caov3_with_thresholds.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "6a983329",
   "metadata": {},
   "outputs": [],
   "source": [
    "from cobra.io import read_sbml_model\n",
    "from mewpy.simulation import get_simulator\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import cobra\n",
    "import numpy as np\n",
    "import csv\n",
    "from pandas import DataFrame\n",
    "import statistics\n",
    "import seaborn as sns\n",
    "import plotly\n",
    "import plotly.express as px\n",
    "import plotly.graph_objs as go\n",
    "from mewpy.simulation import set_default_solver\n",
    "set_default_solver('gurobi')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "0fd9821b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no stored variable or alias #set\n",
      "no stored variable or alias per\n",
      "no stored variable or alias cell\n",
      "no stored variable or alias line\n",
      "row: 14\n"
     ]
    }
   ],
   "source": [
    "%store -r t_2020_4\n",
    "expression = t_2020_4.transpose()\n",
    "%store -r media_only_essential_reactions\n",
    "%store -r media_only_essential_genes\n",
    "%store -r DMEM #set per cell line\n",
    "media = DMEM\n",
    "growth_rate = 0.01564 #set per cell line\n",
    "indexes = list(range(0, 64))\n",
    "for n in range(len((t_2020_4.index).to_list())):\n",
    "    if 'CAOV3' == ((t_2020_4.index).to_list())[n]: #set per cell line\n",
    "        t = n\n",
    "row_number_transcriptomics = t\n",
    "print('row:',t)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "1ed7a9e0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['COV434', '59M', 'NZOV9', 'OAW42', 'COV644', 'TO14', 'COV413A', 'OAW28',\n",
       "       'JHOC5', 'JHOS4', 'FUOV1', 'OVMANA', 'TYKNU', 'PEO1', 'CAOV3', 'RMGI',\n",
       "       'BIN67', 'OELE', 'OVK18', 'JHOS2', 'ES2', 'JHOM1', 'EFO27', 'HSKTC',\n",
       "       'OV7', 'OVSAHO', 'NIHOVCAR3', 'OCIC4P', 'OVISE', 'KURAMOCHI', 'COV362',\n",
       "       'OVCAR8', 'PA1', 'OC316', 'OCIC5X', 'OV17R', 'SKOV3', 'EFO21',\n",
       "       'TOV112D', 'OC314', 'SNU119', 'IGROV1', 'A2780', 'SNU840', 'CAOV4',\n",
       "       'JHOM2B', 'OVCAR4', 'SCCOHT1', 'PEA1', 'OCIP5X', 'OV56', 'ONCODG1',\n",
       "       'SNU8', 'OVKATE', 'OVTOKO', 'OV90', 'MCAS', 'COV318', 'OVCAR5', 'RMUGS',\n",
       "       'HEYA8', 'PEO4', 'COV504', 'TOV21G'],\n",
       "      dtype='object', name='cell_line')"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "t_2020_4.index "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "13787455",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Set parameter Username\n",
      "Academic license - for non-commercial use only - expires 2024-03-24\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Flux rate</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Reaction ID</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>biomass_human</th>\n",
       "      <td>0.213772</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "               Flux rate\n",
       "Reaction ID             \n",
       "biomass_human   0.213772"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model = read_sbml_model('Human-GEM-annotated.xml')\n",
    "media_only_simulation = get_simulator(model, envcond = media)\n",
    "media_only_result = media_only_simulation.simulate()\n",
    "media_only_result.find(['biomass_human'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "a31e5710",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AND rules:  653\n",
      "ANDOR rules:  129\n",
      "OR rules:  3972\n",
      "ONE GENE rules:  3282\n",
      "NO GENE rules:  5060\n",
      "Proportion of model not annotated:  38.63775198533904 %\n",
      "Proportion of model which IS annotated:  61.36224801466096 %\n",
      "Total Reactions =  13096\n",
      "13096\n",
      "number of reversible, one gene reactions = 1074\n",
      "number of forward, one gene reactions = 2208\n"
     ]
    }
   ],
   "source": [
    "expression = expression.transpose()\n",
    "t = expression\n",
    "gene_exp = t.iloc[row_number_transcriptomics,:]\n",
    "\n",
    "g_list = []\n",
    "for k in gene_exp.keys():\n",
    "    g_list.append(k)\n",
    "    \n",
    "g_list = []\n",
    "for k in gene_exp.keys():\n",
    "    g_list.append(k)\n",
    "\n",
    "g_ensembl = []\n",
    "for n in range(len(g_list)):\n",
    "    if 'ENS' not in (g_list[n].split())[0]:\n",
    "        g_ensembl.append((g_list[n].split())[1])\n",
    "    if 'ENS' in (g_list[n].split())[0]:\n",
    "        g_ensembl.append((g_list[n].split())[0])\n",
    "        \n",
    "punc = '''!()-[]{};:'\"\\,<>./?@#$%^&*_~'''\n",
    "g_ensembl_2 = []\n",
    "for n in range(len(g_ensembl)):\n",
    "    for x in g_ensembl[n]:\n",
    "        if x in punc:\n",
    "            g_ensembl[n] = g_ensembl[n].replace(x, \"\")\n",
    "    g_ensembl_2.append(g_ensembl[n])\n",
    "g_ensembl_2\n",
    "\n",
    "vs = []\n",
    "for v in gene_exp:\n",
    "    vs.append(v)\n",
    "    \n",
    "gene_exp_dict = {}\n",
    "for n in range(len(g_ensembl_2)):\n",
    "    gene_exp_dict[g_ensembl_2[n]] = vs[n]\n",
    "    \n",
    "ANDs = []\n",
    "ORs = []\n",
    "ANDORs = []\n",
    "one_gene = []\n",
    "no_gene = []\n",
    "\n",
    "for r in model.reactions:\n",
    "    if 'and' in r.gene_reaction_rule and 'or' not in r.gene_reaction_rule:\n",
    "        ANDs.append(r.id)\n",
    "    if 'and' in r.gene_reaction_rule and 'or' in r.gene_reaction_rule:\n",
    "        ANDORs.append(r.id)\n",
    "    if 'or' in r.gene_reaction_rule and 'and' not in r.gene_reaction_rule:\n",
    "        ORs.append(r.id)\n",
    "    if len(r.gene_reaction_rule) == 0:\n",
    "        no_gene.append(r.id)\n",
    "    if len(r.gene_reaction_rule) != 0:\n",
    "        if 'or' in r.gene_reaction_rule:\n",
    "            continue\n",
    "        elif 'and' in r.gene_reaction_rule:\n",
    "            continue\n",
    "        else:\n",
    "            one_gene.append(r.id)\n",
    "\n",
    "print('AND rules: ', len(ANDs))\n",
    "print('ANDOR rules: ', len(ANDORs))\n",
    "print('OR rules: ', len(ORs))\n",
    "print('ONE GENE rules: ', len(one_gene))\n",
    "print('NO GENE rules: ', len(no_gene))\n",
    "print('Proportion of model not annotated: ', len(no_gene)/len(model.reactions)*100, '%')\n",
    "print('Proportion of model which IS annotated: ', 100-(len(no_gene)/len(model.reactions)*100), '%')\n",
    "print('Total Reactions = ', len(model.reactions))\n",
    "print(len(ORs)+len(ANDs)+len(ANDORs)+len(one_gene)+len(no_gene))\n",
    "\n",
    "one_gene_forward = []\n",
    "one_gene_reversible = []\n",
    "for r in one_gene:\n",
    "    if model.reactions.get_by_id(r).reversibility == True:\n",
    "        one_gene_reversible.append(r)\n",
    "    else:\n",
    "        one_gene_forward.append(r)\n",
    "print('number of reversible, one gene reactions =', len(one_gene_reversible))\n",
    "print('number of forward, one gene reactions =', len(one_gene_forward))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "2f131bc0",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "growth with media constraints only:  0.21377181121424524 g/gDW/hour = 4.6778852380952385 hours\n"
     ]
    }
   ],
   "source": [
    "media_only_simulation = get_simulator(model, envcond = media)\n",
    "media_only_result = media_only_simulation.simulate()\n",
    "print('growth with media constraints only: ', media_only_result.find(['biomass_human']).iloc[0,0],\n",
    "      'g/gDW/hour','=',(1/media_only_result.find(['biomass_human']).iloc[0,0]),'hours')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "d64bc288",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.21377181121424524"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "media_only_result.find(['biomass_human']).iloc[0,0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "ebb88ce0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4.6778852380952385"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "1/0.21377181121424524"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "617376cb",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "HMR_3907 : (0, 6.277426896532659) 0.21377181121424524\n",
      "HMR_4097 : (0, 4.219555769166913) 0.21377181121424524\n",
      "HMR_4108 : (0, 4.219555769166913) 0.21377181121424524\n",
      "HMR_4133 : (0, 4.219555769166913) 0.21377181121424524\n",
      "HMR_4360 : (0, 2.729008870337863) 0.21377181121424524\n",
      "HMR_4372 : (0, 4.450881315273369) 0.21377181121424524\n",
      "HMR_7747 : (0, 5.634593268445757) 0.21377181121424524\n",
      "HMR_8360 : (0, 4.173926931999809) 0.21377181121424524\n",
      "HMR_8757 : (0, 3.96624587322494) 0.21377181121424524\n",
      "HMR_5397 : (0, 5.613531652917927) 0.21377181121424524\n",
      "HMR_5399 : (0, 3.404630684217612) 0.21377181121424524\n",
      "HMR_5400 : (0, 3.404630684217612) 0.21377181121424524\n",
      "HMR_8592 : (0, 5.156639310692087) 0.21377181121424524\n",
      "HMR_8589 : (0, 5.156639310692087) 0.21377181121424524\n",
      "HMR_8583 : (0, 0.01435529297707) 0.21377181121424524\n",
      "HMR_8584 : (0, 0.0) 0.21377181121424524\n",
      "HMR_8585 : (0, 2.611172380044005) 0.21377181121424524\n",
      "HMR_3944 : (0, 6.481395824154128) 0.21377181121424524\n",
      "HMR_4132 : (0, 3.736604875314249) 0.21377181121424524\n",
      "HMR_8761 : (0, 3.673556423990145) 0.21377181121424524\n",
      "HMR_8764 : (0, 0.0) 0.21377181121424524\n",
      "HMR_8767 : (0, 3.736604875314249) 0.21377181121424524\n",
      "HMR_4310 : (0, 3.673556423990145) 0.21377181121424524\n",
      "HMR_4399 : (0, 2.859969548221026) 0.21377181121424524\n",
      "HMR_4400 : (0, 5.924812503605781) 0.21377181121424524\n",
      "HMR_8768 : (0, 5.924812503605781) 0.21377181121424524\n",
      "HMR_4590 : (0, 7.525285887113241) 0.21377181121424524\n",
      "HMR_4593 : (0, 4.958842675243241) 0.21377181121424524\n",
      "HMR_4594 : (0, 2.097610796626422) 0.21377181121424524\n",
      "HMR_8726 : (0, 3.049630767724601) 0.21377181121424524\n",
      "HMR_8727 : (0, 4.211012193485511) 0.21377181121424524\n",
      "HMR_8729 : (0, 5.9371089462026045) 0.21377181121424524\n",
      "HMR_4093 : (0, 0.0) 0.21377181121424524\n",
      "HMR_4095 : (0, 0.0) 0.21377181121424524\n",
      "HMR_4101 : (0, 0.0565835283663675) 0.21377181121424524\n",
      "HMR_4103 : (0, 5.381283372503783) 0.21377181121424524\n",
      "HMR_4143 : (0, 4.009884588931844) 0.21377181121424524\n",
      "HMR_8498 : (0, 3.96624587322494) 0.21377181121424524\n",
      "HMR_8499 : (0, 3.96624587322494) 0.21377181121424524\n",
      "HMR_8501 : (0, 6.884964164708779) 0.21377181121424524\n",
      "HMR_8516 : (0, 2.341985747228616) 0.21377181121424524\n",
      "HMR_4105 : (0, 0.7739963251111731) 0.21377181121424524\n",
      "HMR_4106 : (0, 0.7739963251111731) 0.21377181121424524\n",
      "HMR_4107 : (0, 0.7739963251111731) 0.21377181121424524\n",
      "HMR_4282 : (0, 3.232660756790275) 0.21377181121424524\n",
      "HMR_4741 : (0, 3.702657543390911) 0.21377181121424524\n",
      "HMR_0718 : (0, 3.27500704749987) 0.21377181121424524\n",
      "HMR_0719 : (0, 8.23184517338578) 0.21377181121424524\n",
      "HMR_1436 : (0, 5.475733430966398) 0.21377181121424524\n",
      "HMR_4604 : (0, 6.484943701070659) 0.21377181121424527\n",
      "HMR_4304 : (0, 7.547357282446561) 0.21377181121424527\n",
      "HMR_4473 : (0, 6.932155684432056) 0.21377181121424527\n",
      "HMR_4474 : (0, 6.932155684432056) 0.21377181121424527\n",
      "HMR_4168 : (0, 5.845991770664573) 0.21377181121424527\n",
      "HMR_4406 : (0, 4.682573297347578) 0.10382164168914035\n",
      "HMR_4518 : (0, 3.058316495590823) 0.10382164168914035\n",
      "HMR_4519 : (0, 1.3448284969974411) 0.10382164168914035\n",
      "HMR_4520 : (0, 1.3448284969974411) 0.10382164168914035\n",
      "HMR_4600 : (0, 6.4409521980296365) 0.10382164168914035\n",
      "HMR_4646 : (0, 1.3448284969974411) 0.10382164168914035\n",
      "HMR_4648 : (0, 1.3448284969974411) 0.10382164168914035\n",
      "HMR_4649 : (0, 1.3448284969974411) 0.10382164168914035\n",
      "HMR_4650 : (0, 1.3448284969974411) 0.10382164168914035\n",
      "HMR_4664 : (0, 6.597233189086131) 0.10382164168914035\n",
      "HMR_4799 : (0, 6.477191598912196) 0.10382164168914035\n",
      "HMR_4802 : (0, 6.477191598912196) 0.10382164168914035\n",
      "HMR_4808 : (0, 3.442280035252584) 0.0763219584018094\n",
      "HMR_4810 : (0, 7.376255649313362) 0.0763219584018224\n",
      "HMR_6601 : (0, 0.0) 0.0763219584018224\n",
      "HMR_8755 : (0, 1.3448284969974411) 0.0763219584018224\n",
      "HMR_4211 : (0, 5.845991770664573) 0.0763219584018224\n",
      "HMR_4343 : (0, 2.9523335663696857) 0.0763219584018224\n",
      "HMR_4470 : (0, 2.060047383669939) 0.0763219584018224\n",
      "HMR_4471 : (0, 2.060047383669939) 0.0763219584018224\n",
      "HMR_4472 : (0, 2.060047383669939) 0.0763219584018224\n",
      "HMR_4513 : (0, 5.220716891998917) 0.0763219584018224\n",
      "HMR_4736 : (0, 0.0) 0.0763219584018224\n",
      "HMR_4819 : (0, 0.0285691521967709) 0.0763219584018224\n",
      "HMR_6623 : (0, 7.588864518190148) 0.0763219584018224\n",
      "HMR_6624 : (0, 2.39231742277876) 0.0763219584018224\n",
      "HMR_3965 : (0, 5.5505928897043) 0.0763219584018224\n",
      "HMR_3966 : (0, 5.845991770664573) 0.0763219584018224\n",
      "HMR_4054 : (0, 7.588864518190148) 0.0763219584018224\n",
      "HMR_4483 : (0, 2.39231742277876) 0.0763219584018224\n",
      "HMR_4507 : (0, 5.535741941075111) 0.0763219584018224\n",
      "HMR_4516 : (0, 6.253422057636538) 0.0763219584018224\n",
      "HMR_4601 : (0, 6.4409521980296365) 0.0763219584018224\n",
      "HMR_4633 : (0, 3.775050541483175) 0.0763219584018224\n",
      "HMR_4641 : (0, 7.588864518190148) 0.0763219584018224\n",
      "HMR_4806 : (0, 6.477191598912196) 0.0763219584018224\n",
      "HMR_6625 : (0, 2.39231742277876) 0.0763219584018224\n",
      "HMR_7879 : (0, 5.845991770664573) 0.0763219584018224\n",
      "HMR_7880 : (0, 4.981396031972149) 0.0763219584018224\n",
      "HMR_8446 : (0, 0.2750070474998698) 0.0763219584018224\n",
      "HMR_8473 : (0, 3.775050541483175) 0.0763219584018224\n",
      "HMR_8480 : (0, 0.2750070474998698) 0.0763219584018224\n",
      "HMR_8483 : (0, 5.5505928897043) 0.0763219584018224\n",
      "HMR_8488 : (0, 5.845991770664573) 0.0763219584018224\n",
      "HMR_8489 : (0, 5.845991770664573) 0.0763219584018224\n",
      "HMR_8493 : (0, 5.669593751188333) 0.0763219584018224\n",
      "HMR_8494 : (0, 5.669593751188333) 0.0763219584018224\n",
      "HMR_8495 : (0, 5.669593751188333) 0.0763219584018224\n",
      "HMR_3811 : (0, 8.07521171134824) 0.0763219584018224\n",
      "HMR_3822 : (0, 3.2433644256936605) 0.0763219584018224\n",
      "HMR_3831 : (0, 6.84159579578108) 0.0763219584018224\n",
      "HMR_3865 : (0, 6.594697827323873) 0.0763219584018224\n",
      "HMR_3870 : (0, 5.212569338850806) 0.0763219584018224\n",
      "HMR_3873 : (0, 0.2750070474998698) 0.0763219584018224\n",
      "HMR_8654 : (0, 0.2750070474998698) 0.0763219584018224\n",
      "HMR_3892 : (0, 5.605553595494403) 0.0763219584018224\n",
      "HMR_9802 : (0, 3.316145742293356) 0.0763219584018224\n",
      "HMR_3903 : (0, 6.811984719351674) 0.0763219584018224\n",
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      "HMR_2163 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2165 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2166 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2167 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2169 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2170 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2171 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2174 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2175 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2176 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2179 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2180 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2181 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_4295 : (0, 1.9855004303048849) 0.0763219584018362\n",
      "HMR_2227 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2228 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2229 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2230 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2231 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2232 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2233 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2234 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2235 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2236 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2237 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2238 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2239 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2240 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2241 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2242 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2243 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2244 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2245 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2246 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2247 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2249 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2250 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2251 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2252 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2254 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2255 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2256 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2257 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_2307 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2317 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2326 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2334 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2343 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2348 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2354 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2362 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2191 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2202 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2208 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2212 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2217 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2260 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2264 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2268 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2270 : (0, 7.59924339537725) 0.0763219584018362\n",
      "HMR_2150 : (0, 7.301861966687846) 0.0763219584018362\n",
      "HMR_6398 : (0, 2.8972404255747994) 0.0763219584018362\n",
      "HMR_6399 : (0, 2.8972404255747994) 0.0763219584018362\n",
      "HMR_6401 : (0, 1.8237493603082728) 0.0763219584018362\n",
      "HMR_6402 : (0, 1.8237493603082728) 0.0763219584018362\n",
      "HMR_6403 : (0, 3.5909612413426) 0.0763219584018362\n",
      "HMR_2478 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2489 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2499 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2516 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2524 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2533 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2541 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2544 : (0, 3.304511041809953) 0.0763219584018362\n",
      "HMR_2561 : (0, 3.304511041809953) 0.0763219584018362\n",
      "HMR_2565 : (0, 3.304511041809953) 0.0763219584018362\n",
      "HMR_2568 : (0, 3.304511041809953) 0.0763219584018362\n",
      "HMR_2572 : (0, 3.304511041809953) 0.0763219584018362\n",
      "HMR_2578 : (0, 3.304511041809953) 0.0763219584018362\n",
      "HMR_2586 : (0, 3.304511041809953) 0.0763219584018362\n",
      "HMR_2387 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2397 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2417 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2426 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_2434 : (0, 5.106013237622119) 0.0763219584018362\n",
      "HMR_0958 : (0, 3.304511041809953) 0.0763219584018362\n",
      "HMR_0959 : (0, 3.304511041809953) 0.0763219584018362\n",
      "HMR_0961 : (0, 0.2387868595871164) 0.0763219584018362\n",
      "HMR_0964 : (0, 0.2387868595871164) 0.0763219584018362\n",
      "HMR_0967 : (0, 0.2387868595871164) 0.0763219584018362\n",
      "HMR_0971 : (0, 3.304511041809953) 0.0763219584018362\n",
      "HMR_0976 : (0, 0.2387868595871164) 0.0763219584018362\n",
      "HMR_0998 : (0, 3.304511041809953) 0.0763219584018362\n",
      "HMR_0999 : (0, 3.304511041809953) 0.0763219584018362\n",
      "HMR_1000 : (0, 3.304511041809953) 0.0763219584018362\n",
      "HMR_1013 : (0, 3.304511041809953) 0.0763219584018362\n",
      "HMR_1014 : (0, 3.304511041809953) 0.0763219584018362\n",
      "HMR_1015 : (0, 3.304511041809953) 0.0763219584018362\n",
      "HMR_1016 : (0, 3.304511041809953) 0.0763219584018362\n",
      "HMR_1017 : (0, 3.304511041809953) 0.0763219584018362\n",
      "HMR_1018 : (0, 3.304511041809953) 0.0763219584018362\n",
      "HMR_1029 : (0, 0.2387868595871164) 0.0763219584018362\n",
      "HMR_1030 : (0, 0.2387868595871164) 0.0763219584018362\n",
      "HMR_1033 : (0, 0.2387868595871164) 0.0763219584018362\n",
      "HMR_1034 : (0, 0.2387868595871164) 0.0763219584018362\n",
      "HMR_1037 : (0, 0.2387868595871164) 0.0763219584018362\n",
      "HMR_1039 : (0, 0.2387868595871164) 0.0763219584018362\n",
      "HMR_1062 : (0, 0.2387868595871164) 0.0763219584018362\n",
      "HMR_1063 : (0, 0.2387868595871164) 0.0763219584018362\n",
      "HMR_1064 : (0, 0.2387868595871164) 0.0763219584018362\n",
      "HMR_1073 : (0, 0.2387868595871164) 0.0763219584018362\n",
      "HMR_1075 : (0, 3.304511041809953) 0.0763219584018362\n",
      "HMR_1077 : (0, 3.304511041809953) 0.0763219584018362\n",
      "HMR_1079 : (0, 4.020591094773247) 0.0763219584018362\n",
      "HMR_1081 : (0, 1.933572638261024) 0.0763219584018362\n",
      "HMR_8545 : (0, 0.925999418556223) 0.0763219584018362\n",
      "HMR_8550 : (0, 1.933572638261024) 0.0763219584018362\n",
      "HMR_8554 : (0, 0.0) 0.0763219584018362\n",
      "HMR_8555 : (0, 0.0) 0.0763219584018362\n",
      "HMR_8556 : (0, 0.0) 0.0763219584018362\n",
      "HMR_3475 : (0, 3.873813198359087) 0.0763219584018362\n",
      "HMR_2825 : (0, 3.895302621333306) 0.0763219584018362\n",
      "HMR_2829 : (0, 3.895302621333306) 0.0763219584018362\n",
      "HMR_2830 : (0, 3.859969548221026) 0.0763219584018362\n",
      "HMR_2833 : (0, 3.895302621333306) 0.0763219584018362\n",
      "HMR_2834 : (0, 3.859969548221026) 0.0763219584018362\n",
      "HMR_0002 : (0, 5.1034976397033365) 0.0763219584018362\n",
      "HMR_0449 : (0, 5.113950482422504) 0.0763219584018362\n",
      "HMR_7588 : (0, 4.576522137920503) 0.0763219584018362\n",
      "HMR_3484 : (0, 4.94766615679601) 0.0763219584018362\n",
      "HMR_3488 : (0, 4.94766615679601) 0.0763219584018362\n",
      "HMR_3511 : (0, 3.13586316536868) 0.0763219584018362\n",
      "HMR_3156 : (0, 3.266036893995317) 0.0763219584018362\n",
      "HMR_3202 : (0, 3.266036893995317) 0.0763219584018362\n",
      "HMR_3526 : (0, 3.13586316536868) 0.0763219584018362\n",
      "HMR_1573 : (0, 0.0840642647884745) 0.0763219584018362\n",
      "HMR_6908 : (0, 5.043956872790206) 0.0763219584018362\n",
      "HMR_7167 : (0, 6.845490050944375) 0.0763219584018362\n",
      "HMR_7168 : (0, 6.152183419055046) 0.0763219584018362\n",
      "HMR_7170 : (0, 5.919340082442012) 0.0763219584018362\n",
      "HMR_9722 : (0, 8.752949249054721) 0.0763219584018362\n",
      "HMR_1920 : (0, 1.9411063109464315) 0.0763219584018362\n",
      "HMR_1928 : (0, 2.778208576398088) 0.0763219584018362\n",
      "HMR_1929 : (0, 2.778208576398088) 0.0763219584018362\n",
      "HMR_1932 : (0, 2.778208576398088) 0.0763219584018362\n",
      "HMR_1933 : (0, 0.0285691521967709) 0.0763219584018362\n",
      "HMR_1934 : (0, 2.778208576398088) 0.0763219584018362\n",
      "HMR_1935 : (0, 2.778208576398088) 0.0763219584018362\n",
      "HMR_1940 : (0, 0.0285691521967709) 0.0763219584018362\n",
      "HMR_1943 : (0, 2.5897634869849773) 0.0763219584018362\n",
      "HMR_1948 : (0, 0.0285691521967709) 0.0763219584018362\n",
      "HMR_1990 : (0, 0.0285691521967709) 0.0763219584018362\n",
      "HMR_1991 : (0, 0.0285691521967709) 0.0763219584018362\n",
      "HMR_1992 : (0, 0.0285691521967709) 0.0763219584018362\n",
      "HMR_2005 : (0, 0.0285691521967709) 0.0763219584018362\n",
      "HMR_2007 : (0, 0.0285691521967709) 0.0763219584018362\n",
      "HMR_2010 : (0, 0.0) 0.0763219584018362\n",
      "HMR_2011 : (0, 0.0) 0.0763219584018362\n",
      "HMR_6793 : (0, 0.070389327891398) 0.0763219584018362\n",
      "HMR_6794 : (0, 0.070389327891398) 0.0763219584018362\n",
      "HMR_6795 : (0, 0.070389327891398) 0.0763219584018362\n",
      "HMR_6796 : (0, 0.070389327891398) 0.0763219584018362\n",
      "HMR_7928 : (0, 0.0285691521967709) 0.0763219584018362\n",
      "HMR_7932 : (0, 0.0285691521967709) 0.0763219584018362\n",
      "HMR_7934 : (0, 0.0) 0.0763219584018362\n",
      "HMR_7935 : (0, 2.778208576398088) 0.0763219584018362\n",
      "HMR_7936 : (0, 0.0285691521967709) 0.0763219584018362\n",
      "HMR_7937 : (0, 0.0285691521967709) 0.0763219584018362\n",
      "HMR_7938 : (0, 0.0285691521967709) 0.0763219584018362\n",
      "HMR_7945 : (0, 1.9411063109464315) 0.0763219584018362\n",
      "HMR_7948 : (0, 1.9411063109464315) 0.0763219584018362\n",
      "HMR_7950 : (0, 1.9411063109464315) 0.0763219584018362\n",
      "HMR_7952 : (0, 1.9411063109464315) 0.0763219584018362\n",
      "HMR_7970 : (0, 3.476381687567235) 0.0763219584018362\n",
      "HMR_7974 : (0, 0.0) 0.0763219584018362\n",
      "HMR_7976 : (0, 4.976363635732762) 0.0763219584018362\n",
      "HMR_7978 : (0, 0.0) 0.0763219584018362\n",
      "HMR_1944 : (0, 0.0285691521967709) 0.0763219584018362\n",
      "HMR_1945 : (0, 0.0285691521967709) 0.0763219584018362\n",
      "HMR_1952 : (0, 3.060047383669939) 0.0763219584018362\n",
      "HMR_1953 : (0, 1.9411063109464315) 0.0763219584018362\n",
      "HMR_1958 : (0, 0.0285691521967709) 0.0763219584018362\n",
      "HMR_1962 : (0, 3.060047383669939) 0.0763219584018362\n",
      "HMR_1963 : (0, 1.9411063109464315) 0.0763219584018362\n",
      "HMR_1969 : (0, 0.3103401206121505) 0.0763219584018362\n",
      "HMR_1477 : (0, 6.581652530461277) 0.0763219584018362\n",
      "HMR_1478 : (0, 6.581652530461277) 0.0763219584018362\n",
      "HMR_1479 : (0, 6.581652530461277) 0.0763219584018362\n",
      "HMR_1509 : (0, 3.476381687567235) 0.0763219584018362\n",
      "HMR_1516 : (0, 5.220329954879555) 0.0763219584018362\n",
      "HMR_1557 : (0, 5.220329954879555) 0.0763219584018362\n",
      "HMR_1558 : (0, 5.220329954879555) 0.0763219584018362\n",
      "HMR_1536 : (0, 6.581652530461277) 0.0763219584018362\n",
      "HMR_1538 : (0, 6.581652530461277) 0.0763219584018362\n",
      "HMR_1539 : (0, 6.581652530461277) 0.0763219584018362\n",
      "HMR_1547 : (0, 3.476381687567235) 0.0763219584018362\n",
      "HMR_1552 : (0, 3.476381687567235) 0.0763219584018362\n",
      "HMR_1437 : (0, 6.484943701070659) 0.07632195840183595\n",
      "HMR_1531 : (0, 1.807354922057604) 0.07632195840183595\n",
      "HMR_1576 : (0, 5.475733430966398) 0.07632195840183595\n",
      "HMR_2046 : (0, 0.0285691521967709) 0.07632195840183595\n",
      "HMR_2047 : (0, 0.0285691521967709) 0.07632195840183595\n",
      "HMR_2049 : (0, 0.0285691521967709) 0.07632195840183595\n",
      "HMR_2050 : (0, 0.0285691521967709) 0.07632195840183595\n",
      "HMR_2051 : (0, 0.0285691521967709) 0.07632195840183595\n",
      "HMR_2055 : (0, 0.0285691521967709) 0.07632195840183595\n",
      "HMR_2056 : (0, 0.0285691521967709) 0.07632195840183595\n",
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      "HMR_0760 : (0, 4.048759311919856) 0.07632195840183252\n",
      "HMR_0761 : (0, 4.44028782084042) 0.07632195840183252\n",
      "HMR_0779 : (0, 4.67581593117227) 0.07632195840183252\n",
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      "HMR_8148 : (0, 3.8135246892978105) 0.07632195840183252\n",
      "HMR_8149 : (0, 3.803227036434928) 0.07632195840183252\n",
      "HMR_8150 : (0, 0.1634987322828795) 0.07632195840183252\n",
      "HMR_8151 : (0, 3.997292407636508) 0.07632195840183252\n",
      "HMR_8152 : (0, 3.997292407636508) 0.07632195840183252\n",
      "HMR_8156 : (0, 3.399171093819823) 0.07632195840183252\n",
      "HMR_8159 : (0, 3.399171093819823) 0.07632195840183252\n",
      "HMR_8162 : (0, 0.0840642647884745) 0.07632195840183252\n",
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      "HMR_8166 : (0, 2.6959938131099) 0.07632195840183252\n",
      "HMR_8169 : (0, 3.399171093819823) 0.07632195840183252\n",
      "HMR_8170 : (0, 3.399171093819823) 0.07632195840183252\n",
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      "HMR_8172 : (0, 3.399171093819823) 0.07632195840183252\n",
      "HMR_8173 : (0, 3.997292407636508) 0.07632195840183252\n",
      "HMR_8174 : (0, 3.399171093819823) 0.07632195840183252\n",
      "HMR_8175 : (0, 3.552131108253784) 0.07632195840183252\n",
      "HMR_8176 : (0, 3.399171093819823) 0.07632195840183252\n",
      "HMR_8177 : (0, 3.399171093819823) 0.07632195840183252\n",
      "HMR_8178 : (0, 3.552131108253784) 0.07632195840183252\n",
      "HMR_8179 : (0, 0.0840642647884745) 0.07632195840183252\n",
      "HMR_8180 : (0, 0.1634987322828795) 0.07632195840183252\n",
      "HMR_8181 : (0, 0.1634987322828795) 0.07632195840183252\n",
      "HMR_8182 : (0, 0.1634987322828795) 0.07632195840183252\n",
      "HMR_8183 : (0, 0.1634987322828795) 0.07632195840183252\n",
      "HMR_8184 : (0, 2.956056652412403) 0.07632195840183252\n",
      "HMR_8185 : (0, 2.6959938131099) 0.07632195840183252\n",
      "HMR_8186 : (0, 2.6959938131099) 0.07632195840183252\n",
      "HMR_8187 : (0, 2.6959938131099) 0.07632195840183252\n",
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      "HMR_8191 : (0, 2.974529312483882) 0.07632195840183252\n",
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      "HMR_7832 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_7833 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_7834 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_7835 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_7836 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_7837 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_7838 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_7839 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_7840 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_7841 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_7842 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_7843 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_7844 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_7845 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_7846 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_7847 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_7848 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_7849 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_7850 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_7851 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_7852 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_7853 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_7854 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_8089 : (0, 1.298658315564515) 0.036339857511992056\n",
      "HMR_8365 : (0, 6.107269393592545) 0.036339857511992056\n",
      "HMR_0713 : (0, 7.223326006619019) 0.036339857511992056\n",
      "HMR_3020 : (0, 3.142413437873741) 0.036339857511992056\n",
      "HMR_3023 : (0, 3.142413437873741) 0.036339857511992056\n",
      "HMR_3473 : (0, 6.374517881046292) 0.036339857511992056\n",
      "HMR_7646 : (0, 2.5310694927259543) 0.036339857511992056\n",
      "HMR_5047 : (0, 4.083213368248981) 0.036339857511992056\n",
      "HMR_5048 : (0, 2.5310694927259543) 0.036339857511992056\n",
      "HMR_5049 : (0, 2.5310694927259543) 0.036339857511992056\n",
      "HMR_5050 : (0, 2.5310694927259543) 0.036339857511992056\n",
      "HMR_5051 : (0, 2.5310694927259543) 0.036339857511992056\n",
      "HMR_5052 : (0, 2.5310694927259543) 0.036339857511992056\n",
      "HMR_5053 : (0, 2.5310694927259543) 0.036339857511992056\n",
      "HMR_5054 : (0, 2.5310694927259543) 0.036339857511992056\n",
      "HMR_5055 : (0, 2.5310694927259543) 0.036339857511992056\n",
      "HMR_5056 : (0, 2.5310694927259543) 0.036339857511992056\n",
      "HMR_5057 : (0, 2.5310694927259543) 0.036339857511992056\n",
      "HMR_5058 : (0, 2.5310694927259543) 0.036339857511992056\n",
      "HMR_5059 : (0, 2.5310694927259543) 0.036339857511992056\n",
      "HMR_5060 : (0, 2.5310694927259543) 0.036339857511992056\n",
      "HMR_5061 : (0, 2.5310694927259543) 0.036339857511992056\n",
      "HMR_5063 : (0, 2.5310694927259543) 0.036339857511992056\n",
      "HMR_5064 : (0, 2.5310694927259543) 0.036339857511992056\n",
      "HMR_5065 : (0, 2.5310694927259543) 0.036339857511992056\n",
      "HMR_5066 : (0, 2.5310694927259543) 0.036339857511992056\n",
      "HMR_5067 : (0, 2.5310694927259543) 0.03633985751199255\n",
      "HMR_9793 : (0, 4.858478390423273) 0.03633985751199255\n",
      "HMR_0731 : (0, 3.2479275134435857) 0.03633985751199255\n",
      "HMR_8661 : (0, 0.2016338611696504) 0.03633985751199255\n",
      "HMR_0768 : (0, 3.2479275134435857) 0.03633985751199255\n",
      "HMR_6385 : (0, 5.684257705058931) 0.03633985751199255\n",
      "HMR_6386 : (0, 2.849999259466098) 0.03633985751199255\n",
      "3HPCOAHYD : (0, 3.702657543390911) 0.03633985751199255\n",
      "A_MANASE : (0, 5.607034345948616) 0.03633985751199255\n",
      "ACHVESSEC : (0, 0.0976107966264223) 0.03633985751199255\n",
      "ACOX22x : (0, 0.765534746362977) 0.03633985751199255\n",
      "ADPRDPm : (0, 4.537917249034082) 0.03633985751199255\n",
      "ALDD21 : (0, 6.100977647724821) 0.03633985751199147\n",
      "AMACR2p : (0, 3.13586316536868) 0.03633985751199147\n",
      "AMACR2r : (0, 3.13586316536868) 0.03633985751199147\n",
      "AMACRr : (0, 3.13586316536868) 0.03633985751199147\n",
      "B3GNT312g : (0, 3.997292407636508) 0.03633985751199147\n",
      "B3GNT314g : (0, 3.997292407636508) 0.03633985751199147\n",
      "BAAT1x : (0, 0.0285691521967709) 0.03633985751199147\n",
      "BAAT3x : (0, 0.0285691521967709) 0.03633985751199147\n",
      "BAAT4x : (0, 0.0285691521967709) 0.03633985751199147\n",
      "BACCLm : (0, 3.786596361890807) 0.03633985751199147\n",
      "BALAVECSEC : (0, 0.0) 0.03633985751199147\n",
      "BTNDm : (0, 3.065227622775619) 0.03633985751199147\n",
      "BTNPLm : (0, 3.786596361890807) 0.03633985751199147\n",
      "BTNt4i : (0, 1.2265085298086795) 0.03633985751199147\n",
      "BUP2 : (0, 0.0285691521967709) 0.03633985751199147\n",
      "C14STRr : (0, 6.106432077816929) 0.03633985751199147\n",
      "C3STKR2r : (0, 7.116447935511657) 0.03633985751199147\n",
      "C4STMO1r : (0, 6.250393173089506) 0.03633985751199147\n",
      "CLOHtex2 : (0, 3.8923910259134034) 0.03633985751199147\n",
      "CRNtHa : (0, 2.4276061727818994) 0.03633985751199147\n",
      "DESAT16_2 : (0, 7.39677601078753) 0.03633985751199147\n",
      "DESAT18_10 : (0, 7.713558356404792) 0.03633985751199147\n",
      "DESAT18_3 : (0, 7.39677601078753) 0.03633985751199147\n",
      "DESAT18_4 : (0, 7.39677601078753) 0.03633985751199147\n",
      "DESAT18_5 : (0, 7.39677601078753) 0.03633985751199147\n",
      "DESAT18_6 : (0, 7.713558356404792) 0.03633985751199147\n",
      "DESAT18_7 : (0, 7.713558356404792) 0.03633985751199147\n",
      "DESAT18_8 : (0, 7.713558356404792) 0.03633985751199147\n",
      "DESAT20_1 : (0, 6.498729558581564) 0.03633985751199147\n",
      "DESAT20_2 : (0, 6.498729558581564) 0.03633985751199147\n",
      "DMATTx : (0, 7.165309015597156) 0.03633985751199147\n",
      "DPROOp : (0, 0.0) 0.03633985751199147\n",
      "ENGASE : (0, 3.1243281350022016) 0.03633985751199147\n",
      "ENGASE2 : (0, 3.1243281350022016) 0.03633985751199147\n",
      "ETFQO : (0, 0.0976107966264223) 0.03633985751199147\n",
      "FACOAL191 : (0, 3.1554254317471973) 0.03633985751199147\n",
      "FACOAL40im : (0, 0.0) 0.03633985751199147\n",
      "FAOXC11 : (0, 5.791032616755671) 0.03633985751199147\n",
      "FAOXC170m : (0, 5.791032616755671) 0.03633985751199147\n",
      "FAS80COA_L : (0, 7.301861966687846) 0.03633985751199147\n",
      "FCLTm : (0, 4.584361252518709) 0.03633985751199147\n",
      "FUT18g : (0, 1.8439838440483265) 0.03633985751199147\n",
      "FUT34g : (0, 1.3895668117627256) 0.03633985751199147\n",
      "FUT93g : (0, 0.1763227726404629) 0.03633985751199147\n",
      "G3PD2m : (0, 5.113950482422504) 0.03633985751199147\n",
      "GABAVESSEC : (0, 0.0) 0.03633985751199147\n",
      "GALGT1 : (0, 2.974529312483882) 0.03633985751199147\n",
      "GLDBRAN : (0, 3.404630684217612) 0.03633985751199147\n",
      "GLYVESSEC : (0, 0.0) 0.03633985751199147\n",
      "GRTTx : (0, 7.165309015597156) 0.03633985751199147\n",
      "H8MTer_L : (0, 2.6622054996536164) 0.03633985751199147\n",
      "H8MTer_U : (0, 2.6622054996536164) 0.03633985751199147\n",
      "HMGLx : (0, 3.849999259466098) 0.03633985751199147\n",
      "HSD17B42x : (0, 7.116447935511657) 0.03633985751199147\n",
      "HSD17B4x : (0, 7.116447935511657) 0.03633985751199147\n",
      "HSD17B7r : (0, 3.476381687567235) 0.03633985751199147\n",
      "KHK3 : (0, 3.673556423990145) 0.03633985751199147\n",
      "LCAT1e : (0, 2.805292455600712) 0.03633985751199147\n",
      "L_LACtcm : (0, 0.0) 0.03633985751199147\n",
      "LNS14DM : (0, 0.0) 0.03633985751199147\n",
      "LRAT : (0, 0.632268215499513) 0.03633985751199147\n",
      "LSTO1r : (0, 5.220329954879555) 0.03633985751199147\n",
      "MMCD : (0, 0.7739963251111731) 0.03633985751199147\n",
      "MMCDp : (0, 0.7739963251111731) 0.03633985751199147\n",
      "NAGA2ly : (0, 4.22650852980868) 0.03633985751199147\n",
      "NNATm : (0, 2.8155754288625725) 0.03633985751199147\n",
      "O16G1e : (0, 0.0) 0.03633985751199147\n",
      "P45027A15m : (0, 1.807354922057604) 0.03633985751199147\n",
      "P45039A1r : (0, 2.0461417816447205) 0.03633985751199147\n",
      "P45046A1r : (0, 0.4005379295837288) 0.03633985751199147\n",
      "P4507B12r : (0, 2.5897634869849773) 0.03633985751199147\n",
      "PCFLOPm : (0, 1.1890338243900171) 0.03633985751199147\n",
      "PCHOLPm_hs : (0, 3.4329594072761065) 0.03633985751199147\n",
      "PETOHMm_hs : (0, 4.071247819461443) 0.03633985751199147\n",
      "PETOHMr_hs : (0, 4.071247819461443) 0.03633985751199147\n",
      "PGPP_hs : (0, 6.440786132413236) 0.03633985751199147\n",
      "PI4P3Ker : (0, 2.456806149230474) 0.03633985751199147\n",
      "PNTKm : (0, 5.049195105622275) 0.03633985751199147\n",
      "PPPGOm : (0, 2.62760683812965) 0.03633985751199147\n",
      "PRPNCOAHYDx : (0, 4.342696959981934) 0.03633985751199147\n",
      "PSDm_hs : (0, 4.822220271621528) 0.03633985751199147\n",
      "PTE3x : (0, 3.475084882948783) 0.03633985751199147\n",
      "PTE4x : (0, 3.475084882948783) 0.03633985751199147\n",
      "PTE5x : (0, 3.475084882948783) 0.03633985751199147\n",
      "SCP2x : (0, 7.5732684776759776) 0.03633985751199147\n",
      "THMTPt : (0, 3.5909612413426) 0.03633985751199147\n",
      "TRDR2 : (0, 8.182940537281569) 0.03633985751199147\n",
      "TRDR3 : (0, 8.182940537281569) 0.03633985751199147\n",
      "TYRASE : (0, 1.15704371014558) 0.03633985751199147\n",
      "UDPDOLPT_L : (0, 4.211012193485511) 0.03633985751199147\n",
      "r0034 : (0, 0.2750070474998698) 0.03633985751199147\n",
      "r0701 : (0, 7.301861966687846) 0.03633985751199147\n",
      "r0781 : (0, 6.581652530461277) 0.03633985751199147\n",
      "r0947 : (0, 0.0565835283663675) 0.03633985751199147\n",
      "r0983 : (0, 4.858478390423273) 0.03633985751199147\n",
      "r0993 : (0, 0.2016338611696504) 0.03633985751199147\n",
      "r1313 : (0, 2.908812907739547) 0.03633985751199147\n",
      "r1314 : (0, 7.301861966687846) 0.03633985751199147\n",
      "r1315 : (0, 7.301861966687846) 0.03633985751199147\n",
      "r1316 : (0, 7.301861966687846) 0.03633985751199147\n",
      "r1317 : (0, 0.0285691521967709) 0.03633985751199147\n",
      "r1411 : (0, 0.8155754288625725) 0.03633985751199147\n",
      "r1495 : (0, 0.0565835283663675) 0.03633985751199147\n",
      "r1526 : (0, 0.2016338611696504) 0.03633985751199147\n",
      "r1527 : (0, 0.2016338611696504) 0.03633985751199147\n",
      "r1540 : (0, 3.532316959332765) 0.03633985751199147\n",
      "r2157 : (0, 0.5360529002402097) 0.03633985751199147\n",
      "r2158 : (0, 0.5360529002402097) 0.03633985751199147\n",
      "r2159 : (0, 0.5360529002402097) 0.03633985751199147\n",
      "r2236 : (0, 0.0) 0.03633985751199147\n",
      "r2237 : (0, 0.0) 0.03633985751199147\n",
      "r2238 : (0, 0.0) 0.03633985751199147\n",
      "r2497 : (0, 3.142413437873741) 0.03633985751199147\n",
      "r2498 : (0, 3.142413437873741) 0.03633985751199147\n",
      "RE0066M : (0, 4.071247819461443) 0.03633985751199147\n",
      "RE0066R : (0, 4.071247819461443) 0.03633985751199147\n",
      "RE0569E : (0, 5.819157223674968) 0.03633985751199147\n",
      "RE0573N : (0, 4.37851162325373) 0.03633985751199147\n",
      "RE0580L : (0, 6.3432301395534685) 0.03633985751199147\n",
      "RE0924C : (0, 0.3448284969974411) 0.03633985751199147\n",
      "RE0925C : (0, 0.3448284969974411) 0.03633985751199147\n",
      "RE0927C : (0, 0.3448284969974411) 0.03633985751199147\n",
      "RE0928C : (0, 0.3448284969974411) 0.03633985751199147\n",
      "RE1050E : (0, 0.0840642647884745) 0.03633985751199147\n",
      "RE1050N : (0, 0.9560566524124028) 0.03633985751199147\n",
      "RE1096M : (0, 0.0285691521967709) 0.03633985751199147\n",
      "RE1134M : (0, 0.0285691521967709) 0.03633985751199147\n",
      "RE1826M : (0, 1.807354922057604) 0.03633985751199147\n",
      "RE1836X : (0, 7.5732684776759776) 0.03633985751199147\n",
      "RE2048N : (0, 3.304511041809953) 0.03633985751199147\n",
      "RE2146C : (0, 0.3448284969974411) 0.03633985751199147\n",
      "RE2155R : (0, 0.0285691521967709) 0.03633985751199147\n",
      "RE2221M : (0, 1.807354922057604) 0.03633985751199147\n",
      "RE2474R : (0, 0.0285691521967709) 0.03633985751199147\n",
      "RE2622C : (0, 0.3448284969974411) 0.03633985751199147\n",
      "RE2718G : (0, 1.831877241191673) 0.03633985751199147\n",
      "RE2722G : (0, 1.831877241191673) 0.03633985751199147\n",
      "RE2768R : (0, 0.0285691521967709) 0.03633985751199147\n",
      "RE2911C : (0, 6.277426896532659) 0.03633985751199147\n",
      "RE2977C : (0, 6.277426896532659) 0.03633985751199147\n",
      "RE2985M : (0, 4.2502036564992975) 0.03633985751199147\n",
      "RE2998M : (0, 4.2502036564992975) 0.03633985751199147\n",
      "RE3066X : (0, 4.94766615679601) 0.03633985751199147\n",
      "RE3233G : (0, 0.0840642647884745) 0.03633985751199147\n",
      "RE3233L : (0, 0.0840642647884745) 0.03633985751199147\n",
      "RE3251M : (0, 1.807354922057604) 0.03633985751199147\n",
      "RE3273C : (0, 3.3348542693316325) 0.03633985751199147\n",
      "RE3273G : (0, 3.4329594072761065) 0.03633985751199147\n",
      "RE3273R : (0, 3.4329594072761065) 0.03633985751199147\n",
      "RE3301G : (0, 3.4329594072761065) 0.03633985751199147\n",
      "RE3301R : (0, 3.4329594072761065) 0.03633985751199147\n",
      "RE3475N : (0, 3.304511041809953) 0.03633985751199147\n",
      "RE3503N : (0, 3.304511041809953) 0.03633985751199147\n",
      "RE3511M : (0, 4.071247819461443) 0.03633985751199147\n",
      "RE3511R : (0, 4.071247819461443) 0.03633985751199147\n",
      "RE3513N : (0, 3.304511041809953) 0.03633985751199147\n",
      "RE3526C : (0, 0.2387868595871164) 0.03633985751199147\n",
      "RE3624M : (0, 4.2502036564992975) 0.03633985751199147\n",
      "RE3626M : (0, 4.2502036564992975) 0.03633985751199147\n",
      "RN0021C : (0, 1.918386234446348) 0.03633985751199147\n",
      "RN0021R : (0, 7.082894152617435) 0.03633985751199147\n",
      "RN0021X : (0, 1.918386234446348) 0.03633985751199147\n",
      "RN0022C : (0, 1.918386234446348) 0.03633985751199147\n",
      "RN0022R : (0, 7.082894152617435) 0.03633985751199147\n",
      "RN0022X : (0, 1.918386234446348) 0.03633985751199147\n",
      "RN0023C : (0, 1.918386234446348) 0.03633985751199147\n",
      "RN0023R : (0, 7.082894152617435) 0.03633985751199147\n",
      "RN0023X : (0, 1.918386234446348) 0.03633985751199147\n",
      "RN0028C : (0, 1.918386234446348) 0.03633985751199147\n",
      "RN0028R : (0, 7.082894152617435) 0.03633985751199147\n",
      "RN0028X : (0, 1.918386234446348) 0.03633985751199147\n",
      "RN0031C : (0, 1.918386234446348) 0.03633985751199147\n",
      "RN0031R : (0, 7.082894152617435) 0.03633985751199147\n",
      "RN0031X : (0, 1.918386234446348) 0.03633985751199147\n",
      "ADPCOAPTE : (0, 3.873813198359087) 0.03633985751199147\n",
      "C12DCACOT : (0, 3.873813198359087) 0.03633985751199147\n",
      "FAOXC101C102x : (0, 4.2502036564992975) 0.03633985751199147\n",
      "FAOXC102C101m : (0, 6.478971805032942) 0.03633985751199147\n",
      "FAOXC102C101x : (0, 4.6194130105979365) 0.03633985751199147\n",
      "FAOXC102C103m : (0, 5.791032616755671) 0.03633985751199147\n",
      "FAOXC102C103x : (0, 4.2502036564992975) 0.03633985751199147\n",
      "FAOXC102m : (0, 5.437627248318949) 0.03633985751199147\n",
      "FAOXC103C102m : (0, 6.478971805032942) 0.03633985751199147\n",
      "FAOXC103C102x : (0, 4.6194130105979365) 0.03633985751199147\n",
      "FAOXC122m : (0, 5.437627248318949) 0.03633985751199147\n",
      "FAOXC123m : (0, 5.437627248318949) 0.03633985751199147\n",
      "FAOXC15ATPx : (0, 3.1554254317471973) 0.03633985751199147\n",
      "FAOXC163C164Gm : (0, 7.14700135572489) 0.03633985751199147\n",
      "FAOXC163C164x : (0, 4.2502036564992975) 0.03633985751199147\n",
      "FAOXC163Gm : (0, 5.437627248318949) 0.03633985751199147\n",
      "FAOXC164C163x : (0, 4.6194130105979365) 0.03633985751199147\n",
      "FAOXC164C165m : (0, 7.14700135572489) 0.03633985751199147\n",
      "FAOXC164C165x : (0, 4.2502036564992975) 0.03633985751199147\n",
      "FAOXC164GC163m : (0, 6.478971805032942) 0.03633985751199147\n",
      "FAOXC164m : (0, 5.437627248318949) 0.03633985751199147\n",
      "FAOXC165C164m : (0, 6.478971805032942) 0.03633985751199147\n",
      "FAOXC165C164x : (0, 4.6194130105979365) 0.03633985751199147\n",
      "FAOXC16BRx : (0, 3.1554254317471973) 0.03633985751199147\n",
      "FAOXC16DCr : (0, 2.771885578515366) 0.03633985751199147\n",
      "FAOXC184m : (0, 5.437627248318949) 0.03633985751199147\n",
      "FAOXC185m : (0, 5.437627248318949) 0.03633985751199147\n",
      "FAOXC204C205x : (0, 4.2502036564992975) 0.03633985751199147\n",
      "FAOXC225C226m : (0, 7.14700135572489) 0.03633985751199147\n",
      "FAOXC225C226x : (0, 4.2502036564992975) 0.03633985751199147\n",
      "FAOXC225m : (0, 5.437627248318949) 0.03633985751199147\n",
      "FAOXC226C225m : (0, 6.478971805032942) 0.03633985751199147\n",
      "FAOXC226C225x : (0, 4.6194130105979365) 0.03633985751199147\n",
      "FAOXC226C227m : (0, 7.14700135572489) 0.03633985751199147\n",
      "FAOXC226m : (0, 5.437627248318949) 0.03633985751199147\n",
      "FAOXC227C226m : (0, 6.478971805032942) 0.03633985751199147\n",
      "FAOXC61m : (0, 5.437627248318949) 0.03633985751199147\n",
      "FAOXTC101TC102m : (0, 5.791032616755671) 0.03633985751199147\n",
      "FAOXTC102C101m : (0, 6.478971805032942) 0.03633985751199147\n",
      "FAOXTC122m : (0, 5.437627248318949) 0.03633985751199147\n",
      "HEXDICOAACBPx : (0, 8.81698362325538) 0.03633985751199147\n",
      "IVCOAACBP : (0, 8.81698362325538) 0.03633985751199147\n",
      "PRISTCOAtcx : (0, 5.224194663970433) 0.03633985751199147\n",
      "SBCOAACOTx : (0, 3.873813198359087) 0.03633985751199147\n",
      "SCP21cx : (0, 5.224194663970433) 0.03633985751199147\n",
      "SEBCOAPET : (0, 3.873813198359087) 0.03633985751199147\n",
      "STCOATxc : (0, 3.142413437873741) 0.03633985751199147\n",
      "STRDNCCOAtxc : (0, 3.142413437873741) 0.03633985751199147\n",
      "ALAALAPEPT1tc : (0, 1.8237493603082728) 0.03633985751199147\n",
      "ASNATB0tc : (0, 0.070389327891398) 0.03633985751199147\n",
      "BALAPAT1tc : (0, 2.5310694927259543) 0.03633985751199147\n",
      "CARPEPT1tc : (0, 1.8237493603082728) 0.03633985751199147\n",
      "GALSGLT1le : (0, 0.01435529297707) 0.03633985751199147\n",
      "GLCSGLT1le : (0, 0.01435529297707) 0.03633985751199147\n",
      "GLNATB0tc : (0, 0.070389327891398) 0.03633985751199147\n",
      "GLYGLYPEPT1tc : (0, 1.8237493603082728) 0.03633985751199147\n",
      "GLYPHEPEPT1tc : (0, 1.8237493603082728) 0.03633985751199147\n",
      "GLYPROPEPT1tc : (0, 1.8237493603082728) 0.03633985751199147\n",
      "GLYSARPEPT1tc : (0, 1.8237493603082728) 0.03633985751199147\n",
      "LEUGLYPEPT1tc : (0, 1.8237493603082728) 0.03633985751199147\n",
      "LEULEUPEPT1tc : (0, 1.8237493603082728) 0.03633985751199147\n",
      "LINOFATPtc : (0, 2.833902076669163) 0.03633985751199147\n",
      "NACHORCTL3le : (0, 0.0426443374084937) 0.03633985751199147\n",
      "OLEICFATPtc : (0, 2.833902076669163) 0.03633985751199147\n",
      "PALFATPtc : (0, 2.833902076669163) 0.03633985751199147\n",
      "PHEATB0tc : (0, 0.070389327891398) 0.03633985751199147\n",
      "PROGLYPEPT1tc : (0, 1.8237493603082728) 0.03633985751199147\n",
      "TAUPAT1c : (0, 2.5310694927259543) 0.03633985751199147\n",
      "THRATB0tc : (0, 0.070389327891398) 0.03633985751199147\n",
      "TRPATB0tc : (0, 0.070389327891398) 0.03633985751199147\n",
      "TYRATB0tc : (0, 0.070389327891398) 0.03633985751199147\n",
      "VITEtl : (0, 0.2016338611696504) 0.03633985751199147\n",
      "4HPROLTASCT1 : (0, 4.152183419055046) 0.03633985751199147\n",
      "ASPPROASCT1 : (0, 4.152183419055046) 0.03633985751199147\n",
      "BIDGLCURr : (0, 0.0) 0.03633985751199147\n",
      "FADDPle : (0, 1.4005379295837286) 0.03633985751199147\n",
      "G6PDH2c : (0, 7.547357282446561) 0.03633985751199147\n",
      "GLUPROASCT1 : (0, 4.152183419055046) 0.03633985751199147\n",
      "GNDc : (0, 6.932155684432056) 0.03633985751199147\n",
      "PGLc : (0, 6.20906339534927) 0.03633985751199147\n",
      "CRNATBtc : (0, 0.070389327891398) 0.03633985751199147\n",
      "DHEASABCCte : (0, 0.0285691521967709) 0.03633985751199147\n",
      "ESTRAABCtc : (0, 0.0) 0.03633985751199147\n",
      "ESTROSABCCte : (0, 0.0285691521967709) 0.03633985751199147\n",
      "ESTRSABCtc : (0, 0.0) 0.03633985751199147\n",
      "LEUKABCtc : (0, 0.0) 0.03633985751199147\n",
      "PGLYCABCte : (0, 2.805292455600712) 0.03633985751199147\n",
      "PHEMEABCte : (0, 1.4329594072761065) 0.03633985751199147\n",
      "PSHSABCtc : (0, 0.2016338611696504) 0.03633985751199147\n",
      "RETABCtc : (0, 0.5160151470036647) 0.03633985751199147\n",
      "TCHOLABCtc : (0, 0.0) 0.03633985751199147\n",
      "PCRNte : (0, 3.895302621333306) 0.03633985751199147\n",
      "LNELDCCRNte : (0, 3.895302621333306) 0.03633985751199147\n",
      "ODECRNte : (0, 3.895302621333306) 0.03633985751199147\n",
      "STCRNte : (0, 3.895302621333306) 0.03633985751199147\n",
      "PMTCRNte : (0, 3.895302621333306) 0.03633985751199147\n",
      "HDCECRNte : (0, 3.895302621333306) 0.03633985751199147\n",
      "AND19ONEc : (0, 0.7398481026993274) 0.03633985751199147\n",
      "DESAT14_9 : (0, 7.713558356404792) 0.03633985751199147\n",
      "21HPRGNLONE : (0, 0.0285691521967709) 0.03633985751199147\n",
      "GPDDACHOL : (0, 1.9597701552114672) 0.03633985751199147\n",
      "HC02195c : (0, 0.0285691521967709) 0.03633985751199147\n",
      "HC02196c : (0, 0.0285691521967709) 0.03633985751199147\n",
      "HC02220c : (0, 0.0) 0.03633985751199147\n",
      "PCSF : (0, 6.446752484566551) 0.03633985751199147\n",
      "INDOXYLF : (0, 3.96624587322494) 0.03633985751199147\n",
      "INDSF : (0, 6.446752484566551) 0.03633985751199147\n",
      "INDSt : (0, 0.0) 0.03633985751199147\n",
      "TTDCEAc : (0, 1.7355221772965377) 0.03633985751199147\n",
      "ACCOAL : (0, 4.219555769166913) 0.03633985751199147\n",
      "EHGLAT : (0, 6.118110505607367) 0.03633985751199147\n",
      "FERO : (0, 0.0426443374084937) 0.03633985751199147\n",
      "FRTT : (0, 4.845991770664573) 0.03633985751199147\n",
      "GLYLEUPEPT1tc : (0, 1.8237493603082728) 0.03633985751199147\n",
      "PPNCL3 : (0, 6.529352462991249) 0.03633985751199147\n",
      "CITL : (0, 0.8953026213333066) 0.03633985751199214\n",
      "HEXGLYc : (0, 0.0) 0.036339857511994686\n",
      "SUBGLYc : (0, 0.0) 0.036339857511994686\n",
      "THEXDDtm : (0, 1.5008020530571575) 0.036339857511994686\n",
      "HEXDTRtm : (0, 1.5008020530571575) 0.036339857511994686\n",
      "HPDECECOAm : (0, 1.9818526532897407) 0.036339857511994686\n",
      "HPDECEtm : (0, 1.5008020530571575) 0.036339857511994686\n",
      "5EIPENCtm : (0, 1.5008020530571575) 0.036339857511994686\n",
      "ANDRSTNDNte : (0, 0.8718436485093178) 0.036339857511994686\n",
      "EANDRSTRNte : (0, 0.8718436485093178) 0.036339857511994686\n",
      "AHANDROSTANte : (0, 0.8718436485093178) 0.036339857511994686\n",
      "ANDRSTANDRte : (0, 0.8718436485093178) 0.036339857511994686\n",
      "CE2209te : (0, 0.8718436485093178) 0.036339857511994686\n",
      "C05301te : (0, 0.8718436485093178) 0.036339857511994686\n",
      "C05299te : (0, 0.8718436485093178) 0.036339857511994686\n",
      "C05302te : (0, 0.8718436485093178) 0.036339857511994686\n",
      "CE5072te : (0, 0.8718436485093178) 0.036339857511994686\n",
      "11DOCRTSLte : (0, 0.8718436485093178) 0.036339857511994686\n",
      "11DOCRTSTRNte : (0, 0.8718436485093178) 0.036339857511994686\n",
      "PRGNLONEte : (0, 0.8718436485093178) 0.036339857511994686\n",
      "CE2211te : (0, 0.8718436485093178) 0.036339857511994686\n",
      "17AHPRGSTRNte : (0, 0.8718436485093178) 0.036339857511994686\n",
      "17AHPRGNLONEte : (0, 0.8718436485093178) 0.036339857511994686\n",
      "C03681te : (0, 0.8718436485093178) 0.036339857511994686\n",
      "PRGNLONESte : (0, 0.8718436485093178) 0.036339857511994686\n",
      "CE1352te : (0, 0.8718436485093178) 0.036339857511994686\n",
      "C05769te : (0, 0.2016338611696504) 0.036339857511994686\n",
      "SAMHISTAe : (0, 0.2986583155645151) 0.036339857511994686\n",
      "CE2006te : (0, 3.985500430304885) 0.036339857511994686\n",
      "PPP9ABCte : (0, 1.4329594072761065) 0.036339857511994686\n",
      "TYRDOPOX : (0, 0.0840642647884745) 0.036339857511994686\n",
      "34DHPEAR : (0, 6.277426896532659) 0.036339857511994686\n",
      "DOPA4GLCURt : (0, 3.985500430304885) 0.036339857511994686\n",
      "DOPA3GLCURt : (0, 3.985500430304885) 0.036339857511994686\n",
      "NADPQNOXR : (0, 8.752949249054721) 0.036339857511994686\n",
      "NADQNOXR : (0, 8.752949249054721) 0.036339857511994686\n",
      "TYRDHINDOX : (0, 0.0840642647884745) 0.036339857511994686\n",
      "BGAL1e : (0, 0.8155754288625725) 0.036339857511994686\n",
      "BGAL3l : (0, 0.8155754288625725) 0.036339857511994686\n",
      "BGAL4l : (0, 0.8155754288625725) 0.036339857511994686\n",
      "DES21 : (0, 1.6182386555954549) 0.036339857511994686\n",
      "GBA2e : (0, 5.497931651896279) 0.036339857511994686\n",
      "NEU21 : (0, 0.0) 0.036339857511994686\n",
      "NEU22 : (0, 0.0) 0.036339857511994686\n",
      "NEU24 : (0, 0.0) 0.036339857511994686\n",
      "NEU31e : (0, 2.9981955031532523) 0.036339857511994686\n",
      "NEU32e : (0, 2.9981955031532523) 0.036339857511994686\n",
      "NEU33e : (0, 2.9981955031532523) 0.036339857511994686\n",
      "NEU34e : (0, 2.9981955031532523) 0.036339857511994686\n",
      "NEU35e : (0, 2.9981955031532523) 0.036339857511994686\n",
      "NEU36e : (0, 2.9981955031532523) 0.036339857511994686\n",
      "NEU37e : (0, 2.9981955031532523) 0.036339857511994686\n",
      "NEU39e : (0, 2.9981955031532523) 0.036339857511994686\n",
      "SMS21e : (0, 2.9392265777282085) 0.036339857511994686\n",
      "SPHK11 : (0, 4.79960542245267) 0.036339857511994686\n",
      "SPHK21n : (0, 3.2047667506546134) 0.036339857511994686\n",
      "SPHK22n : (0, 3.2047667506546134) 0.036339857511994686\n",
      "SPMD3n : (0, 0.1763227726404629) 0.036339857511994686\n",
      "ST8SIA13e : (0, 1.0840642647884746) 0.036339857511994686\n",
      "3DHCAS : (0, 0.0285691521967709) 0.036339857511994686\n",
      "3DHCDCAS : (0, 0.0285691521967709) 0.036339857511994686\n",
      "3DHDCAS : (0, 0.0285691521967709) 0.036339857511994686\n",
      "3DHLCAS : (0, 0.0285691521967709) 0.036339857511994686\n",
      "CA24GSc : (0, 0.0) 0.036339857511994686\n",
      "CA24GSr : (0, 0.0) 0.036339857511994686\n",
      "CASULT : (0, 0.0) 0.036339857511994686\n",
      "CDCA6AH : (0, 0.0285691521967709) 0.036339857511994686\n",
      "DCASULT : (0, 0.0) 0.036339857511994686\n",
      "GCASULT : (0, 0.0) 0.036339857511994686\n",
      "GCDCASULT : (0, 0.0) 0.036339857511994686\n",
      "GDCASULT : (0, 0.0) 0.036339857511994686\n",
      "GUDCASULT : (0, 0.0) 0.036339857511994686\n",
      "LCASULT : (0, 0.0) 0.036339857511994686\n",
      "TCASULT : (0, 0.0) 0.036339857511994686\n",
      "TCDCA6AH : (0, 0.0285691521967709) 0.036339857511994686\n",
      "TCDCASULT : (0, 0.0) 0.036339857511994686\n",
      "TDCASULT : (0, 0.0) 0.036339857511994686\n",
      "TUDCASULT : (0, 0.0) 0.036339857511994686\n",
      "UDCASULT : (0, 0.0) 0.036339857511994686\n",
      "2HATVACIDhc : (0, 6.147917191084018) 0.036339857511994686\n",
      "35DHPVShc : (0, 0.0285691521967709) 0.036339857511994686\n",
      "3HLVSTAChep : (0, 6.147917191084018) 0.036339857511994686\n",
      "3HSMVACIDhep : (0, 6.147917191084018) 0.036339857511994686\n",
      "4HATVACIDhc : (0, 6.147917191084018) 0.036339857511994686\n",
      "56DHPVShc : (0, 0.0285691521967709) 0.036339857511994686\n",
      "56EPPVShc : (0, 0.0285691521967709) 0.036339857511994686\n",
      "6CSMVACIDhep : (0, 6.147917191084018) 0.036339857511994686\n",
      "6HLVSTAChep : (0, 6.147917191084018) 0.036339857511994686\n",
      "6HMSMVACIDhep : (0, 6.147917191084018) 0.036339857511994686\n",
      "6HSMVACIDhep : (0, 6.147917191084018) 0.036339857511994686\n",
      "6MELACAChep : (0, 6.147917191084018) 0.036339857511994686\n",
      "6MELVACtbc : (0, 0.8718436485093178) 0.036339857511994686\n",
      "6OHFVShc : (0, 0.0) 0.036339857511994686\n",
      "7HPVShc : (0, 0.0285691521967709) 0.036339857511994686\n",
      "ALLOP2tu : (0, 0.070389327891398) 0.036339857511994686\n",
      "ACMPtu : (0, 0.8718436485093178) 0.036339857511994686\n",
      "ACMPGLUTtep : (0, 5.814294058282832) 0.036339857511994686\n",
      "ACMPGLUTthc : (0, 5.814294058282832) 0.036339857511994686\n",
      "ACMPGLUtep : (0, 5.814294058282832) 0.036339857511994686\n",
      "ACMPGLUthc : (0, 5.814294058282832) 0.036339857511994686\n",
      "ACMPShc : (0, 6.446752484566551) 0.036339857511994686\n",
      "ACMPthc : (0, 5.814294058282832) 0.036339857511994686\n",
      "ATVACIDhc : (0, 6.147917191084018) 0.036339857511994686\n",
      "ATVACIDtu : (0, 0.8718436485093178) 0.036339857511994686\n",
      "ATVLACtu : (0, 0.8718436485093178) 0.036339857511994686\n",
      "CRVSM1hr : (0, 6.816983623255381) 0.036339857511994686\n",
      "CRVSM1teb : (0, 1.4329594072761065) 0.036339857511994686\n",
      "CRVSM23hc : (0, 0.0) 0.036339857511994686\n",
      "CRVSM23hr : (0, 6.816983623255381) 0.036339857511994686\n",
      "CRVSM23teb : (0, 1.4329594072761065) 0.036339857511994686\n",
      "CRVSM24teb : (0, 1.4329594072761065) 0.036339857511994686\n",
      "CSAtu : (0, 0.8718436485093178) 0.036339857511994686\n",
      "DESFVShc : (0, 0.0) 0.036339857511992285\n",
      "DSPVShc : (0, 0.0285691521967709) 0.036339857511992285\n",
      "IBUP_RASCL1hep : (0, 3.85897561429202) 0.036339857511992285\n",
      "IBUP_RCYPCARhep : (0, 0.0) 0.036339857511992285\n",
      "IBUP_SCYP1hep : (0, 0.0) 0.036339857511992285\n",
      "IBUP_SCYPCARhep : (0, 0.0) 0.036339857511992285\n",
      "ISOLVSTtbc : (0, 0.8718436485093178) 0.036339857511992285\n",
      "LSTN1GLUChr : (0, 0.2868811477881615) 0.036339857511992285\n",
      "LSTNtu : (0, 0.8718436485093178) 0.036339857511992285\n",
      "LVSTACIDhep : (0, 6.147917191084018) 0.036339857511992285\n",
      "LVSTACIDtu : (0, 0.8718436485093178) 0.036339857511992285\n",
      "LVSTPGPtu : (0, 0.8718436485093178) 0.036339857511992285\n",
      "MDZtu : (0, 0.8718436485093178) 0.036339857511992285\n",
      "MERACMPtep : (0, 5.814294058282832) 0.036339857511992285\n",
      "MERACMPthc : (0, 5.814294058282832) 0.036339857511992285\n",
      "NDERSVteb : (0, 1.4329594072761065) 0.036339857511992285\n",
      "PTVSTATPtu : (0, 1.4329594072761065) 0.036339857511992285\n",
      "PTVSTM3eb : (0, 1.4329594072761065) 0.036339857511992285\n",
      "PTVSTM3hc : (0, 0.0285691521967709) 0.036339857511992285\n",
      "PTVSThc : (0, 6.147917191084018) 0.036339857511992285\n",
      "RSVATPtu : (0, 1.4329594072761065) 0.036339857511992285\n",
      "RSVLACteb : (0, 1.4329594072761065) 0.036339857511992285\n",
      "RSVSPONhc : (0, 6.147917191084018) 0.036339857511992285\n",
      "SMVACIDATPteb : (0, 0.8718436485093178) 0.036339857511992285\n",
      "SMVACIDhep : (0, 6.816983623255381) 0.036339857511992285\n",
      "SMVtu : (0, 0.8718436485093178) 0.036339857511992285\n",
      "SMVHYDROhep : (0, 6.147917191084018) 0.036339857511992285\n",
      "TACRtu : (0, 0.8718436485093178) 0.036339857511992285\n",
      "TMDM1hr : (0, 0.0) 0.036339857511992285\n",
      "TMDM5hr : (0, 0.0) 0.036339857511992285\n",
      "TRIPVShc : (0, 0.0285691521967709) 0.036339857511992285\n",
      "PIt2mi : (0, 8.85760783608573) 0.036339857511992285\n",
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      "HMR_9548 : (-3.950468414150123, 3.950468414150123) 0.036339857511992556\n",
      "HMR_9549 : (-4.444932048942182, 4.444932048942182) 0.036339857511992556\n",
      "HMR_9550 : (-5.099715999160909, 5.099715999160909) 0.036339857511992556\n",
      "HMR_9801 : (-3.13586316536868, 3.13586316536868) 0.036339857511992556\n",
      "HMR_0018 : (-0.0285691521967709, 0.0285691521967709) 0.036339857511992556\n",
      "HMR_0770 : (-3.4369613378336026, 3.4369613378336026) 0.036339857511992556\n",
      "HMR_1086 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_4844 : (-7.301861966687846, 7.301861966687846) 0.036339857511992556\n",
      "HMR_4847 : (-5.235344128172668, 5.235344128172668) 0.036339857511992556\n",
      "HMR_4848 : (-5.235344128172668, 5.235344128172668) 0.036339857511992556\n",
      "HMR_4849 : (-2.18269229751619, 2.18269229751619) 0.036339857511992556\n",
      "HMR_4861 : (-1.761285273361619, 1.761285273361619) 0.036339857511992556\n",
      "HMR_4873 : (-0.01435529297707, 0.01435529297707) 0.036339857511992556\n",
      "HMR_4882 : (-5.235344128172668, 5.235344128172668) 0.036339857511992556\n",
      "HMR_4980 : (-5.235344128172668, 5.235344128172668) 0.036339857511992556\n",
      "HMR_4985 : (-5.235344128172668, 5.235344128172668) 0.036339857511992556\n",
      "HMR_4992 : (-4.049630767724601, 4.049630767724601) 0.036339857511992556\n",
      "HMR_4994 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_5013 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_5023 : (-0.01435529297707, 0.01435529297707) 0.036339857511992556\n",
      "HMR_5441 : (-2.587364990936461, 2.587364990936461) 0.036339857511992556\n",
      "HMR_5459 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5461 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5462 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5463 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5464 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5466 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5467 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5468 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5469 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5471 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5472 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5474 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5475 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5476 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5477 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5478 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5479 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5480 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5481 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5482 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5483 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5484 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5485 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5486 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5488 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5489 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5490 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5491 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5493 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5494 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5495 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5496 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5498 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5499 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5500 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5501 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5502 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5503 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5504 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5505 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5506 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5507 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5508 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5509 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5510 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5511 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5512 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5513 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5514 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5515 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5517 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5518 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5519 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5520 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5521 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5522 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5523 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5524 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5525 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5526 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5542 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5543 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5544 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5545 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5546 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5548 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5549 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5551 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5552 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5553 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5554 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5555 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5556 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5557 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5558 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5559 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5560 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5561 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5562 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5563 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5564 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5565 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5566 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5567 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5568 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5569 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5570 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5571 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5572 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5573 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5574 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5575 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5576 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_5577 : (-7.775313975253812, 7.775313975253812) 0.036339857511992556\n",
      "HMR_6056 : (-1.879705766282288, 1.879705766282288) 0.036339857511992556\n",
      "HMR_6103 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6104 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6105 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6106 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6107 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6123 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6124 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6125 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6126 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6127 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6128 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6130 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6131 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6132 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6133 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6134 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6135 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6136 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6137 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6138 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6139 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6140 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6141 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6142 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6143 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6144 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6145 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6146 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6147 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6148 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6149 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6150 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6151 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6152 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6153 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6154 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6155 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6156 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6157 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6158 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6159 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6160 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6161 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6162 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6163 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6164 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6165 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6166 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6167 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6168 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6169 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6170 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6171 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6172 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6173 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6174 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6175 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6176 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6177 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6178 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6179 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6180 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6181 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6182 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6183 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6184 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6185 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6186 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6187 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6188 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6189 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6190 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6191 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6192 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6193 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6194 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6195 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6196 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6197 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6198 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6199 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6200 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6201 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6202 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6203 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6204 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6205 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6206 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6207 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6208 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6209 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6210 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6211 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6212 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6213 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6218 : (-0.137503523749935, 0.137503523749935) 0.036339857511992556\n",
      "HMR_6219 : (-0.137503523749935, 0.137503523749935) 0.036339857511992556\n",
      "HMR_6220 : (-0.137503523749935, 0.137503523749935) 0.036339857511992556\n",
      "HMR_6221 : (-0.137503523749935, 0.137503523749935) 0.036339857511992556\n",
      "HMR_6222 : (-0.137503523749935, 0.137503523749935) 0.036339857511992556\n",
      "HMR_6223 : (-0.137503523749935, 0.137503523749935) 0.036339857511992556\n",
      "HMR_6224 : (-0.137503523749935, 0.137503523749935) 0.036339857511992556\n",
      "HMR_6225 : (-0.137503523749935, 0.137503523749935) 0.036339857511992556\n",
      "HMR_6226 : (-0.137503523749935, 0.137503523749935) 0.036339857511992556\n",
      "HMR_6227 : (-0.137503523749935, 0.137503523749935) 0.036339857511992556\n",
      "HMR_6228 : (-0.137503523749935, 0.137503523749935) 0.036339857511992556\n",
      "HMR_6229 : (-0.137503523749935, 0.137503523749935) 0.036339857511992556\n",
      "HMR_6230 : (-0.137503523749935, 0.137503523749935) 0.036339857511992556\n",
      "HMR_6231 : (-0.137503523749935, 0.137503523749935) 0.036339857511992556\n",
      "HMR_6232 : (-0.137503523749935, 0.137503523749935) 0.036339857511992556\n",
      "HMR_6233 : (-0.137503523749935, 0.137503523749935) 0.036339857511992556\n",
      "HMR_6234 : (-0.137503523749935, 0.137503523749935) 0.036339857511992556\n",
      "HMR_6235 : (-0.137503523749935, 0.137503523749935) 0.036339857511992556\n",
      "HMR_6236 : (-0.137503523749935, 0.137503523749935) 0.036339857511992556\n",
      "HMR_6237 : (-0.137503523749935, 0.137503523749935) 0.036339857511992556\n",
      "HMR_6238 : (-0.137503523749935, 0.137503523749935) 0.036339857511992556\n",
      "HMR_6239 : (-0.137503523749935, 0.137503523749935) 0.036339857511992556\n",
      "HMR_6240 : (-0.137503523749935, 0.137503523749935) 0.036339857511992556\n",
      "HMR_6250 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6253 : (-0.0, 0.0) 0.036339857511992556\n",
      "HMR_6254 : (-0.0, 0.0) 0.03633985751199247\n",
      "HMR_6255 : (-0.0, 0.0) 0.03633985751199247\n",
      "HMR_6256 : (-0.0, 0.0) 0.03633985751199247\n",
      "HMR_6258 : (-0.0, 0.0) 0.03633985751199247\n",
      "HMR_6259 : (-0.0, 0.0) 0.03633985751199247\n",
      "HMR_6261 : (-0.0, 0.0) 0.03633985751199247\n",
      "HMR_6262 : (-0.0, 0.0) 0.03633985751199247\n",
      "HMR_6263 : (-0.0, 0.0) 0.03633985751199247\n",
      "HMR_6264 : (-0.0, 0.0) 0.03633985751199247\n",
      "HMR_6265 : (-0.0, 0.0) 0.03633985751199247\n",
      "HMR_6267 : (-0.0, 0.0) 0.03633985751199247\n",
      "HMR_6270 : (-0.0, 0.0) 0.03633985751199247\n",
      "HMR_6271 : (-0.0, 0.0) 0.03633985751199247\n",
      "HMR_6272 : (-0.0, 0.0) 0.03633985751199247\n",
      "HMR_6273 : (-0.0, 0.0) 0.03633985751199247\n",
      "HMR_6274 : (-0.0, 0.0) 0.03633985751199247\n",
      "HMR_7682 : (-3.5909612413426, 3.5909612413426) 0.03633985751199247\n",
      "HMR_7683 : (-3.5909612413426, 3.5909612413426) 0.03633985751199247\n",
      "HMR_7684 : (-3.5909612413426, 3.5909612413426) 0.03633985751199247\n",
      "HMR_7685 : (-3.5909612413426, 3.5909612413426) 0.03633985751199247\n",
      "HMR_7686 : (-3.5909612413426, 3.5909612413426) 0.03633985751199247\n",
      "HMR_7905 : (-0.3103401206121505, 0.3103401206121505) 0.03633985751199247\n",
      "HMR_8031 : (-0.0, 0.0) 0.03633985751199247\n",
      "HMR_8081 : (-0.5058909297299572, 0.5058909297299572) 0.03633985751199247\n",
      "HMR_8225 : (-4.541638734436141, 4.541638734436141) 0.03633985751199247\n",
      "HMR_8586 : (-7.7395106064896595, 7.7395106064896595) 0.03633985751199247\n",
      "HMR_8636 : (-5.235344128172668, 5.235344128172668) 0.03633985751199247\n",
      "HMR_8867 : (-7.7395106064896595, 7.7395106064896595) 0.03633985751199247\n",
      "HMR_9193 : (-0.0, 0.0) 0.03633985751199247\n",
      "HMR_9195 : (-0.0, 0.0) 0.03633985751199247\n",
      "HMR_8022 : (-1.0, 1.0) 0.0363398575119905\n",
      "HMR_0169 : (-8.81698362325538, 8.81698362325538) 0.0363398575119905\n",
      "HMR_4237 : (-1.0, 1.0) 0.03633985751199247\n",
      "HMR_4756 : (-4.907371413823563, 4.907371413823563) 0.03633985751199165\n",
      "HMR_4760 : (-4.907371413823563, 4.907371413823563) 0.03633985751199165\n",
      "HMR_4851 : (-5.911212201558612, 5.911212201558612) 0.03633985751199165\n",
      "HMR_4852 : (-5.15623479785027, 5.15623479785027) 0.03633985751199165\n",
      "HMR_4854 : (-5.911212201558612, 5.911212201558612) 0.03633985751199165\n",
      "HMR_4855 : (-5.15623479785027, 5.15623479785027) 0.03633985751199165\n",
      "HMR_4863 : (-5.911212201558612, 5.911212201558612) 0.03633985751199165\n",
      "HMR_4864 : (-5.911212201558612, 5.911212201558612) 0.03633985751199165\n",
      "HMR_4867 : (-5.911212201558612, 5.911212201558612) 0.03633985751199165\n",
      "HMR_4868 : (-5.911212201558612, 5.911212201558612) 0.03633985751199165\n",
      "HMR_4871 : (-5.911212201558612, 5.911212201558612) 0.03633985751199165\n",
      "HMR_4872 : (-5.911212201558612, 5.911212201558612) 0.03633985751199165\n",
      "HMR_4888 : (-0.0285691521967709, 0.0285691521967709) 0.036339857511992334\n",
      "HMR_4944 : (-3.5909612413426, 3.5909612413426) 0.036339857511992334\n",
      "HMR_4951 : (-0.0, 0.0) 0.03633985751199228\n",
      "HMR_4971 : (-7.911991113699615, 7.911991113699615) 0.03633985751199228\n",
      "HMR_4972 : (-7.911991113699615, 7.911991113699615) 0.03633985751199228\n",
      "HMR_5031 : (-5.852747964800878, 5.852747964800878) 0.03633985751199781\n",
      "HMR_5033 : (-5.852747964800878, 5.852747964800878) 0.03633985751199781\n",
      "HMR_5046 : (-4.69655030107857, 4.69655030107857) 0.03633985751199781\n",
      "HMR_5124 : (-4.57106999816771, 4.57106999816771) 0.03633985751199781\n",
      "HMR_5411 : (-6.107269393592545, 6.107269393592545) 0.03633985751199781\n",
      "HMR_6276 : (-7.911991113699615, 7.911991113699615) 0.03633985751199781\n",
      "HMR_6277 : (-7.911991113699615, 7.911991113699615) 0.03633985751199781\n",
      "HMR_6297 : (-7.911991113699615, 7.911991113699615) 0.03633985751199781\n",
      "HMR_6298 : (-7.911991113699615, 7.911991113699615) 0.03633985751199781\n",
      "HMR_6391 : (-5.15623479785027, 5.15623479785027) 0.03633985751199781\n",
      "HMR_6521 : (-5.911212201558612, 5.911212201558612) 0.03633985751199781\n",
      "HMR_6522 : (-5.911212201558612, 5.911212201558612) 0.03633985751199781\n",
      "HMR_7719 : (-5.852747964800878, 5.852747964800878) 0.03633985751199781\n",
      "HMR_7723 : (-5.852747964800878, 5.852747964800878) 0.03633985751199781\n",
      "HMR_7769 : (-4.305240965954483, 4.305240965954483) 0.03633985751199781\n",
      "HMR_7804 : (-4.083213368248981, 4.083213368248981) 0.03633985751199781\n",
      "HMR_7806 : (-4.083213368248981, 4.083213368248981) 0.03633985751199781\n",
      "HMR_7808 : (-4.083213368248981, 4.083213368248981) 0.036339857511921\n",
      "HMR_7810 : (-4.083213368248981, 4.083213368248981) 0.036339857511983355\n",
      "HMR_7812 : (-4.083213368248981, 4.083213368248981) 0.036339857511983355\n",
      "HMR_7814 : (-4.083213368248981, 4.083213368248981) 0.036339857511983355\n",
      "HMR_7818 : (-4.083213368248981, 4.083213368248981) 0.036339857511983355\n",
      "HMR_7820 : (-4.083213368248981, 4.083213368248981) 0.036339857511983355\n",
      "HMR_7822 : (-4.083213368248981, 4.083213368248981) 0.036339857511983355\n",
      "HMR_7824 : (-4.083213368248981, 4.083213368248981) 0.03633985751199477\n",
      "HMR_8513 : (-6.107269393592545, 6.107269393592545) 0.03633985751199477\n",
      "HMR_8741 : (-5.911212201558612, 5.911212201558612) 0.03633985751199477\n",
      "HMR_8742 : (-5.911212201558612, 5.911212201558612) 0.03633985751199477\n",
      "HMR_8910 : (-5.852747964800878, 5.852747964800878) 0.03633985751199477\n",
      "HMR_1443 : (-6.107269393592545, 6.107269393592545) 0.03633985751201121\n",
      "HMR_2407 : (-3.142413437873741, 3.142413437873741) 0.03633985751200952\n",
      "HMR_2509 : (-3.142413437873741, 3.142413437873741) 0.03633985751200952\n",
      "HMR_3007 : (-6.107269393592545, 6.107269393592545) 0.03633985751200952\n",
      "HMR_3018 : (-3.142413437873741, 3.142413437873741) 0.03633985751200952\n",
      "HMR_3019 : (-3.142413437873741, 3.142413437873741) 0.03633985751200952\n",
      "HMR_3021 : (-3.142413437873741, 3.142413437873741) 0.03633985751200952\n",
      "HMR_3022 : (-3.142413437873741, 3.142413437873741) 0.03633985751200952\n",
      "HMR_3024 : (-3.142413437873741, 3.142413437873741) 0.03633985751200952\n",
      "HMR_3025 : (-3.142413437873741, 3.142413437873741) 0.03633985751200952\n",
      "HMR_3026 : (-3.895302621333306, 3.895302621333306) 0.03633985751200952\n",
      "HMR_4986 : (-3.532316959332765, 3.532316959332765) 0.03633985751200952\n",
      "HMR_5452 : (-3.532316959332765, 3.532316959332765) 0.03633985751200952\n",
      "HMR_4535 : (-4.322649262131017, 4.322649262131017) 0.03633985751200952\n",
      "HMR_7196 : (-4.249445341085838, 4.249445341085838) 0.03633985751200952\n",
      "HMR_7710 : (-2.639232163249277, 2.639232163249277) 0.03633985751200952\n",
      "HMR_7714 : (-2.639232163249277, 2.639232163249277) 0.03633985751200952\n",
      "HMR_7718 : (-2.639232163249277, 2.639232163249277) 0.03633985751200952\n",
      "HMR_7722 : (-2.639232163249277, 2.639232163249277) 0.03633985751200952\n",
      "HMR_7726 : (-2.639232163249277, 2.639232163249277) 0.03633985751200952\n",
      "HMR_7729 : (-2.639232163249277, 2.639232163249277) 0.03633985751200952\n",
      "HMR_8355 : (-2.5310694927259543, 2.5310694927259543) 0.03633985751200952\n",
      "HMR_8688 : (-2.5310694927259543, 2.5310694927259543) 0.03633985751200952\n",
      "HMR_8887 : (-4.249445341085838, 4.249445341085838) 0.03633985751200952\n",
      "HMR_8908 : (-4.249445341085838, 4.249445341085838) 0.03633985751200952\n",
      "HMR_8928 : (-2.5310694927259543, 2.5310694927259543) 0.03633985751200952\n",
      "HMR_4125 : (-2.990954860396993, 2.990954860396993) 0.03633985751200952\n",
      "HMR_7433 : (-5.684257705058931, 5.684257705058931) 0.03633985751200952\n",
      "HMR_7675 : (-7.251813754529217, 7.251813754529217) 0.03633985751200952\n",
      "HMR_7693 : (-4.322649262131017, 4.322649262131017) 0.03633985751200952\n",
      "HMR_7733 : (-3.075532631167357, 3.075532631167357) 0.03633985751200952\n",
      "HMR_7740 : (-6.911332061571217, 6.911332061571217) 0.03633985751200952\n",
      "HMR_7759 : (-4.04176864995163, 4.04176864995163) 0.03633985751200952\n",
      "HMR_7761 : (-1.8237493603082728, 1.8237493603082728) 0.03633985751200952\n",
      "HMR_8146 : (-3.2479275134435857, 3.2479275134435857) 0.03633985751200952\n",
      "HMR_0461 : (-4.144862142915734, 4.144862142915734) 0.03633985751200952\n",
      "HMR_2777 : (-3.895302621333306, 3.895302621333306) 0.03633985751197887\n",
      "HMR_4880 : (-3.693765712217783, 3.693765712217783) 0.03633985751197887\n",
      "HMR_4942 : (-3.5909612413426, 3.5909612413426) 0.03633985751197887\n",
      "HMR_5004 : (-1.1890338243900171, 1.1890338243900171) 0.03633985751197887\n",
      "HMR_5027 : (-7.251813754529217, 7.251813754529217) 0.03633985751197887\n",
      "HMR_8369 : (-3.693765712217783, 3.693765712217783) 0.03633985751197887\n",
      "HMR_9200 : (-7.242126101657938, 7.242126101657938) 0.03633985751197887\n",
      "5FTHFt2 : (-3.5909612413426, 3.5909612413426) 0.03633985751197887\n",
      "5MTHFt2 : (-3.5909612413426, 3.5909612413426) 0.03633985751197887\n",
      "ACCOAtr : (-4.541638734436141, 4.541638734436141) 0.03633985751197887\n",
      "ACRNtm : (-3.1667154449664223, 3.1667154449664223) 0.03633985751197887\n",
      "ADRNCRNt : (-3.1667154449664223, 3.1667154449664223) 0.03633985751197887\n",
      "ALAt2rL : (-2.5310694927259543, 2.5310694927259543) 0.03633985751197887\n",
      "ARACHCRNt : (-3.1667154449664223, 3.1667154449664223) 0.03633985751197887\n",
      "BTNt2m : (-6.107269393592545, 6.107269393592545) 0.03633985751197887\n",
      "BUTt2m : (-6.107269393592545, 6.107269393592545) 0.03633985751197887\n",
      "C160CRNt : (-3.1667154449664223, 3.1667154449664223) 0.03633985751197887\n",
      "C161CPT22 : (-4.388189537156084, 4.388189537156084) 0.03633985751197887\n",
      "C161CRN2t : (-3.1667154449664223, 3.1667154449664223) 0.03633985751197887\n",
      "C161CRNt : (-3.1667154449664223, 3.1667154449664223) 0.03633985751197887\n",
      "C180CRNt : (-3.1667154449664223, 3.1667154449664223) 0.03633985751197887\n",
      "C181CPT2 : (-4.388189537156084, 4.388189537156084) 0.03633985751197887\n",
      "C181CRNt : (-3.1667154449664223, 3.1667154449664223) 0.03633985751197887\n",
      "C204CRNt : (-3.1667154449664223, 3.1667154449664223) 0.03633985751197887\n",
      "CITtam : (-7.911991113699615, 7.911991113699615) 0.03633985751197887\n",
      "CLPNDCRNt : (-3.1667154449664223, 3.1667154449664223) 0.03633985751197887\n",
      "DCSPTN1CRNt : (-3.1667154449664223, 3.1667154449664223) 0.03633985751197887\n",
      "DLNLCGCRNt : (-3.1667154449664223, 3.1667154449664223) 0.03633985751197887\n",
      "EICOSTETCRNt : (-3.1667154449664223, 3.1667154449664223) 0.03633985751197887\n",
      "ELAIDCPT2 : (-4.388189537156084, 4.388189537156084) 0.03633985751197887\n",
      "ELAIDCRNt : (-3.1667154449664223, 3.1667154449664223) 0.03633985751197887\n",
      "FA141ACPH : (-0.0285691521967709, 0.0285691521967709) 0.03633985751197887\n",
      "FA161ACPH : (-0.0285691521967709, 0.0285691521967709) 0.03633985751197887\n",
      "FA180ACPH : (-0.0285691521967709, 0.0285691521967709) 0.03633985751197887\n",
      "FA181ACPH : (-0.0285691521967709, 0.0285691521967709) 0.03633985751197887\n",
      "FA182ACPH : (-0.0285691521967709, 0.0285691521967709) 0.03633985751197887\n",
      "FACOAL1813 : (-3.85897561429202, 3.85897561429202) 0.03633985751197887\n",
      "FACOAL206 : (-3.1554254317471973, 3.1554254317471973) 0.03633985751197887\n",
      "FBA5 : (-0.0, 0.0) 0.03633985751197887\n",
      "FOLt2 : (-3.5909612413426, 3.5909612413426) 0.0363398575120037\n",
      "GLCt2_2 : (-0.01435529297707, 0.01435529297707) 0.036339857511983\n",
      "GLYt2rL : (-2.5310694927259543, 2.5310694927259543) 0.036339857511983\n",
      "HEXCCPT2 : (-4.388189537156084, 4.388189537156084) 0.036339857511983\n",
      "HEXCCRNt : (-3.1667154449664223, 3.1667154449664223) 0.036339857511983\n",
      "HPDCACRNt : (-3.1667154449664223, 3.1667154449664223) 0.036339857511983\n",
      "HXANtl : (-2.639232163249277, 2.639232163249277) 0.036339857511983\n",
      "INStl : (-2.639232163249277, 2.639232163249277) 0.036339857511983\n",
      "LGNCCPT2 : (-4.388189537156084, 4.388189537156084) 0.036339857511983\n",
      "LGNCCRNt : (-3.1667154449664223, 3.1667154449664223) 0.036339857511983\n",
      "LNELDCCRNt : (-3.1667154449664223, 3.1667154449664223) 0.036339857511983\n",
      "LNLCCRNt : (-3.1667154449664223, 3.1667154449664223) 0.036339857511983\n",
      "LNLNCACPT2 : (-4.388189537156084, 4.388189537156084) 0.036339857511983\n",
      "LNLNCACRNt : (-3.1667154449664223, 3.1667154449664223) 0.036339857511983\n",
      "LNLNCGCRNt : (-3.1667154449664223, 3.1667154449664223) 0.036339857511983\n",
      "MCOATAm : (-3.903038270112912, 3.903038270112912) 0.036339857511983\n",
      "NRVNCCPT2 : (-4.388189537156084, 4.388189537156084) 0.036339857511983\n",
      "NRVNCCRNt : (-3.1667154449664223, 3.1667154449664223) 0.036339857511983\n",
      "PCRNtm : (-3.1667154449664223, 3.1667154449664223) 0.036339857511983\n",
      "PIter : (-2.849999259466098, 2.849999259466098) 0.036339857511983\n",
      "PROt2rL : (-2.5310694927259543, 2.5310694927259543) 0.036339857511983\n",
      "PTDCACRNt : (-3.1667154449664223, 3.1667154449664223) 0.036339857511983\n",
      "SCP22x : (-7.5732684776759776, 7.5732684776759776) 0.036339857511983\n",
      "STRDNCCRNt : (-3.1667154449664223, 3.1667154449664223) 0.036339857511983\n",
      "TETPENT3CPT2 : (-4.388189537156084, 4.388189537156084) 0.036339857511983\n",
      "TETPENT3CRNt : (-3.1667154449664223, 3.1667154449664223) 0.036339857511983\n",
      "TETPENT6CPT2 : (-4.388189537156084, 4.388189537156084) 0.036339857511983\n",
      "TETPENT6CRNt : (-3.1667154449664223, 3.1667154449664223) 0.036339857511983\n",
      "TETTET6CPT2 : (-4.388189537156084, 4.388189537156084) 0.036339857511983\n",
      "TETTET6CRNt : (-3.1667154449664223, 3.1667154449664223) 0.036339857511983\n",
      "THFt2 : (-3.5909612413426, 3.5909612413426) 0.036339857511983\n",
      "THMMPt4 : (-3.5909612413426, 3.5909612413426) 0.036339857511983\n",
      "TMNDNCCRNt : (-3.1667154449664223, 3.1667154449664223) 0.036339857511983\n",
      "TTDCRNt : (-3.1667154449664223, 3.1667154449664223) 0.036339857511983\n",
      "UGT1A10r : (-0.0, 0.0) 0.036339857511983\n",
      "r0170 : (-7.888864990178521, 7.888864990178521) 0.036339857511983\n",
      "r0193 : (-3.9900472195737935, 3.9900472195737935) 0.036339857511983\n",
      "r0410 : (-5.845991770664573, 5.845991770664573) 0.036339857511983\n",
      "r0575 : (-7.888864990178521, 7.888864990178521) 0.036339857511983\n",
      "r0672 : (-4.470536865092583, 4.470536865092583) 0.036339857511983\n",
      "r0707 : (-1.1505596765753812, 1.1505596765753812) 0.036339857511983\n",
      "r0774 : (-6.750338520244706, 6.750338520244706) 0.036339857511983\n",
      "r0780 : (-6.106432077816929, 6.106432077816929) 0.036339857511983\n",
      "r0783 : (-8.649328040984784, 8.649328040984784) 0.036339857511983\n",
      "r0913 : (-7.911991113699615, 7.911991113699615) 0.036339857511983\n",
      "r0915 : (-7.911991113699615, 7.911991113699615) 0.036339857511983\n",
      "r0946 : (-0.1243281350022017, 0.1243281350022017) 0.036339857511983\n",
      "r1135 : (-3.476381687567235, 3.476381687567235) 0.036339857511983\n",
      "r1147 : (-7.911991113699615, 7.911991113699615) 0.036339857511983\n",
      "r1380 : (-8.649328040984784, 8.649328040984784) 0.036339857511983\n",
      "r1381 : (-7.405737143404707, 7.405737143404707) 0.036339857511983\n",
      "r2315 : (-0.137503523749935, 0.137503523749935) 0.036339857511983\n",
      "r2346 : (-0.0, 0.0) 0.036339857511983\n",
      "r2373 : (-7.911991113699615, 7.911991113699615) 0.036339857511983\n",
      "r2374 : (-7.911991113699615, 7.911991113699615) 0.036339857511983\n",
      "r2375 : (-7.911991113699615, 7.911991113699615) 0.036339857511983\n",
      "r2376 : (-7.911991113699615, 7.911991113699615) 0.036339857511983\n",
      "r2377 : (-7.911991113699615, 7.911991113699615) 0.036339857511983\n",
      "r2378 : (-7.911991113699615, 7.911991113699615) 0.036339857511983\n",
      "r2379 : (-7.911991113699615, 7.911991113699615) 0.036339857511983\n",
      "r2380 : (-7.911991113699615, 7.911991113699615) 0.036339857511983\n",
      "RE0572N : (-5.718087583960517, 5.718087583960517) 0.036339857511983\n",
      "RE0581R : (-7.221297103163338, 7.221297103163338) 0.036339857511983\n",
      "RE0582N : (-4.37851162325373, 4.37851162325373) 0.036339857511983\n",
      "RE0583N : (-7.838069346085931, 7.838069346085931) 0.036339857511983\n",
      "RE0702E : (-0.0840642647884745, 0.0840642647884745) 0.036339857511983\n",
      "RE0702N : (-0.9560566524124028, 0.9560566524124028) 0.036339857511983\n",
      "RE0908G : (-1.9411063109464315, 1.9411063109464315) 0.036339857511983\n",
      "RE0908R : (-1.9411063109464315, 1.9411063109464315) 0.036339857511983\n",
      "RE0916G : (-1.9411063109464315, 1.9411063109464315) 0.036339857511983\n",
      "RE0916R : (-1.9411063109464315, 1.9411063109464315) 0.036339857511983\n",
      "RE0918G : (-1.9411063109464315, 1.9411063109464315) 0.036339857511983\n",
      "RE0918R : (-1.9411063109464315, 1.9411063109464315) 0.036339857511983\n",
      "RE0936E : (-0.2630344058337938, 0.2630344058337938) 0.036339857511983\n",
      "RE0937E : (-0.2630344058337938, 0.2630344058337938) 0.036339857511983\n",
      "RE0938E : (-0.2630344058337938, 0.2630344058337938) 0.036339857511983\n",
      "RE1062M : (-3.298658315564515, 3.298658315564515) 0.036339857511983\n",
      "RE1099G : (-1.9411063109464315, 1.9411063109464315) 0.036339857511983\n",
      "RE1099L : (-1.9411063109464315, 1.9411063109464315) 0.036339857511983\n",
      "RE1099R : (-1.9411063109464315, 1.9411063109464315) 0.036339857511983\n",
      "RE1100G : (-1.9411063109464315, 1.9411063109464315) 0.036339857511983\n",
      "RE1100L : (-1.9411063109464315, 1.9411063109464315) 0.036339857511983\n",
      "RE1135G : (-1.9411063109464315, 1.9411063109464315) 0.036339857511983\n",
      "RE1135L : (-1.9411063109464315, 1.9411063109464315) 0.036339857511983\n",
      "RE1447M : (-2.908812907739547, 2.908812907739547) 0.036339857511983\n",
      "RE1711M : (-2.269033146455237, 2.269033146455237) 0.036339857511983\n",
      "RE1804M : (-1.807354922057604, 1.807354922057604) 0.0363398575119731\n",
      "RE1807M : (-1.807354922057604, 1.807354922057604) 0.036339857511988025\n",
      "RE1836M : (-7.5732684776759776, 7.5732684776759776) 0.036339857511988025\n",
      "RE1860E : (-4.930737337562887, 4.930737337562887) 0.036339857511988025\n",
      "RE1916X : (-6.955591791753994, 6.955591791753994) 0.036339857511988025\n",
      "RE2051G : (-3.0268000593437154, 3.0268000593437154) 0.036339857511988025\n",
      "RE2051R : (-3.0268000593437154, 3.0268000593437154) 0.036339857511988025\n",
      "RE2269E : (-0.0976107966264223, 0.0976107966264223) 0.036339857511988025\n",
      "RE2272L : (-4.821710215034674, 4.821710215034674) 0.036339857511988025\n",
      "RE2296X : (-6.955591791753994, 6.955591791753994) 0.036339857511988025\n",
      "RE2349M : (-2.15704371014558, 2.15704371014558) 0.036339857511988025\n",
      "RE2410N : (-6.729552770453971, 6.729552770453971) 0.036339857511988025\n",
      "RE2513E : (-0.0840642647884745, 0.0840642647884745) 0.036339857511988025\n",
      "RE2513N : (-0.9560566524124028, 0.9560566524124028) 0.036339857511988025\n",
      "RE2514E : (-0.0840642647884745, 0.0840642647884745) 0.036339857511988025\n",
      "RE2514N : (-0.9560566524124028, 0.9560566524124028) 0.036339857511988025\n",
      "RE2522X : (-6.955591791753994, 6.955591791753994) 0.036339857511988025\n",
      "RE2523X : (-6.955591791753994, 6.955591791753994) 0.036339857511988025\n",
      "RE2524X : (-6.955591791753994, 6.955591791753994) 0.036339857511988025\n",
      "RE2525X : (-6.955591791753994, 6.955591791753994) 0.036339857511988025\n",
      "RE2541E : (-0.925999418556223, 0.925999418556223) 0.036339857511988025\n",
      "RE2541L : (-6.816983623255381, 6.816983623255381) 0.036339857511988025\n",
      "RE2625M : (-1.807354922057604, 1.807354922057604) 0.036339857511988025\n",
      "RE2626M : (-1.807354922057604, 1.807354922057604) 0.036339857511988025\n",
      "RE2888N : (-0.9560566524124028, 0.9560566524124028) 0.036339857511988025\n",
      "RE2921X : (-4.342696959981934, 4.342696959981934) 0.036339857511988025\n",
      "RE3000M : (-8.887860317252679, 8.887860317252679) 0.036339857511988025\n",
      "RE3001M : (-6.478971805032942, 6.478971805032942) 0.036339857511988025\n",
      "RE3072X : (-3.2094533656289497, 3.2094533656289497) 0.036339857511988025\n",
      "RE3075X : (-3.1554254317471973, 3.1554254317471973) 0.036339857511988025\n",
      "RE3104R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3106R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3112R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3113R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3119R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3121R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3122R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3123R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3125R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3126R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3134C : (-6.106432077816929, 6.106432077816929) 0.036339857511988025\n",
      "RE3134R : (-6.106432077816929, 6.106432077816929) 0.036339857511988025\n",
      "RE3147R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3150R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3152R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3153R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3154R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3155R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3158X : (-4.584361252518709, 4.584361252518709) 0.036339857511988025\n",
      "RE3162R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3163R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3164R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3166R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3167R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3168R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3169R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3171R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3172R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3173R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3175R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3176R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3218L : (-1.9411063109464315, 1.9411063109464315) 0.036339857511988025\n",
      "RE3218R : (-1.9411063109464315, 1.9411063109464315) 0.036339857511988025\n",
      "RE3220L : (-1.9411063109464315, 1.9411063109464315) 0.036339857511988025\n",
      "RE3220R : (-1.9411063109464315, 1.9411063109464315) 0.036339857511988025\n",
      "RE3227R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3228R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3229R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3230R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3231R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3232R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3234R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3235R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3236R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3242R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3243R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3244R : (-7.221297103163338, 7.221297103163338) 0.036339857511988025\n",
      "RE3248X : (-4.342696959981934, 4.342696959981934) 0.036339857511988025\n",
      "RE3268R : (-0.0, 0.0) 0.036339857511988025\n",
      "RE3338C : (-7.181798280524177, 7.181798280524177) 0.036339857511988025\n",
      "RE3340C : (-7.181798280524177, 7.181798280524177) 0.036339857511988025\n",
      "RE3381E : (-0.925999418556223, 0.925999418556223) 0.036339857511988025\n",
      "RE3381L : (-6.816983623255381, 6.816983623255381) 0.036339857511988025\n",
      "RE3448C : (-7.181798280524177, 7.181798280524177) 0.036339857511988025\n",
      "RE3470M : (-5.199279721336625, 5.199279721336625) 0.036339857511988025\n",
      "RE3470X : (-5.199279721336625, 5.199279721336625) 0.036339857511988025\n",
      "RE3476M : (-5.199279721336625, 5.199279721336625) 0.036339857511988025\n",
      "RE3476X : (-5.199279721336625, 5.199279721336625) 0.036339857511988025\n",
      "RE3520N : (-8.044120855783266, 8.044120855783266) 0.036339857511988025\n",
      "RE3564C : (-7.181798280524177, 7.181798280524177) 0.036339857511988025\n",
      "RE3587N : (-8.73613129490782, 8.73613129490782) 0.036339857511988025\n",
      "RE3596M : (-5.199279721336625, 5.199279721336625) 0.036339857511988025\n",
      "RE3596X : (-5.199279721336625, 5.199279721336625) 0.036339857511988025\n",
      "RE3627C : (-7.181798280524177, 7.181798280524177) 0.036339857511988025\n",
      "2MB2COAc : (-8.81698362325538, 8.81698362325538) 0.036339857511988025\n",
      "3HBCOARc : (-8.81698362325538, 8.81698362325538) 0.036339857511988025\n",
      "ADPCOACROT : (-3.925999418556223, 3.925999418556223) 0.036339857511988025\n",
      "C10DCCACT : (-3.1667154449664223, 3.1667154449664223) 0.036339857511988025\n",
      "C141ACBP : (-8.81698362325538, 8.81698362325538) 0.036339857511988025\n",
      "C142ACBP : (-8.81698362325538, 8.81698362325538) 0.036339857511988025\n",
      "C162ACBP : (-8.81698362325538, 8.81698362325538) 0.036339857511988025\n",
      "C2tcx : (-3.1667154449664223, 3.1667154449664223) 0.036339857511988025\n",
      "C4DCCACT : (-3.1667154449664223, 3.1667154449664223) 0.036339857511988025\n",
      "C4tcx : (-3.1667154449664223, 3.1667154449664223) 0.036339857511988025\n",
      "C4tmc : (-3.1667154449664223, 3.1667154449664223) 0.036339857511988025\n",
      "C4x : (-3.925999418556223, 3.925999418556223) 0.036339857511988025\n",
      "C6COAt : (-3.925999418556223, 3.925999418556223) 0.036339857511988025\n",
      "C6CRNtcx : (-3.1667154449664223, 3.1667154449664223) 0.036339857511988025\n",
      "C6DCCACT : (-3.1667154449664223, 3.1667154449664223) 0.036339857511988025\n",
      "C9BRxtc : (-3.1667154449664223, 3.1667154449664223) 0.036339857511988025\n",
      "FAOXC12DCTc : (-3.1667154449664223, 3.1667154449664223) 0.036339857511988025\n",
      "FAOXC12DCx : (-3.925999418556223, 3.925999418556223) 0.036339857511988025\n",
      "GLUTCOAACBP : (-8.81698362325538, 8.81698362325538) 0.036339857511988025\n",
      "HDCACBP : (-8.81698362325538, 8.81698362325538) 0.036339857511988025\n",
      "HDDACBP : (-8.81698362325538, 8.81698362325538) 0.036339857511988025\n",
      "HDECAACBP : (-8.81698362325538, 8.81698362325538) 0.036339857511988025\n",
      "HDECEACBP : (-8.81698362325538, 8.81698362325538) 0.036339857511988025\n",
      "HEXDICOAACBP : (-8.81698362325538, 8.81698362325538) 0.036339857511988025\n",
      "HIVCACBP : (-8.81698362325538, 8.81698362325538) 0.036339857511988025\n",
      "HOCDACBP : (-8.81698362325538, 8.81698362325538) 0.036339857511988025\n",
      "HOCTDACBP : (-8.81698362325538, 8.81698362325538) 0.036339857511988025\n",
      "HTDCACBP : (-8.81698362325538, 8.81698362325538) 0.036339857511988025\n",
      "OCD11CRNCACT : (-3.1667154449664223, 3.1667154449664223) 0.036339857511988025\n",
      "OCD11CRNCPT2 : (-4.388189537156084, 4.388189537156084) 0.036339857511988025\n",
      "OCTDEC2ACBP : (-8.81698362325538, 8.81698362325538) 0.036339857511988025\n",
      "OCTDECCACT : (-3.1667154449664223, 3.1667154449664223) 0.036339857511988025\n",
      "OCTDECCPT2 : (-4.388189537156084, 4.388189537156084) 0.036339857511988025\n",
      "SEBCOACROT : (-3.925999418556223, 3.925999418556223) 0.036339857511988025\n",
      "SUBERCACT : (-3.1667154449664223, 3.1667154449664223) 0.036339857511988025\n",
      "SUBERCROT : (-3.925999418556223, 3.925999418556223) 0.036339857511988025\n",
      "SUCCCROT : (-3.925999418556223, 3.925999418556223) 0.036339857511988025\n",
      "CYSSNAT5tc : (-0.1890338243900171, 0.1890338243900171) 0.036339857511988025\n",
      "GLYSARCNc : (-4.821710215034674, 4.821710215034674) 0.036339857511988025\n",
      "HPETFABP1tc : (-0.8953026213333066, 0.8953026213333066) 0.036339857511988025\n",
      "LEULEULAPc : (-5.73226919950145, 5.73226919950145) 0.036339857511988025\n",
      "OCDEAFABP1tc : (-0.8953026213333066, 0.8953026213333066) 0.036339857511988025\n",
      "PEHSFABPe : (-0.8953026213333066, 0.8953026213333066) 0.036339857511988025\n",
      "PMTCOAFABP1tc : (-0.8953026213333066, 0.8953026213333066) 0.03633985751199203\n",
      "PROGLYPRO1c : (-5.512542955096859, 5.512542955096859) 0.03633985751199609\n",
      "RPEc : (-6.047232996461807, 6.047232996461807) 0.03633985751199609\n",
      "OROTGLUt : (-0.0, 0.0) 0.03633985751199609\n",
      "5HOXINDOAtr : (-0.0285691521967709, 0.0285691521967709) 0.03633985751199609\n",
      "LKYNRtr2 : (-2.0942360698457656, 2.0942360698457656) 0.03633985751199609\n",
      "LKYNRtr3 : (-2.587364990936461, 2.587364990936461) 0.03633985751199609\n",
      "HKYNRtr : (-7.775313975253812, 7.775313975253812) 0.03633985751199609\n",
      "QULNtr : (-0.0, 0.0) 0.03633985751199609\n",
      "BETBGTtc : (-1.8439838440483265, 1.8439838440483265) 0.03633985751199609\n",
      "BUTSMCT1 : (-0.01435529297707, 0.01435529297707) 0.03633985751199609\n",
      "DOPAENT4tc : (-1.8237493603082728, 1.8237493603082728) 0.03633985751199609\n",
      "FOLOAT1tc : (-0.0, 0.0) 0.03633985751199609\n",
      "GABABGTtc : (-1.8439838440483265, 1.8439838440483265) 0.03633985751199609\n",
      "GSNt2r : (-0.070389327891398, 0.070389327891398) 0.03633985751199609\n",
      "NACSMCTte : (-0.01435529297707, 0.01435529297707) 0.03633985751199609\n",
      "PPASMCT1 : (-0.01435529297707, 0.01435529297707) 0.03633985751199609\n",
      "PYRSMCT1 : (-0.01435529297707, 0.01435529297707) 0.03633985751199609\n",
      "SRTNENT4tc : (-1.8237493603082728, 1.8237493603082728) 0.03633985751199609\n",
      "ACRNte : (-3.895302621333306, 3.895302621333306) 0.03633985751199609\n",
      "15KPROSTGF2c : (-0.2868811477881615, 0.2868811477881615) 0.03633985751199609\n",
      "C02712te : (-1.1763227726404628, 1.1763227726404628) 0.03633985751199609\n",
      "C03990t : (-0.0565835283663675, 0.0565835283663675) 0.03633985751199609\n",
      "GLYNATm : (-0.0, 0.0) 0.03633985751199609\n",
      "HOMOVALte : (-0.0, 0.0) 0.03633985751199609\n",
      "DHCHOLESTANATEt : (-0.0565835283663675, 0.0565835283663675) 0.03633985751199609\n",
      "THCHOLSTOICt : (-0.0565835283663675, 0.0565835283663675) 0.03633985751199609\n",
      "XOL7AH3t : (-0.0565835283663675, 0.0565835283663675) 0.03633985751199609\n",
      "XOL7AONEt : (-0.0565835283663675, 0.0565835283663675) 0.03633985751199609\n",
      "7KILTCHOLt : (-0.0565835283663675, 0.0565835283663675) 0.03633985751199609\n",
      "BUTt2r : (-6.107269393592545, 6.107269393592545) 0.03633985751199609\n",
      "CYTDt2r : (-0.070389327891398, 0.070389327891398) 0.03633985751199609\n",
      "GALt2_2 : (-0.01435529297707, 0.01435529297707) 0.03633985751199609\n",
      "GLYPROPRO1c : (-5.512542955096859, 5.512542955096859) 0.03633985751199609\n",
      "INSt2 : (-0.070389327891398, 0.070389327891398) 0.03633985751199609\n",
      "THMDt2r : (-0.070389327891398, 0.070389327891398) 0.03633985751199609\n",
      "URIt2r : (-0.070389327891398, 0.070389327891398) 0.03633985751199609\n",
      "CE4970te : (-0.0426443374084937, 0.0426443374084937) 0.03633985751199609\n",
      "CE2026te : (-0.0426443374084937, 0.0426443374084937) 0.03633985751199609\n",
      "CE4968te : (-0.0426443374084937, 0.0426443374084937) 0.03633985751199609\n",
      "2M3OVCOAm : (-4.751677945687579, 4.751677945687579) 0.03633985751199609\n",
      "PPIOGLYc : (-0.0, 0.0) 0.03633985751199609\n",
      "TIGGLYc : (-0.0, 0.0) 0.03633985751199609\n",
      "3OHGLUTACOAT3t : (-0.0, 0.0) 0.03633985751199609\n",
      "APRGSTRNt1e : (-3.5909612413426, 3.5909612413426) 0.03633985751199609\n",
      "2HYDOGOAT3t : (-0.0, 0.0) 0.03633985751199609\n",
      "GLUTAROAT3t : (-0.0, 0.0) 0.03633985751200426\n",
      "T4HCINNMte : (-0.0, 0.0) 0.03633985751199094\n",
      "MMAt2e : (-0.0285691521967709, 0.0285691521967709) 0.03633985751199094\n",
      "GLCRt1 : (-0.0285691521967709, 0.0285691521967709) 0.03633985751199094\n",
      "2HYOXPLCte : (-6.107269393592545, 6.107269393592545) 0.03633985751199094\n",
      "N8ASPMDte : (-0.0, 0.0) 0.03633985751199094\n",
      "MHISTAte : (-0.0840642647884745, 0.0840642647884745) 0.03633985751199094\n",
      "CE4890te2 : (-0.0, 0.0) 0.03633985751199094\n",
      "C09642te : (-0.0, 0.0) 0.03633985751199094\n",
      "2OBUTt : (-0.4329594072761063, 0.4329594072761063) 0.03633985751199094\n",
      "TYMte2 : (-1.8237493603082728, 1.8237493603082728) 0.03633985751199094\n",
      "TRYPTAte : (-1.8237493603082728, 1.8237493603082728) 0.03633985751199094\n",
      "CE4890te : (-1.8237493603082728, 1.8237493603082728) 0.03633985751199094\n",
      "MLTHFte2 : (-3.5909612413426, 3.5909612413426) 0.03633985751199094\n",
      "GGTe_1 : (-0.1505596765753814, 0.1505596765753814) 0.03633985751199094\n",
      "DACGST : (-5.508428652531857, 5.508428652531857) 0.03633985751199094\n",
      "ALLOPtepvb : (-0.0, 0.0) 0.036339857511991945\n",
      "ATVACIDMCTtu : (-6.107269393592545, 6.107269393592545) 0.03633985751199094\n",
      "ATVACIDOATPtu : (-0.2265085298086797, 0.2265085298086797) 0.03633985751199094\n",
      "CRVSthc : (-0.0, 0.0) 0.03633985751199094\n",
      "FVStu : (-0.2265085298086797, 0.2265085298086797) 0.03633985751199094\n",
      "IBUP_Rshep : (-3.13586316536868, 3.13586316536868) 0.03633985751199094\n",
      "OXYPthc : (-0.0, 0.0) 0.03633985751199094\n",
      "PVSOATPtu : (-0.2265085298086797, 0.2265085298086797) 0.03633985751199094\n",
      "SMVthep : (-0.0, 0.0) 0.03633985751199094\n",
      "TMDOATthc : (-0.0, 0.0) 0.03633985751199094\n",
      "number of reversible, OR reactions = 1325\n",
      "number of forward, OR reactions = 2647\n",
      "HMR_3905 : (0, 11.281019210860743) 0.03633985751199094\n",
      "HMR_4099 : (0, 5.970241667285462) 0.03633985751199094\n",
      "HMR_4283 : (0, 13.932899437816388) 0.03633985751199094\n",
      "HMR_8357 : (0, 26.714561425429864) 0.03633985751199094\n",
      "HMR_4379 : (0, 17.439187248950432) 0.03633985751199094\n",
      "HMR_4301 : (0, 19.86410933716112) 0.03633985751199094\n",
      "HMR_4355 : (0, 17.959486706863984) 0.03633985751199094\n",
      "HMR_4358 : (0, 17.683373776599232) 0.03633985751199094\n",
      "HMR_4370 : (0, 7.7939751921907074) 0.03633985751199094\n",
      "HMR_4377 : (0, 5.114367024952) 0.03633985751199094\n",
      "HMR_4394 : (0, 17.856468296997704) 0.03633985751199094\n",
      "HMR_4521 : (0, 4.682011390800693) 0.03633985751199094\n",
      "HMR_7746 : (0, 12.221875028551947) 0.03633985751199094\n",
      "HMR_8652 : (0, 4.682011390800693) 0.03633985751199094\n",
      "HMR_3989 : (0, 9.055279923148639) 0.03633985751199094\n",
      "HMR_4837 : (0, 7.638603886770909) 0.03633985751199094\n",
      "HMR_5395 : (0, 8.669585602347553) 0.03633985751199094\n",
      "HMR_5396 : (0, 12.857036656374879) 0.03633985751199094\n",
      "HMR_5398 : (0, 11.95536273469127) 0.03633985751199094\n",
      "HMR_5401 : (0, 11.95536273469127) 0.03633985751199094\n",
      "HMR_8568 : (0, 0.5058909297299572) 0.03633985751199094\n",
      "HMR_8569 : (0, 0.5058909297299572) 0.03633985751199094\n",
      "HMR_8570 : (0, 0.5058909297299572) 0.03633985751199094\n",
      "HMR_8571 : (0, 0.5058909297299572) 0.03633985751199094\n",
      "HMR_8572 : (0, 0.5058909297299572) 0.03633985751199094\n",
      "HMR_8573 : (0, 0.5058909297299572) 0.03633985751199094\n",
      "HMR_8574 : (0, 0.5058909297299572) 0.03633985751199094\n",
      "HMR_8575 : (0, 0.5058909297299572) 0.03633985751199094\n",
      "HMR_8576 : (0, 0.5058909297299572) 0.03633985751199094\n",
      "HMR_8577 : (0, 0.5058909297299572) 0.03633985751199094\n",
      "HMR_8578 : (0, 0.5058909297299572) 0.03633985751199094\n",
      "HMR_8579 : (0, 0.5058909297299572) 0.03633985751199094\n",
      "HMR_8581 : (0, 0.5058909297299572) 0.03633985751199094\n",
      "HMR_8591 : (0, 3.6845158071037036) 0.03633985751199094\n",
      "HMR_8580 : (0, 0.5058909297299572) 0.03633985751199094\n",
      "HMR_8582 : (0, 0.5058909297299572) 0.03633985751199094\n",
      "HMR_8587 : (0, 3.6845158071037036) 0.03633985751199094\n",
      "HMR_4130 : (0, 6.6452520430902435) 0.03633985751199094\n",
      "HMR_4303 : (0, 8.841155117795791) 0.03633985751199094\n",
      "HMR_4414 : (0, 8.007020402509397) 0.03633985751199094\n",
      "HMR_4416 : (0, 17.26018927992954) 0.03633985751199094\n",
      "HMR_7674 : (0, 11.106985022387462) 0.03633985751199094\n",
      "HMR_4297 : (0, 9.007069477654625) 0.03633985751199094\n",
      "HMR_4317 : (0, 20.425920822817076) 0.03633985751199094\n",
      "HMR_4318 : (0, 20.425920822817076) 0.03633985751199094\n",
      "HMR_4319 : (0, 10.552848263042318) 0.03633985751199094\n",
      "HMR_4320 : (0, 20.425920822817076) 0.03633985751199094\n",
      "HMR_4356 : (0, 17.959486706863984) 0.03633985751199094\n",
      "HMR_4385 : (0, 14.237729736352524) 0.03633985751199094\n",
      "HMR_4386 : (0, 13.699372850853933) 0.03633985751199094\n",
      "HMR_4387 : (0, 10.794407132169907) 0.03633985751199094\n",
      "HMR_4490 : (0, 10.552848263042318) 0.03633985751199094\n",
      "HMR_4706 : (0, 16.368730823866777) 0.03633985751199094\n",
      "HMR_4591 : (0, 8.979490647470186) 0.03633985751199094\n",
      "HMR_8341 : (0, 19.071222091810665) 0.03633985751199094\n",
      "HMR_1568 : (0, 13.932899437816388) 0.03633985751199094\n",
      "HMR_3853 : (0, 12.796371033595399) 0.03633985751199094\n",
      "HMR_3854 : (0, 11.738034820969608) 0.03633985751199094\n",
      "HMR_3855 : (0, 11.738034820969608) 0.03633985751199094\n",
      "HMR_3857 : (0, 8.88822695171778) 0.03633985751199094\n",
      "HMR_3859 : (0, 4.406509459555488) 0.03633985751199094\n",
      "HMR_4087 : (0, 5.9597794270007025) 0.03633985751199094\n",
      "HMR_4089 : (0, 6.824998187439079) 0.03633985751199094\n",
      "HMR_4091 : (0, 5.9597794270007025) 0.03633985751199094\n",
      "HMR_4193 : (0, 11.12515513132229) 0.03633985751199094\n",
      "HMR_8497 : (0, 19.071222091810665) 0.03633985751199094\n",
      "HMR_8500 : (0, 19.071222091810665) 0.03633985751199094\n",
      "HMR_8503 : (0, 31.723475029152343) 0.03633985751199094\n",
      "HMR_8504 : (0, 26.714561425429864) 0.03633985751199094\n",
      "HMR_8506 : (0, 26.714561425429864) 0.03633985751199094\n",
      "HMR_8507 : (0, 11.281019210860743) 0.03633985751199094\n",
      "HMR_8508 : (0, 11.281019210860743) 0.03633985751199094\n",
      "HMR_8509 : (0, 19.071222091810665) 0.03633985751199094\n",
      "HMR_8511 : (0, 8.88822695171778) 0.03633985751199094\n",
      "HMR_8514 : (0, 4.406509459555488) 0.03633985751199094\n",
      "HMR_0153 : (0, 10.189797436452375) 0.03633985751199094\n",
      "HMR_3212 : (0, 25.326778129613306) 0.03633985751199094\n",
      "HMR_4459 : (0, 10.189797436452375) 0.03633985751199094\n",
      "HMR_3163 : (0, 25.326778129613306) 0.03633985751199094\n",
      "HMR_4052 : (0, 11.588150703294772) 0.036339857512007016\n",
      "HMR_4623 : (0, 9.030773610383944) 0.036339857512007016\n",
      "HMR_4625 : (0, 9.030773610383944) 0.036339857512007016\n",
      "HMR_8074 : (0, 6.055030755467191) 0.036339857512007016\n",
      "HMR_3998 : (0, 22.840882594357858) 0.036339857512007016\n",
      "HMR_4010 : (0, 34.65683375231968) 0.036339857512007016\n",
      "HMR_4081 : (0, 34.65683375231968) 0.036339857512007016\n",
      "HMR_4082 : (0, 34.65683375231968) 0.036339857512007016\n",
      "HMR_4012 : (0, 10.743965184604125) 0.036339857512007016\n",
      "HMR_4014 : (0, 53.516739549538244) 0.036339857512007016\n",
      "HMR_4040 : (0, 13.019693957973022) 0.036339857512007016\n",
      "HMR_4042 : (0, 8.872800446982382) 0.036339857512007016\n",
      "HMR_4048 : (0, 53.516739549538244) 0.036339857512007016\n",
      "HMR_4080 : (0, 6.767217792480111) 0.036339857512007016\n",
      "HMR_4134 : (0, 22.840882594357858) 0.036339857512007016\n",
      "HMR_4171 : (0, 11.12515513132229) 0.036339857512007016\n",
      "HMR_4290 : (0, 2.84056958150042) 0.036339857512007016\n",
      "HMR_4417 : (0, 34.65683375231968) 0.036339857512007016\n",
      "HMR_4419 : (0, 10.035786368717655) 0.036339857512007016\n",
      "HMR_4421 : (0, 11.12515513132229) 0.036339857512007016\n",
      "HMR_4449 : (0, 34.65683375231968) 0.036339857512007016\n",
      "HMR_4450 : (0, 34.65683375231968) 0.036339857512007016\n",
      "HMR_4481 : (0, 8.285379560973748) 0.036339857512007016\n",
      "HMR_4482 : (0, 8.285379560973748) 0.036339857512007016\n",
      "HMR_4486 : (0, 10.552848263042318) 0.036339857512007016\n",
      "HMR_4487 : (0, 10.552848263042318) 0.036339857512007016\n",
      "HMR_4488 : (0, 10.552848263042318) 0.036339857512007016\n",
      "HMR_4489 : (0, 10.552848263042318) 0.036339857512007016\n",
      "HMR_4492 : (0, 10.552848263042318) 0.036339857512007016\n",
      "HMR_4493 : (0, 10.552848263042318) 0.036339857512007016\n",
      "HMR_4495 : (0, 10.552848263042318) 0.036339857512007016\n",
      "HMR_4496 : (0, 10.552848263042318) 0.036339857512007016\n",
      "HMR_4573 : (0, 11.12515513132229) 0.036339857511995734\n",
      "HMR_4602 : (0, 34.65683375231968) 0.036339857511995734\n",
      "HMR_4632 : (0, 34.65683375231968) 0.036339857511995734\n",
      "HMR_4694 : (0, 8.285379560973748) 0.036339857511995734\n",
      "HMR_4705 : (0, 34.65683375231968) 0.036339857511995734\n",
      "HMR_5301 : (0, 13.418092024564496) 0.036339857511995734\n",
      "HMR_7144 : (0, 16.31361562614474) 0.036339857511995734\n",
      "HMR_4420 : (0, 41.91486585801728) 0.036339857511995734\n",
      "HMR_4572 : (0, 41.91486585801728) 0.036339857511995734\n",
      "HMR_4675 : (0, 41.91486585801728) 0.036339857511995734\n",
      "HMR_3969 : (0, 8.067948422546698) 0.036339857511995734\n",
      "HMR_3970 : (0, 31.3854827827509) 0.036339857511995734\n",
      "HMR_4032 : (0, 9.15178577113702) 0.036339857511995734\n",
      "HMR_4056 : (0, 34.65683375231968) 0.036339857511995734\n",
      "HMR_4059 : (0, 22.840882594357858) 0.036339857511995734\n",
      "HMR_4060 : (0, 22.840882594357858) 0.036339857511995734\n",
      "HMR_4127 : (0, 7.443567401150139) 0.036339857511995734\n",
      "HMR_4177 : (0, 34.65683375231968) 0.036339857511995734\n",
      "HMR_4179 : (0, 34.65683375231968) 0.036339857511995734\n",
      "HMR_4182 : (0, 20.425920822817076) 0.036339857511995734\n",
      "HMR_4183 : (0, 2.84056958150042) 0.036339857511995734\n",
      "HMR_4192 : (0, 2.84056958150042) 0.036339857511995734\n",
      "HMR_4194 : (0, 9.15178577113702) 0.036339857511995734\n",
      "HMR_4210 : (0, 11.12515513132229) 0.036339857511995734\n",
      "HMR_4346 : (0, 4.168449492233925) 0.036339857511995734\n",
      "HMR_4484 : (0, 34.65683375231968) 0.036339857511995734\n",
      "HMR_4510 : (0, 34.65683375231968) 0.036339857511995734\n",
      "HMR_4514 : (0, 6.558002768655022) 0.036339857511995734\n",
      "HMR_4580 : (0, 6.558002768655022) 0.036339857511995734\n",
      "HMR_4642 : (0, 6.580713825670374) 0.036339857511995734\n",
      "HMR_4643 : (0, 11.396584660368873) 0.036339857511995734\n",
      "HMR_4676 : (0, 13.418092024564496) 0.036339857511995734\n",
      "HMR_5299 : (0, 13.418092024564496) 0.036339857511995734\n",
      "HMR_5352 : (0, 13.418092024564496) 0.036339857511995734\n",
      "HMR_5417 : (0, 16.835244891209285) 0.036339857511995734\n",
      "HMR_3999 : (0, 2.84056958150042) 0.036339857511995734\n",
      "HMR_4061 : (0, 2.84056958150042) 0.036339857511995734\n",
      "HMR_4083 : (0, 10.743965184604125) 0.036339857511995734\n",
      "HMR_4136 : (0, 92.45427854519154) 0.036339857511995734\n",
      "HMR_4180 : (0, 13.418092024564496) 0.036339857511995734\n",
      "HMR_4185 : (0, 8.673021391335203) 0.036339857511995734\n",
      "HMR_4186 : (0, 8.673021391335203) 0.036339857511995734\n",
      "HMR_4342 : (0, 22.840882594357858) 0.036339857511995734\n",
      "HMR_6626 : (0, 6.580713825670374) 0.036339857511995734\n",
      "HMR_7713 : (0, 31.3854827827509) 0.036339857511995734\n",
      "HMR_7716 : (0, 31.3854827827509) 0.036339857511995734\n",
      "HMR_7717 : (0, 31.3854827827509) 0.036339857511995734\n",
      "HMR_7721 : (0, 31.3854827827509) 0.036339857511995734\n",
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      "HMR_8085 : (0, 53.516739549538244) 0.036339857511995734\n",
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      "HMR_8444 : (0, 13.022306766315769) 0.036339857511995734\n",
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      "HMR_6944 : (0, 0.9216846297037481) 0.03633985751200552\n",
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      "HMR_6949 : (0, 0.9216846297037481) 0.03633985751200552\n",
      "HMR_6950 : (0, 0.9216846297037481) 0.03633985751200552\n",
      "HMR_6951 : (0, 0.9216846297037481) 0.03633985751200552\n",
      "HMR_6952 : (0, 0.9216846297037481) 0.03633985751200552\n",
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      "HMR_5259 : (0, 78.01463749228235) 0.03633985751200552\n",
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      "HMR_7631 : (0, 2.9212773132838348) 0.036339857511992514\n",
      "HMR_7632 : (0, 2.493134922305505) 0.036339857511992514\n",
      "HMR_7633 : (0, 0.30357619969664074) 0.036339857511992514\n",
      "HMR_7634 : (0, 0.30357619969664074) 0.036339857511992514\n",
      "HMR_7635 : (0, 0.30357619969664074) 0.036339857511992514\n",
      "HMR_7636 : (0, 0.30357619969664074) 0.036339857511992514\n",
      "HMR_7637 : (0, 0.30357619969664074) 0.036339857511992514\n",
      "HMR_7639 : (0, 7.801374905616273) 0.036339857511992514\n",
      "HMR_7651 : (0, 6.445605215791868) 0.036339857511992514\n",
      "HMR_7680 : (0, 3.1106305080964343) 0.036339857511992514\n",
      "HMR_7691 : (0, 6.63911420131825) 0.036339857511992514\n",
      "HMR_7692 : (0, 6.63911420131825) 0.036339857511992514\n",
      "HMR_7699 : (0, 0.070389327891398) 0.036339857511992514\n",
      "HMR_7902 : (0, 5.50313791326689) 0.036339857511992514\n",
      "HMR_7946 : (0, 0.0565835283663675) 0.036339857511992514\n",
      "HMR_8075 : (0, 14.7254015760099) 0.036339857511992514\n",
      "HMR_8076 : (0, 4.09691994098883) 0.036339857511992514\n",
      "HMR_8077 : (0, 4.09691994098883) 0.03633985751199434\n",
      "HMR_8364 : (0, 14.7254015760099) 0.03633985751199234\n",
      "HMR_8551 : (0, 0.0426443374084937) 0.03633985751199234\n",
      "HMR_8632 : (0, 0.0426443374084937) 0.03633985751199234\n",
      "HMR_8658 : (0, 5.842863210479603) 0.03633985751199234\n",
      "HMR_8659 : (0, 0.5786972376487034) 0.03633985751199234\n",
      "HMR_8660 : (0, 0.0565835283663675) 0.03633985751199234\n",
      "HMR_8677 : (0, 6.240698996724574) 0.03633985751199234\n",
      "HMR_8847 : (0, 0.8052057674573831) 0.03633985751199234\n",
      "HMR_8879 : (0, 0.5786972376487034) 0.03633985751199234\n",
      "HMR_8912 : (0, 3.917393563089982) 0.03633985751199234\n",
      "HMR_8917 : (0, 3.9656919492247042) 0.03633985751199234\n",
      "HMR_8925 : (0, 8.014497658348342) 0.03633985751199234\n",
      "HMR_8939 : (0, 12.383467446003783) 0.03633985751199234\n",
      "HMR_8940 : (0, 12.383467446003783) 0.03633985751199234\n",
      "HMR_8941 : (0, 12.383467446003783) 0.03633985751199234\n",
      "HMR_8942 : (0, 12.383467446003783) 0.03633985751199234\n",
      "HMR_8943 : (0, 12.383467446003783) 0.03633985751199234\n",
      "HMR_8944 : (0, 12.383467446003783) 0.03633985751199234\n",
      "HMR_8945 : (0, 12.383467446003783) 0.03633985751199234\n",
      "HMR_8946 : (0, 12.383467446003783) 0.03633985751199234\n",
      "HMR_8947 : (0, 12.383467446003783) 0.03633985751199234\n",
      "HMR_9196 : (0, 3.198069769155691) 0.03633985751199234\n",
      "HMR_9590 : (0, 5.419073648478416) 0.03633985751199234\n",
      "HMR_9591 : (0, 4.9123624468185785) 0.03633985751199234\n",
      "HMR_9592 : (0, 4.9123624468185785) 0.03633985751199234\n",
      "HMR_9593 : (0, 4.9123624468185785) 0.03633985751199234\n",
      "HMR_9594 : (0, 4.9123624468185785) 0.03633985751199234\n",
      "HMR_9595 : (0, 4.9123624468185785) 0.03633985751199234\n",
      "HMR_9596 : (0, 4.9123624468185785) 0.03633985751199234\n",
      "HMR_9597 : (0, 4.9123624468185785) 0.03633985751199234\n",
      "HMR_9598 : (0, 4.9123624468185785) 0.03633985751199234\n",
      "HMR_9599 : (0, 4.9123624468185785) 0.03633985751199234\n",
      "HMR_9600 : (0, 4.9123624468185785) 0.03633985751199234\n",
      "HMR_9601 : (0, 8.444679406151344) 0.03633985751199234\n",
      "HMR_9613 : (0, 2.9074121798385573) 0.03633985751199234\n",
      "HMR_9615 : (0, 0.070389327891398) 0.03633985751199234\n",
      "HMR_9616 : (0, 4.884617456335674) 0.03633985751199234\n",
      "HMR_9619 : (0, 2.4673838307577305) 0.03633985751199234\n",
      "HMR_9623 : (0, 0.0) 0.03633985751199234\n",
      "HMR_9624 : (0, 0.0) 0.03633985751199234\n",
      "HMR_2590 : (0, 7.0620180662997285) 0.03633985751199234\n",
      "HMR_3825 : (0, 8.131864161207783) 0.03633985751199234\n",
      "HMR_3864 : (0, 8.131864161207783) 0.03633985751199234\n",
      "HMR_4926 : (0, 8.9206474388512) 0.03633985751199234\n",
      "HMR_4997 : (0, 11.088092092973547) 0.03633985751199234\n",
      "HMR_5105 : (0, 2.698129557453891) 0.03633985751199234\n",
      "HMR_5114 : (0, 10.490504447981028) 0.03633985751199234\n",
      "HMR_5122 : (0, 5.653472811949709) 0.03633985751199234\n",
      "HMR_5348 : (0, 28.1540605336273) 0.03633985751199234\n",
      "HMR_5349 : (0, 28.1540605336273) 0.03633985751199234\n",
      "HMR_5420 : (0, 10.028836400621753) 0.03633985751199234\n",
      "HMR_6301 : (0, 2.698129557453891) 0.03633985751199234\n",
      "HMR_6302 : (0, 2.698129557453891) 0.03633985751199234\n",
      "HMR_6307 : (0, 2.698129557453891) 0.03633985751199234\n",
      "HMR_6308 : (0, 2.698129557453891) 0.03633985751199234\n",
      "HMR_6313 : (0, 2.698129557453891) 0.03633985751199234\n",
      "HMR_6314 : (0, 2.698129557453891) 0.03633985751199234\n",
      "HMR_6317 : (0, 2.698129557453891) 0.03633985751199234\n",
      "HMR_6318 : (0, 2.698129557453891) 0.03633985751199234\n",
      "HMR_6321 : (0, 2.698129557453891) 0.03633985751199234\n",
      "HMR_6323 : (0, 2.698129557453891) 0.03633985751199234\n",
      "HMR_6324 : (0, 2.698129557453891) 0.03633985751199234\n",
      "HMR_6327 : (0, 2.698129557453891) 0.03633985751199234\n",
      "HMR_7638 : (0, 14.404148118215979) 0.03633985751199234\n",
      "HMR_3008 : (0, 45.85385885487103) 0.03633985751199234\n",
      "HMR_3011 : (0, 45.85385885487103) 0.03633985751199234\n",
      "HMR_3013 : (0, 45.85385885487103) 0.03633985751199234\n",
      "HMR_3014 : (0, 45.85385885487103) 0.03633985751199234\n",
      "HMR_3017 : (0, 45.85385885487103) 0.03633985751199234\n",
      "HMR_2585 : (0, 3.6530829532503972) 0.03633985751199234\n",
      "HMR_4907 : (0, 43.55178043837316) 0.03633985751199234\n",
      "HMR_5062 : (0, 3.27953072572999) 0.03633985751199234\n",
      "HMR_7799 : (0, 47.5550097596346) 0.03633985751199234\n",
      "HMR_9199 : (0, 7.133721743361438) 0.03633985751199234\n",
      "HMR_4881 : (0, 3.8994270165605323) 0.03633985751199234\n",
      "HMR_4906 : (0, 43.55178043837316) 0.03633985751199234\n",
      "HMR_0031 : (0, 19.593590954754507) 0.03633985751199234\n",
      "HMR_0032 : (0, 31.29756643879072) 0.03633985751199234\n",
      "13DAMPPOX : (0, 0.9216846297037481) 0.03633985751199234\n",
      "3NTD7l : (0, 14.43815431882721) 0.03633985751199234\n",
      "5HOXINDACTOXm : (0, 12.167350259787572) 0.03633985751199234\n",
      "5HTRPVESSEC : (0, 0.30357619969664074) 0.03633985751199234\n",
      "ADRNLPVESSEC : (0, 0.30357619969664074) 0.03633985751199234\n",
      "ALKP : (0, 11.196350047790547) 0.03633985751199234\n",
      "BAMPPALDOXm : (0, 12.167350259787572) 0.03633985751199234\n",
      "C4STMO2r : (0, 11.550883017452616) 0.03633985751199234\n",
      "CAATPS : (0, 6.430873506294202) 0.03633985751199234\n",
      "CDS : (0, 7.961545195623064) 0.03633985751199234\n",
      "CDSm : (0, 7.961545195623064) 0.03633985751199805\n",
      "DESAT18_9 : (0, 14.212287914986355) 0.03633985751199805\n",
      "DOPAVESSEC : (0, 0.30357619969664074) 0.03633985751199805\n",
      "FAEL183 : (0, 15.500938341005904) 0.03633985751199805\n",
      "FAEL184 : (0, 15.500938341005904) 0.03633985751199805\n",
      "FAEL204 : (0, 15.500938341005904) 0.03633985751199805\n",
      "FAEL205 : (0, 15.500938341005904) 0.03633985751199805\n",
      "FAOXC140 : (0, 8.77288527004541) 0.03633985751199805\n",
      "FAOXC150m : (0, 8.77288527004541) 0.03633985751199805\n",
      "FAOXC160 : (0, 8.77288527004541) 0.03633985751199805\n",
      "FAOXC16080m : (0, 8.77288527004541) 0.03633985751199805\n",
      "FAOXC161802m : (0, 8.77288527004541) 0.03633985751199805\n",
      "FAOXC16180m : (0, 8.77288527004541) 0.03633985751199805\n",
      "FAOXC180 : (0, 8.77288527004541) 0.03633985751199805\n",
      "FAOXC1811601m : (0, 8.77288527004541) 0.03633985751199805\n",
      "FAOXC1811602m : (0, 8.77288527004541) 0.03633985751199805\n",
      "FAOXC1811603m : (0, 8.77288527004541) 0.03633985751199805\n",
      "FAOXC182806m : (0, 8.77288527004541) 0.03633985751199805\n",
      "FAOXC18280m : (0, 8.77288527004541) 0.03633985751199805\n",
      "FAOXC183803m : (0, 8.77288527004541) 0.03633985751199805\n",
      "FAOXC183806m : (0, 8.77288527004541) 0.03633985751199805\n",
      "FAOXC18480m : (0, 8.77288527004541) 0.03633985751199805\n",
      "FAOXC200180m : (0, 8.77288527004541) 0.03633985751199805\n",
      "FAOXC2031836m : (0, 8.77288527004541) 0.03633985751199805\n",
      "FAOXC204 : (0, 8.77288527004541) 0.03633985751199805\n",
      "FAOXC204184m : (0, 8.77288527004541) 0.03633985751199805\n",
      "FAOXC2051843m : (0, 8.77288527004541) 0.03633985751199805\n",
      "FAOXC2242046m : (0, 8.77288527004541) 0.03633985751199805\n",
      "FAOXC2252053m : (0, 8.77288527004541) 0.03633985751199805\n",
      "FAOXC226205m : (0, 8.77288527004541) 0.03633985751199805\n",
      "FAOXC80 : (0, 8.77288527004541) 0.03633985751199805\n",
      "GALNTg : (0, 42.795779129999794) 0.03633985751199805\n",
      "GLACOm : (0, 12.167350259787572) 0.03633985751199805\n",
      "HISTAVESSEC : (0, 0.30357619969664074) 0.03633985751199805\n",
      "HOXG : (0, 10.869342448499008) 0.03633985751199805\n",
      "LCADi_Dm : (0, 23.614314107344654) 0.03633985751199805\n",
      "LSTO2r : (0, 5.220329954879555) 0.03633985751199805\n",
      "MAOX : (0, 0.9216846297037481) 0.03633985751199805\n",
      "NABTNOm : (0, 12.167350259787572) 0.03633985751199805\n",
      "NMNATr : (0, 3.4663399879794747) 0.03633985751199805\n",
      "NRPPHRVESSEC : (0, 0.30357619969664074) 0.03633985751199805\n",
      "PEFLIP : (0, 3.384475919292571) 0.03633985751199805\n",
      "PEFLIPm : (0, 2.6796039548362183) 0.03633985751199805\n",
      "PSFLIP : (0, 2.6796039548362183) 0.03633985751199805\n",
      "PSFLIPm : (0, 2.6796039548362183) 0.03633985751199805\n",
      "RDH2a : (0, 17.399491522087807) 0.03633985751199805\n",
      "SIAASE : (0, 0.0) 0.03633985751199805\n",
      "TREH : (0, 7.638603886770909) 0.03633985751199805\n",
      "r0093 : (0, 1.5895717539737457) 0.03633985751199805\n",
      "r0145 : (0, 0.4092986007003194) 0.03633985751199805\n",
      "r0310 : (0, 21.343217715750257) 0.03633985751199805\n",
      "r0403 : (0, 0.3785116232537298) 0.03633985751199805\n",
      "r0510 : (0, 11.045241453814844) 0.03633985751199805\n",
      "r0511 : (0, 11.045241453814844) 0.03633985751199805\n",
      "r0753 : (0, 13.932899437816388) 0.03633985751199805\n",
      "r0755 : (0, 13.932899437816388) 0.03633985751199805\n",
      "r0757 : (0, 13.932899437816388) 0.03633985751199805\n",
      "r1165 : (0, 3.868528739686303) 0.03633985751199805\n",
      "r1186 : (0, 8.124460486274337) 0.03633985751199805\n",
      "r1251 : (0, 21.618581997697508) 0.03633985751199805\n",
      "r1252 : (0, 21.618581997697508) 0.03633985751199805\n",
      "r1253 : (0, 21.618581997697508) 0.03633985751199805\n",
      "r1259 : (0, 21.618581997697508) 0.03633985751199805\n",
      "r1433 : (0, 13.932206621096375) 0.03633985751200094\n",
      "r1446 : (0, 6.423331089979953) 0.03633985751198326\n",
      "r1447 : (0, 6.423331089979953) 0.03633985751198326\n",
      "r1448 : (0, 6.423331089979953) 0.03633985751198326\n",
      "r1449 : (0, 6.423331089979953) 0.03633985751198326\n",
      "r1450 : (0, 6.423331089979953) 0.03633985751198326\n",
      "r1451 : (0, 6.423331089979953) 0.03633985751198326\n",
      "RE0580R : (0, 18.52767555814663) 0.03633985751198326\n",
      "RE0924R : (0, 3.328098809027732) 0.03633985751198326\n",
      "RE0925R : (0, 3.328098809027732) 0.03633985751198326\n",
      "RE0927R : (0, 3.328098809027732) 0.03633985751198326\n",
      "RE0928R : (0, 3.328098809027732) 0.03633985751198326\n",
      "RE1050C : (0, 7.365836862463777) 0.03633985751198326\n",
      "RE1050L : (0, 8.251504186984782) 0.03633985751198326\n",
      "RE1519X : (0, 6.423331089979953) 0.03633985751198326\n",
      "RE1957G : (0, 8.623466570503684) 0.03633985751198326\n",
      "RE1957R : (0, 11.989143703160334) 0.03633985751198326\n",
      "RE2050R : (0, 3.6530829532503972) 0.03633985751198326\n",
      "RE2404R : (0, 3.328098809027732) 0.03633985751198326\n",
      "RE2405R : (0, 3.328098809027732) 0.03633985751198326\n",
      "RE2622R : (0, 3.328098809027732) 0.03633985751198326\n",
      "RE2912M : (0, 18.29965783366743) 0.03633985751198326\n",
      "RE2912X : (0, 21.45508326541463) 0.03633985751198326\n",
      "RE2972G : (0, 10.957938968275826) 0.03633985751198326\n",
      "RE2972M : (0, 10.957938968275826) 0.03633985751198326\n",
      "RE2972R : (0, 10.957938968275826) 0.03633985751198326\n",
      "RE2974G : (0, 8.623466570503684) 0.03633985751198326\n",
      "RE2974R : (0, 11.989143703160334) 0.03633985751198326\n",
      "RE3095L : (0, 8.251504186984782) 0.03633985751198326\n",
      "RE3103R : (0, 18.52767555814663) 0.03633985751198326\n",
      "RE3110R : (0, 18.52767555814663) 0.03633985751198326\n",
      "RE3120R : (0, 18.52767555814663) 0.03633985751198326\n",
      "RE3124R : (0, 18.52767555814663) 0.03633985751198326\n",
      "RE3148C : (0, 15.500938341005904) 0.03633985751198326\n",
      "RE3148R : (0, 18.52767555814663) 0.03633985751198326\n",
      "RE3151R : (0, 18.52767555814663) 0.03633985751198326\n",
      "RE3161R : (0, 18.52767555814663) 0.03633985751198326\n",
      "RE3165R : (0, 18.52767555814663) 0.03633985751198326\n",
      "RE3170R : (0, 18.52767555814663) 0.03633985751198326\n",
      "RE3174R : (0, 18.52767555814663) 0.03633985751198326\n",
      "RE3224R : (0, 18.52767555814663) 0.03633985751198326\n",
      "RE3225R : (0, 18.52767555814663) 0.03633985751198326\n",
      "RE3226R : (0, 18.52767555814663) 0.03633985751198326\n",
      "RE3241C : (0, 15.500938341005904) 0.03633985751198326\n",
      "RE3241R : (0, 18.52767555814663) 0.03633985751198326\n",
      "RE3287R : (0, 24.661114082446034) 0.03633985751198326\n",
      "RE3346M : (0, 15.862977272869454) 0.03633985751198326\n",
      "RE3434R : (0, 1.1512925354531782) 0.03633985751198326\n",
      "RE3474R : (0, 1.1512925354531782) 0.03633985751198326\n",
      "RE3514R : (0, 1.1512925354531782) 0.03633985751198326\n",
      "RE3624X : (0, 7.188865836342931) 0.03633985751198326\n",
      "RN0001R : (0, 2.486662893252613) 0.03633985751198326\n",
      "RN0020R : (0, 24.661114082446034) 0.03633985751198326\n",
      "RN0027R : (0, 24.661114082446034) 0.03633985751198326\n",
      "RN0029R : (0, 24.661114082446034) 0.03633985751198326\n",
      "RN0030R : (0, 24.661114082446034) 0.03633985751198326\n",
      "RN0032R : (0, 24.661114082446034) 0.03633985751198326\n",
      "DOCO13EFATP : (0, 20.39737126817425) 0.03633985751198326\n",
      "FAOXC102x : (0, 9.469091697602074) 0.03633985751198326\n",
      "FAOXC122x : (0, 9.469091697602074) 0.03633985751198326\n",
      "FAOXC123x : (0, 9.469091697602074) 0.03633985751198326\n",
      "FAOXC163x : (0, 9.469091697602074) 0.03633985751198326\n",
      "FAOXC164x : (0, 9.469091697602074) 0.03633985751198326\n",
      "FAOXC184x : (0, 9.469091697602074) 0.03633985751198326\n",
      "FAOXC225x : (0, 9.469091697602074) 0.03633985751198326\n",
      "FAOXC61x : (0, 9.469091697602074) 0.03633985751198326\n",
      "OCT11EFATP : (0, 20.39737126817425) 0.03633985751198326\n",
      "SUCCOAPET : (0, 6.463576685344064) 0.03633985751198326\n",
      "ASCBSVCTtc : (0, 3.297866375355675) 0.03633985751198326\n",
      "CARhPTtc : (0, 9.251072859069827) 0.03633985751198326\n",
      "HIShPTtc : (0, 9.251072859069827) 0.03633985751198326\n",
      "FMNALKPle : (0, 7.238595812107411) 0.03633985751198326\n",
      "ARACHDFATPtc : (0, 4.917966341457637) 0.03633985751198326\n",
      "FOLABCCte : (0, 12.964079864525246) 0.03633985751198326\n",
      "LGNCFATPtc : (0, 5.239489696535672) 0.03633985751198326\n",
      "RIBFLVte : (0, 7.270294391932439) 0.03633985751198326\n",
      "XOLEST183CEH : (0, 6.6025934655688285) 0.03633985751198326\n",
      "XOLEST182CEH : (0, 6.6025934655688285) 0.03633985751198326\n",
      "XOLEST181CEH : (0, 6.6025934655688285) 0.03633985751198326\n",
      "XOLEST205CEH : (0, 6.6025934655688285) 0.03633985751198326\n",
      "XOLEST204CEH : (0, 6.6025934655688285) 0.03633985751198326\n",
      "XOLEST226CEH : (0, 6.6025934655688285) 0.03633985751198326\n",
      "C03990ATP : (0, 5.871432362676374) 0.03633985751198326\n",
      "C04483t1 : (0, 5.871432362676374) 0.03633985751198326\n",
      "C05463t1 : (0, 5.871432362676374) 0.03633985751198326\n",
      "CE1273t1 : (0, 5.871432362676374) 0.03633985751198326\n",
      "HC02195te : (0, 5.871432362676374) 0.03633985751198326\n",
      "HC02196te : (0, 5.871432362676374) 0.03633985751198326\n",
      "HC02194te : (0, 7.64381486534748) 0.03633985751198326\n",
      "HC02220te : (0, 9.048205120426815) 0.03633985751198326\n",
      "DHCHOLESTANATEATP : (0, 5.871432362676374) 0.03633985751198326\n",
      "THCHOLSTOICATP : (0, 5.871432362676374) 0.03633985751198326\n",
      "XOL7AH3ATP : (0, 5.871432362676374) 0.03633985751198326\n",
      "XOL7AONEATP : (0, 5.871432362676374) 0.03633985751198326\n",
      "XOLDIOLONEATP : (0, 5.871432362676374) 0.03633985751198326\n",
      "7KILTCHOLATP : (0, 5.871432362676374) 0.03633985751198326\n",
      "AK2LGCHOLABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "CE2510ABCt : (0, 20.39737126817425) 0.03633985751198326\n",
      "CE2537ABCt : (0, 20.39737126817425) 0.03633985751198326\n",
      "NRVNCABCt : (0, 20.39737126817425) 0.03633985751198326\n",
      "PAFABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHLN225_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOL2LINL_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOL2OLE_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOL2STE_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOLAR_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOLDOC_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOLEIC_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOLET_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOLHEP_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOLLINL_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOLMYR_HsABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOLN15_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOLN183_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOLN1836_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOLN19_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOLN201_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOLN203_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOLN204_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOLN205_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOLN224_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOLN225_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOLN2254_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOLN264_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOLOLE_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOLPALME-HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PCHOLSTE_HSABCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PE12_HSABCt : (0, 7.1287212870316665) 0.03633985751198326\n",
      "Pe13_HSABCt : (0, 7.1287212870316665) 0.03633985751198326\n",
      "PE14_HSABCt : (0, 7.1287212870316665) 0.03633985751198326\n",
      "PE15_HSABCt : (0, 7.1287212870316665) 0.03633985751198326\n",
      "PE161_HSABCt : (0, 7.1287212870316665) 0.03633985751198326\n",
      "PE17_HSABCt : (0, 7.1287212870316665) 0.03633985751198326\n",
      "PE203_HSABCt : (0, 7.1287212870316665) 0.03633985751198326\n",
      "PE226_HSABCt : (0, 7.1287212870316665) 0.03633985751198326\n",
      "PE2LINL_HSABCt : (0, 7.1287212870316665) 0.03633985751198326\n",
      "PEAR_HSABCt : (0, 7.1287212870316665) 0.03633985751198326\n",
      "PEDH203_HSABCt : (0, 7.1287212870316665) 0.03633985751198326\n",
      "PELINL_HSABCt : (0, 7.1287212870316665) 0.03633985751198326\n",
      "PELPALM_HSABCt : (0, 7.1287212870316665) 0.03633985751198326\n",
      "PEOLE_HSABCt : (0, 7.1287212870316665) 0.03633985751198326\n",
      "PEPALM_HSASBCt : (0, 8.637023514070297) 0.03633985751198326\n",
      "PESTE_HSABCt : (0, 7.1287212870316665) 0.03633985751198326\n",
      "DIGALSGALSIDEATPte : (0, 4.857344078814203) 0.03633985751198326\n",
      "SPHMYLN_HsATPte : (0, 4.857344078814203) 0.03633985751198326\n",
      "SPHMYLN180241_hs_ATPt : (0, 4.857344078814203) 0.03633985751198326\n",
      "SPHMYLN18114_hs_ATPt : (0, 4.857344078814203) 0.03633985751198326\n",
      "SPHMYLN18115_hs_ATPt : (0, 4.857344078814203) 0.03633985751198326\n",
      "SPHMYLN18116_hs_ATPt : (0, 4.857344078814203) 0.03633985751198326\n",
      "SPHMYLN181161_hs_ATPt : (0, 4.857344078814203) 0.03633985751198326\n",
      "SPHMYLN18117_hs_ATPt : (0, 4.857344078814203) 0.03633985751198326\n",
      "SPHMYLN18118_hs_ATPt : (0, 4.857344078814203) 0.03633985751198326\n",
      "SPHMYLN181181_hs_ATPt : (0, 4.857344078814203) 0.03633985751198326\n",
      "SPHMYLN18120_hs_ATPt : (0, 4.857344078814203) 0.03633985751198326\n",
      "SPHMYLN181201_hs_ATPt : (0, 4.857344078814203) 0.03633985751198326\n",
      "SPHMYLN18121_hs_ATPt : (0, 4.857344078814203) 0.03633985751198326\n",
      "SPHMYLN18122_hs_ATPt : (0, 4.857344078814203) 0.03633985751198326\n",
      "SPHMYLN181221_hs_ATPt : (0, 4.857344078814203) 0.03633985751198326\n",
      "SPHMYLN18123_hs_ATPt : (0, 4.857344078814203) 0.03633985751198326\n",
      "SPHMYLN1824_hs_ATPt : (0, 4.857344078814203) 0.03633985751198326\n",
      "SPHMYLN1825_hs_ATPt : (0, 4.857344078814203) 0.03633985751198326\n",
      "THEXDDm : (0, 18.330876280127352) 0.03633985751198326\n",
      "HEXDTRm : (0, 18.330876280127352) 0.03633985751198326\n",
      "HPDECEm : (0, 18.330876280127352) 0.03633985751198326\n",
      "EIC21114TRc : (0, 15.928512569601533) 0.03633985751198326\n",
      "5EIPENCm : (0, 18.330876280127352) 0.03633985751198326\n",
      "CE7090te : (0, 5.5848182240031115) 0.03633985751198326\n",
      "CE7085te : (0, 5.5848182240031115) 0.03633985751198326\n",
      "CE7096te : (0, 5.5848182240031115) 0.03633985751198326\n",
      "CE4877te : (0, 5.5848182240031115) 0.03633985751198326\n",
      "CE1447te : (0, 5.5848182240031115) 0.03633985751198326\n",
      "C05769te3 : (0, 0.0426443374084937) 0.03633985751198326\n",
      "C05770te4 : (0, 0.2691528672171734) 0.03633985751198326\n",
      "C05770te : (0, 5.109005274993214) 0.03633985751198326\n",
      "MLTHFte3 : (0, 6.352882086522959) 0.03633985751198326\n",
      "SPHS1Pt2e : (0, 4.1871342914745355) 0.03633985751198326\n",
      "HDD2CRNte2 : (0, 9.996700573515838) 0.03633985751198326\n",
      "MLTHFte1 : (0, 12.964079864525246) 0.03633985751198326\n",
      "1A25DHVITD3te : (0, 5.687688818388142) 0.03633985751198326\n",
      "DOPASULT4 : (0, 10.185520321366743) 0.03633985751198326\n",
      "CE5026t : (0, 9.404027732406494) 0.03633985751198326\n",
      "CE5025t : (0, 9.404027732406494) 0.03633985751198326\n",
      "BGAL1l : (0, 31.714314892523966) 0.03633985751198326\n",
      "BGAL2l : (0, 31.714314892523966) 0.03633985751198326\n",
      "NEU38n : (0, 9.023888776834024) 0.03633985751198326\n",
      "12DHCHOLabc : (0, 7.64381486534748) 0.03633985751198326\n",
      "12DHCHOLt2 : (0, 0.0565835283663675) 0.03633985751198326\n",
      "3DHCDCHOLabc : (0, 7.64381486534748) 0.03633985751198326\n",
      "3DHCDCHOLt2 : (0, 0.0565835283663675) 0.03633985751198326\n",
      "3DHCHOLabc : (0, 7.64381486534748) 0.03633985751198326\n",
      "3DHCHOLt2 : (0, 0.0565835283663675) 0.03633985751198326\n",
      "3DHDCAabc : (0, 6.044497071649253) 0.03633985751198326\n",
      "3DHDCAt2 : (0, 0.0565835283663675) 0.03633985751198326\n",
      "3DHLCAabc : (0, 6.044497071649253) 0.03633985751198326\n",
      "3DHLCAt2 : (0, 0.0565835283663675) 0.03633985751198326\n",
      "7DHCDCHOLabc : (0, 7.64381486534748) 0.03633985751198326\n",
      "7DHCDCHOLt2 : (0, 0.0565835283663675) 0.03633985751198326\n",
      "7DHCHOLabc : (0, 7.64381486534748) 0.03633985751198326\n",
      "7DHCHOLt2 : (0, 0.0565835283663675) 0.03633985751198326\n",
      "CA24Gte : (0, 7.448887326728589) 0.03633985751198326\n",
      "CA3Sabc : (0, 9.048205120426815) 0.03633985751198326\n",
      "CDCA24GSc : (0, 0.0) 0.03633985751198326\n",
      "CDCA24GSr : (0, 0.0) 0.03633985751198326\n",
      "CDCA24Gte : (0, 7.47745647892536) 0.03633985751198326\n",
      "CDCA3GSc : (0, 0.1634987322828795) 0.03633985751198326\n",
      "CDCA3GSr : (0, 0.1634987322828795) 0.03633985751198326\n",
      "CDCA3Gte : (0, 7.47745647892536) 0.03633985751198326\n",
      "COPROSTabc : (0, 7.64381486534748) 0.03633985751198326\n",
      "COPROSTt2 : (0, 0.0565835283663675) 0.03633985751198326\n",
      "DCA24GSc : (0, 0.1634987322828795) 0.03633985751198326\n",
      "DCA24GSr : (0, 0.1634987322828795) 0.03633985751198326\n",
      "DCA24Gte : (0, 7.47745647892536) 0.03633985751198326\n",
      "DCA3GSc : (0, 0.1634987322828795) 0.03633985751198326\n",
      "DCA3GSr : (0, 0.1634987322828795) 0.03633985751198326\n",
      "DCA3Gte : (0, 7.47745647892536) 0.03633985751198326\n",
      "DCA3Sabc : (0, 9.048205120426815) 0.03633985751198326\n",
      "GCA3Sabc : (0, 9.048205120426815) 0.03633985751198326\n",
      "GCDCA3Sabc : (0, 9.048205120426815) 0.03633985751198326\n",
      "GDCA3Sabc : (0, 9.048205120426815) 0.03633985751198326\n",
      "GUDCA3Sabc : (0, 9.048205120426815) 0.03633985751198326\n",
      "HCA24GSc : (0, 0.1634987322828795) 0.03633985751198326\n",
      "HCA24GSr : (0, 0.1634987322828795) 0.03633985751198326\n",
      "HCA24Gte : (0, 7.47745647892536) 0.03633985751198326\n",
      "HCA6GSc : (0, 0.1634987322828795) 0.03633985751198326\n",
      "HCA6GSr : (0, 0.1634987322828795) 0.03633985751198326\n",
      "HCA6Gte : (0, 7.47745647892536) 0.03633985751198326\n",
      "HDCA24GSc : (0, 0.0) 0.03633985751198326\n",
      "HDCA24GSr : (0, 0.0) 0.03633985751198326\n",
      "HDCA24Gte : (0, 7.47745647892536) 0.03633985751198326\n",
      "HDCA6GSc : (0, 0.1634987322828795) 0.03633985751198326\n",
      "HDCA6GSr : (0, 0.1634987322828795) 0.03633985751198326\n",
      "HDCA6Gte : (0, 7.47745647892536) 0.03633985751198326\n",
      "HYOCHOLabc : (0, 6.044497071649253) 0.03633985751198326\n",
      "HYOCHOLt2 : (0, 0.0565835283663675) 0.03633985751198326\n",
      "ICDCHOLabc : (0, 7.64381486534748) 0.03633985751198326\n",
      "ICDCHOLt2 : (0, 0.0565835283663675) 0.03633985751198326\n",
      "ISOCHOLabc : (0, 7.64381486534748) 0.03633985751198326\n",
      "ISOCHOLt2 : (0, 0.0565835283663675) 0.03633985751198326\n",
      "LCA24GSc : (0, 0.1634987322828795) 0.03633985751198326\n",
      "LCA24GSr : (0, 0.1634987322828795) 0.03633985751198326\n",
      "LCA24Gte : (0, 7.47745647892536) 0.03633985751198326\n",
      "LCA3GSc : (0, 0.1634987322828795) 0.03633985751198326\n",
      "LCA3GSr : (0, 0.1634987322828795) 0.03633985751198326\n",
      "LCA3Gte : (0, 7.47745647892536) 0.03633985751198326\n",
      "LCA3Sabc : (0, 9.048205120426815) 0.03633985751198326\n",
      "TCA3Sabc : (0, 9.048205120426815) 0.03633985751198326\n",
      "TCDCA3Sabc : (0, 9.048205120426815) 0.03633985751198326\n",
      "TDCA3Sabc : (0, 9.048205120426815) 0.03633985751198326\n",
      "THYOCHOLabc : (0, 6.044497071649253) 0.03633985751198326\n",
      "THYOCHOLt2 : (0, 0.0565835283663675) 0.03633985751198326\n",
      "TUDCA3Sabc : (0, 9.048205120426815) 0.03633985751198326\n",
      "UCHOLabc : (0, 7.64381486534748) 0.03633985751198326\n",
      "UCHOLt2 : (0, 0.0565835283663675) 0.03633985751198326\n",
      "UDCA3Sabc : (0, 9.048205120426815) 0.03633985751198326\n",
      "UDCHOLt2 : (0, 0.0565835283663675) 0.03633985751198326\n",
      "12HTACRhr : (0, 1.3504972470841332) 0.03633985751198326\n",
      "14HMDZALThr : (0, 1.3504972470841332) 0.03633985751198326\n",
      "14HMDZhr : (0, 1.3504972470841332) 0.03633985751198326\n",
      "1HIBUP_SGLUhep : (0, 0.1634987322828795) 0.03633985751198326\n",
      "1HMDGLUChr : (0, 0.1634987322828795) 0.03633985751198326\n",
      "1OHMDZhr : (0, 1.3504972470841332) 0.03633985751198326\n",
      "2HATVACIDGLUChr : (0, 0.0) 0.03633985751198326\n",
      "2HATVACIDGLUCteb : (0, 1.0734775096789682) 0.03633985751198326\n",
      "2HATVACIDOXDhc : (0, 1.3504972470841332) 0.03633985751198326\n",
      "2HATVACIDteb : (0, 1.0734775096789682) 0.03633985751198326\n",
      "2HATVLACGLUChr : (0, 0.0) 0.03633985751198326\n",
      "2HATVLACGLUCteb : (0, 1.0734775096789682) 0.03633985751198326\n",
      "2HATVLACOXDhc : (0, 1.3504972470841332) 0.03633985751198326\n",
      "2HATVLACteb : (0, 1.0734775096789682) 0.03633985751198326\n",
      "2HIBUP_SGLUhep : (0, 0.1634987322828795) 0.03633985751198326\n",
      "35DSMVhep : (0, 2.0903453497834605) 0.03633985751198326\n",
      "3HIBUP_SGLUhep : (0, 0.1634987322828795) 0.03633985751198326\n",
      "3HPVSTETCOAhcm : (0, 19.12593520794126) 0.03633985751198326\n",
      "3HPVSTETCOAhcx : (0, 20.2937098045116) 0.03633985751198326\n",
      "3HPVSTETteb : (0, 1.6631624206425277) 0.03633985751198326\n",
      "3HPVShc : (0, 0.9533531578412695) 0.03633985751198326\n",
      "3HPVSteb : (0, 1.6631624206425277) 0.03633985751198326\n",
      "3HSMVhep : (0, 2.0903453497834605) 0.03633985751198326\n",
      "3ISPVSteb : (0, 1.6631624206425277) 0.03633985751198326\n",
      "3OHACMPhr : (0, 3.96624587322494) 0.03633985751198326\n",
      "4HATVACIDOXDhc : (0, 1.3504972470841332) 0.03633985751198326\n",
      "4HATVACIDteb : (0, 1.0734775096789682) 0.03633985751198326\n",
      "4HATVLACOXDhc : (0, 1.3504972470841332) 0.03633985751198326\n",
      "4HATVLACteb : (0, 1.0734775096789682) 0.03633985751198326\n",
      "4HMDZGLUChr : (0, 0.1634987322828795) 0.03633985751198326\n",
      "4OHMDZhr : (0, 1.3504972470841332) 0.03633985751198326\n",
      "56DHPVSteb : (0, 1.6631624206425277) 0.03633985751198326\n",
      "56EPPVSteb : (0, 1.6631624206425277) 0.03633985751198326\n",
      "5OHFVShc : (0, 0.7684172548960984) 0.03633985751198326\n",
      "6BHGLZhr : (0, 0.7398481026993274) 0.03633985751198326\n",
      "6CSMVhep : (0, 2.0903453497834605) 0.03633985751198326\n",
      "6EPSteb : (0, 1.6631624206425277) 0.03633985751198326\n",
      "6HMSMVhep : (0, 2.0903453497834605) 0.03633985751198326\n",
      "6HSMVhep : (0, 2.0903453497834605) 0.03633985751198326\n",
      "6MSMVhep : (0, 2.0903453497834605) 0.03633985751198326\n",
      "7BHGLZhr : (0, 0.0) 0.03633985751198326\n",
      "7HPVSteb : (0, 1.6631624206425277) 0.03633985751198326\n",
      "ACMPGLUChr : (0, 2.8633636359796215) 0.03633985751198326\n",
      "ALLOP1tu : (0, 0.1130336652998917) 0.03633985751198326\n",
      "ALLOPOXDhep : (0, 2.3804524067281623) 0.03633985751198326\n",
      "AM19CSALThr : (0, 1.3504972470841332) 0.03633985751198326\n",
      "AM1CSAhr : (0, 1.3504972470841332) 0.03633985751198326\n",
      "AM9CSAhr : (0, 1.3504972470841332) 0.03633985751198326\n",
      "ATVACYLGLUChc : (0, 0.5083272292803206) 0.03633985751198326\n",
      "ATVETHGLUChc : (0, 0.0) 0.03633985751198326\n",
      "ATVLACGLCURhc : (0, 0.5083272292803206) 0.03633985751198326\n",
      "CARIBUP_SGLUhep : (0, 0.1634987322828795) 0.03633985751198326\n",
      "CRVS1M24hc : (0, 0.0285691521967709) 0.03633985751198326\n",
      "CRVS23M24hc : (0, 0.0285691521967709) 0.03633985751198326\n",
      "CRVSATPtu : (0, 2.3048030557854244) 0.03633985751198326\n",
      "CRVSM1hc : (0, 0.0285691521967709) 0.03633985751198326\n",
      "CVM1GLUChc : (0, 0.3448284969974411) 0.03633985751198326\n",
      "CVM23GLUChc : (0, 0.3448284969974411) 0.03633985751198326\n",
      "DSPVSteb : (0, 1.6631624206425277) 0.03633985751198326\n",
      "GLC3MEACPhr : (0, 2.8633636359796215) 0.03633985751198326\n",
      "IBUPGT_HEP : (0, 0.1634987322828795) 0.03633985751198326\n",
      "IBUP_RCYP2hep : (0, 0.0285691521967709) 0.03633985751198326\n",
      "IBUP_RCYP3hep : (0, 0.0285691521967709) 0.03633985751198326\n",
      "IBUP_SACOT2 : (0, 13.14967376177836) 0.03633985751198326\n",
      "IBUP_SCYP2hep : (0, 0.0285691521967709) 0.03633985751198326\n",
      "IBUP_SCYP3hep : (0, 0.0285691521967709) 0.03633985751198326\n",
      "LST4EXPhr : (0, 0.0285691521967709) 0.03633985751198326\n",
      "LSTNM1hr : (0, 0.0285691521967709) 0.03633985751198326\n",
      "LSTNM2hr : (0, 0.0285691521967709) 0.03633985751198326\n",
      "LSTNM5hr : (0, 0.0285691521967709) 0.03633985751198326\n",
      "LSTNM7hr : (0, 0.7952083770684821) 0.03633985751198326\n",
      "LVSTACOXD6Hhep : (0, 1.3504972470841332) 0.03633985751198326\n",
      "LVSTACOXD6MEhep : (0, 1.3504972470841332) 0.03633985751198326\n",
      "LVSTOXD3Hhep : (0, 1.3504972470841332) 0.03633985751198326\n",
      "LVSTOXD6Hhep : (0, 1.3504972470841332) 0.03633985751198326\n",
      "LVSTOXD6METhep : (0, 1.3504972470841332) 0.03633985751198326\n",
      "MHGLZhr : (0, 0.0) 0.03633985751198326\n",
      "NDERSVhc : (0, 0.0) 0.03633985751198326\n",
      "NFDACOXDhc : (0, 1.3504972470841332) 0.03633985751198326\n",
      "PROFVSCOAhc : (0, 20.2937098045116) 0.03633985751198326\n",
      "PTVSTGLUChc : (0, 3.026862368262501) 0.03633985751198326\n",
      "PTVSTM13hr : (0, 0.0) 0.03633985751198326\n",
      "PVSATPtu : (0, 1.634593268445757) 0.03633985751198326\n",
      "PVSGLUCteb : (0, 1.6631624206425277) 0.03633985751198326\n",
      "SMVGLUChep : (0, 0.3448284969974411) 0.03633985751198326\n",
      "SULPACMPtev : (0, 7.413611851981058) 0.03633985751198326\n",
      "TRIPVSteb : (0, 1.6631624206425277) 0.03633985751198326\n",
      "Htmi : (0, 14.404148118215979) 0.03633985751198326\n",
      "HMR_10061 : (0, 6.642521079278057) 0.03633985751198326\n",
      "HMR_10073 : (0, 5.842863210479603) 0.03633985751198326\n",
      "HMR_10075 : (0, 5.842863210479603) 0.03633985751198326\n",
      "HMR_10079 : (0, 5.842863210479603) 0.03633985751198326\n",
      "HMR_10082 : (0, 5.842863210479603) 0.03633985751198326\n",
      "HMR_10100 : (0, 5.842863210479603) 0.03633985751198326\n",
      "HMR_10101 : (0, 5.842863210479603) 0.03633985751198326\n",
      "HMR_10102 : (0, 5.842863210479603) 0.03633985751198326\n",
      "HMR_10103 : (0, 5.842863210479603) 0.03633985751198326\n",
      "HMR_10104 : (0, 5.842863210479603) 0.03633985751198326\n",
      "HMR_10109 : (0, 5.842863210479603) 0.03633985751198326\n",
      "HMR_10110 : (0, 5.842863210479603) 0.03633985751198326\n",
      "HMR_10115 : (0, 5.842863210479603) 0.03633985751198326\n",
      "HMR_10117 : (0, 5.842863210479603) 0.03633985751198326\n",
      "HMR_10125 : (0, 5.842863210479603) 0.03633985751198326\n",
      "HMR_10126 : (0, 5.842863210479603) 0.03633985751198326\n",
      "HMR_4281 : (-22.348337884173223, 22.348337884173223) 0.03633985751198326\n",
      "HMR_4388 : (-22.348337884173223, 22.348337884173223) 0.03633985751198326\n",
      "HMR_4363 : (-21.403663450863945, 21.403663450863945) 0.03633985751198326\n",
      "HMR_4365 : (-17.031573292398853, 17.031573292398853) 0.03633985751198326\n",
      "HMR_4368 : (-13.179972106848357, 13.179972106848357) 0.036339857511943914\n",
      "HMR_4373 : (-13.312173909690443, 13.312173909690443) 0.036339857511943914\n",
      "HMR_4375 : (-17.959486706863984, 17.959486706863984) 0.036339857511943914\n",
      "HMR_4774 : (-17.439187248950432, 17.439187248950432) 0.036339857511943914\n",
      "HMR_4775 : (-17.439187248950432, 17.439187248950432) 0.036339857511943914\n",
      "HMR_8762 : (-17.959486706863984, 17.959486706863984) 0.036339857511943914\n",
      "HMR_8766 : (-11.738034820969608, 11.738034820969608) 0.036339857511943914\n",
      "HMR_4316 : (-11.738034820969608, 11.738034820969608) 0.03633985751201541\n",
      "HMR_4401 : (-3.3854310371935203, 3.3854310371935203) 0.03633985751201541\n",
      "HMR_4592 : (-11.738034820969608, 11.738034820969608) 0.03633985751201541\n",
      "HMR_8502 : (-8.55201034052288, 8.55201034052288) 0.03633985751201541\n",
      "HMR_4280 : (-22.348337884173223, 22.348337884173223) 0.03633985751201541\n",
      "HMR_3797 : (-10.189797436452375, 10.189797436452375) 0.03633985751201241\n",
      "HMR_4331 : (-10.189797436452375, 10.189797436452375) 0.03633985751201241\n",
      "HMR_4460 : (-10.189797436452375, 10.189797436452375) 0.03633985751200536\n",
      "HMR_9804 : (-77.15188454885018, 77.15188454885018) 0.03633985751200536\n",
      "HMR_4461 : (-8.330092245316578, 8.330092245316578) 0.03633985751200536\n",
      "HMR_5351 : (-13.23064284150347, 13.23064284150347) 0.03633985751200536\n",
      "HMR_4350 : (-6.055030755467191, 6.055030755467191) 0.03633985751200536\n",
      "HMR_4354 : (-10.78172919286974, 10.78172919286974) 0.03633985751200536\n",
      "HMR_4404 : (-8.13804136020105, 8.13804136020105) 0.03633985751200536\n",
      "HMR_4476 : (-13.103171076545406, 13.103171076545406) 0.03633985751200536\n",
      "HMR_4477 : (-6.322240043961676, 6.322240043961676) 0.03633985751200536\n",
      "HMR_4501 : (-8.13804136020105, 8.13804136020105) 0.03633985751200536\n",
      "HMR_4567 : (-17.439187248950432, 17.439187248950432) 0.03633985751200536\n",
      "HMR_4568 : (-17.439187248950432, 17.439187248950432) 0.03633985751200536\n",
      "HMR_4710 : (-7.567800963104489, 7.567800963104489) 0.03633985751200536\n",
      "HMR_4841 : (-13.932899437816388, 13.932899437816388) 0.03633985751200536\n",
      "HMR_8653 : (-9.030773610383944, 9.030773610383944) 0.03633985751200536\n",
      "HMR_4002 : (-36.665098830775605, 36.665098830775605) 0.03633985751200536\n",
      "HMR_4004 : (-36.665098830775605, 36.665098830775605) 0.03633985751200536\n",
      "HMR_4412 : (-8.70092481214541, 8.70092481214541) 0.03633985751200536\n",
      "HMR_4480 : (-54.54175398521574, 54.54175398521574) 0.03633985751200536\n",
      "HMR_4603 : (-13.557033677057397, 13.557033677057397) 0.03633985751200536\n",
      "HMR_4695 : (-13.557033677057397, 13.557033677057397) 0.03633985751200536\n",
      "HMR_4709 : (-13.557033677057397, 13.557033677057397) 0.03633985751200536\n",
      "HMR_4812 : (-8.70092481214541, 8.70092481214541) 0.03633985751200536\n",
      "HMR_6602 : (-12.945230819313027, 12.945230819313027) 0.03633985751200536\n",
      "HMR_6603 : (-12.945230819313027, 12.945230819313027) 0.03633985751200536\n",
      "HMR_4016 : (-41.91486585801728, 41.91486585801728) 0.03633985751200536\n",
      "HMR_4018 : (-41.91486585801728, 41.91486585801728) 0.03633985751200536\n",
      "HMR_4044 : (-41.91486585801728, 41.91486585801728) 0.03633985751200536\n",
      "HMR_4291 : (-41.91486585801728, 41.91486585801728) 0.03633985751200536\n",
      "HMR_4570 : (-41.91486585801728, 41.91486585801728) 0.03633985751200536\n",
      "HMR_4006 : (-41.91486585801728, 41.91486585801728) 0.03633985751200536\n",
      "HMR_4028 : (-41.91486585801728, 41.91486585801728) 0.03633985751200536\n",
      "HMR_4670 : (-41.91486585801728, 41.91486585801728) 0.03633985751200536\n",
      "HMR_4673 : (-41.91486585801728, 41.91486585801728) 0.03633985751200536\n",
      "HMR_6614 : (-41.91486585801728, 41.91486585801728) 0.03633985751200536\n",
      "HMR_6615 : (-41.91486585801728, 41.91486585801728) 0.03633985751200536\n",
      "HMR_6616 : (-41.91486585801728, 41.91486585801728) 0.03633985751200536\n",
      "HMR_4635 : (-41.91486585801728, 41.91486585801728) 0.03633985751200536\n",
      "HMR_4485 : (-13.557033677057397, 13.557033677057397) 0.03633985751200536\n",
      "HMR_4579 : (-4.745775149485796, 4.745775149485796) 0.03633985751200536\n",
      "HMR_6627 : (-11.12515513132229, 11.12515513132229) 0.03633985751200536\n",
      "HMR_4680 : (-4.745775149485796, 4.745775149485796) 0.03633985751200536\n",
      "HMR_7878 : (-41.91486585801728, 41.91486585801728) 0.03633985751200536\n",
      "HMR_7881 : (-22.1507756172621, 22.1507756172621) 0.03633985751200536\n",
      "HMR_7882 : (-22.1507756172621, 22.1507756172621) 0.03633985751200536\n",
      "HMR_7883 : (-43.55178043837316, 43.55178043837316) 0.03633985751200536\n",
      "HMR_7884 : (-22.1507756172621, 22.1507756172621) 0.03633985751200536\n",
      "HMR_7885 : (-22.1507756172621, 22.1507756172621) 0.03633985751200536\n",
      "HMR_7886 : (-43.55178043837316, 43.55178043837316) 0.03633985751200536\n",
      "HMR_7887 : (-22.1507756172621, 22.1507756172621) 0.03633985751200536\n",
      "HMR_7888 : (-22.1507756172621, 22.1507756172621) 0.03633985751200536\n",
      "HMR_7889 : (-22.1507756172621, 22.1507756172621) 0.03633985751200536\n",
      "HMR_7890 : (-43.55178043837316, 43.55178043837316) 0.03633985751200536\n",
      "HMR_7891 : (-22.1507756172621, 22.1507756172621) 0.03633985751200536\n",
      "HMR_7892 : (-22.1507756172621, 22.1507756172621) 0.03633985751200536\n",
      "HMR_7893 : (-22.1507756172621, 22.1507756172621) 0.03633985751200536\n",
      "HMR_7894 : (-43.55178043837316, 43.55178043837316) 0.03633985751200536\n",
      "HMR_7895 : (-43.55178043837316, 43.55178043837316) 0.03633985751200536\n",
      "HMR_3802 : (-7.620852492772705, 7.620852492772705) 0.03633985751200536\n",
      "HMR_3804 : (-7.620852492772705, 7.620852492772705) 0.03633985751200536\n",
      "HMR_3813 : (-9.239573708475767, 9.239573708475767) 0.03633985751200536\n",
      "HMR_3829 : (-6.118110505607367, 6.118110505607367) 0.03633985751200536\n",
      "HMR_6969 : (-0.3529844580206442, 0.3529844580206442) 0.03633985751200536\n",
      "HMR_6971 : (-8.501259991439552, 8.501259991439552) 0.03633985751200536\n",
      "HMR_6972 : (-8.501259991439552, 8.501259991439552) 0.03633985751200536\n",
      "HMR_3838 : (-3.873813198359087, 3.873813198359087) 0.03633985751200536\n",
      "HMR_4190 : (-0.4092986007003194, 0.4092986007003194) 0.03633985751200536\n",
      "HMR_6929 : (-13.103171076545406, 13.103171076545406) 0.03633985751200536\n",
      "HMR_6930 : (-13.103171076545406, 13.103171076545406) 0.03633985751200536\n",
      "HMR_6938 : (-13.103171076545406, 13.103171076545406) 0.03633985751200536\n",
      "HMR_6939 : (-13.103171076545406, 13.103171076545406) 0.03633985751200536\n",
      "HMR_6973 : (-6.671090231474828, 6.671090231474828) 0.03633985751200536\n",
      "HMR_8425 : (-4.465765552359348, 4.465765552359348) 0.03633985751200536\n",
      "HMR_8427 : (-16.365288333185596, 16.365288333185596) 0.03633985751200536\n",
      "HMR_3750 : (-0.5308697979314089, 0.5308697979314089) 0.03633985751200536\n",
      "HMR_3771 : (-0.5308697979314089, 0.5308697979314089) 0.03633985751200536\n",
      "HMR_3772 : (-0.5308697979314089, 0.5308697979314089) 0.03633985751200536\n",
      "HMR_3782 : (-0.5308697979314089, 0.5308697979314089) 0.03633985751200536\n",
      "HMR_3939 : (-7.415463256907584, 7.415463256907584) 0.03633985751200536\n",
      "HMR_4199 : (-4.465765552359348, 4.465765552359348) 0.03633985751200536\n",
      "HMR_4584 : (-16.365288333185596, 16.365288333185596) 0.03633985751200536\n",
      "HMR_4700 : (-6.7590093192942415, 6.7590093192942415) 0.03633985751200536\n",
      "HMR_4937 : (-4.423688048421576, 4.423688048421576) 0.03633985751200536\n",
      "HMR_4426 : (-25.301524849142844, 25.301524849142844) 0.03633985751200536\n",
      "HMR_5336 : (-49.08697882932456, 49.08697882932456) 0.03633985751200536\n",
      "HMR_5337 : (-17.99382250239197, 17.99382250239197) 0.03633985751200536\n",
      "HMR_5339 : (-49.08697882932456, 49.08697882932456) 0.03633985751200536\n",
      "HMR_4740 : (-3.266741572875943, 3.266741572875943) 0.03633985751200536\n",
      "HMR_4686 : (-13.932899437816388, 13.932899437816388) 0.03633985751200536\n",
      "HMR_4687 : (-13.932899437816388, 13.932899437816388) 0.03633985751200536\n",
      "HMR_8530 : (-8.55201034052288, 8.55201034052288) 0.03633985751200536\n",
      "HMR_6925 : (-77.15188454885018, 77.15188454885018) 0.03633985751200536\n",
      "HMR_3743 : (-0.5308697979314089, 0.5308697979314089) 0.03633985751200536\n",
      "HMR_4222 : (-8.872021381482506, 8.872021381482506) 0.03633985751200536\n",
      "HMR_4246 : (-8.872021381482506, 8.872021381482506) 0.03633985751200536\n",
      "HMR_6723 : (-81.15977898991987, 81.15977898991987) 0.03633985751200536\n",
      "HMR_6725 : (-12.755452670339734, 12.755452670339734) 0.03633985751200536\n",
      "HMR_6755 : (-10.322417401109533, 10.322417401109533) 0.03633985751200536\n",
      "HMR_6756 : (-8.55201034052288, 8.55201034052288) 0.03633985751200536\n",
      "HMR_6798 : (-8.645634431044087, 8.645634431044087) 0.03633985751200536\n",
      "HMR_6800 : (-8.645634431044087, 8.645634431044087) 0.03633985751200536\n",
      "HMR_6811 : (-81.15977898991987, 81.15977898991987) 0.03633985751200536\n",
      "HMR_6815 : (-81.15977898991987, 81.15977898991987) 0.03633985751200536\n",
      "HMR_6820 : (-81.15977898991987, 81.15977898991987) 0.03633985751200536\n",
      "HMR_6824 : (-81.15977898991987, 81.15977898991987) 0.03633985751200536\n",
      "HMR_6826 : (-3.4366555819715447, 3.4366555819715447) 0.03633985751200536\n",
      "HMR_6827 : (-3.4366555819715447, 3.4366555819715447) 0.03633985751200536\n",
      "HMR_6834 : (-3.422300288994475, 3.422300288994475) 0.03633985751200536\n",
      "HMR_6835 : (-3.422300288994475, 3.422300288994475) 0.03633985751200536\n",
      "HMR_6836 : (-8.645634431044087, 8.645634431044087) 0.03633985751200536\n",
      "HMR_6840 : (-3.422300288994475, 3.422300288994475) 0.03633985751200536\n",
      "HMR_6841 : (-3.422300288994475, 3.422300288994475) 0.03633985751200536\n",
      "HMR_6842 : (-8.645634431044087, 8.645634431044087) 0.03633985751200536\n",
      "HMR_6848 : (-3.422300288994475, 3.422300288994475) 0.03633985751200536\n",
      "HMR_6849 : (-3.422300288994475, 3.422300288994475) 0.03633985751200536\n",
      "HMR_6854 : (-3.422300288994475, 3.422300288994475) 0.03633985751200536\n",
      "HMR_6855 : (-3.422300288994475, 3.422300288994475) 0.03633985751200536\n",
      "HMR_6883 : (-81.15977898991987, 81.15977898991987) 0.03633985751200536\n",
      "HMR_6886 : (-81.15977898991987, 81.15977898991987) 0.03633985751200536\n",
      "HMR_3912 : (-12.71280833293124, 12.71280833293124) 0.03633985751200536\n",
      "HMR_3919 : (-4.465765552359348, 4.465765552359348) 0.03633985751200536\n",
      "HMR_3920 : (-16.602375552857254, 16.602375552857254) 0.03633985751200536\n",
      "HMR_3995 : (-17.31032977415807, 17.31032977415807) 0.03633985751200536\n",
      "HMR_6519 : (-13.23064284150347, 13.23064284150347) 0.03633985751200536\n",
      "HMR_6520 : (-10.169254343044695, 10.169254343044695) 0.03633985751200536\n",
      "HMR_6523 : (-33.50557346670376, 33.50557346670376) 0.03633985751200536\n",
      "HMR_8066 : (-12.71280833293124, 12.71280833293124) 0.03633985751200536\n",
      "HMR_8068 : (-8.5718815513616, 8.5718815513616) 0.03633985751200536\n",
      "HMR_7131 : (-16.835244891209285, 16.835244891209285) 0.03633985751200536\n",
      "HMR_7136 : (-15.753934940468309, 15.753934940468309) 0.03633985751200536\n",
      "HMR_7139 : (-16.36144778728099, 16.36144778728099) 0.03633985751200536\n",
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      "HMR_1290 : (-21.661226335106, 21.661226335106) 0.03633985751199578\n",
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      "HMR_1297 : (-11.09838481563088, 11.09838481563088) 0.03633985751199578\n",
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      "HMR_8559 : (-1.263034405833794, 1.263034405833794) 0.03633985751199578\n",
      "HMR_8560 : (-20.985526946496407, 20.985526946496407) 0.03633985751199578\n",
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      "HMR_2594 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
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      "HMR_2620 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2623 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2626 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
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      "HMR_2642 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2648 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
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      "HMR_2660 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
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      "HMR_2666 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2669 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2672 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2675 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2678 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2681 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2684 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2687 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2690 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2693 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2699 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2702 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2705 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2708 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2711 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2714 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2717 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2720 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2726 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2730 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2733 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2736 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2739 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2742 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2746 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2752 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2755 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2759 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2762 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2768 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2771 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2774 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_2877 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_3032 : (-12.182883927480411, 12.182883927480411) 0.03633985751199578\n",
      "HMR_0161 : (-8.24815908537711, 8.24815908537711) 0.03633985751199578\n",
      "HMR_2593 : (-8.24815908537711, 8.24815908537711) 0.03633985751199578\n",
      "HMR_2596 : (-8.462071137858095, 8.462071137858095) 0.03633985751199578\n",
      "HMR_2598 : (-8.24815908537711, 8.24815908537711) 0.03633985751199578\n",
      "HMR_2601 : (-8.24815908537711, 8.24815908537711) 0.03633985751199578\n",
      "HMR_2603 : (-10.889677310639994, 10.889677310639994) 0.03633985751199578\n",
      "HMR_2604 : (-8.24815908537711, 8.24815908537711) 0.03633985751199578\n",
      "HMR_2606 : (-10.889677310639994, 10.889677310639994) 0.03633985751199578\n",
      "HMR_2607 : (-8.24815908537711, 8.24815908537711) 0.03633985751199578\n",
      "HMR_2609 : (-10.889677310639994, 10.889677310639994) 0.03633985751199578\n",
      "HMR_2610 : (-8.24815908537711, 8.24815908537711) 0.03633985751199578\n",
      "HMR_2612 : (-10.889677310639994, 10.889677310639994) 0.03633985751199578\n",
      "HMR_2613 : (-8.24815908537711, 8.24815908537711) 0.03633985751199578\n",
      "HMR_2616 : (-10.889677310639994, 10.889677310639994) 0.03633985751199578\n",
      "HMR_2618 : (-8.24815908537711, 8.24815908537711) 0.03633985751199578\n",
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      "HMR_2622 : (-8.24815908537711, 8.24815908537711) 0.03633985751199578\n",
      "HMR_2624 : (-10.889677310639994, 10.889677310639994) 0.03633985751199578\n",
      "HMR_2625 : (-8.24815908537711, 8.24815908537711) 0.03633985751199578\n",
      "HMR_2629 : (-10.889677310639994, 10.889677310639994) 0.03633985751199578\n",
      "HMR_2630 : (-8.24815908537711, 8.24815908537711) 0.03633985751199578\n",
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      "HMR_2638 : (-10.889677310639994, 10.889677310639994) 0.03633985751199578\n",
      "HMR_2640 : (-8.24815908537711, 8.24815908537711) 0.03633985751199578\n",
      "HMR_2644 : (-10.889677310639994, 10.889677310639994) 0.03633985751199578\n",
      "HMR_2646 : (-8.24815908537711, 8.24815908537711) 0.03633985751199578\n",
      "HMR_2649 : (-10.889677310639994, 10.889677310639994) 0.03633985751199578\n",
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      "HMR_1907 : (-0.7030253726509051, 0.7030253726509051) 0.036339857511987116\n",
      "HMR_1908 : (-0.7030253726509051, 0.7030253726509051) 0.036339857511987116\n",
      "HMR_1909 : (-0.7030253726509051, 0.7030253726509051) 0.036339857511987116\n",
      "HMR_3916 : (-6.352882086522959, 6.352882086522959) 0.036339857511987116\n",
      "HMR_4321 : (-12.491455584496995, 12.491455584496995) 0.036339857511987116\n",
      "HMR_4858 : (-21.160407544799973, 21.160407544799973) 0.036339857511987116\n",
      "HMR_4885 : (-8.015121836980757, 8.015121836980757) 0.036339857511987116\n",
      "HMR_4949 : (-0.2265085298086797, 0.2265085298086797) 0.036339857511987116\n",
      "HMR_4954 : (-22.645200962342614, 22.645200962342614) 0.036339857511987116\n",
      "HMR_4973 : (-14.991324361018876, 14.991324361018876) 0.036339857511987116\n",
      "HMR_4999 : (-0.0840642647884745, 0.0840642647884745) 0.036339857511987116\n",
      "HMR_5003 : (-11.088092092973547, 11.088092092973547) 0.036339857511987116\n",
      "HMR_5008 : (-11.088092092973547, 11.088092092973547) 0.036339857511987116\n",
      "HMR_5029 : (-38.201101591717915, 38.201101591717915) 0.036339857511987116\n",
      "HMR_5032 : (-12.91184145328182, 12.91184145328182) 0.036339857511987116\n",
      "HMR_5034 : (-11.088092092973547, 11.088092092973547) 0.036339857511987116\n",
      "HMR_5035 : (-11.088092092973547, 11.088092092973547) 0.036339857511987116\n",
      "HMR_5037 : (-11.088092092973547, 11.088092092973547) 0.036339857511987116\n",
      "HMR_5042 : (-11.088092092973547, 11.088092092973547) 0.036339857511987116\n",
      "HMR_5458 : (-17.724142561841237, 17.724142561841237) 0.036339857511987116\n",
      "HMR_5460 : (-17.724142561841237, 17.724142561841237) 0.036339857511987116\n",
      "HMR_5470 : (-17.724142561841237, 17.724142561841237) 0.036339857511987116\n",
      "HMR_5473 : (-17.724142561841237, 17.724142561841237) 0.036339857511987116\n",
      "HMR_5487 : (-17.724142561841237, 17.724142561841237) 0.036339857511987116\n",
      "HMR_5497 : (-17.724142561841237, 17.724142561841237) 0.036339857511987116\n",
      "HMR_5527 : (-7.976947836423462, 7.976947836423462) 0.036339857511987116\n",
      "HMR_5528 : (-7.976947836423462, 7.976947836423462) 0.036339857511987116\n",
      "HMR_5529 : (-7.976947836423462, 7.976947836423462) 0.036339857511987116\n",
      "HMR_5530 : (-7.976947836423462, 7.976947836423462) 0.036339857511987116\n",
      "HMR_5531 : (-7.976947836423462, 7.976947836423462) 0.036339857511987116\n",
      "HMR_5532 : (-7.976947836423462, 7.976947836423462) 0.036339857511987116\n",
      "HMR_5533 : (-7.976947836423462, 7.976947836423462) 0.036339857511987116\n",
      "HMR_5534 : (-7.976947836423462, 7.976947836423462) 0.036339857511987116\n",
      "HMR_5535 : (-7.976947836423462, 7.976947836423462) 0.036339857511987116\n",
      "HMR_5536 : (-7.976947836423462, 7.976947836423462) 0.036339857511987116\n",
      "HMR_5537 : (-7.976947836423462, 7.976947836423462) 0.036339857511987116\n",
      "HMR_5538 : (-7.976947836423462, 7.976947836423462) 0.036339857511987116\n",
      "HMR_5539 : (-7.976947836423462, 7.976947836423462) 0.036339857511987116\n",
      "HMR_5540 : (-7.976947836423462, 7.976947836423462) 0.036339857511987116\n",
      "HMR_5541 : (-7.976947836423462, 7.976947836423462) 0.036339857511987116\n",
      "HMR_5547 : (-8.416860004341336, 8.416860004341336) 0.036339857511987116\n",
      "HMR_5578 : (-19.894749527390264, 19.894749527390264) 0.036339857511987116\n",
      "HMR_5579 : (-11.178581697593113, 11.178581697593113) 0.036339857511987116\n",
      "HMR_5580 : (-11.178581697593113, 11.178581697593113) 0.036339857511987116\n",
      "HMR_5581 : (-11.178581697593113, 11.178581697593113) 0.036339857511987116\n",
      "HMR_5582 : (-11.178581697593113, 11.178581697593113) 0.036339857511987116\n",
      "HMR_5583 : (-11.178581697593113, 11.178581697593113) 0.036339857511987116\n",
      "HMR_5584 : (-11.178581697593113, 11.178581697593113) 0.036339857511987116\n",
      "HMR_5585 : (-11.178581697593113, 11.178581697593113) 0.036339857511987116\n",
      "HMR_5586 : (-11.178581697593113, 11.178581697593113) 0.036339857511987116\n",
      "HMR_6000 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6001 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6002 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6003 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6004 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6005 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6006 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6007 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6008 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6009 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6010 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6011 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6012 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6013 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6014 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6015 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6016 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6017 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6018 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6019 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6020 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6021 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6022 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6023 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6024 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6025 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6026 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6027 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6028 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6029 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6030 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6031 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6032 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6033 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6034 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6035 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6036 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6037 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6038 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6039 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6040 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6041 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6042 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6043 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6044 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6045 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6046 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6047 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6048 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6049 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6050 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6051 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6052 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6053 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6054 : (-28.1540605336273, 28.1540605336273) 0.036339857511987116\n",
      "HMR_6055 : (-11.783117078164441, 11.783117078164441) 0.036339857511987116\n",
      "HMR_6241 : (-1.9078136250967472, 1.9078136250967472) 0.036339857511987116\n",
      "HMR_6243 : (-1.9078136250967472, 1.9078136250967472) 0.036339857511987116\n",
      "HMR_6245 : (-0.0840642647884745, 0.0840642647884745) 0.036339857511987116\n",
      "HMR_6257 : (-5.866907978143166, 5.866907978143166) 0.036339857511987116\n",
      "HMR_6366 : (-11.088092092973547, 11.088092092973547) 0.036339857511987116\n",
      "HMR_6367 : (-11.088092092973547, 11.088092092973547) 0.036339857511987116\n",
      "HMR_6368 : (-11.088092092973547, 11.088092092973547) 0.036339857511987116\n",
      "HMR_6512 : (-45.14948022065745, 45.14948022065745) 0.036339857511987116\n",
      "HMR_6732 : (-1.9078136250967472, 1.9078136250967472) 0.036339857511987116\n",
      "HMR_8676 : (-6.322908794115206, 6.322908794115206) 0.036339857511987116\n",
      "HMR_8846 : (-15.713790385489967, 15.713790385489967) 0.036339857511987116\n",
      "HMR_8861 : (-0.2265085298086797, 0.2265085298086797) 0.036339857511987116\n",
      "HMR_9192 : (-1.8237493603082728, 1.8237493603082728) 0.036339857511987116\n",
      "HMR_9618 : (-0.0, 0.0) 0.036339857511987116\n",
      "HMR_4312 : (-46.342991041811246, 46.342991041811246) 0.036339857511987116\n",
      "HMR_0158 : (-69.97248210440587, 69.97248210440587) 0.036339857511987116\n",
      "HMR_3863 : (-8.131864161207783, 8.131864161207783) 0.036339857511987116\n",
      "HMR_4843 : (-9.127091089114922, 9.127091089114922) 0.036339857511987116\n",
      "HMR_4914 : (-5.977911822921394, 5.977911822921394) 0.036339857512023635\n",
      "HMR_5022 : (-1.6888159445373288, 1.6888159445373288) 0.03633985751201122\n",
      "HMR_5292 : (-3.5904853728201735, 3.5904853728201735) 0.0363398575120938\n",
      "HMR_6328 : (-22.901549123621137, 22.901549123621137) 0.036339857511994686\n",
      "HMR_8475 : (-11.088092092973547, 11.088092092973547) 0.036339857511994686\n",
      "HMR_4908 : (-43.55178043837316, 43.55178043837316) 0.036339857511994686\n",
      "HMR_4930 : (-28.1540605336273, 28.1540605336273) 0.036339857511994686\n",
      "HMR_8476 : (-11.088092092973547, 11.088092092973547) 0.036339857511994686\n",
      "HMR_4314 : (-46.342991041811246, 46.342991041811246) 0.036339857511994686\n",
      "HMR_1917 : (-14.063232431849924, 14.063232431849924) 0.036339857511994686\n",
      "HMR_0918 : (-12.113804426892463, 12.113804426892463) 0.036339857511994686\n",
      "HMR_1916 : (-14.063232431849924, 14.063232431849924) 0.036339857511994686\n",
      "HMR_6578 : (-46.342991041811246, 46.342991041811246) 0.036339857511994686\n",
      "HMR_7434 : (-3.8994270165605323, 3.8994270165605323) 0.036339857511994686\n",
      "HMR_7694 : (-5.694339777236422, 5.694339777236422) 0.036339857511994686\n",
      "HMR_7695 : (-5.694339777236422, 5.694339777236422) 0.036339857511994686\n",
      "HMR_7743 : (-16.460398255798815, 16.460398255798815) 0.036339857511994686\n",
      "HMR_8496 : (-3.5904853728201735, 3.5904853728201735) 0.036339857511994686\n",
      "HMR_8857 : (-12.113804426892463, 12.113804426892463) 0.036339857511994686\n",
      "HMR_4313 : (-46.342991041811246, 46.342991041811246) 0.036339857511994686\n",
      "HMR_0664 : (-5.16730172191701, 5.16730172191701) 0.036339857511994686\n",
      "HMR_0730 : (-23.62022096100987, 23.62022096100987) 0.036339857511994686\n",
      "HMR_1392 : (-3.6530829532503972, 3.6530829532503972) 0.036339857511994686\n",
      "HMR_4856 : (-11.25475765536802, 11.25475765536802) 0.036339857511994686\n",
      "HMR_5342 : (-0.2141248053528473, 0.2141248053528473) 0.036339857511994686\n",
      "HMR_7649 : (-6.445605215791868, 6.445605215791868) 0.036339857511994686\n",
      "ARGtm : (-2.698129557453891, 2.698129557453891) 0.036339857511994686\n",
      "C161CPT12 : (-12.182883927480411, 12.182883927480411) 0.036339857511994686\n",
      "C181CPT1 : (-12.182883927480411, 12.182883927480411) 0.036339857511994686\n",
      "CITRtm : (-2.698129557453891, 2.698129557453891) 0.03633985751200082\n",
      "CSNAT2x : (-7.785968966777249, 7.785968966777249) 0.03633985751199475\n",
      "DAGKn_hs : (-4.11576572757806, 4.11576572757806) 0.03633985751199475\n",
      "ELAIDCPT1 : (-12.182883927480411, 12.182883927480411) 0.03633985751199475\n",
      "IPDDIx : (-6.791553633388596, 6.791553633388596) 0.03633985751199475\n",
      "LNLNCACPT1 : (-12.182883927480411, 12.182883927480411) 0.03633985751199475\n",
      "NAHCO3_HCLt : (-1.1703096688331764, 1.1703096688331764) 0.03633985751199475\n",
      "NAt : (-3.931748856067052, 3.931748856067052) 0.03633985751199475\n",
      "NAt5 : (-8.014497658348342, 8.014497658348342) 0.03633985751199475\n",
      "NCNt : (-2.493134922305505, 2.493134922305505) 0.03633985751199475\n",
      "NH4t3r : (-0.2033891173670871, 0.2033891173670871) 0.03633985751199475\n",
      "PHETA1m : (-6.637342164732367, 6.637342164732367) 0.03633985751199475\n",
      "r0309 : (-8.979490647470186, 8.979490647470186) 0.03633985751199475\n",
      "r0494 : (-2.84056958150042, 2.84056958150042) 0.03633985751199475\n",
      "r0497 : (-2.84056958150042, 2.84056958150042) 0.03633985751199475\n",
      "r0633 : (-8.979490647470186, 8.979490647470186) 0.036339857511977755\n",
      "r0638 : (-8.979490647470186, 8.979490647470186) 0.03633985751196431\n",
      "r0652 : (-8.979490647470186, 8.979490647470186) 0.03633985751196431\n",
      "r0735 : (-8.979490647470186, 8.979490647470186) 0.03633985751196431\n",
      "r0752 : (-13.932899437816388, 13.932899437816388) 0.03633985751196431\n",
      "r0754 : (-13.932899437816388, 13.932899437816388) 0.03633985751196431\n",
      "r0756 : (-13.932899437816388, 13.932899437816388) 0.03633985751196431\n",
      "r0791 : (-8.979490647470186, 8.979490647470186) 0.03633985751196431\n",
      "RE0344M : (-9.657975775694261, 9.657975775694261) 0.03633985751196431\n",
      "RE0344X : (-6.492145837540836, 6.492145837540836) 0.03633985751196431\n",
      "RE0577M : (-9.657975775694261, 9.657975775694261) 0.03633985751196431\n",
      "RE0577X : (-6.492145837540836, 6.492145837540836) 0.03633985751196431\n",
      "RE0578M : (-9.657975775694261, 9.657975775694261) 0.03633985751196431\n",
      "RE0578X : (-6.492145837540836, 6.492145837540836) 0.03633985751196431\n",
      "RE0579M : (-9.657975775694261, 9.657975775694261) 0.03633985751196431\n",
      "RE0579X : (-6.492145837540836, 6.492145837540836) 0.03633985751196431\n",
      "RE0702L : (-8.251504186984782, 8.251504186984782) 0.03633985751196431\n",
      "RE0702M : (-16.752658004147627, 16.752658004147627) 0.03633985751196431\n",
      "RE1233M : (-6.630181197917835, 6.630181197917835) 0.03633985751196431\n",
      "RE1514M : (-18.29965783366743, 18.29965783366743) 0.03633985751196431\n",
      "RE1514X : (-21.45508326541463, 21.45508326541463) 0.03633985751196431\n",
      "RE1516X : (-6.423331089979953, 6.423331089979953) 0.03633985751196431\n",
      "RE1517X : (-6.423331089979953, 6.423331089979953) 0.03633985751196431\n",
      "RE1518X : (-6.423331089979953, 6.423331089979953) 0.03633985751196431\n",
      "RE1796M : (-0.1243281350022017, 0.1243281350022017) 0.03633985751198182\n",
      "RE1835M : (-9.657975775694261, 9.657975775694261) 0.03633985751199641\n",
      "RE2270E : (-0.0571383043935418, 0.0571383043935418) 0.03633985751199641\n",
      "RE2273E : (-0.0571383043935418, 0.0571383043935418) 0.03633985751199641\n",
      "RE2443M : (-20.439131798506317, 20.439131798506317) 0.03633985751199641\n",
      "RE2445E : (-1.5675454476437465, 1.5675454476437465) 0.03633985751199641\n",
      "RE2513L : (-8.251504186984782, 8.251504186984782) 0.03633985751199641\n",
      "RE2514L : (-8.251504186984782, 8.251504186984782) 0.03633985751199641\n",
      "RE2910M : (-34.95401620707238, 34.95401620707238) 0.03633985751199641\n",
      "RE2910X : (-11.45914489549359, 11.45914489549359) 0.03633985751199641\n",
      "RE2913X : (-6.423331089979953, 6.423331089979953) 0.03633985751199641\n",
      "RE2914X : (-6.423331089979953, 6.423331089979953) 0.03633985751199641\n",
      "RE2915M : (-15.289125820540026, 15.289125820540026) 0.03633985751199641\n",
      "RE2915X : (-6.423331089979953, 6.423331089979953) 0.03633985751199641\n",
      "RE2921M : (-24.054103537839737, 24.054103537839737) 0.03633985751199641\n",
      "RE2999M : (-14.906718945921023, 14.906718945921023) 0.03633985751199641\n",
      "RE3003M : (-14.906718945921023, 14.906718945921023) 0.03633985751199641\n",
      "RE3004M : (-24.054103537839737, 24.054103537839737) 0.03633985751199641\n",
      "RE3005M : (-22.975082354856006, 22.975082354856006) 0.03633985751199641\n",
      "RE3006M : (-17.21733859154145, 17.21733859154145) 0.03633985751199641\n",
      "RE3074X : (-21.45508326541463, 21.45508326541463) 0.03633985751199641\n",
      "RE3111M : (-0.1243281350022017, 0.1243281350022017) 0.03633985751199641\n",
      "RE3248M : (-24.054103537839737, 24.054103537839737) 0.03633985751199641\n",
      "RE3250M : (-22.975082354856006, 22.975082354856006) 0.03633985751199641\n",
      "RE3250X : (-11.45914489549359, 11.45914489549359) 0.03633985751199641\n",
      "RE3335M : (-18.29965783366743, 18.29965783366743) 0.03633985751199641\n",
      "RE3335R : (-21.45508326541463, 21.45508326541463) 0.03633985751199641\n",
      "RE3335X : (-21.45508326541463, 21.45508326541463) 0.03633985751199641\n",
      "RE3339C : (-1.7640913294933085, 1.7640913294933085) 0.03633985751199641\n",
      "RE3343C : (-1.7640913294933085, 1.7640913294933085) 0.03633985751199641\n",
      "RE3346C : (-7.746995251283213, 7.746995251283213) 0.03633985751199641\n",
      "RE3346R : (-9.097366394172441, 9.097366394172441) 0.03633985751199641\n",
      "RE3444C : (-1.7640913294933085, 1.7640913294933085) 0.03633985751199641\n",
      "RE3446M : (-18.29965783366743, 18.29965783366743) 0.03633985751199641\n",
      "RE3446R : (-21.45508326541463, 21.45508326541463) 0.03633985751199641\n",
      "RE3446X : (-21.45508326541463, 21.45508326541463) 0.03633985751199641\n",
      "RE3470C : (-12.03469553592716, 12.03469553592716) 0.03633985751199641\n",
      "RE3520M : (-16.498173337979054, 16.498173337979054) 0.03633985751199641\n",
      "RE3521M : (-20.439131798506317, 20.439131798506317) 0.03633985751199641\n",
      "RE3532M : (-20.439131798506317, 20.439131798506317) 0.03633985751199641\n",
      "RE3532R : (-20.485973446021752, 20.485973446021752) 0.03633985751199641\n",
      "RE3533M : (-20.439131798506317, 20.439131798506317) 0.03633985751199641\n",
      "RE3533R : (-20.485973446021752, 20.485973446021752) 0.03633985751199641\n",
      "RE3534M : (-20.439131798506317, 20.439131798506317) 0.03633985751199641\n",
      "RE3534R : (-20.485973446021752, 20.485973446021752) 0.03633985751199641\n",
      "RE3554M : (-20.439131798506317, 20.439131798506317) 0.03633985751199641\n",
      "RE3554R : (-20.485973446021752, 20.485973446021752) 0.03633985751199641\n",
      "RE3557M : (-20.439131798506317, 20.439131798506317) 0.03633985751199641\n",
      "RE3557R : (-20.485973446021752, 20.485973446021752) 0.03633985751199641\n",
      "RE3560C : (-1.7640913294933085, 1.7640913294933085) 0.03633985751199641\n",
      "PIt8 : (-11.420759020142949, 11.420759020142949) 0.03633985751199641\n",
      "C100CPT1 : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C101CPT1 : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C102CPT1 : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C10DCc : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C10OHc : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C120CPT1 : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C121CPT1 : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C12OHc : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C140CPT1 : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C141CPT1 : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C141OHc : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C142CPT1 : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C142OHc : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C14OHc : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C161OHc : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C162OHc : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C16DCc : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C16OHc : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C181OHc : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C182OHc : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C18OHc : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C4OHc : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C50CPT1 : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C51CPT1 : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C60CPT1 : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C6DCc : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C81CPT1 : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "C8DCc : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "FAOXC12DCc : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "FAOXC3DC : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "FAOXC4C4DCc : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "FAOXC5C5DCc : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "FAOXC5OHc : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "OCD11COACPT1 : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "OCTDECCPT1 : (-12.182883927480411, 12.182883927480411) 0.03633985751199641\n",
      "ALAALACNc : (-5.933336575912319, 5.933336575912319) 0.03633985751199641\n",
      "GLYGLYCNc : (-5.933336575912319, 5.933336575912319) 0.03633985751199641\n",
      "LKYNRtr : (-4.205603646531916, 4.205603646531916) 0.03633985751199641\n",
      "KYNATEtr : (-0.0, 0.0) 0.03633985751199641\n",
      "FOLOAT2tc : (-0.0, 0.0) 0.03633985751199641\n",
      "FOLOATPtc : (-0.5360529002402097, 0.5360529002402097) 0.03633985751198217\n",
      "H2OGLYAQPt : (-1.859969548221026, 1.859969548221026) 0.036339857512010625\n",
      "ALAARGCYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ALAARGGLYt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ALAASNLEUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ALAGLYLYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ALAHISALAt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ALALYSTHRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ARGALAALAt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ARGALAPHEt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ARGALATHRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ARGARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ARGARGLYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ARGARGMETt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ARGCYSGLYt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ARGCYSSERt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ARGGLUGLUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ARGGLUPROt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ARGGLYGLYt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ARGHISTHRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ARGLEUPHEt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ARGLYSASPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ARGPHEARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ARGPROMETt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ARGPROTHRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ARGSERSERt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ARGTYRVALt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ARGVALCYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ARGVALTRPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ASNASNARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ASNCYSCYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ASNMETPROt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ASNPHEASPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ASNPHECYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ASNTYRGLYt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ASNTYRPHEt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ASNTYRTHRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ASPALAARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ASPASNGLUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ASPGLUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ASPGLUPROt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ASPGLUTRPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ASPHISCYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ASPHISPROt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ASPLYSGLUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ASPLYSHISt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ASPMETASPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ASPPROLYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ASPVALASNt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "CYSASNMETt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "CYSASPPHEt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "CYSCYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "CYSGLNMETt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "CYSGLUHISt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "CYSGLUTRPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "CYSLEUTHRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "CYSSERMETt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "CYSTYRASNt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLNASNGLNt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLNHISHISt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLNHISLYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLNLYSLYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLNLYSTRPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLNPROGLUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLNTRPGLUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLNTYRLEUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLUARGLEUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLUASNLEUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLUGLUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLUILELYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLULEUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLUMETt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLUMETHISt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLUTHRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLUTHRLYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLUTRPALAt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLYHISASNt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLYHISLYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLYLYSCYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLYLYSPHEt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLYTYRLYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "GLYVALHISt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "HISARGCYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "HISARGSERt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "HISASPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "HISCYSCYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "HISGLNALAt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "HISGLUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "HISGLUGLNt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "HISGLYLYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "HISHISLYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "HISLYSALAt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "HISLYSGLUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "HISLYSILEt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "HISLYSTHRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "HISLYSVALt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "HISMETt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "HISMETGLNt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "HISPHEARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "HISPROLYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "HISTRPHISt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ILEARGILEt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ILEASNHISt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ILEASPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ILEGLNGLUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ILEGLYARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ILEPROLYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ILESERARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ILETRPTYRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "LEUALAARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "LEUASNASPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "LEUASPLYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "LEULEUTRPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "LEUPROt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "LEUPROARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "LEUSERTRPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "LEUTRPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "LEUTRPARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "LEUTYRTYRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "LEUVALt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "LYSARGLEUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "LYSCYSHISt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "LYSGLNPHEt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "LYSGLUGLUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "LYSLYSLYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "LYSPHEILEt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "LYSTRPARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "LYSTYRILEt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "LYSVALPHEt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "LYSVALTRPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "METARGLEUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "METASNTYRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "METGLNTYRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "METGLYARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "METHISLYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "METMETILEt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "METPHEARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "METTRPPHEt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PHEASNMETt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PHEASPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PHEGLNPHEt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PHELEUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PHELEUASPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PHELEUHISt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PHELYSALAt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PHELYSPROt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PHEPHEt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PHEPHEASNt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PHEPHETHRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PHEPROARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PHESERTRPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PHETHRLYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PHETRPLEUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PHETYRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PHETYRGLNt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PHETYRLYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PROARGASPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PROARGCYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PROASNCYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PROCYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PROGLNPROt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PROGLULYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PROHISt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PROHISTYRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PROLEUARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PROLYSPROt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PROPHEt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PROPROARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PROPROPROt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PROTRPLYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PROTRPTHRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "PROVALGLNt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "SERARGALAt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "SERARGTRPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "SERCYSARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "SERGLYGLUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "SERLYSHISt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "SERPHELYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "SERTRPHISt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "THRARGTYRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "THRASNTYRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "THRGLNGLUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "THRGLNTYRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "THRHISHISt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "THRILEARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "THRMETARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "THRPHEARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "THRSERARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "THRTHRARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "THRTYRMETt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPALAPROt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPARGALAt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPASPASPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPGLNGLNt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPGLUGLYt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPGLULEUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPGLUPROt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPGLUTYRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPGLYLEUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPGLYPHEt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPGLYVALt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPHISMETt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPILELYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPILETRPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPLEUVALt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPLYSt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPMETARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPMETVALt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPPHEt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPPROGLYt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPPROLEUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPPROVALt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPSERTYRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPTHRGLUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPTHRILEt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPTHRTYRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPTYRGLNt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPTYRTYRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPVALASPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TYRALAt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TYRALAPHEt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TYRARGGLUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TYRARGSERt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TYRASPARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TYRCYSGLYt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TYRCYSTHRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TYRGLUt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TYRLEUARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TYRPHETYRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TYRTHRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TYRTRPPHEt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TYRTYRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TYRVALMETt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "VALARGGLYt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "VALHISASNt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "VALLEUPHEt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "VALLYSTYRt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "VALPHEARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "VALPROTRPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "VALSERARGt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "VALTRPPHEt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "VALTRPVALt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "VALVALt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "TRPGLYASPt : (-3.1106305080964343, 3.1106305080964343) 0.036339857512010625\n",
      "ADNCNT3tc : (-1.894138688199671, 1.894138688199671) 0.036339857512010625\n",
      "GLYLEUHYDROc : (-6.070840099662254, 6.070840099662254) 0.036339857512010625\n",
      "THMt3 : (-3.8978019022902557, 3.8978019022902557) 0.036339857512010625\n",
      "PHPYRte : (-14.7254015760099, 14.7254015760099) 0.036339857512010625\n",
      "VANILPYRc : (-4.70955532612698, 4.70955532612698) 0.036339857512010625\n",
      "CE2705t : (-11.088092092973547, 11.088092092973547) 0.036339857512010625\n",
      "MMAte : (-1.6744606515602587, 1.6744606515602587) 0.036339857512010625\n",
      "TYMte : (-0.0840642647884745, 0.0840642647884745) 0.036339857512010625\n",
      "13DAMPPte : (-0.0840642647884745, 0.0840642647884745) 0.036339857512010625\n",
      "CE1918te : (-0.0, 0.0) 0.036339857512010625\n",
      "34DHPHAte : (-0.0, 0.0) 0.036339857512010625\n",
      "34DHOXMANDte : (-0.0, 0.0) 0.036339857512010625\n",
      "CE6205te : (-0.0, 0.0) 0.036339857512010625\n",
      "12DHCHOLt : (-3.671417932610139, 3.671417932610139) 0.036339857512010625\n",
      "3DHCDCHOLt : (-3.671417932610139, 3.671417932610139) 0.036339857512010625\n",
      "3DHCHOLt : (-3.671417932610139, 3.671417932610139) 0.036339857512010625\n",
      "3DHDCAt : (-3.671417932610139, 3.671417932610139) 0.036339857512010625\n",
      "3DHLCAt : (-3.671417932610139, 3.671417932610139) 0.036339857512010625\n",
      "7DHCDCHOLt : (-3.671417932610139, 3.671417932610139) 0.036339857512010625\n",
      "7DHCHOLt : (-3.671417932610139, 3.671417932610139) 0.036339857512010625\n",
      "CA3St : (-0.0426443374084937, 0.0426443374084937) 0.036339857512010625\n",
      "HC02220t : (-0.0426443374084937, 0.0426443374084937) 0.036339857512010625\n",
      "COPROSTt : (-3.671417932610139, 3.671417932610139) 0.036339857512010625\n",
      "DCA3St : (-0.0426443374084937, 0.0426443374084937) 0.036339857512010625\n",
      "GCA3St : (-0.0426443374084937, 0.0426443374084937) 0.036339857512010625\n",
      "GCDCA3St : (-0.0426443374084937, 0.0426443374084937) 0.036339857512010625\n",
      "GDCA3St : (-0.0426443374084937, 0.0426443374084937) 0.036339857512010625\n",
      "GUDCA3St : (-0.0426443374084937, 0.0426443374084937) 0.036339857512010625\n",
      "HYOCHOLt : (-3.671417932610139, 3.671417932610139) 0.036339857512010625\n",
      "ICDCHOLt : (-3.671417932610139, 3.671417932610139) 0.036339857512010625\n",
      "ISOCHOLt : (-3.671417932610139, 3.671417932610139) 0.036339857512010625\n",
      "LCA3St : (-0.0426443374084937, 0.0426443374084937) 0.036339857512010625\n",
      "TCA3St : (-0.0426443374084937, 0.0426443374084937) 0.036339857512010625\n",
      "TCDCA3St : (-0.0426443374084937, 0.0426443374084937) 0.036339857512010625\n",
      "TDCA3St : (-0.0426443374084937, 0.0426443374084937) 0.036339857512010625\n",
      "THYOCHOLt : (-3.671417932610139, 3.671417932610139) 0.036339857512010625\n",
      "TUDCA3St : (-0.0426443374084937, 0.0426443374084937) 0.036339857512010625\n",
      "UCHOLt : (-3.671417932610139, 3.671417932610139) 0.036339857512010625\n",
      "UDCA3St : (-0.0426443374084937, 0.0426443374084937) 0.036339857512010625\n",
      "UDCHOLt : (-3.671417932610139, 3.671417932610139) 0.036339857512010625\n",
      "2HATVACIDthc : (-0.2265085298086797, 0.2265085298086797) 0.036339857512010625\n",
      "2HATVLACthc : (-0.2265085298086797, 0.2265085298086797) 0.036339857512010625\n",
      "35DHPVSthc : (-0.2265085298086797, 0.2265085298086797) 0.036339857512010625\n",
      "3HPVSthc : (-0.2265085298086797, 0.2265085298086797) 0.036339857512010625\n",
      "3ISPVSthc : (-0.2265085298086797, 0.2265085298086797) 0.036339857512010625\n",
      "4HATVACIDthc : (-0.2265085298086797, 0.2265085298086797) 0.036339857512010625\n",
      "4HATVLACthc : (-0.2265085298086797, 0.2265085298086797) 0.036339857512010625\n",
      "6EPVSthc : (-0.2265085298086797, 0.2265085298086797) 0.036339857512010625\n",
      "ATVLACThc : (-0.2265085298086797, 0.2265085298086797) 0.036339857512010625\n",
      "PTVSTtu : (-0.7625614300488894, 0.7625614300488894) 0.0363398575120217\n",
      "RSVtu : (-0.7625614300488894, 0.7625614300488894) 0.036339857511980996\n",
      "number of reversible, AND reactions = 92\n",
      "number of forward, AND reactions = 561\n",
      "HMR_4137 : (0, 0.0) 0.036339857511980996\n",
      "HMR_4415 : (0, 0.0) 0.036339857511980996\n",
      "HMR_3800 : (0, 2.8933622107638715) 0.036339857511980996\n",
      "HMR_8433 : (0, 1.7311832415722) 0.036339857511980996\n",
      "HMR_8434 : (0, 1.7311832415722) 0.036339857511980996\n",
      "HMR_8435 : (0, 1.7311832415722) 0.036339857511980996\n",
      "HMR_8436 : (0, 1.7311832415722) 0.036339857511980996\n",
      "HMR_4239 : (0, 5.3826672527450405) 0.036339857511980996\n",
      "HMR_6978 : (0, 4.907371413823563) 0.036339857511980996\n",
      "HMR_8029 : (0, 4.907371413823563) 0.036339857511980996\n",
      "HMR_3164 : (0, 4.342696959981934) 0.036339857511980996\n",
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      "HMR_3339 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3340 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3341 : (0, 4.342696959981934) 0.027215750946445606\n",
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      "HMR_3352 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3353 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3365 : (0, 4.342696959981934) 0.027215750946445606\n",
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      "HMR_3508 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3509 : (0, 4.342696959981934) 0.027215750946445606\n",
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      "HMR_3514 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3515 : (0, 4.342696959981934) 0.027215750946445606\n",
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      "HMR_3305 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3307 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3309 : (0, 4.342696959981934) 0.027215750946445606\n",
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      "HMR_3315 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3316 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3317 : (0, 4.342696959981934) 0.027215750946445606\n",
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      "HMR_3320 : (0, 4.342696959981934) 0.027215750946445606\n",
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      "HMR_3117 : (0, 4.334139178838237) 0.027215750946445606\n",
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      "HMR_3123 : (0, 4.334139178838237) 0.027215750946445606\n",
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      "HMR_3129 : (0, 4.342696959981934) 0.027215750946445606\n",
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      "HMR_3136 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3137 : (0, 4.334139178838237) 0.027215750946445606\n",
      "HMR_3139 : (0, 5.238404739325079) 0.027215750946445606\n",
      "HMR_3143 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3144 : (0, 4.334139178838237) 0.027215750946445606\n",
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      "HMR_3157 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3158 : (0, 4.334139178838237) 0.027215750946445606\n",
      "HMR_3160 : (0, 5.238404739325079) 0.027215750946445606\n",
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      "HMR_3173 : (0, 5.238404739325079) 0.027215750946445606\n",
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      "HMR_3179 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3180 : (0, 4.334139178838237) 0.027215750946445606\n",
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      "HMR_3188 : (0, 4.334139178838237) 0.027215750946445606\n",
      "HMR_3189 : (0, 5.238404739325079) 0.027215750946445606\n",
      "HMR_3191 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3192 : (0, 4.334139178838237) 0.027215750946445606\n",
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      "HMR_3195 : (0, 4.342696959981934) 0.027215750946445606\n",
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      "HMR_3229 : (0, 5.238404739325079) 0.027215750946445606\n",
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      "HMR_3232 : (0, 4.334139178838237) 0.027215750946445606\n",
      "HMR_3233 : (0, 5.238404739325079) 0.027215750946445606\n",
      "HMR_3235 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3236 : (0, 4.334139178838237) 0.027215750946445606\n",
      "HMR_3237 : (0, 5.238404739325079) 0.027215750946445606\n",
      "HMR_3277 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3278 : (0, 4.334139178838237) 0.027215750946445606\n",
      "HMR_3279 : (0, 5.238404739325079) 0.027215750946445606\n",
      "HMR_3281 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3282 : (0, 4.334139178838237) 0.027215750946445606\n",
      "HMR_3283 : (0, 5.238404739325079) 0.027215750946445606\n",
      "HMR_3285 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3286 : (0, 4.334139178838237) 0.027215750946445606\n",
      "HMR_3287 : (0, 5.238404739325079) 0.027215750946445606\n",
      "HMR_3290 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3292 : (0, 4.334139178838237) 0.027215750946445606\n",
      "HMR_3293 : (0, 5.238404739325079) 0.027215750946445606\n",
      "HMR_1174 : (0, 5.238404739325079) 0.027215750946445606\n",
      "HMR_1177 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_1178 : (0, 4.334139178838237) 0.027215750946445606\n",
      "HMR_1179 : (0, 5.238404739325079) 0.027215750946445606\n",
      "HMR_1182 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_1183 : (0, 4.334139178838237) 0.027215750946445606\n",
      "HMR_1184 : (0, 5.238404739325079) 0.027215750946445606\n",
      "HMR_1216 : (0, 5.238404739325079) 0.027215750946445606\n",
      "HMR_1224 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_1225 : (0, 4.334139178838237) 0.027215750946445606\n",
      "HMR_1226 : (0, 5.238404739325079) 0.027215750946445606\n",
      "HMR_3523 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3524 : (0, 4.334139178838237) 0.027215750946445606\n",
      "HMR_3525 : (0, 5.238404739325079) 0.027215750946445606\n",
      "HMR_3528 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3529 : (0, 4.334139178838237) 0.027215750946445606\n",
      "HMR_3530 : (0, 5.238404739325079) 0.027215750946445606\n",
      "HMR_3532 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3533 : (0, 4.334139178838237) 0.027215750946445606\n",
      "HMR_3534 : (0, 5.238404739325079) 0.027215750946445606\n",
      "HMR_1644 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_0786 : (0, 0.0) 0.027215750946445606\n",
      "HMR_0819 : (0, 0.0) 0.027215750946445606\n",
      "HMR_0830 : (0, 0.0) 0.027215750946445606\n",
      "HMR_0832 : (0, 0.0) 0.027215750946445606\n",
      "HMR_8383 : (0, 2.021479727410452) 0.027215750946445606\n",
      "HMR_8402 : (0, 4.236492618381302) 0.027215750946445606\n",
      "HMR_8404 : (0, 4.236492618381302) 0.027215750946445606\n",
      "HMR_8406 : (0, 4.236492618381302) 0.027215750946445606\n",
      "HMR_8407 : (0, 4.236492618381302) 0.027215750946445606\n",
      "HMR_7208 : (0, 4.283921772307617) 0.027215750946445606\n",
      "HMR_7210 : (0, 4.283921772307617) 0.027215750946445606\n",
      "HMR_7212 : (0, 4.283921772307617) 0.027215750946445606\n",
      "HMR_7214 : (0, 4.283921772307617) 0.027215750946445606\n",
      "HMR_7526 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7530 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7542 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7547 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7560 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7378 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7379 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7380 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7384 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7388 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7392 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7396 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7400 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7404 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7408 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7412 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7416 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7420 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7424 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7426 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7455 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7456 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7457 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7461 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7465 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7467 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7484 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7485 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_7486 : (0, 0.8155754288625725) 0.027215750946445606\n",
      "HMR_1642 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_1646 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_1706 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_1708 : (0, 4.342696959981934) 0.027215750946445606\n",
      "HMR_3923 : (0, 1.7311832415722) 0.027215750946445606\n",
      "HMR_4665 : (0, 1.7311832415722) 0.027215750946445606\n",
      "HMR_2118 : (0, 0.0) 0.027215750946445606\n",
      "HMR_8004 : (0, 0.0) 0.027215750946445606\n",
      "HMR_8008 : (0, 0.0) 0.027215750946432603\n",
      "HMR_9556 : (0, 0.0) 0.02721575094644875\n",
      "HMR_4931 : (0, 4.769771739249448) 0.02721575094644875\n",
      "HMR_5550 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5907 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5908 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5909 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5910 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5911 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5912 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5913 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5914 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5915 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5916 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5917 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5918 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5919 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5920 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5921 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5922 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5923 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5924 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5925 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5926 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5927 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5928 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5929 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5930 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5931 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5932 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5933 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5934 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5935 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5936 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5937 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5938 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5939 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5940 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5941 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5942 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5943 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5944 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5945 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5946 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5947 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5948 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5949 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5950 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5951 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5952 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5953 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5954 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5955 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5956 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5957 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5958 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5959 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5960 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5961 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5962 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5963 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5964 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5965 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5966 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5967 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5968 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5969 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5970 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5971 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5972 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5973 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5974 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5975 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5976 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5977 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5978 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5979 : (0, 0.0) 0.027215750946437262\n",
      "HMR_5980 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5981 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5982 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5983 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5984 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5985 : (0, 0.0) 0.02721575094644875\n",
      "HMR_5986 : (0, 0.0) 0.02721575094644875\n",
      "HMR_8687 : (0, 0.0) 0.02721575094644875\n",
      "HMR_9190 : (0, 1.232660756790275) 0.02721575094644875\n",
      "HMR_9191 : (0, 1.232660756790275) 0.02721575094644875\n",
      "ETF : (0, 6.797012977836145) 0.02721575094644875\n",
      "HKt : (0, 0.0) 0.02721575094644875\n",
      "M4ATAer : (0, 4.236492618381302) 0.02721575094644875\n",
      "M4BET2er : (0, 4.546585829008101) 0.02721575094644875\n",
      "PEROXx : (0, 2.1731274334806563) 0.02721575094644875\n",
      "r0440 : (0, 4.388189537156084) 0.02721575094644875\n",
      "r0443 : (0, 4.388189537156084) 0.02721575094644875\n",
      "r0924 : (0, 0.0285691521967709) 0.02721575094644875\n",
      "DCSPTN1COAtxc : (0, 0.0565835283663675) 0.02721575094644875\n",
      "DOCO13ECOAtxc : (0, 0.0565835283663675) 0.02721575094644875\n",
      "DOCOSCOAtxc : (0, 0.0565835283663675) 0.02721575094644875\n",
      "FAOXC101C8m : (0, 4.334139178838237) 0.02721575094644875\n",
      "FAOXC101C8x : (0, 4.342696959981934) 0.02721575094644875\n",
      "FAOXC102C81m : (0, 4.334139178838237) 0.02721575094644875\n",
      "FAOXC102C81x : (0, 4.342696959981934) 0.02721575094644875\n",
      "FAOXC10C10OHm : (0, 5.791032616755671) 0.02721575094644875\n",
      "FAOXC10C8m : (0, 4.334139178838237) 0.02721575094644875\n",
      "FAOXC10C8x : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC10DCC8DCx : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC11BRC9BRx : (0, 2.1731274334806563) 0.02721575094644875\n",
      "FAOXC11C9m : (0, 4.334139178838237) 0.02721575094644875\n",
      "FAOXC121C101m : (0, 4.334139178838237) 0.02721575094644875\n",
      "FAOXC121C10x : (0, 4.342696959981934) 0.02721575094644875\n",
      "FAOXC122C101m : (0, 4.334139178838237) 0.02721575094644875\n",
      "FAOXC123C102m : (0, 4.334139178838237) 0.02721575094644875\n",
      "FAOXC123C102x : (0, 4.342696959981934) 0.02721575094644875\n",
      "FAOXC12C10m : (0, 4.334139178838237) 0.02721575094644875\n",
      "FAOXC12C10x : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC12C12OHm : (0, 5.791032616755671) 0.02721575094644875\n",
      "FAOXC12DCC10DCx : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC13BRC11BRx : (0, 2.1731274334806563) 0.02721575094644875\n",
      "FAOXC13C11m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC141C121m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC141C121x : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC141C141OHm : (0, 6.230741002626909) 0.02721575094644875\n",
      "FAOXC142C122m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC142C122x : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC142C142OHm : (0, 6.230741002626909) 0.02721575094644875\n",
      "FAOXC143C123m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC143C123x : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC14C12m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC14C12x : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC14C14OHm : (0, 6.230741002626909) 0.02721575094644875\n",
      "FAOXC14DCC12DCx : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC15BRC13BRx : (0, 2.1731274334806563) 0.02721575094644875\n",
      "FAOXC15C13m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC15NADPx : (0, 3.2094533656289497) 0.02721575094644875\n",
      "FAOXC15NADx : (0, 3.2094533656289497) 0.02721575094644875\n",
      "FAOXC161C141m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC161C141x : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC161C161OHm : (0, 6.230741002626909) 0.02721575094644875\n",
      "FAOXC162C142m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC162C162OHm : (0, 6.230741002626909) 0.02721575094644875\n",
      "FAOXC163C142x : (0, 4.342696959981934) 0.02721575094644875\n",
      "FAOXC163C143m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC163GC142m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC164C143m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC164C143x : (0, 4.342696959981934) 0.02721575094644875\n",
      "FAOXC16C14m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC16C14x : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC16C16OHm : (0, 6.230741002626909) 0.02721575094644875\n",
      "FAOXC16DCC14DCx : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC16OHC16r : (0, 0.1763227726404629) 0.02721575094644875\n",
      "FAOXC17C15m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC181C161m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC181C161x : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC181C181OHm : (0, 6.230741002626909) 0.02721575094644875\n",
      "FAOXC182C162m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC182C182OHm : (0, 6.230741002626909) 0.02721575094644875\n",
      "FAOXC183C163Gm : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC183C163m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC184C163m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC184C163x : (0, 4.342696959981934) 0.02721575094644875\n",
      "FAOXC184C164m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC184C164x : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC185C164m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC18C18OHm : (0, 6.230741002626909) 0.02721575094644875\n",
      "FAOXC201C181x : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC204C184m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC205C184x : (0, 4.342696959981934) 0.02721575094644875\n",
      "FAOXC205C185m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC221C201x : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC225C204m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC225C204x : (0, 4.342696959981934) 0.02721575094644875\n",
      "FAOXC226C205m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXC22C20x : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC22C22DCHYr : (0, 0.1763227726404629) 0.02721575094644875\n",
      "FAOXC22OHC22r : (0, 0.1763227726404629) 0.02721575094644875\n",
      "FAOXC241C221x : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC24C22x : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC4C2m : (0, 2.9818526532897405) 0.02721575094644875\n",
      "FAOXC5C3x : (0, 2.9818526532897405) 0.02721575094644875\n",
      "FAOXC61C4m : (0, 4.334139178838237) 0.02721575094644875\n",
      "FAOXC61C4x : (0, 4.342696959981934) 0.02721575094644875\n",
      "FAOXC6C4m : (0, 4.334139178838237) 0.02721575094644875\n",
      "FAOXC6C4x : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC6DCC4DCx : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC7C5m : (0, 4.334139178838237) 0.02721575094644875\n",
      "FAOXC81C61m : (0, 4.334139178838237) 0.02721575094644875\n",
      "FAOXC81C61x : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC8C6m : (0, 4.334139178838237) 0.02721575094644875\n",
      "FAOXC8C6x : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC8DCC6DCx : (0, 4.2502036564992975) 0.02721575094644875\n",
      "FAOXC9C7m : (0, 4.334139178838237) 0.02721575094644875\n",
      "FAOXMC10OHMC10r : (0, 0.1763227726404629) 0.02721575094644875\n",
      "FAOXOHC16C16DCc : (0, 6.100977647724821) 0.02721575094644875\n",
      "FAOXOHC22C22DCc : (0, 6.100977647724821) 0.02721575094644875\n",
      "FAOXOHMC10DC10c : (0, 6.100977647724821) 0.02721575094644875\n",
      "FAOXTC122TC101m : (0, 4.334139178838237) 0.02721575094644875\n",
      "FAOXTC142TC122m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXTC162TC142m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FAOXTC182TC162m : (0, 5.7481928495894605) 0.02721575094644875\n",
      "FOAXC122C101x : (0, 4.342696959981934) 0.02721575094644875\n",
      "LGNCCOAtcx : (0, 0.0565835283663675) 0.02721575094644875\n",
      "NRVNCCOAtxc : (0, 0.0565835283663675) 0.02721575094644875\n",
      "34DHPHELAT1tc : (0, 7.775313975253812) 0.02721575094644875\n",
      "4OHPROIMINOtc : (0, 0.2141248053528473) 0.02721575094644875\n",
      "CBLtle : (0, 0.0) 0.02721575094644875\n",
      "CYSTALArBATtc : (0, 0.0) 0.02721575094644875\n",
      "CYSTLEUrBATtc : (0, 0.0) 0.02721575094644875\n",
      "PROIMINOtc : (0, 0.2141248053528473) 0.02721575094644875\n",
      "ALAB0AT3tc : (0, 0.0) 0.02721575094644875\n",
      "ARGB0AT3tc : (0, 0.0) 0.02721575094644875\n",
      "ASNB0AT3tc : (0, 0.0) 0.02721575094644875\n",
      "CYSB0AT3tc : (0, 0.0) 0.02721575094644875\n",
      "GLNB0AT3tc : (0, 0.0) 0.02721575094644875\n",
      "GLUB0AT3tc : (0, 0.0) 0.02721575094644875\n",
      "ILEB0AT3tc : (0, 0.0) 0.02721575094644875\n",
      "LEUB0AT3tc : (0, 0.0) 0.02721575094644875\n",
      "METB0AT3tc : (0, 0.0) 0.02721575094644875\n",
      "PHEB0AT3tc : (0, 0.0) 0.02721575094644875\n",
      "SERB0AT3tc : (0, 0.0) 0.02721575094644875\n",
      "TRPB0AT3tc : (0, 0.0) 0.02721575094644875\n",
      "TYRB0AT3tc : (0, 0.0) 0.02721575094644875\n",
      "VALB0AT3tc : (0, 0.0) 0.02721575094644875\n",
      "PTRCARGte : (0, 3.752748591407134) 0.02721575094644875\n",
      "ARGN1ASPMDte : (0, 3.403267722339301) 0.02721575094644875\n",
      "GLA2l : (0, 6.063287212206184) 0.02721575094644875\n",
      "HEXA1l : (0, 4.723558561472103) 0.02721575094644875\n",
      "HEXA2l : (0, 6.316326792057149) 0.02721575094644875\n",
      "HEXA3e : (0, 4.723558561472103) 0.02721575094644875\n",
      "NEU11l : (0, 0.8155754288625725) 0.02721575094644875\n",
      "CYOOm3i : (0, 0.0) 0.026255066377482743\n",
      "HMR_4832 : (-0.0, 0.0) 0.026255066377482743\n",
      "HMR_6409 : (-1.7311832415722, 1.7311832415722) 0.02584295516458083\n",
      "HMR_8437 : (-1.7311832415722, 1.7311832415722) 0.02584295516458083\n",
      "HMR_6926 : (-4.509695841933388, 4.509695841933388) 0.02584295516458083\n",
      "HMR_6927 : (-4.509695841933388, 4.509695841933388) 0.02584295516458083\n",
      "HMR_4735 : (-4.342696959981934, 4.342696959981934) 0.02584295516458083\n",
      "HMR_4652 : (-6.355262990220572, 6.355262990220572) 0.025842955468333387\n",
      "HMR_8743 : (-6.355262990220572, 6.355262990220572) 0.025842955468333467\n",
      "HMR_3454 : (-4.334139178838237, 4.334139178838237) 0.025842955468333467\n",
      "HMR_3455 : (-5.238404739325079, 5.238404739325079) 0.025842955468333467\n",
      "HMR_3468 : (-4.342696959981934, 4.342696959981934) 0.025842955468333467\n",
      "HMR_3469 : (-4.342696959981934, 4.342696959981934) 0.025842955468333467\n",
      "HMR_1298 : (-4.342696959981934, 4.342696959981934) 0.025842955468333467\n",
      "HMR_3355 : (-4.342696959981934, 4.342696959981934) 0.025842955468333467\n",
      "HMR_3375 : (-4.342696959981934, 4.342696959981934) 0.025842955468333467\n",
      "HMR_3323 : (-4.342696959981934, 4.342696959981934) 0.025842955468333467\n",
      "HMR_1219 : (-4.342696959981934, 4.342696959981934) 0.025842955468333467\n",
      "HMR_1220 : (-4.334139178838237, 4.334139178838237) 0.025842955468333467\n",
      "HMR_1221 : (-5.238404739325079, 5.238404739325079) 0.025842955468333467\n",
      "HMR_1651 : (-4.334139178838237, 4.334139178838237) 0.025842955468333467\n",
      "HMR_4433 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_4434 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_4435 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_4436 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_5516 : (-7.775313975253812, 7.775313975253812) 0.025842955468333467\n",
      "HMR_6060 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6061 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6062 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6063 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6064 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6065 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6066 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6067 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6068 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6069 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6070 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6071 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6072 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6073 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6074 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6075 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6076 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6077 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6078 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6079 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6080 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6081 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6082 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6083 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6084 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6085 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6086 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6087 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6088 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6089 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6090 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6091 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6092 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6093 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6094 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6095 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6097 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6099 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6100 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6102 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6108 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6109 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6110 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6111 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6112 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6113 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6114 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6115 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6116 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6117 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6118 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6119 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6120 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6121 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6122 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6214 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6215 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6216 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6217 : (-0.0426443374084937, 0.0426443374084937) 0.025842955468333467\n",
      "HMR_6474 : (-0.0285691521967709, 0.0285691521967709) 0.025842955468333467\n",
      "HMR_7643 : (-1.232660756790275, 1.232660756790275) 0.025842955468333467\n",
      "HMR_7644 : (-1.232660756790275, 1.232660756790275) 0.025842955468333467\n",
      "HMR_8733 : (-1.232660756790275, 1.232660756790275) 0.025842955468333467\n",
      "HMR_8734 : (-1.232660756790275, 1.232660756790275) 0.025842955468333467\n",
      "r0437 : (-4.388189537156084, 4.388189537156084) 0.025842955468333467\n",
      "PHPYRtm : (-4.340562269026414, 4.340562269026414) 0.025842955468333467\n",
      "growth with media AND gene expression constraints:  0.025842955164580825 g/gDW/hour = 38.69526505894939 hours\n"
     ]
    }
   ],
   "source": [
    "one_gene_constrained_reactions = {} #create dictionary to contain reaction bounds, according to code below\n",
    "                                    #this dictionary will be used by MEWpy to constrain model \n",
    "for r in one_gene_forward:\n",
    "    if r not in media.keys(): #do not overwrite media conditions\n",
    "        if r not in media_only_essential_reactions: #do not constrain essential reactions/genes, or growth will be blocked\n",
    "            if model.reactions.get_by_id(r).gene_reaction_rule not in media_only_essential_genes:\n",
    "                if model.reactions.get_by_id(r).gene_reaction_rule in gene_exp_dict.keys(): #check we have expression data\n",
    "                    if gene_exp_dict[model.reactions.get_by_id(r).gene_reaction_rule] != (0,0):\n",
    "                        model.reactions.get_by_id(r).bounds = (0,(gene_exp_dict[model.reactions.get_by_id(r).gene_reaction_rule])) #set upper bound equal to expression value\n",
    "                        solution = model.optimize() #optimise after constraint, using COBRApy\n",
    "                        if solution.fluxes['biomass_human'] <= growth_rate: #enforce experimental growth value as minimum gorwth rates constraints can reach\n",
    "                            print(r, ':', 'constrained bounds', model.reactions.get_by_id(r).bounds, solution.fluxes['biomass_human'])\n",
    "                            model.reactions.get_by_id(r).bounds = (0,1000) #if growth is constrained below experimental, then reopen reaction\n",
    "                            solution = model.optimize()\n",
    "                            print(r, ':', 're-opened bounds', model.reactions.get_by_id(r).bounds, solution.fluxes['biomass_human'])\n",
    "                            one_gene_constrained_reactions[r] = model.reactions.get_by_id(r).bounds #save reaction bounds to dictionary\n",
    "                        if solution.fluxes['biomass_human'] != 0:\n",
    "                            if solution.fluxes['biomass_human'] > growth_rate:\n",
    "                                print(r, ':', model.reactions.get_by_id(r).bounds, solution.fluxes['biomass_human'])\n",
    "                                one_gene_constrained_reactions[r] = model.reactions.get_by_id(r).bounds #use expression data as reaction bound, if it doesn't fall below experimental\n",
    "                            \n",
    "for r in one_gene_reversible: #run constraints code for reversible, one-gene reactions\n",
    "    if r not in media.keys():\n",
    "        if r not in media_only_essential_reactions: #change to new dict\n",
    "            if model.reactions.get_by_id(r).gene_reaction_rule not in media_only_essential_reactions:\n",
    "                if model.reactions.get_by_id(r).gene_reaction_rule in gene_exp_dict.keys(): \n",
    "                    if gene_exp_dict[model.reactions.get_by_id(r).gene_reaction_rule] != (0,0): \n",
    "                        #here, set lower bound as -1*expression value, and upper bound as positive expression value\n",
    "                        model.reactions.get_by_id(r).bounds = (-1*(gene_exp_dict[model.reactions.get_by_id(r).gene_reaction_rule]),(gene_exp_dict[model.reactions.get_by_id(r).gene_reaction_rule]))\n",
    "                        solution = model.optimize()\n",
    "                        if solution.fluxes['biomass_human'] <= growth_rate:\n",
    "                            print(r, ':', 'constrained bounds', model.reactions.get_by_id(r).bounds, solution.fluxes['biomass_human'])\n",
    "                            model.reactions.get_by_id(r).bounds = (-1000,1000)\n",
    "                            solution = model.optimize()\n",
    "                            print(r, ':', 're-opened bounds', model.reactions.get_by_id(r).bounds, solution.fluxes['biomass_human'])\n",
    "                            #update constraints dictionary with reversible reaction bounds\n",
    "                            one_gene_constrained_reactions[r] = model.reactions.get_by_id(r).bounds\n",
    "                        if solution.fluxes['biomass_human'] != 0:\n",
    "                            if solution.fluxes['biomass_human'] > growth_rate:\n",
    "                                print(r, ':', model.reactions.get_by_id(r).bounds, solution.fluxes['biomass_human'])\n",
    "                                one_gene_constrained_reactions[r] = model.reactions.get_by_id(r).bounds\n",
    "                            \n",
    "or_forward = []\n",
    "or_reversible = []\n",
    "for r in ORs:\n",
    "    if model.reactions.get_by_id(r).reversibility == True:\n",
    "        or_reversible.append(r)\n",
    "    else:\n",
    "        or_forward.append(r)\n",
    "print('number of reversible, OR reactions =', len(or_reversible))\n",
    "print('number of forward, OR reactions =', len(or_forward))\n",
    "\n",
    "for r in or_forward:\n",
    "    if r not in media.keys():\n",
    "        if r not in media_only_essential_reactions:\n",
    "            rule_list = [] #make list to append with terms in reaction rule\n",
    "            rule = model.reactions.get_by_id(r).gene_reaction_rule\n",
    "            rule_list.append(rule.split())\n",
    "            rule_genes = [] #append new list with only ensembl IDs from reaction rule\n",
    "            for n in rule_list:\n",
    "                for num in n:\n",
    "                    if 'ENS' in num:\n",
    "                        rule_genes.append(num)\n",
    "            #calculate sum of expressions\n",
    "            genes_in_dataset = []\n",
    "            for gene in rule_genes:\n",
    "                if gene in gene_exp_dict.keys():\n",
    "                    genes_in_dataset.append(gene)\n",
    "            exp_list = []        \n",
    "            for g in genes_in_dataset:\n",
    "                exp_list.append(gene_exp_dict[g])\n",
    "            sum_of_expressions = sum(exp_list)\n",
    "            #set bounds according to sum of expressions\n",
    "            model.reactions.get_by_id(r).bounds = (0,sum_of_expressions) #same as 'one-gene' method, where expression (sum) is upper bound\n",
    "            solution = model.optimize()\n",
    "            if solution.fluxes['biomass_human'] <= growth_rate:\n",
    "                print(r, ':', 'constrained bounds', model.reactions.get_by_id(r).bounds, solution.fluxes['biomass_human'])\n",
    "                model.reactions.get_by_id(r).bounds = (0,1000)\n",
    "                solution = model.optimize()\n",
    "                print(r, ':', 're-opened bounds', model.reactions.get_by_id(r).bounds, solution.fluxes['biomass_human'])\n",
    "                one_gene_constrained_reactions[r] = model.reactions.get_by_id(r).bounds\n",
    "            if solution.fluxes['biomass_human'] != 0:\n",
    "                if solution.fluxes['biomass_human'] > growth_rate:\n",
    "                    print(r, ':', model.reactions.get_by_id(r).bounds, solution.fluxes['biomass_human'])\n",
    "                    one_gene_constrained_reactions[r] = model.reactions.get_by_id(r).bounds\n",
    "                \n",
    "for r in or_reversible:\n",
    "    if r not in media.keys():\n",
    "        if r not in media_only_essential_reactions:\n",
    "            #find ensembl ids in gene-reaction rules\n",
    "            rule_list = []\n",
    "            rule = model.reactions.get_by_id(r).gene_reaction_rule\n",
    "            rule_list.append(rule.split())\n",
    "            rule_genes = []\n",
    "            for n in rule_list:\n",
    "                for num in n:\n",
    "                    if 'ENS' in num:\n",
    "                        rule_genes.append(num)\n",
    "            #calculate sum of expressions\n",
    "            genes_in_dataset = []\n",
    "            for gene in rule_genes:\n",
    "                if gene in gene_exp_dict.keys():\n",
    "                    genes_in_dataset.append(gene)\n",
    "            exp_list = []        \n",
    "            for g in genes_in_dataset:\n",
    "                exp_list.append(gene_exp_dict[g])\n",
    "            sum_of_expressions = sum(exp_list)\n",
    "            #set bounds according to sum of expressions; same as before, use negative and positive expression (sum) as bounds\n",
    "            model.reactions.get_by_id(r).bounds = (-1*sum_of_expressions,sum_of_expressions)\n",
    "            solution = model.optimize()\n",
    "            if solution.fluxes['biomass_human'] <= growth_rate:\n",
    "                print(r, ':', 'constrained bounds', model.reactions.get_by_id(r).bounds, solution.fluxes['biomass_human'])\n",
    "                model.reactions.get_by_id(r).bounds = (-1000,1000)\n",
    "                solution = model.optimize()\n",
    "                print(r, ':', 're-opened bounds', model.reactions.get_by_id(r).bounds, solution.fluxes['biomass_human'])\n",
    "                one_gene_constrained_reactions[r] = model.reactions.get_by_id(r).bounds\n",
    "            if solution.fluxes['biomass_human'] != 0:\n",
    "                if solution.fluxes['biomass_human'] > growth_rate:\n",
    "                    print(r, ':', model.reactions.get_by_id(r).bounds, solution.fluxes['biomass_human'])\n",
    "                    one_gene_constrained_reactions[r] = model.reactions.get_by_id(r).bounds\n",
    "                \n",
    "and_forward = []\n",
    "and_reversible = []\n",
    "for r in ANDs:\n",
    "    if model.reactions.get_by_id(r).reversibility == True:\n",
    "        and_reversible.append(r)\n",
    "    else:\n",
    "        and_forward.append(r)\n",
    "print('number of reversible, AND reactions =', len(and_reversible))\n",
    "print('number of forward, AND reactions =', len(and_forward))\n",
    "\n",
    "for r in and_forward:\n",
    "    if r not in media.keys():\n",
    "        if r not in media_only_essential_reactions:\n",
    "            #find ensembl IDs in reaction rules, as performed for 'or' rules\n",
    "            rule_list = []\n",
    "            rule = model.reactions.get_by_id(r).gene_reaction_rule\n",
    "            rule_list.append(rule.split())\n",
    "            rule_genes = []\n",
    "            for n in rule_list:\n",
    "                for num in n:\n",
    "                    if 'ENS' in num:\n",
    "                        rule_genes.append(num)\n",
    "            #generate list of expressions\n",
    "            genes_in_dataset = []\n",
    "            for gene in rule_genes:\n",
    "                if gene in gene_exp_dict.keys():\n",
    "                    genes_in_dataset.append(gene)\n",
    "            exp_list = []        \n",
    "            for g in genes_in_dataset:\n",
    "                exp_list.append(gene_exp_dict[g])\n",
    "            if len(exp_list) > 1:\n",
    "                exp_list.sort()\n",
    "                min_expression = exp_list[0]\n",
    "            if len(exp_list) == 1:\n",
    "                min_expression = exp_list[0] #set variable for minimum, rate-limiting subunit expression\n",
    "            #use minimum expression as upper bound for forward reactions\n",
    "            model.reactions.get_by_id(r).bounds = (0,min_expression)\n",
    "            solution = model.optimize()\n",
    "            if solution.fluxes['biomass_human'] <= growth_rate:\n",
    "                print(r, ':', 'constrained bounds', model.reactions.get_by_id(r).bounds, solution.fluxes['biomass_human'])\n",
    "                model.reactions.get_by_id(r).bounds = (0,1000)\n",
    "                solution = model.optimize()\n",
    "                print(r, ':', 're-opened bounds', model.reactions.get_by_id(r).bounds, solution.fluxes['biomass_human'])\n",
    "                one_gene_constrained_reactions[r] = model.reactions.get_by_id(r).bounds\n",
    "            if solution.fluxes['biomass_human'] != 0:\n",
    "                if solution.fluxes['biomass_human'] > growth_rate:\n",
    "                    print(r, ':', model.reactions.get_by_id(r).bounds, solution.fluxes['biomass_human'])\n",
    "                    one_gene_constrained_reactions[r] = model.reactions.get_by_id(r).bounds\n",
    "for r in and_reversible:\n",
    "    if r not in media.keys():\n",
    "        if r not in media_only_essential_reactions:\n",
    "            rule_list = []\n",
    "            rule = model.reactions.get_by_id(r).gene_reaction_rule\n",
    "            rule_list.append(rule.split())\n",
    "            rule_genes = []\n",
    "            for n in rule_list:\n",
    "                for num in n:\n",
    "                    if 'ENS' in num:\n",
    "                        rule_genes.append(num)\n",
    "            #generate list of expressions\n",
    "            genes_in_dataset = []\n",
    "            for gene in rule_genes:\n",
    "                if gene in gene_exp_dict.keys():\n",
    "                    genes_in_dataset.append(gene)\n",
    "            exp_list = []        \n",
    "            for g in genes_in_dataset:\n",
    "                exp_list.append(gene_exp_dict[g])\n",
    "            if len(exp_list) > 1:\n",
    "                exp_list.sort()\n",
    "                min_expression = exp_list[0]\n",
    "            if len(exp_list) == 1:\n",
    "                min_expression = exp_list[0]\n",
    "            #set bounds according to minimum expression; use negative and positive expression (minimum) as bounds\n",
    "            model.reactions.get_by_id(r).bounds = ((-1*min_expression),min_expression)\n",
    "            solution = model.optimize()\n",
    "            if solution.fluxes['biomass_human'] <= growth_rate:\n",
    "                print(r, ':', 'constrained bounds', model.reactions.get_by_id(r).bounds, solution.fluxes['biomass_human'])\n",
    "                model.reactions.get_by_id(r).bounds = (-1000,1000)\n",
    "                solution = model.optimize()\n",
    "                print(r, ':', 're-opened bounds', model.reactions.get_by_id(r).bounds, solution.fluxes['biomass_human'])\n",
    "                one_gene_constrained_reactions[r] = model.reactions.get_by_id(r).bounds\n",
    "            if solution.fluxes['biomass_human'] != 0:\n",
    "                if solution.fluxes['biomass_human'] > growth_rate:\n",
    "                    print(r, ':', model.reactions.get_by_id(r).bounds, solution.fluxes['biomass_human'])\n",
    "                    one_gene_constrained_reactions[r] = model.reactions.get_by_id(r).bounds\n",
    "                \n",
    "all_and_simulation = get_simulator(model, envcond = media, constraints = one_gene_constrained_reactions)\n",
    "all_and_result = all_and_simulation.simulate()\n",
    "print('growth with media AND gene expression constraints: ', all_and_result.find(['biomass_human']).iloc[0,0],\n",
    "      'g/gDW/hour','=',(1/all_and_result.find(['biomass_human']).iloc[0,0]),'hours')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "525b4dc8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Stored 'caov3_260923' (DataFrame)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "UsageError: Unknown variable '#set'\n"
     ]
    }
   ],
   "source": [
    "caov3_260923 = all_and_result.dataframe #set per cell line\n",
    "%store caov3_260923 #set per cell line"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "be83ceca",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Stored 'caov3_260923_model' (Model)\n"
     ]
    }
   ],
   "source": [
    "caov3_260923_model = model\n",
    "%store caov3_260923_model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "17034507",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Set parameter Username\n",
      "Academic license - for non-commercial use only - expires 2024-03-24\n",
      "Read LP format model from file /var/folders/5c/xx9bql4j4s9c930jy0hsxb1rnlqn5f/T/tmp6a1yv_nv.lp\n",
      "Reading time = 0.11 seconds\n",
      ": 8400 rows, 26192 columns, 111634 nonzeros\n",
      "Set parameter Username\n",
      "Academic license - for non-commercial use only - expires 2024-03-24\n",
      "Read LP format model from file /var/folders/5c/xx9bql4j4s9c930jy0hsxb1rnlqn5f/T/tmpu47u6lck.lp\n",
      "Reading time = 0.28 seconds\n",
      ": 8400 rows, 26192 columns, 111634 nonzeros\n",
      "Set parameter Username\n",
      "Academic license - for non-commercial use only - expires 2024-03-24\n",
      "Read LP format model from file /var/folders/5c/xx9bql4j4s9c930jy0hsxb1rnlqn5f/T/tmpfuzyq3mt.lp\n",
      "Reading time = 0.35 seconds\n",
      ": 8400 rows, 26192 columns, 111634 nonzeros\n"
     ]
    }
   ],
   "source": [
    "from cobra.flux_analysis import (\n",
    "    single_gene_deletion, single_reaction_deletion, double_gene_deletion,\n",
    "    double_reaction_deletion)\n",
    "\n",
    "caov3_deletion_results = single_gene_deletion(model)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "b5f50b2f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Stored 'caov3_deletion_results' (DataFrame)\n"
     ]
    }
   ],
   "source": [
    "%store caov3_deletion_results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3c8b98ce",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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