ov56_no_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: 50\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 new_DMEM_F12 #set per cell line\n",
    "media = new_DMEM_F12\n",
    "indexes = list(range(0, 64))\n",
    "for n in range(len((t_2020_4.index).to_list())):\n",
    "    if 'OV56' == ((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>0.120221</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "               Flux rate\n",
       "Reaction ID             \n",
       "biomass_human   0.120221"
      ]
     },
     "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": 11,
   "id": "c6780450",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "8.318014323620666"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "1/0.120221"
   ]
  },
  {
   "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:  0.12022119478286838 g/gDW/hour = 8.318000846740052 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": [
       "0.12022119478286838"
      ]
     },
     "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": "0db3cefe",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "11.82857142857143"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "1/0.08454106280193237"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "617376cb",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "HMR_3907 : (0, 7.614194503855795) 0.12022119478286838\n",
      "HMR_4097 : (0, 5.669026765509631) 0.12022119478286838\n",
      "HMR_4108 : (0, 5.669026765509631) 0.12022119478286838\n",
      "HMR_4133 : (0, 5.669026765509631) 0.12022119478286838\n",
      "HMR_4360 : (0, 2.361768359419153) 0.12022119478286838\n",
      "HMR_4372 : (0, 4.409390936137702) 0.12022119478286838\n",
      "HMR_7747 : (0, 4.951867504326902) 0.12022119478286838\n",
      "HMR_8360 : (0, 4.274261661257048) 0.12022119478286838\n",
      "HMR_8757 : (0, 2.114367024952) 0.12022119478286838\n",
      "HMR_5397 : (0, 5.4379600883344725) 0.12022119478286838\n",
      "HMR_5399 : (0, 2.250961573533219) 0.12022119478286838\n",
      "HMR_5400 : (0, 2.250961573533219) 0.12022119478286838\n",
      "HMR_8592 : (0, 5.426264754702098) 0.12022119478286838\n",
      "HMR_8589 : (0, 5.426264754702098) 0.12022119478286838\n",
      "HMR_8583 : (0, 0.1505596765753814) 0.12022119478286838\n",
      "HMR_8584 : (0, 0.0) 0.12022119478286838\n",
      "HMR_8585 : (0, 2.4356285940520905) 0.12022119478286838\n",
      "HMR_3944 : (0, 5.705425039042727) 0.12022119478286838\n",
      "HMR_4132 : (0, 3.991861930556323) 0.12022119478286837\n",
      "HMR_8761 : (0, 1.0426443374084935) 0.12022119478286837\n",
      "HMR_8764 : (0, 0.0285691521967709) 0.12022119478286837\n",
      "HMR_8767 : (0, 3.991861930556323) 0.12022119478286837\n",
      "HMR_4310 : (0, 1.0426443374084935) 0.12022119478286837\n",
      "HMR_4399 : (0, 3.349082146391089) 0.12022119478286837\n",
      "HMR_4400 : (0, 6.377644358399907) 0.12022119478286837\n",
      "HMR_8768 : (0, 6.377644358399907) 0.12022119478286837\n",
      "HMR_4590 : (0, 5.2712762591759255) 0.12022119478286837\n",
      "HMR_4593 : (0, 4.263785613890803) 0.12022119478286837\n",
      "HMR_4594 : (0, 0.7570232465074596) 0.12022119478286837\n",
      "HMR_8726 : (0, 3.1292830169449664) 0.12022119478286837\n",
      "HMR_8727 : (0, 5.2471680003747725) 0.12022119478286837\n",
      "HMR_8729 : (0, 5.8735671516217485) 0.12022119478286837\n",
      "HMR_4093 : (0, 0.0426443374084937) 0.12022119478286837\n",
      "HMR_4095 : (0, 0.0426443374084937) 0.12022119478286837\n",
      "HMR_4101 : (0, 0.2265085298086797) 0.12022119478286837\n",
      "HMR_4103 : (0, 4.548436624696042) 0.12022119478286837\n",
      "HMR_4143 : (0, 4.2645364309990255) 0.12022119478286838\n",
      "HMR_8498 : (0, 2.114367024952) 0.1202211947828684\n",
      "HMR_8499 : (0, 2.114367024952) 0.1202211947828684\n",
      "HMR_8501 : (0, 6.371210343455566) 0.1202211947828684\n",
      "HMR_8516 : (0, 3.2047667506546134) 0.1202211947828684\n",
      "HMR_4105 : (0, 0.8073549220576041) 0.1202211947828684\n",
      "HMR_4106 : (0, 0.8073549220576041) 0.1202211947828684\n",
      "HMR_4107 : (0, 0.8073549220576041) 0.1202211947828684\n",
      "HMR_4282 : (0, 2.503348735167504) 0.1202211947828684\n",
      "HMR_4741 : (0, 3.017921907997262) 0.1202211947828684\n",
      "HMR_0718 : (0, 2.488000770834068) 0.1202211947828684\n",
      "HMR_0719 : (0, 6.899054756194414) 0.1202211947828684\n",
      "HMR_1436 : (0, 4.06177619758669) 0.1202211947828684\n",
      "HMR_4604 : (0, 6.349436051713823) 0.1202211947828684\n",
      "HMR_4304 : (0, 5.5855634984556914) 0.1202211947828684\n",
      "HMR_4473 : (0, 5.760220946466509) 0.1202211947828684\n",
      "HMR_4474 : (0, 5.760220946466509) 0.1202211947828684\n",
      "HMR_4168 : (0, 4.655351828612554) 0.1202211947828684\n",
      "HMR_4406 : (0, 5.0192571186810815) 0.11133955941284596\n",
      "HMR_4518 : (0, 5.484138131201669) 0.11133955941284443\n",
      "HMR_4519 : (0, 2.232660756790275) 0.11133955941284443\n",
      "HMR_4520 : (0, 2.232660756790275) 0.11133955941284443\n",
      "HMR_4600 : (0, 6.394376944957055) 0.11133955941284443\n",
      "HMR_4646 : (0, 2.232660756790275) 0.11133955941284443\n",
      "HMR_4648 : (0, 2.232660756790275) 0.11133955941284443\n",
      "HMR_4649 : (0, 2.232660756790275) 0.11133955941284443\n",
      "HMR_4650 : (0, 2.232660756790275) 0.11133955941284443\n",
      "HMR_4664 : (0, 5.637784110291324) 0.11133955941284443\n",
      "HMR_4799 : (0, 5.903038270112912) 0.11133955941284443\n",
      "HMR_4802 : (0, 5.903038270112912) 0.11133955941284443\n",
      "HMR_4808 : (0, 4.181897643108388) 0.0927736919043055\n",
      "HMR_4810 : (0, 6.363696744838992) 0.09277369190423058\n",
      "HMR_6601 : (0, 0.01435529297707) 0.09277369190423058\n",
      "HMR_8755 : (0, 2.232660756790275) 0.09277369190423058\n",
      "HMR_4211 : (0, 4.655351828612554) 0.09277369190423058\n",
      "HMR_4343 : (0, 2.636914580355878) 0.09277369190423058\n",
      "HMR_4470 : (0, 2.883620816285671) 0.09277369190423058\n",
      "HMR_4471 : (0, 2.883620816285671) 0.09277369190423058\n",
      "HMR_4472 : (0, 2.883620816285671) 0.09277369190423058\n",
      "HMR_4513 : (0, 4.0) 0.09277369190423058\n",
      "HMR_4736 : (0, 0.2387868595871164) 0.09277369190423058\n",
      "HMR_4819 : (0, 0.411426245726465) 0.09277369190423058\n",
      "HMR_6623 : (0, 4.891905188211931) 0.09277369190423058\n",
      "HMR_6624 : (0, 3.1060132376221192) 0.09277369190423058\n",
      "HMR_3965 : (0, 6.107060110203349) 0.09277369190423058\n",
      "HMR_3966 : (0, 4.655351828612554) 0.09277369190423058\n",
      "HMR_4054 : (0, 4.891905188211931) 0.09277369190423058\n",
      "HMR_4483 : (0, 3.1060132376221192) 0.09277369190423058\n",
      "HMR_4507 : (0, 5.904724928390404) 0.09277369190423058\n",
      "HMR_4516 : (0, 4.995936703504587) 0.09277369190423058\n",
      "HMR_4601 : (0, 6.394376944957055) 0.09277369190423058\n",
      "HMR_4633 : (0, 3.2839217723076177) 0.09277369190423058\n",
      "HMR_4641 : (0, 4.891905188211931) 0.09277369190423058\n",
      "HMR_4806 : (0, 5.903038270112912) 0.09277369190423058\n",
      "HMR_6625 : (0, 3.1060132376221192) 0.09277369190423058\n",
      "HMR_7879 : (0, 4.655351828612554) 0.09277369190423058\n",
      "HMR_7880 : (0, 4.528571318870758) 0.09277369190423058\n",
      "HMR_8446 : (0, 0.722466024471091) 0.09277369190423058\n",
      "HMR_8473 : (0, 3.2839217723076177) 0.09277369190423058\n",
      "HMR_8480 : (0, 0.722466024471091) 0.09277369190423058\n",
      "HMR_8483 : (0, 6.107060110203349) 0.09277369190423058\n",
      "HMR_8488 : (0, 4.655351828612554) 0.09277369190423058\n",
      "HMR_8489 : (0, 4.655351828612554) 0.09277369190423058\n",
      "HMR_8493 : (0, 2.7484612330040354) 0.09277369190423058\n",
      "HMR_8494 : (0, 2.7484612330040354) 0.09277369190423058\n",
      "HMR_8495 : (0, 2.7484612330040354) 0.09277369190423058\n",
      "HMR_3811 : (0, 5.015247773698937) 0.09277369190423058\n",
      "HMR_3822 : (0, 1.1890338243900171) 0.09277369190423058\n",
      "HMR_3831 : (0, 5.838447592548459) 0.09277369190423058\n",
      "HMR_3865 : (0, 6.058532970201611) 0.09277369190423058\n",
      "HMR_3870 : (0, 5.6653359171851765) 0.09277369190423058\n",
      "HMR_3873 : (0, 0.5849625007211562) 0.09277369190423058\n",
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      "HMR_5782 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5786 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5787 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5788 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5789 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5791 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5792 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5794 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5795 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5796 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5797 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5798 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5799 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5800 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5801 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5802 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5803 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5804 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5805 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5806 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5807 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5808 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5809 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5810 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5811 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5812 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5813 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5814 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5815 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5816 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5817 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5818 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5819 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5820 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5821 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5822 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5823 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5824 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5825 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5826 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5827 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5828 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5829 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5830 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5831 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5832 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5833 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5834 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5835 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5836 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5837 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5838 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5839 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5840 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5841 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5843 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5844 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5845 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5846 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5847 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5848 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5849 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5850 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5851 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5852 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5853 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5854 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5855 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5856 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5857 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5858 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5859 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5860 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5861 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5862 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5863 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5864 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5865 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5866 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5867 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5868 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5869 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5870 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5871 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5872 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5874 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5875 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5876 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5877 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5878 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5879 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5880 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5881 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5882 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5883 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5884 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5885 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5886 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5887 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5888 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5889 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5890 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5891 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5892 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5893 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5894 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5895 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5896 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5897 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5898 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5899 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5900 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5901 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5902 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5903 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5904 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5905 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5906 : (0, 3.753818443173543) 0.05968943569361972\n",
      "HMR_5992 : (0, 3.130930869826449) 0.05968943569361972\n",
      "HMR_5995 : (0, 0.0) 0.05968943569361972\n",
      "HMR_5997 : (0, 0.0) 0.05968943569361972\n",
      "HMR_6057 : (0, 0.070389327891398) 0.05968943569361972\n",
      "HMR_6244 : (0, 0.0565835283663675) 0.05968943569361972\n",
      "HMR_6248 : (0, 3.18269229751619) 0.05968943569361972\n",
      "HMR_6266 : (0, 0.9411063109464316) 0.05968943569361972\n",
      "HMR_6355 : (0, 0.1110313123887439) 0.05968943569361972\n",
      "HMR_6356 : (0, 0.1110313123887439) 0.05968943569361972\n",
      "HMR_6357 : (0, 0.1110313123887439) 0.05968943569361972\n",
      "HMR_6358 : (0, 0.1110313123887439) 0.05968943569361972\n",
      "HMR_6359 : (0, 0.1110313123887439) 0.05968943569361972\n",
      "HMR_6360 : (0, 0.1110313123887439) 0.05968943569361972\n",
      "HMR_6361 : (0, 0.1110313123887439) 0.05968943569361972\n",
      "HMR_6362 : (0, 0.1110313123887439) 0.05968943569361972\n",
      "HMR_6363 : (0, 0.1110313123887439) 0.05968943569361972\n",
      "HMR_6364 : (0, 0.1110313123887439) 0.05968943569361972\n",
      "HMR_6365 : (0, 0.1110313123887439) 0.05968943569361972\n",
      "HMR_6370 : (0, 5.30560578958543) 0.05968943569361972\n",
      "HMR_6392 : (0, 4.135863165368679) 0.05968943569361972\n",
      "HMR_6524 : (0, 0.01435529297707) 0.05968943569361972\n",
      "HMR_6529 : (0, 0.5655971758542251) 0.05968943569361972\n",
      "HMR_6530 : (0, 5.012568673503056) 0.05968943569361972\n",
      "HMR_6531 : (0, 5.012568673503056) 0.05968943569361972\n",
      "HMR_6533 : (0, 5.012568673503056) 0.05968943569361972\n",
      "HMR_6989 : (0, 0.01435529297707) 0.05968943569361972\n",
      "HMR_7499 : (0, 3.203201156316611) 0.05968943569361972\n",
      "HMR_7645 : (0, 1.2570106182060237) 0.05968943569361972\n",
      "HMR_7650 : (0, 4.75702324650746) 0.05968943569361972\n",
      "HMR_7666 : (0, 5.761019265240484) 0.05968943569361972\n",
      "HMR_7681 : (0, 0.01435529297707) 0.05968943569361972\n",
      "HMR_7687 : (0, 3.196921733820329) 0.05968943569361972\n",
      "HMR_7700 : (0, 0.0) 0.05968943569361972\n",
      "HMR_7734 : (0, 0.0) 0.05968943569361972\n",
      "HMR_7736 : (0, 0.0) 0.05968943569361972\n",
      "HMR_7737 : (0, 0.0) 0.05968943569361972\n",
      "HMR_7738 : (0, 0.0) 0.05968943569361972\n",
      "HMR_7739 : (0, 0.0) 0.05968943569361972\n",
      "HMR_7904 : (0, 0.0) 0.05968943569361972\n",
      "HMR_7964 : (0, 6.07873790918186) 0.05968943569361972\n",
      "HMR_7967 : (0, 4.135863165368679) 0.05968943569361972\n",
      "HMR_7982 : (0, 4.135863165368679) 0.05968943569361972\n",
      "HMR_7986 : (0, 4.135863165368679) 0.05968943569361972\n",
      "HMR_7990 : (0, 4.135863165368679) 0.05968943569361972\n",
      "HMR_8354 : (0, 1.2570106182060237) 0.05968943569361972\n",
      "HMR_8429 : (0, 5.511910748670928) 0.05968943569361972\n",
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      "HMR_8629 : (0, 0.2750070474998698) 0.05968943569361972\n",
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      "HMR_8633 : (0, 4.135863165368679) 0.05968943569361972\n",
      "HMR_8635 : (0, 0.0) 0.05968943569361972\n",
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      "HMR_8671 : (0, 0.5655971758542251) 0.05968943569361972\n",
      "HMR_8730 : (0, 0.6135316529179271) 0.05968943569361972\n",
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      "HMR_8736 : (0, 5.012568673503056) 0.05968943569361972\n",
      "HMR_8850 : (0, 4.135863165368679) 0.05968943569361972\n",
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      "HMR_8872 : (0, 0.0565835283663675) 0.05968943569361972\n",
      "HMR_8876 : (0, 0.0565835283663675) 0.05968943569361972\n",
      "HMR_8877 : (0, 0.0285691521967709) 0.05968943569361972\n",
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      "HMR_8889 : (0, 0.4854268271702416) 0.059689435693614706\n",
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      "HMR_9606 : (0, 0.1890338243900171) 0.059689435693614706\n",
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      "HMR_5043 : (0, 9.343430031102256) 0.05968943569362074\n",
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      "HMR_6287 : (0, 5.6108771994719495) 0.05968943569361937\n",
      "HMR_6288 : (0, 5.6108771994719495) 0.05968943569361937\n",
      "HMR_6289 : (0, 5.6108771994719495) 0.05968943569361937\n",
      "HMR_6290 : (0, 5.6108771994719495) 0.05968943569361937\n",
      "HMR_6291 : (0, 5.6108771994719495) 0.05968943569361937\n",
      "HMR_6292 : (0, 5.6108771994719495) 0.05968943569361937\n",
      "HMR_6293 : (0, 5.6108771994719495) 0.05968943569361937\n",
      "HMR_6294 : (0, 5.6108771994719495) 0.05968943569361937\n",
      "HMR_6295 : (0, 5.6108771994719495) 0.05968943569361937\n",
      "HMR_6296 : (0, 5.6108771994719495) 0.05968943569361937\n",
      "HMR_6299 : (0, 0.01435529297707) 0.05968943569361937\n",
      "HMR_6300 : (0, 0.01435529297707) 0.05968943569361937\n",
      "HMR_6303 : (0, 0.01435529297707) 0.05968943569361937\n",
      "HMR_6304 : (0, 0.01435529297707) 0.05968943569361937\n",
      "HMR_6305 : (0, 0.01435529297707) 0.05968943569361937\n",
      "HMR_6306 : (0, 0.01435529297707) 0.05968943569361408\n",
      "HMR_6309 : (0, 0.01435529297707) 0.05968943569361408\n",
      "HMR_6310 : (0, 0.01435529297707) 0.05968943569361408\n",
      "HMR_6311 : (0, 0.01435529297707) 0.05968943569361408\n",
      "HMR_6312 : (0, 0.01435529297707) 0.05968943569361408\n",
      "HMR_6315 : (0, 0.01435529297707) 0.05968943569361408\n",
      "HMR_6316 : (0, 0.01435529297707) 0.05968943569361408\n",
      "HMR_6325 : (0, 0.01435529297707) 0.05968943569361408\n",
      "HMR_6326 : (0, 0.01435529297707) 0.05968943569361408\n",
      "HMR_6330 : (0, 3.2433644256936605) 0.05968943569361408\n",
      "HMR_6331 : (0, 3.2433644256936605) 0.05968943569361408\n",
      "HMR_6332 : (0, 3.1076878693143737) 0.05968943569361408\n",
      "HMR_6333 : (0, 3.1076878693143737) 0.05968943569361408\n",
      "HMR_6334 : (0, 3.1076878693143737) 0.05968943569361408\n",
      "HMR_6335 : (0, 3.1076878693143737) 0.05968943569362099\n",
      "HMR_6336 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_6337 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_6338 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_6339 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_6340 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_6341 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_6342 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_6343 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_6389 : (0, 2.689299160535892) 0.059689435693618245\n",
      "HMR_7757 : (0, 8.04690571867125) 0.059689435693618245\n",
      "HMR_7758 : (0, 8.04690571867125) 0.059689435693618245\n",
      "HMR_7760 : (0, 1.070389327891398) 0.059689435693618245\n",
      "HMR_7815 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7816 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7825 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7826 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7827 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7828 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7829 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7830 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7831 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7832 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7833 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7834 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7835 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7836 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7837 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7838 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7839 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7840 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7841 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7842 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7843 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7844 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7845 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7846 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7847 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7848 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7849 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7850 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7851 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7852 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7853 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_7854 : (0, 3.1076878693143737) 0.059689435693618245\n",
      "HMR_8089 : (0, 1.7004397181410922) 0.059689435693618245\n",
      "HMR_8365 : (0, 5.761019265240484) 0.059689435693618245\n",
      "HMR_0713 : (0, 8.373387208160592) 0.059689435693618245\n",
      "HMR_3020 : (0, 1.726831217032493) 0.059689435693618245\n",
      "HMR_3023 : (0, 1.726831217032493) 0.059689435693618245\n",
      "HMR_3473 : (0, 3.9439213265534856) 0.059689435693618245\n",
      "HMR_7646 : (0, 1.2570106182060237) 0.059689435693618245\n",
      "HMR_5047 : (0, 3.1076878693143737) 0.059689435693615074\n",
      "HMR_5048 : (0, 1.2570106182060237) 0.05968943569362218\n",
      "HMR_5049 : (0, 1.2570106182060237) 0.05968943569362218\n",
      "HMR_5050 : (0, 1.2570106182060237) 0.05968943569362218\n",
      "HMR_5051 : (0, 1.2570106182060237) 0.05968943569362218\n",
      "HMR_5052 : (0, 1.2570106182060237) 0.05968943569362218\n",
      "HMR_5053 : (0, 1.2570106182060237) 0.05968943569362218\n",
      "HMR_5054 : (0, 1.2570106182060237) 0.05968943569362218\n",
      "HMR_5055 : (0, 1.2570106182060237) 0.05968943569362218\n",
      "HMR_5056 : (0, 1.2570106182060237) 0.05968943569362218\n",
      "HMR_5057 : (0, 1.2570106182060237) 0.05968943569362218\n",
      "HMR_5058 : (0, 1.2570106182060237) 0.05968943569362218\n",
      "HMR_5059 : (0, 1.2570106182060237) 0.05968943569362218\n",
      "HMR_5060 : (0, 1.2570106182060237) 0.05968943569362218\n",
      "HMR_5061 : (0, 1.2570106182060237) 0.05968943569362218\n",
      "HMR_5063 : (0, 1.2570106182060237) 0.05968943569362218\n",
      "HMR_5064 : (0, 1.2570106182060237) 0.05968943569362218\n",
      "HMR_5065 : (0, 1.2570106182060237) 0.05968943569362218\n",
      "HMR_5066 : (0, 1.2570106182060237) 0.05968943569362218\n",
      "HMR_5067 : (0, 1.2570106182060237) 0.05968943569361445\n",
      "HMR_9793 : (0, 3.582556003014061) 0.05968943569361445\n",
      "HMR_0731 : (0, 4.327687364176047) 0.05968943569361445\n",
      "HMR_8661 : (0, 2.6530600171045644) 0.05968943569361445\n",
      "HMR_0768 : (0, 4.327687364176047) 0.05968943569361445\n",
      "HMR_6385 : (0, 5.465974464504069) 0.05968943569361445\n",
      "HMR_6386 : (0, 3.907852071845964) 0.05968943569361445\n",
      "3HPCOAHYD : (0, 3.017921907997262) 0.05968943569361445\n",
      "A_MANASE : (0, 6.0785244453890765) 0.05968943569361445\n",
      "ACHVESSEC : (0, 0.01435529297707) 0.05968943569361445\n",
      "ACOX22x : (0, 0.2868811477881615) 0.05968943569361445\n",
      "ADPRDPm : (0, 4.612942196304665) 0.05968943569361445\n",
      "ALDD21 : (0, 4.078097423026661) 0.05968943569361445\n",
      "AMACR2p : (0, 2.797012977836145) 0.05968943569361445\n",
      "AMACR2r : (0, 2.797012977836145) 0.05968943569361445\n",
      "AMACRr : (0, 2.797012977836145) 0.05968943569361445\n",
      "B3GNT312g : (0, 0.1890338243900171) 0.05968943569361445\n",
      "B3GNT314g : (0, 0.1890338243900171) 0.05968943569361445\n",
      "BAAT1x : (0, 0.2141248053528473) 0.05968943569361445\n",
      "BAAT3x : (0, 0.2141248053528473) 0.05968943569361445\n",
      "BAAT4x : (0, 0.2141248053528473) 0.05968943569361445\n",
      "BACCLm : (0, 2.1009776477248208) 0.05968943569361445\n",
      "BALAVECSEC : (0, 0.0) 0.05968943569361445\n",
      "BTNDm : (0, 4.405311682597445) 0.05968943569361445\n",
      "BTNPLm : (0, 2.1009776477248208) 0.05968943569361445\n",
      "BTNt4i : (0, 0.6959938131099002) 0.05968943569361445\n",
      "BUP2 : (0, 0.411426245726465) 0.05968943569361445\n",
      "C14STRr : (0, 2.899175630480513) 0.05968943569361445\n",
      "C3STKR2r : (0, 6.188638294561388) 0.05968943569361445\n",
      "C4STMO1r : (0, 7.55581615506164) 0.05968943569361445\n",
      "CLOHtex2 : (0, 5.012568673503056) 0.05968943569361445\n",
      "CRNtHa : (0, 0.6507645591169022) 0.05968943569361445\n",
      "DESAT16_2 : (0, 7.611688800764214) 0.05968943569361445\n",
      "DESAT18_10 : (0, 6.602142090697982) 0.05968943569361445\n",
      "DESAT18_3 : (0, 7.611688800764214) 0.05968943569361445\n",
      "DESAT18_4 : (0, 7.611688800764214) 0.05968943569361445\n",
      "DESAT18_5 : (0, 7.611688800764214) 0.05968943569361445\n",
      "DESAT18_6 : (0, 6.602142090697982) 0.05968943569361445\n",
      "DESAT18_7 : (0, 6.602142090697982) 0.05968943569361445\n",
      "DESAT18_8 : (0, 6.602142090697982) 0.05968943569361445\n",
      "DESAT20_1 : (0, 5.326609251005271) 0.05968943569361445\n",
      "DESAT20_2 : (0, 5.326609251005271) 0.05968943569361445\n",
      "DMATTx : (0, 7.953090596217388) 0.05968943569361445\n",
      "DPROOp : (0, 0.0285691521967709) 0.05968943569361445\n",
      "ENGASE : (0, 4.559491813205038) 0.05968943569361445\n",
      "ENGASE2 : (0, 4.559491813205038) 0.05968943569361445\n",
      "ETFQO : (0, 3.803227036434928) 0.05968943569360733\n",
      "FACOAL191 : (0, 0.3673710656485294) 0.059689435693602466\n",
      "FACOAL40im : (0, 0.2141248053528473) 0.059689435693602466\n",
      "FAOXC11 : (0, 3.82781902461732) 0.059689435693602466\n",
      "FAOXC170m : (0, 3.82781902461732) 0.059689435693602466\n",
      "FAS80COA_L : (0, 6.884964164708779) 0.059689435693602466\n",
      "FCLTm : (0, 3.168321115739723) 0.059689435693602466\n",
      "FUT18g : (0, 0.7398481026993274) 0.059689435693602466\n",
      "FUT34g : (0, 2.1243281350022016) 0.059689435693602466\n",
      "FUT93g : (0, 0.0285691521967709) 0.059689435693602466\n",
      "G3PD2m : (0, 2.1076878693143737) 0.059689435693602466\n",
      "GABAVESSEC : (0, 0.0) 0.059689435693602466\n",
      "GALGT1 : (0, 2.724650271732968) 0.059689435693602466\n",
      "GLDBRAN : (0, 2.250961573533219) 0.059689435693602466\n",
      "GLYVESSEC : (0, 0.0) 0.059689435693602466\n",
      "GRTTx : (0, 7.953090596217388) 0.059689435693602466\n",
      "H8MTer_L : (0, 1.967168607532628) 0.059689435693602466\n",
      "H8MTer_U : (0, 1.967168607532628) 0.059689435693602466\n",
      "HMGLx : (0, 4.810443103845175) 0.059689435693602466\n",
      "HSD17B42x : (0, 6.188638294561388) 0.059689435693602466\n",
      "HSD17B4x : (0, 6.188638294561388) 0.059689435693602466\n",
      "HSD17B7r : (0, 3.631104282365877) 0.059689435693602466\n",
      "KHK3 : (0, 1.0426443374084935) 0.059689435693602466\n",
      "LCAT1e : (0, 3.85897561429202) 0.059689435693602466\n",
      "L_LACtcm : (0, 0.84799690655495) 0.059689435693602466\n",
      "LNS14DM : (0, 0.0) 0.059689435693602466\n",
      "LRAT : (0, 0.3219280948873623) 0.059689435693602466\n",
      "LSTO1r : (0, 4.858478390423273) 0.059689435693602466\n",
      "MMCD : (0, 0.8073549220576041) 0.059689435693602466\n",
      "MMCDp : (0, 0.8073549220576041) 0.059689435693602466\n",
      "NAGA2ly : (0, 3.694880192799191) 0.059689435693602466\n",
      "NNATm : (0, 0.2265085298086797) 0.059689435693602466\n",
      "O16G1e : (0, 0.0) 0.059689435693602466\n",
      "P45027A15m : (0, 5.4571345943180365) 0.059689435693602466\n",
      "P45039A1r : (0, 0.0840642647884745) 0.059689435693602466\n",
      "P45046A1r : (0, 0.0840642647884745) 0.059689435693602466\n",
      "P4507B12r : (0, 0.0) 0.059689435693602466\n",
      "PCFLOPm : (0, 3.876762490781555) 0.059689435693602466\n",
      "PCHOLPm_hs : (0, 2.5310694927259543) 0.059689435693602466\n",
      "PETOHMm_hs : (0, 4.087462841250339) 0.059689435693602466\n",
      "PETOHMr_hs : (0, 4.087462841250339) 0.059689435693602466\n",
      "PGPP_hs : (0, 4.494415610397496) 0.059689435693602466\n",
      "PI4P3Ker : (0, 1.1375035237499351) 0.059689435693602466\n",
      "PNTKm : (0, 4.329841176530628) 0.059689435693602466\n",
      "PPPGOm : (0, 4.425593577653059) 0.059689435693602466\n",
      "PRPNCOAHYDx : (0, 2.137503523749935) 0.059689435693602466\n",
      "PSDm_hs : (0, 5.731726322715782) 0.059689435693602466\n",
      "PTE3x : (0, 2.807354922057604) 0.059689435693602466\n",
      "PTE4x : (0, 2.807354922057604) 0.059689435693602466\n",
      "PTE5x : (0, 2.807354922057604) 0.059689435693602466\n",
      "SCP2x : (0, 6.089794727063991) 0.059689435693602466\n",
      "THMTPt : (0, 3.196921733820329) 0.059689435693602466\n",
      "TRDR2 : (0, 7.469804594520619) 0.059689435693602466\n",
      "TRDR3 : (0, 7.469804594520619) 0.059689435693602466\n",
      "TYRASE : (0, 0.0) 0.059689435693602466\n",
      "UDPDOLPT_L : (0, 5.2471680003747725) 0.059689435693602466\n",
      "r0034 : (0, 0.5849625007211562) 0.059689435693602466\n",
      "r0701 : (0, 6.884964164708779) 0.059689435693602466\n",
      "r0781 : (0, 5.302319050948834) 0.059689435693602466\n",
      "r0947 : (0, 0.01435529297707) 0.059689435693602466\n",
      "r0983 : (0, 3.582556003014061) 0.059689435693602466\n",
      "r0993 : (0, 1.1763227726404628) 0.059689435693602466\n",
      "r1313 : (0, 3.970853654340484) 0.05968943569361728\n",
      "r1314 : (0, 6.884964164708779) 0.059689435693615844\n",
      "r1315 : (0, 6.884964164708779) 0.059689435693615844\n",
      "r1316 : (0, 6.884964164708779) 0.059689435693615844\n",
      "r1317 : (0, 5.3458930856874085) 0.059689435693615844\n",
      "r1411 : (0, 6.23687524536694) 0.059689435693615844\n",
      "r1495 : (0, 0.0426443374084937) 0.059689435693615844\n",
      "r1526 : (0, 2.6530600171045644) 0.059689435693615844\n",
      "r1527 : (0, 2.6530600171045644) 0.059689435693615844\n",
      "r1540 : (0, 6.580748491763774) 0.059689435693615844\n",
      "r2157 : (0, 0.01435529297707) 0.059689435693615844\n",
      "r2158 : (0, 0.01435529297707) 0.059689435693615844\n",
      "r2159 : (0, 0.01435529297707) 0.059689435693615844\n",
      "r2236 : (0, 0.0) 0.059689435693615844\n",
      "r2237 : (0, 0.0) 0.059689435693615844\n",
      "r2238 : (0, 0.0) 0.059689435693615844\n",
      "r2497 : (0, 1.726831217032493) 0.059689435693615844\n",
      "r2498 : (0, 1.726831217032493) 0.059689435693615844\n",
      "RE0066M : (0, 4.087462841250339) 0.059689435693615844\n",
      "RE0066R : (0, 4.087462841250339) 0.059689435693615844\n",
      "RE0569E : (0, 8.313155136219205) 0.059689435693615844\n",
      "RE0573N : (0, 3.583759753639499) 0.059689435693615844\n",
      "RE0580L : (0, 5.989593184938768) 0.059689435693615844\n",
      "RE0924C : (0, 0.0) 0.059689435693615844\n",
      "RE0925C : (0, 0.0) 0.059689435693615844\n",
      "RE0927C : (0, 0.0) 0.059689435693615844\n",
      "RE0928C : (0, 0.0) 0.059689435693615844\n",
      "RE1050E : (0, 0.0426443374084937) 0.059689435693615844\n",
      "RE1050N : (0, 0.0285691521967709) 0.059689435693615844\n",
      "RE1096M : (0, 0.0) 0.059689435693615844\n",
      "RE1134M : (0, 0.0) 0.059689435693615844\n",
      "RE1826M : (0, 5.4571345943180365) 0.059689435693615844\n",
      "RE1836X : (0, 6.089794727063991) 0.059689435693615844\n",
      "RE2048N : (0, 0.3448284969974411) 0.059689435693615844\n",
      "RE2146C : (0, 0.0) 0.059689435693615844\n",
      "RE2155R : (0, 0.2868811477881615) 0.059689435693615844\n",
      "RE2221M : (0, 5.4571345943180365) 0.059689435693615844\n",
      "RE2474R : (0, 0.2387868595871164) 0.059689435693615844\n",
      "RE2622C : (0, 0.0) 0.059689435693615844\n",
      "RE2718G : (0, 2.127633279725874) 0.059689435693615844\n",
      "RE2722G : (0, 2.127633279725874) 0.059689435693615844\n",
      "RE2768R : (0, 0.0) 0.059689435693615844\n",
      "RE2911C : (0, 7.614194503855795) 0.059689435693615844\n",
      "RE2977C : (0, 7.614194503855795) 0.059689435693615844\n",
      "RE2985M : (0, 3.948600847493356) 0.059689435693615844\n",
      "RE2998M : (0, 3.948600847493356) 0.059689435693615844\n",
      "RE3066X : (0, 3.8904466926799057) 0.059689435693615844\n",
      "RE3233G : (0, 0.0) 0.059689435693615844\n",
      "RE3233L : (0, 0.0) 0.059689435693615844\n",
      "RE3251M : (0, 5.4571345943180365) 0.059689435693615844\n",
      "RE3273C : (0, 4.111865963867557) 0.05968943569360893\n",
      "RE3273G : (0, 2.5310694927259543) 0.059689435693615844\n",
      "RE3273R : (0, 2.5310694927259543) 0.059689435693615844\n",
      "RE3301G : (0, 2.5310694927259543) 0.059689435693615844\n",
      "RE3301R : (0, 2.5310694927259543) 0.059689435693615844\n",
      "RE3475N : (0, 0.3448284969974411) 0.059689435693615844\n",
      "RE3503N : (0, 0.3448284969974411) 0.059689435693615844\n",
      "RE3511M : (0, 4.087462841250339) 0.059689435693615844\n",
      "RE3511R : (0, 4.087462841250339) 0.059689435693615844\n",
      "RE3513N : (0, 0.3448284969974411) 0.059689435693615844\n",
      "RE3526C : (0, 0.5655971758542251) 0.059689435693615844\n",
      "RE3624M : (0, 3.948600847493356) 0.059689435693615844\n",
      "RE3626M : (0, 3.948600847493356) 0.059689435693615844\n",
      "RN0021C : (0, 2.073820233291672) 0.059689435693615844\n",
      "RN0021R : (0, 6.287065907350544) 0.059689435693615844\n",
      "RN0021X : (0, 2.073820233291672) 0.059689435693615844\n",
      "RN0022C : (0, 2.073820233291672) 0.059689435693615844\n",
      "RN0022R : (0, 6.287065907350544) 0.059689435693615844\n",
      "RN0022X : (0, 2.073820233291672) 0.059689435693615844\n",
      "RN0023C : (0, 2.073820233291672) 0.059689435693615844\n",
      "RN0023R : (0, 6.287065907350544) 0.059689435693615844\n",
      "RN0023X : (0, 2.073820233291672) 0.059689435693615844\n",
      "RN0028C : (0, 2.073820233291672) 0.059689435693615844\n",
      "RN0028R : (0, 6.287065907350544) 0.059689435693615844\n",
      "RN0028X : (0, 2.073820233291672) 0.059689435693615844\n",
      "RN0031C : (0, 2.073820233291672) 0.059689435693615844\n",
      "RN0031R : (0, 6.287065907350544) 0.059689435693615844\n",
      "RN0031X : (0, 2.073820233291672) 0.059689435693615844\n",
      "ADPCOAPTE : (0, 4.297925052503806) 0.059689435693615844\n",
      "C12DCACOT : (0, 4.297925052503806) 0.059689435693615844\n",
      "FAOXC101C102x : (0, 3.948600847493356) 0.059689435693615844\n",
      "FAOXC102C101m : (0, 4.88410945135923) 0.059689435693615844\n",
      "FAOXC102C101x : (0, 3.785550551739256) 0.059689435693615844\n",
      "FAOXC102C103m : (0, 3.82781902461732) 0.059689435693615844\n",
      "FAOXC102C103x : (0, 3.948600847493356) 0.059689435693615844\n",
      "FAOXC102m : (0, 5.471512648045499) 0.059689435693615844\n",
      "FAOXC103C102m : (0, 4.88410945135923) 0.059689435693615844\n",
      "FAOXC103C102x : (0, 3.785550551739256) 0.059689435693615844\n",
      "FAOXC122m : (0, 5.471512648045499) 0.059689435693615844\n",
      "FAOXC123m : (0, 5.471512648045499) 0.059689435693615844\n",
      "FAOXC15ATPx : (0, 0.3673710656485294) 0.059689435693615844\n",
      "FAOXC163C164Gm : (0, 8.40633257782171) 0.059689435693615844\n",
      "FAOXC163C164x : (0, 3.948600847493356) 0.059689435693615844\n",
      "FAOXC163Gm : (0, 5.471512648045499) 0.059689435693615844\n",
      "FAOXC164C163x : (0, 3.785550551739256) 0.059689435693615844\n",
      "FAOXC164C165m : (0, 8.40633257782171) 0.059689435693615844\n",
      "FAOXC164C165x : (0, 3.948600847493356) 0.059689435693615844\n",
      "FAOXC164GC163m : (0, 4.88410945135923) 0.059689435693615844\n",
      "FAOXC164m : (0, 5.471512648045499) 0.059689435693615844\n",
      "FAOXC165C164m : (0, 4.88410945135923) 0.059689435693615844\n",
      "FAOXC165C164x : (0, 3.785550551739256) 0.059689435693615844\n",
      "FAOXC16BRx : (0, 0.3673710656485294) 0.059689435693615844\n",
      "FAOXC16DCr : (0, 0.84799690655495) 0.059689435693615844\n",
      "FAOXC184m : (0, 5.471512648045499) 0.059689435693615844\n",
      "FAOXC185m : (0, 5.471512648045499) 0.059689435693615844\n",
      "FAOXC204C205x : (0, 3.948600847493356) 0.059689435693615844\n",
      "FAOXC225C226m : (0, 8.40633257782171) 0.059689435693615844\n",
      "FAOXC225C226x : (0, 3.948600847493356) 0.059689435693615844\n",
      "FAOXC225m : (0, 5.471512648045499) 0.059689435693615844\n",
      "FAOXC226C225m : (0, 4.88410945135923) 0.059689435693615844\n",
      "FAOXC226C225x : (0, 3.785550551739256) 0.059689435693615844\n",
      "FAOXC226C227m : (0, 8.40633257782171) 0.059689435693615844\n",
      "FAOXC226m : (0, 5.471512648045499) 0.059689435693615844\n",
      "FAOXC227C226m : (0, 4.88410945135923) 0.059689435693615844\n",
      "FAOXC61m : (0, 5.471512648045499) 0.059689435693615844\n",
      "FAOXTC101TC102m : (0, 3.82781902461732) 0.059689435693615844\n",
      "FAOXTC102C101m : (0, 4.88410945135923) 0.059689435693615844\n",
      "FAOXTC122m : (0, 5.471512648045499) 0.059689435693615844\n",
      "HEXDICOAACBPx : (0, 8.04690571867125) 0.059689435693615844\n",
      "IVCOAACBP : (0, 8.04690571867125) 0.059689435693615844\n",
      "PRISTCOAtcx : (0, 4.078951341394822) 0.059689435693615844\n",
      "SBCOAACOTx : (0, 4.297925052503806) 0.059689435693615844\n",
      "SCP21cx : (0, 4.078951341394822) 0.059689435693615844\n",
      "SEBCOAPET : (0, 4.297925052503806) 0.059689435693615844\n",
      "STCOATxc : (0, 1.726831217032493) 0.059689435693615844\n",
      "STRDNCCOAtxc : (0, 1.726831217032493) 0.059689435693615844\n",
      "ALAALAPEPT1tc : (0, 0.4436066514756146) 0.059689435693615844\n",
      "ASNATB0tc : (0, 0.2750070474998698) 0.059689435693615844\n",
      "BALAPAT1tc : (0, 1.2570106182060237) 0.059689435693615844\n",
      "CARPEPT1tc : (0, 0.4436066514756146) 0.059689435693615844\n",
      "GALSGLT1le : (0, 0.0285691521967709) 0.059689435693615844\n",
      "GLCSGLT1le : (0, 0.0285691521967709) 0.059689435693615844\n",
      "GLNATB0tc : (0, 0.2750070474998698) 0.059689435693615844\n",
      "GLYGLYPEPT1tc : (0, 0.4436066514756146) 0.059689435693615844\n",
      "GLYPHEPEPT1tc : (0, 0.4436066514756146) 0.059689435693615844\n",
      "GLYPROPEPT1tc : (0, 0.4436066514756146) 0.059689435693615844\n",
      "GLYSARPEPT1tc : (0, 0.4436066514756146) 0.059689435693615844\n",
      "LEUGLYPEPT1tc : (0, 0.4436066514756146) 0.059689435693615844\n",
      "LEULEUPEPT1tc : (0, 0.4436066514756146) 0.059689435693615844\n",
      "LINOFATPtc : (0, 3.814550423461808) 0.059689435693615844\n",
      "NACHORCTL3le : (0, 0.2630344058337938) 0.059689435693615844\n",
      "OLEICFATPtc : (0, 3.814550423461808) 0.059689435693615844\n",
      "PALFATPtc : (0, 3.814550423461808) 0.059689435693615844\n",
      "PHEATB0tc : (0, 0.2750070474998698) 0.059689435693615844\n",
      "PROGLYPEPT1tc : (0, 0.4436066514756146) 0.059689435693615844\n",
      "TAUPAT1c : (0, 1.2570106182060237) 0.059689435693615844\n",
      "THRATB0tc : (0, 0.2750070474998698) 0.059689435693615844\n",
      "TRPATB0tc : (0, 0.2750070474998698) 0.059689435693615844\n",
      "TYRATB0tc : (0, 0.2750070474998698) 0.059689435693615844\n",
      "VITEtl : (0, 2.6530600171045644) 0.059689435693615844\n",
      "4HPROLTASCT1 : (0, 3.277984747299765) 0.059689435693615844\n",
      "ASPPROASCT1 : (0, 3.277984747299765) 0.059689435693615844\n",
      "BIDGLCURr : (0, 0.0) 0.059689435693615844\n",
      "FADDPle : (0, 0.0565835283663675) 0.059689435693615844\n",
      "G6PDH2c : (0, 5.5855634984556914) 0.059689435693615844\n",
      "GLUPROASCT1 : (0, 3.277984747299765) 0.059689435693615844\n",
      "GNDc : (0, 5.760220946466509) 0.059689435693615844\n",
      "PGLc : (0, 6.323370069061268) 0.059689435693615844\n",
      "CRNATBtc : (0, 0.2750070474998698) 0.059689435693615844\n",
      "DHEASABCCte : (0, 0.0565835283663675) 0.059689435693615844\n",
      "ESTRAABCtc : (0, 0.01435529297707) 0.059689435693615844\n",
      "ESTROSABCCte : (0, 0.0565835283663675) 0.059689435693615844\n",
      "ESTRSABCtc : (0, 0.01435529297707) 0.059689435693615844\n",
      "LEUKABCtc : (0, 0.01435529297707) 0.059689435693615844\n",
      "PGLYCABCte : (0, 3.04788732939655) 0.059689435693615844\n",
      "PHEMEABCte : (0, 1.550900664647523) 0.059689435693615844\n",
      "PSHSABCtc : (0, 2.6530600171045644) 0.059689435693615844\n",
      "RETABCtc : (0, 0.2750070474998698) 0.059689435693615844\n",
      "TCHOLABCtc : (0, 0.01435529297707) 0.059689435693615844\n",
      "PCRNte : (0, 2.4195388915137843) 0.059689435693615844\n",
      "LNELDCCRNte : (0, 2.4195388915137843) 0.059689435693615844\n",
      "ODECRNte : (0, 2.4195388915137843) 0.059689435693615844\n",
      "STCRNte : (0, 2.4195388915137843) 0.059689435693615844\n",
      "PMTCRNte : (0, 2.4195388915137843) 0.059689435693615844\n",
      "HDCECRNte : (0, 2.4195388915137843) 0.059689435693615844\n",
      "AND19ONEc : (0, 0.5360529002402097) 0.059689435693615844\n",
      "DESAT14_9 : (0, 6.602142090697982) 0.059689435693615844\n",
      "21HPRGNLONE : (0, 0.2868811477881615) 0.059689435693615844\n",
      "GPDDACHOL : (0, 2.7548875021634687) 0.059689435693615844\n",
      "HC02195c : (0, 0.2141248053528473) 0.059689435693615844\n",
      "HC02196c : (0, 0.2141248053528473) 0.059689435693615844\n",
      "HC02220c : (0, 0.0) 0.059689435693615844\n",
      "PCSF : (0, 2.0107798387532423) 0.059689435693615844\n",
      "INDOXYLF : (0, 2.114367024952) 0.059689435693615844\n",
      "INDSF : (0, 2.0107798387532423) 0.059689435693615844\n",
      "INDSt : (0, 0.0) 0.059689435693615844\n",
      "TTDCEAc : (0, 1.0356239097307212) 0.059689435693615844\n",
      "ACCOAL : (0, 5.669026765509631) 0.059689435693615844\n",
      "EHGLAT : (0, 5.987093437058145) 0.059689435693615844\n",
      "FERO : (0, 0.0840642647884745) 0.059689435693615844\n",
      "FRTT : (0, 4.423578170981798) 0.059689435693615844\n",
      "GLYLEUPEPT1tc : (0, 0.4436066514756146) 0.059689435693615844\n",
      "PPNCL3 : (0, 5.125568451778029) 0.059689435693615844\n",
      "CITL : (0, 2.4672794804599825) 0.05968943569361479\n",
      "HEXGLYc : (0, 0.0) 0.05968943569362786\n",
      "SUBGLYc : (0, 0.0) 0.05968943569362786\n",
      "THEXDDtm : (0, 0.0) 0.05968943569362786\n",
      "HEXDTRtm : (0, 0.0) 0.05968943569362786\n",
      "HPDECECOAm : (0, 0.01435529297707) 0.05968943569362786\n",
      "HPDECEtm : (0, 0.0) 0.05968943569362786\n",
      "5EIPENCtm : (0, 0.0) 0.05968943569362786\n",
      "ANDRSTNDNte : (0, 2.584962500721156) 0.05968943569362786\n",
      "EANDRSTRNte : (0, 2.584962500721156) 0.05968943569362786\n",
      "AHANDROSTANte : (0, 2.584962500721156) 0.05968943569362786\n",
      "ANDRSTANDRte : (0, 2.584962500721156) 0.05968943569362786\n",
      "CE2209te : (0, 2.584962500721156) 0.05968943569362786\n",
      "C05301te : (0, 2.584962500721156) 0.05968943569362786\n",
      "C05299te : (0, 2.584962500721156) 0.05968943569362786\n",
      "C05302te : (0, 2.584962500721156) 0.05968943569362786\n",
      "CE5072te : (0, 2.584962500721156) 0.05968943569362786\n",
      "11DOCRTSLte : (0, 2.584962500721156) 0.05968943569362786\n",
      "11DOCRTSTRNte : (0, 2.584962500721156) 0.05968943569362786\n",
      "PRGNLONEte : (0, 2.584962500721156) 0.05968943569362786\n",
      "CE2211te : (0, 2.584962500721156) 0.05968943569362786\n",
      "17AHPRGSTRNte : (0, 2.584962500721156) 0.05968943569362786\n",
      "17AHPRGNLONEte : (0, 2.584962500721156) 0.05968943569362786\n",
      "C03681te : (0, 2.584962500721156) 0.05968943569362786\n",
      "PRGNLONESte : (0, 2.584962500721156) 0.05968943569362786\n",
      "CE1352te : (0, 2.584962500721156) 0.05968943569362786\n",
      "C05769te : (0, 1.1763227726404628) 0.05968943569362786\n",
      "SAMHISTAe : (0, 4.1945598860226125) 0.05968943569362786\n",
      "CE2006te : (0, 4.135863165368679) 0.05968943569362786\n",
      "PPP9ABCte : (0, 1.550900664647523) 0.05968943569362786\n",
      "TYRDOPOX : (0, 0.0) 0.05968943569362786\n",
      "34DHPEAR : (0, 7.614194503855795) 0.05968943569362786\n",
      "DOPA4GLCURt : (0, 4.135863165368679) 0.05968943569362786\n",
      "DOPA3GLCURt : (0, 4.135863165368679) 0.05968943569362786\n",
      "NADPQNOXR : (0, 8.836776255250374) 0.05968943569362786\n",
      "NADQNOXR : (0, 8.836776255250374) 0.05968943569362786\n",
      "TYRDHINDOX : (0, 0.0) 0.05968943569362786\n",
      "BGAL1e : (0, 6.23687524536694) 0.05968943569362786\n",
      "BGAL3l : (0, 6.23687524536694) 0.05968943569362786\n",
      "BGAL4l : (0, 6.23687524536694) 0.05968943569362786\n",
      "DES21 : (0, 0.3103401206121505) 0.05968943569362786\n",
      "GBA2e : (0, 5.07724299893246) 0.05968943569362786\n",
      "NEU21 : (0, 0.0) 0.0596894356936186\n",
      "NEU22 : (0, 0.0) 0.059689435693618\n",
      "NEU24 : (0, 0.0) 0.05968943569361396\n",
      "NEU31e : (0, 3.168321115739723) 0.05968943569361396\n",
      "NEU32e : (0, 3.168321115739723) 0.05968943569361396\n",
      "NEU33e : (0, 3.168321115739723) 0.05968943569361396\n",
      "NEU34e : (0, 3.168321115739723) 0.05968943569361396\n",
      "NEU35e : (0, 3.168321115739723) 0.05968943569361396\n",
      "NEU36e : (0, 3.168321115739723) 0.05968943569361396\n",
      "NEU37e : (0, 3.168321115739723) 0.05968943569361396\n",
      "NEU39e : (0, 3.168321115739723) 0.05968943569361396\n",
      "SMS21e : (0, 4.115199749385445) 0.05968943569361396\n",
      "SPHK11 : (0, 5.721099188707186) 0.05968943569361396\n",
      "SPHK21n : (0, 2.5801454844233804) 0.05968943569361396\n",
      "SPHK22n : (0, 2.5801454844233804) 0.05968943569361396\n",
      "SPMD3n : (0, 0.8237493603082727) 0.05968943569361396\n",
      "ST8SIA13e : (0, 0.0565835283663675) 0.05968943569361396\n",
      "3DHCAS : (0, 0.2387868595871164) 0.05968943569361396\n",
      "3DHCDCAS : (0, 0.2387868595871164) 0.05968943569361396\n",
      "3DHDCAS : (0, 0.2387868595871164) 0.05968943569361396\n",
      "3DHLCAS : (0, 0.2387868595871164) 0.05968943569361396\n",
      "CA24GSc : (0, 0.0) 0.05968943569361396\n",
      "CA24GSr : (0, 0.0) 0.05968943569361396\n",
      "CASULT : (0, 0.0) 0.05968943569361396\n",
      "CDCA6AH : (0, 0.2387868595871164) 0.05968943569361396\n",
      "DCASULT : (0, 0.0) 0.05968943569361396\n",
      "GCASULT : (0, 0.0) 0.05968943569361396\n",
      "GCDCASULT : (0, 0.0) 0.05968943569361396\n",
      "GDCASULT : (0, 0.0) 0.05968943569361396\n",
      "GUDCASULT : (0, 0.0) 0.05968943569361396\n",
      "LCASULT : (0, 0.0) 0.05968943569361396\n",
      "TCASULT : (0, 0.0) 0.05968943569361396\n",
      "TCDCA6AH : (0, 0.2387868595871164) 0.05968943569361396\n",
      "TCDCASULT : (0, 0.0) 0.05968943569361396\n",
      "TDCASULT : (0, 0.0) 0.05968943569361396\n",
      "TUDCASULT : (0, 0.0) 0.05968943569361396\n",
      "UDCASULT : (0, 0.0) 0.05968943569361396\n",
      "2HATVACIDhc : (0, 0.070389327891398) 0.05968943569361396\n",
      "35DHPVShc : (0, 0.2387868595871164) 0.05968943569361396\n",
      "3HLVSTAChep : (0, 0.070389327891398) 0.05968943569361396\n",
      "3HSMVACIDhep : (0, 0.070389327891398) 0.05968943569361396\n",
      "4HATVACIDhc : (0, 0.070389327891398) 0.05968943569361396\n",
      "56DHPVShc : (0, 0.2387868595871164) 0.05968943569361396\n",
      "56EPPVShc : (0, 0.2387868595871164) 0.05968943569361396\n",
      "6CSMVACIDhep : (0, 0.070389327891398) 0.05968943569361396\n",
      "6HLVSTAChep : (0, 0.070389327891398) 0.05968943569361396\n",
      "6HMSMVACIDhep : (0, 0.070389327891398) 0.05968943569361396\n",
      "6HSMVACIDhep : (0, 0.070389327891398) 0.05968943569361396\n",
      "6MELACAChep : (0, 0.070389327891398) 0.05968943569361396\n",
      "6MELVACtbc : (0, 2.584962500721156) 0.05968943569361396\n",
      "6OHFVShc : (0, 0.2265085298086797) 0.05968943569361396\n",
      "7HPVShc : (0, 0.2387868595871164) 0.05968943569361396\n",
      "ALLOP2tu : (0, 0.1110313123887439) 0.05968943569361396\n",
      "ACMPtu : (0, 2.584962500721156) 0.05968943569361396\n",
      "ACMPGLUTtep : (0, 6.07873790918186) 0.05968943569361396\n",
      "ACMPGLUTthc : (0, 6.07873790918186) 0.05968943569361396\n",
      "ACMPGLUtep : (0, 6.07873790918186) 0.05968943569361396\n",
      "ACMPGLUthc : (0, 6.07873790918186) 0.05968943569361396\n",
      "ACMPShc : (0, 2.0107798387532423) 0.05968943569361396\n",
      "ACMPthc : (0, 6.07873790918186) 0.05968943569361396\n",
      "ATVACIDhc : (0, 0.070389327891398) 0.05968943569361396\n",
      "ATVACIDtu : (0, 2.584962500721156) 0.05968943569361396\n",
      "ATVLACtu : (0, 2.584962500721156) 0.05968943569361396\n",
      "CRVSM1hr : (0, 4.931210274803932) 0.05968943569361396\n",
      "CRVSM1teb : (0, 1.550900664647523) 0.05968943569361396\n",
      "CRVSM23hc : (0, 0.0426443374084937) 0.05968943569361396\n",
      "CRVSM23hr : (0, 4.931210274803932) 0.05968943569361396\n",
      "CRVSM23teb : (0, 1.550900664647523) 0.05968943569361396\n",
      "CRVSM24teb : (0, 1.550900664647523) 0.05968943569361396\n",
      "CSAtu : (0, 2.584962500721156) 0.05968943569361396\n",
      "DESFVShc : (0, 0.2265085298086797) 0.05968943569361962\n",
      "DSPVShc : (0, 0.2387868595871164) 0.0596894356936186\n",
      "IBUP_RASCL1hep : (0, 7.2717431356697215) 0.0596894356936186\n",
      "IBUP_RCYPCARhep : (0, 0.2265085298086797) 0.0596894356936186\n",
      "IBUP_SCYP1hep : (0, 0.2265085298086797) 0.0596894356936186\n",
      "IBUP_SCYPCARhep : (0, 0.2265085298086797) 0.0596894356936186\n",
      "ISOLVSTtbc : (0, 2.584962500721156) 0.0596894356936186\n",
      "LSTN1GLUChr : (0, 0.0426443374084937) 0.0596894356936186\n",
      "LSTNtu : (0, 2.584962500721156) 0.0596894356936186\n",
      "LVSTACIDhep : (0, 0.070389327891398) 0.0596894356936186\n",
      "LVSTACIDtu : (0, 2.584962500721156) 0.0596894356936186\n",
      "LVSTPGPtu : (0, 2.584962500721156) 0.0596894356936186\n",
      "MDZtu : (0, 2.584962500721156) 0.0596894356936186\n",
      "MERACMPtep : (0, 6.07873790918186) 0.0596894356936186\n",
      "MERACMPthc : (0, 6.07873790918186) 0.0596894356936186\n",
      "NDERSVteb : (0, 1.550900664647523) 0.0596894356936186\n",
      "PTVSTATPtu : (0, 1.550900664647523) 0.0596894356936186\n",
      "PTVSTM3eb : (0, 1.550900664647523) 0.0596894356936186\n",
      "PTVSTM3hc : (0, 0.2387868595871164) 0.0596894356936186\n",
      "PTVSThc : (0, 0.070389327891398) 0.0596894356936186\n",
      "RSVATPtu : (0, 1.550900664647523) 0.0596894356936186\n",
      "RSVLACteb : (0, 1.550900664647523) 0.0596894356936186\n",
      "RSVSPONhc : (0, 0.070389327891398) 0.0596894356936186\n",
      "SMVACIDATPteb : (0, 2.584962500721156) 0.0596894356936186\n",
      "SMVACIDhep : (0, 4.931210274803932) 0.0596894356936186\n",
      "SMVtu : (0, 2.584962500721156) 0.0596894356936186\n",
      "SMVHYDROhep : (0, 0.070389327891398) 0.0596894356936186\n",
      "TACRtu : (0, 2.584962500721156) 0.0596894356936186\n",
      "TMDM1hr : (0, 0.2265085298086797) 0.0596894356936186\n",
      "TMDM5hr : (0, 0.2265085298086797) 0.0596894356936186\n",
      "TRIPVShc : (0, 0.2387868595871164) 0.0596894356936186\n",
      "PIt2mi : (0, 9.343430031102256) 0.0596894356936186\n",
      "HMR_10066 : (0, 7.981224761711261) 0.0596894356936186\n",
      "HMR_10067 : (0, 2.639232163249277) 0.0596894356936186\n",
      "HMR_10071 : (0, 8.131496884829689) 0.0596894356936186\n",
      "HMR_10072 : (0, 8.131496884829689) 0.0596894356936186\n",
      "HMR_10116 : (0, 0.0) 0.0596894356936186\n",
      "HMR_10118 : (0, 0.0426443374084937) 0.0596894356936186\n",
      "HMR_10119 : (0, 0.0426443374084937) 0.0596894356936186\n",
      "HMR_10120 : (0, 0.0426443374084937) 0.0596894356936186\n",
      "HMR_10127 : (0, 0.0426443374084937) 0.0596894356936186\n",
      "HMR_4381 : (-7.59924339537725, 7.59924339537725) 0.0596894356936186\n",
      "HMR_4391 : (-9.045295522099986, 9.045295522099986) 0.05968943569361031\n",
      "HMR_7745 : (-0.7824085649273732, 0.7824085649273732) 0.05968943569361031\n",
      "HMR_7748 : (-7.59924339537725, 7.59924339537725) 0.05968943569361925\n",
      "HMR_7749 : (-7.59924339537725, 7.59924339537725) 0.05968943569361707\n",
      "HMR_4128 : (-5.352617298958503, 5.352617298958503) 0.05968943569361293\n",
      "HMR_4131 : (-3.991861930556323, 3.991861930556323) 0.05968943569361293\n",
      "HMR_4315 : (-4.263785613890803, 4.263785613890803) 0.05968943569360736\n",
      "HMR_4383 : (-4.295723024539968, 4.295723024539968) 0.059689435693610536\n",
      "HMR_4402 : (-3.0373822220030804, 3.0373822220030804) 0.059689435693610536\n",
      "HMR_4595 : (-0.3334237337251918, 0.3334237337251918) 0.059689435693624344\n",
      "HMR_8344 : (-7.614194503855795, 7.614194503855795) 0.059689435693624344\n",
      "HMR_8352 : (-5.049630767724601, 5.049630767724601) 0.059689435693624344\n",
      "HMR_6537 : (-7.614194503855795, 7.614194503855795) 0.059689435693624344\n",
      "HMR_8512 : (-1.2570106182060237, 1.2570106182060237) 0.059689435693624344\n",
      "HMR_1434 : (-5.744430229987922, 5.744430229987922) 0.05968943569362526\n",
      "HMR_7709 : (-5.039138393906958, 5.039138393906958) 0.059689435693624344\n",
      "HMR_4306 : (-5.5855634984556914, 5.5855634984556914) 0.059689435693624344\n",
      "HMR_4351 : (-4.34766565630097, 4.34766565630097) 0.059689435693624344\n",
      "HMR_4352 : (-4.34766565630097, 4.34766565630097) 0.059689435693624344\n",
      "HMR_4398 : (-4.33199177823206, 4.33199177823206) 0.059689435693624344\n",
      "HMR_4565 : (-7.60733031374961, 7.60733031374961) 0.059689435693624344\n",
      "HMR_9799 : (-2.440952198029637, 2.440952198029637) 0.059689435693624344\n",
      "HMR_9800 : (-1.0426443374084935, 1.0426443374084935) 0.059689435693624344\n",
      "HMR_4038 : (-6.735386782895341, 6.735386782895341) 0.059689435693624344\n",
      "HMR_4085 : (-6.022145842870176, 6.022145842870176) 0.05968943569361562\n",
      "HMR_4086 : (-6.022145842870176, 6.022145842870176) 0.05968943569361562\n",
      "HMR_4135 : (-8.134374977846825, 8.134374977846825) 0.05968943569361562\n",
      "HMR_4418 : (-5.637784110291324, 5.637784110291324) 0.05968943569361562\n",
      "HMR_4452 : (-5.637784110291324, 5.637784110291324) 0.05968943569356878\n",
      "HMR_4574 : (-6.496494306853714, 6.496494306853714) 0.05968943569356878\n",
      "HMR_4651 : (-6.496494306853714, 6.496494306853714) 0.05968943569356878\n",
      "HMR_4663 : (-6.496494306853714, 6.496494306853714) 0.05968943569356878\n",
      "HMR_4804 : (-6.363696744838992, 6.363696744838992) 0.05968943569356878\n",
      "HMR_4814 : (-6.735386782895341, 6.735386782895341) 0.05968943569356878\n",
      "HMR_5353 : (-8.134374977846825, 8.134374977846825) 0.05968943569356878\n",
      "HMR_3793 : (-0.0840642647884745, 0.0840642647884745) 0.05968943569356878\n",
      "HMR_4008 : (-6.400367145914883, 6.400367145914883) 0.05968943569356878\n",
      "HMR_4345 : (-2.883620816285671, 2.883620816285671) 0.05968943569356878\n",
      "HMR_4512 : (-6.400367145914883, 6.400367145914883) 0.05968943569356878\n",
      "HMR_4637 : (-5.495375380944628, 5.495375380944628) 0.05968943569356878\n",
      "HMR_4644 : (-6.160476536412891, 6.160476536412891) 0.05968943569356878\n",
      "HMR_6612 : (-5.495375380944628, 5.495375380944628) 0.05968943569356878\n",
      "HMR_6613 : (-5.495375380944628, 5.495375380944628) 0.05968943569356878\n",
      "HMR_7744 : (-4.4276061727819, 4.4276061727819) 0.05968943569356878\n",
      "HMR_3967 : (-6.400367145914883, 6.400367145914883) 0.05968943569356878\n",
      "HMR_3968 : (-5.495375380944628, 5.495375380944628) 0.05968943569356878\n",
      "HMR_4024 : (-6.400367145914883, 6.400367145914883) 0.05968943569356878\n",
      "HMR_4026 : (-1.4329594072761065, 1.4329594072761065) 0.05968943569356878\n",
      "HMR_7800 : (-4.924575003392735, 4.924575003392735) 0.05968943569356878\n",
      "HMR_7801 : (-4.371558862611963, 4.371558862611963) 0.05968943569356878\n",
      "HMR_7802 : (-4.924575003392735, 4.924575003392735) 0.05968943569356878\n",
      "HMR_7863 : (-6.400367145914883, 6.400367145914883) 0.0596894356936118\n",
      "HMR_7864 : (-6.400367145914883, 6.400367145914883) 0.05968943569364626\n",
      "HMR_7865 : (-6.400367145914883, 6.400367145914883) 0.05968943569364626\n",
      "HMR_7866 : (-6.400367145914883, 6.400367145914883) 0.05968943569364626\n",
      "HMR_7867 : (-6.400367145914883, 6.400367145914883) 0.05968943569364626\n",
      "HMR_7868 : (-6.400367145914883, 6.400367145914883) 0.05968943569364626\n",
      "HMR_7869 : (-6.400367145914883, 6.400367145914883) 0.05968943569364626\n",
      "HMR_7870 : (-6.400367145914883, 6.400367145914883) 0.05968943569364626\n",
      "HMR_7871 : (-6.400367145914883, 6.400367145914883) 0.05968943569364626\n",
      "HMR_7872 : (-6.400367145914883, 6.400367145914883) 0.05968943569364626\n",
      "HMR_7873 : (-6.400367145914883, 6.400367145914883) 0.05968943569364626\n",
      "HMR_7874 : (-6.400367145914883, 6.400367145914883) 0.05968943569364626\n",
      "HMR_7875 : (-1.4329594072761065, 1.4329594072761065) 0.05968943569364626\n",
      "HMR_7876 : (-6.400367145914883, 6.400367145914883) 0.05968943569364626\n",
      "HMR_8448 : (-6.400367145914883, 6.400367145914883) 0.05968943569361363\n",
      "HMR_8449 : (-6.400367145914883, 6.400367145914883) 0.059689435693626364\n",
      "HMR_8450 : (-6.400367145914883, 6.400367145914883) 0.059689435693626364\n",
      "HMR_8451 : (-6.400367145914883, 6.400367145914883) 0.059689435693626364\n",
      "HMR_8452 : (-6.400367145914883, 6.400367145914883) 0.059689435693626364\n",
      "HMR_8453 : (-6.400367145914883, 6.400367145914883) 0.059689435693626364\n",
      "HMR_8454 : (-6.400367145914883, 6.400367145914883) 0.059689435693626364\n",
      "HMR_8455 : (-6.400367145914883, 6.400367145914883) 0.059689435693626364\n",
      "HMR_8456 : (-6.400367145914883, 6.400367145914883) 0.059689435693626364\n",
      "HMR_8457 : (-6.400367145914883, 6.400367145914883) 0.059689435693626364\n",
      "HMR_8458 : (-6.400367145914883, 6.400367145914883) 0.059689435693626364\n",
      "HMR_8459 : (-6.400367145914883, 6.400367145914883) 0.059689435693626364\n",
      "HMR_8460 : (-6.400367145914883, 6.400367145914883) 0.059689435693626364\n",
      "HMR_8461 : (-4.924575003392735, 4.924575003392735) 0.059689435693626364\n",
      "HMR_8462 : (-6.400367145914883, 6.400367145914883) 0.059689435693626364\n",
      "HMR_8463 : (-6.400367145914883, 6.400367145914883) 0.059689435693626364\n",
      "HMR_8464 : (-6.400367145914883, 6.400367145914883) 0.059689435693626364\n",
      "HMR_8465 : (-6.400367145914883, 6.400367145914883) 0.05968943569361914\n",
      "HMR_8466 : (-6.400367145914883, 6.400367145914883) 0.05968943569362008\n",
      "HMR_8467 : (-6.400367145914883, 6.400367145914883) 0.05968943569362008\n",
      "HMR_8468 : (-6.400367145914883, 6.400367145914883) 0.05968943569362008\n",
      "HMR_8469 : (-6.400367145914883, 6.400367145914883) 0.05968943569362008\n",
      "HMR_8470 : (-6.400367145914883, 6.400367145914883) 0.05968943569362008\n",
      "HMR_8471 : (-6.400367145914883, 6.400367145914883) 0.05968943569362008\n",
      "HMR_8472 : (-6.400367145914883, 6.400367145914883) 0.05968943569362008\n",
      "HMR_8477 : (-4.0, 4.0) 0.05968943569362008\n",
      "HMR_8478 : (-4.0, 4.0) 0.05968943569362008\n",
      "HMR_8479 : (-4.0, 4.0) 0.05968943569362008\n",
      "HMR_8486 : (-6.496494306853714, 6.496494306853714) 0.05968943569362008\n",
      "HMR_3827 : (-6.058532970201611, 6.058532970201611) 0.05968943569362008\n",
      "HMR_3899 : (-0.7136958148433591, 0.7136958148433591) 0.059689435693621194\n",
      "HMR_4109 : (-5.547819956577703, 5.547819956577703) 0.05968943569362039\n",
      "HMR_4693 : (-1.7004397181410922, 1.7004397181410922) 0.05968943569362039\n",
      "HMR_6968 : (-0.5655971758542251, 0.5655971758542251) 0.05968943569362039\n",
      "HMR_6970 : (-0.7136958148433591, 0.7136958148433591) 0.05968943569362039\n",
      "HMR_7642 : (-5.546894459887636, 5.546894459887636) 0.05968943569362039\n",
      "HMR_3806 : (-1.1890338243900171, 1.1890338243900171) 0.05968943569362039\n",
      "HMR_3807 : (-6.352087577990227, 6.352087577990227) 0.05968943569362039\n",
      "HMR_3809 : (-0.0, 0.0) 0.05968943569362039\n",
      "HMR_3819 : (-1.1890338243900171, 1.1890338243900171) 0.05968943569362039\n",
      "HMR_3820 : (-1.1890338243900171, 1.1890338243900171) 0.05968943569362039\n",
      "HMR_4583 : (-3.3673710656485296, 3.3673710656485296) 0.05968943569362039\n",
      "HMR_6965 : (-6.639810977716776, 6.639810977716776) 0.05968943569362039\n",
      "HMR_6966 : (-6.639810977716776, 6.639810977716776) 0.05968943569362039\n",
      "HMR_6967 : (-6.639810977716776, 6.639810977716776) 0.05968943569362039\n",
      "HMR_8096 : (-1.1890338243900171, 1.1890338243900171) 0.05968943569362039\n",
      "HMR_8097 : (-1.1890338243900171, 1.1890338243900171) 0.05968943569362039\n",
      "HMR_3752 : (-2.097610796626422, 2.097610796626422) 0.05968943569362039\n",
      "HMR_3770 : (-2.097610796626422, 2.097610796626422) 0.059689435693616164\n",
      "HMR_3784 : (-2.097610796626422, 2.097610796626422) 0.059689435693615595\n",
      "HMR_3794 : (-0.5655971758542251, 0.5655971758542251) 0.059689435693615595\n",
      "HMR_3845 : (-3.979110755015786, 3.979110755015786) 0.059689435693615595\n",
      "HMR_3847 : (-4.505255800932163, 4.505255800932163) 0.059689435693615595\n",
      "HMR_4582 : (-0.4005379295837288, 0.4005379295837288) 0.059689435693615595\n",
      "HMR_4792 : (-7.132782457298859, 7.132782457298859) 0.059689435693615595\n",
      "HMR_7702 : (-6.371210343455566, 6.371210343455566) 0.059689435693615595\n",
      "HMR_4658 : (-0.9107326619029126, 0.9107326619029126) 0.059689435693615595\n",
      "HMR_4596 : (-0.7570232465074596, 0.7570232465074596) 0.05968943569361573\n",
      "HMR_4597 : (-0.7570232465074596, 0.7570232465074596) 0.051079071889143186\n",
      "HMR_3885 : (-5.636044526028037, 5.636044526028037) 0.051079071889143186\n",
      "HMR_3935 : (-4.810443103845175, 4.810443103845175) 0.051079071889143186\n",
      "HMR_6417 : (-2.671293372481576, 2.671293372481576) 0.051079071889143186\n",
      "HMR_8088 : (-1.7004397181410922, 1.7004397181410922) 0.051079071889143186\n",
      "HMR_4220 : (-0.9107326619029126, 0.9107326619029126) 0.051079071889143186\n",
      "HMR_6722 : (-0.0, 0.0) 0.051079071889143186\n",
      "HMR_6814 : (-5.563158130402808, 5.563158130402808) 0.051079071889143186\n",
      "HMR_6817 : (-5.563158130402808, 5.563158130402808) 0.051079071889143186\n",
      "HMR_6819 : (-5.563158130402808, 5.563158130402808) 0.051079071889143186\n",
      "HMR_6823 : (-5.563158130402808, 5.563158130402808) 0.051079071889143186\n",
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      "HMR_4942 : (-3.196921733820329, 3.196921733820329) 0.051079071889146614\n",
      "HMR_5004 : (-5.379898163524692, 5.379898163524692) 0.051079071889146614\n",
      "HMR_5027 : (-5.824513297334801, 5.824513297334801) 0.051079071889146614\n",
      "HMR_8369 : (-1.4329594072761065, 1.4329594072761065) 0.051079071889146614\n",
      "HMR_9200 : (-7.411680457651745, 7.411680457651745) 0.051079071889146614\n",
      "5FTHFt2 : (-3.196921733820329, 3.196921733820329) 0.051079071889146614\n",
      "5MTHFt2 : (-3.196921733820329, 3.196921733820329) 0.051079071889146614\n",
      "ACCOAtr : (-4.867896463992655, 4.867896463992655) 0.051079071889146614\n",
      "ACRNtm : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "ADRNCRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "ALAt2rL : (-1.2570106182060237, 1.2570106182060237) 0.051079071889146614\n",
      "ARACHCRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "BTNt2m : (-5.761019265240484, 5.761019265240484) 0.051079071889146614\n",
      "BUTt2m : (-5.761019265240484, 5.761019265240484) 0.051079071889146614\n",
      "C160CRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "C161CPT22 : (-2.613531652917927, 2.613531652917927) 0.051079071889146614\n",
      "C161CRN2t : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "C161CRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "C180CRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "C181CPT2 : (-2.613531652917927, 2.613531652917927) 0.051079071889146614\n",
      "C181CRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "C204CRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "CITtam : (-5.6108771994719495, 5.6108771994719495) 0.051079071889146614\n",
      "CLPNDCRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "DCSPTN1CRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "DLNLCGCRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "EICOSTETCRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "ELAIDCPT2 : (-2.613531652917927, 2.613531652917927) 0.051079071889146614\n",
      "ELAIDCRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "FA141ACPH : (-5.3458930856874085, 5.3458930856874085) 0.051079071889146614\n",
      "FA161ACPH : (-5.3458930856874085, 5.3458930856874085) 0.051079071889146614\n",
      "FA180ACPH : (-5.3458930856874085, 5.3458930856874085) 0.051079071889146614\n",
      "FA181ACPH : (-5.3458930856874085, 5.3458930856874085) 0.051079071889146614\n",
      "FA182ACPH : (-5.3458930856874085, 5.3458930856874085) 0.051079071889146614\n",
      "FACOAL1813 : (-7.2717431356697215, 7.2717431356697215) 0.051079071889146614\n",
      "FACOAL206 : (-0.3673710656485294, 0.3673710656485294) 0.051079071889146614\n",
      "FBA5 : (-0.0840642647884745, 0.0840642647884745) 0.051079071889146614\n",
      "FOLt2 : (-3.196921733820329, 3.196921733820329) 0.051079071889146614\n",
      "GLCt2_2 : (-0.0285691521967709, 0.0285691521967709) 0.051079071889146614\n",
      "GLYt2rL : (-1.2570106182060237, 1.2570106182060237) 0.051079071889146614\n",
      "HEXCCPT2 : (-2.613531652917927, 2.613531652917927) 0.051079071889146614\n",
      "HEXCCRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "HPDCACRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "HXANtl : (-0.6780719051126377, 0.6780719051126377) 0.051079071889146614\n",
      "INStl : (-0.6780719051126377, 0.6780719051126377) 0.051079071889146614\n",
      "LGNCCPT2 : (-2.613531652917927, 2.613531652917927) 0.051079071889146614\n",
      "LGNCCRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "LNELDCCRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "LNLCCRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "LNLNCACPT2 : (-2.613531652917927, 2.613531652917927) 0.051079071889146614\n",
      "LNLNCACRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "LNLNCGCRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "MCOATAm : (-3.33199177823206, 3.33199177823206) 0.051079071889146614\n",
      "NRVNCCPT2 : (-2.613531652917927, 2.613531652917927) 0.051079071889146614\n",
      "NRVNCCRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "PCRNtm : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "PIter : (-3.907852071845964, 3.907852071845964) 0.051079071889146614\n",
      "PROt2rL : (-1.2570106182060237, 1.2570106182060237) 0.051079071889146614\n",
      "PTDCACRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "SCP22x : (-6.089794727063991, 6.089794727063991) 0.051079071889146614\n",
      "STRDNCCRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "TETPENT3CPT2 : (-2.613531652917927, 2.613531652917927) 0.051079071889146614\n",
      "TETPENT3CRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "TETPENT6CPT2 : (-2.613531652917927, 2.613531652917927) 0.051079071889146614\n",
      "TETPENT6CRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "TETTET6CPT2 : (-2.613531652917927, 2.613531652917927) 0.051079071889146614\n",
      "TETTET6CRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "THFt2 : (-3.196921733820329, 3.196921733820329) 0.051079071889146614\n",
      "THMMPt4 : (-3.196921733820329, 3.196921733820329) 0.051079071889146614\n",
      "TMNDNCCRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "TTDCRNt : (-3.739848102699328, 3.739848102699328) 0.051079071889146614\n",
      "UGT1A10r : (-0.0, 0.0) 0.05107907188915339\n",
      "r0170 : (-7.879705766282288, 7.879705766282288) 0.05107907188914528\n",
      "r0193 : (-3.658782734012828, 3.658782734012828) 0.05107907188914528\n",
      "r0410 : (-4.655351828612554, 4.655351828612554) 0.05107907188914528\n",
      "r0575 : (-7.879705766282288, 7.879705766282288) 0.05107907188914528\n",
      "r0672 : (-3.7441610955704094, 3.7441610955704094) 0.05107907188914528\n",
      "r0707 : (-0.0976107966264223, 0.0976107966264223) 0.05107907188914528\n",
      "r0774 : (-5.840966704487421, 5.840966704487421) 0.05107907188914528\n",
      "r0780 : (-2.899175630480513, 2.899175630480513) 0.05107907188914528\n",
      "r0783 : (-6.854245054220128, 6.854245054220128) 0.05107907188914528\n",
      "r0913 : (-5.6108771994719495, 5.6108771994719495) 0.05107907188914528\n",
      "r0915 : (-5.6108771994719495, 5.6108771994719495) 0.05107907188914528\n",
      "r0946 : (-0.3561438102252753, 0.3561438102252753) 0.05107907188914528\n",
      "r1135 : (-3.631104282365877, 3.631104282365877) 0.05107907188914528\n",
      "r1147 : (-5.6108771994719495, 5.6108771994719495) 0.05107907188914528\n",
      "r1380 : (-6.854245054220128, 6.854245054220128) 0.05107907188914528\n",
      "r1381 : (-6.933690654952234, 6.933690654952234) 0.05107907188914528\n",
      "r2315 : (-0.9411063109464316, 0.9411063109464316) 0.05107907188914528\n",
      "r2346 : (-0.0565835283663675, 0.0565835283663675) 0.05107907188914528\n",
      "r2373 : (-5.6108771994719495, 5.6108771994719495) 0.05107907188914528\n",
      "r2374 : (-5.6108771994719495, 5.6108771994719495) 0.05107907188914528\n",
      "r2375 : (-5.6108771994719495, 5.6108771994719495) 0.05107907188914528\n",
      "r2376 : (-5.6108771994719495, 5.6108771994719495) 0.05107907188914528\n",
      "r2377 : (-5.6108771994719495, 5.6108771994719495) 0.05107907188914528\n",
      "r2378 : (-5.6108771994719495, 5.6108771994719495) 0.05107907188914528\n",
      "r2379 : (-5.6108771994719495, 5.6108771994719495) 0.05107907188914528\n",
      "r2380 : (-5.6108771994719495, 5.6108771994719495) 0.05107907188914528\n",
      "RE0572N : (-5.164705840182799, 5.164705840182799) 0.05107907188914528\n",
      "RE0581R : (-6.245457632609671, 6.245457632609671) 0.05107907188914528\n",
      "RE0582N : (-3.583759753639499, 3.583759753639499) 0.05107907188914528\n",
      "RE0583N : (-7.329033873660803, 7.329033873660803) 0.05107907188914528\n",
      "RE0702E : (-0.0426443374084937, 0.0426443374084937) 0.05107907188914528\n",
      "RE0702N : (-0.0285691521967709, 0.0285691521967709) 0.05107907188914528\n",
      "RE0908G : (-1.9634741239748856, 1.9634741239748856) 0.05107907188914528\n",
      "RE0908R : (-1.9634741239748856, 1.9634741239748856) 0.05107907188914528\n",
      "RE0916G : (-1.9634741239748856, 1.9634741239748856) 0.05107907188914528\n",
      "RE0916R : (-1.9634741239748856, 1.9634741239748856) 0.05107907188914528\n",
      "RE0918G : (-1.9634741239748856, 1.9634741239748856) 0.05107907188914528\n",
      "RE0918R : (-1.9634741239748856, 1.9634741239748856) 0.05107907188914528\n",
      "RE0936E : (-0.01435529297707, 0.01435529297707) 0.05107907188914528\n",
      "RE0937E : (-0.01435529297707, 0.01435529297707) 0.05107907188914528\n",
      "RE0938E : (-0.01435529297707, 0.01435529297707) 0.05107907188914528\n",
      "RE1062M : (-4.212569338850806, 4.212569338850806) 0.05107907188914528\n",
      "RE1099G : (-1.9634741239748856, 1.9634741239748856) 0.05107907188914528\n",
      "RE1099L : (-1.9634741239748856, 1.9634741239748856) 0.05107907188914528\n",
      "RE1099R : (-1.9634741239748856, 1.9634741239748856) 0.05107907188914528\n",
      "RE1100G : (-1.9634741239748856, 1.9634741239748856) 0.05107907188914528\n",
      "RE1100L : (-1.9634741239748856, 1.9634741239748856) 0.05107907188914528\n",
      "RE1135G : (-1.9634741239748856, 1.9634741239748856) 0.05107907188914528\n",
      "RE1135L : (-1.9634741239748856, 1.9634741239748856) 0.05107907188914528\n",
      "RE1447M : (-3.970853654340484, 3.970853654340484) 0.05107907188914528\n",
      "RE1711M : (-1.3673710656485294, 1.3673710656485294) 0.05107907188914528\n",
      "RE1804M : (-5.4571345943180365, 5.4571345943180365) 0.05107907188914159\n",
      "RE1807M : (-5.4571345943180365, 5.4571345943180365) 0.05107907188914454\n",
      "RE1836M : (-6.089794727063991, 6.089794727063991) 0.05107907188914454\n",
      "RE1860E : (-4.328405658958567, 4.328405658958567) 0.05107907188914454\n",
      "RE1916X : (-5.56711948795167, 5.56711948795167) 0.05107907188914454\n",
      "RE2051G : (-4.450881315273369, 4.450881315273369) 0.05107907188914454\n",
      "RE2051R : (-4.450881315273369, 4.450881315273369) 0.05107907188914454\n",
      "RE2269E : (-0.0, 0.0) 0.05107907188914454\n",
      "RE2272L : (-5.2720231890610485, 5.2720231890610485) 0.05107907188914454\n",
      "RE2296X : (-5.56711948795167, 5.56711948795167) 0.05107907188914454\n",
      "RE2349M : (-0.7570232465074596, 0.7570232465074596) 0.05107907188914454\n",
      "RE2410N : (-6.389910925071665, 6.389910925071665) 0.05107907188914454\n",
      "RE2513E : (-0.0426443374084937, 0.0426443374084937) 0.05107907188914454\n",
      "RE2513N : (-0.0285691521967709, 0.0285691521967709) 0.05107907188914454\n",
      "RE2514E : (-0.0426443374084937, 0.0426443374084937) 0.05107907188914454\n",
      "RE2514N : (-0.0285691521967709, 0.0285691521967709) 0.05107907188914454\n",
      "RE2522X : (-5.56711948795167, 5.56711948795167) 0.05107907188914454\n",
      "RE2523X : (-5.56711948795167, 5.56711948795167) 0.05107907188914454\n",
      "RE2524X : (-5.56711948795167, 5.56711948795167) 0.05107907188914454\n",
      "RE2525X : (-5.56711948795167, 5.56711948795167) 0.05107907188914454\n",
      "RE2541E : (-0.0285691521967709, 0.0285691521967709) 0.05107907188914454\n",
      "RE2541L : (-4.931210274803932, 4.931210274803932) 0.05107907188914454\n",
      "RE2625M : (-5.4571345943180365, 5.4571345943180365) 0.05107907188914454\n",
      "RE2626M : (-5.4571345943180365, 5.4571345943180365) 0.05107907188914454\n",
      "RE2888N : (-0.0285691521967709, 0.0285691521967709) 0.05107907188914454\n",
      "RE2921X : (-2.137503523749935, 2.137503523749935) 0.05107907188914454\n",
      "RE3000M : (-7.796429035242308, 7.796429035242308) 0.05107907188914454\n",
      "RE3001M : (-4.88410945135923, 4.88410945135923) 0.05107907188914454\n",
      "RE3072X : (-4.915042791371977, 4.915042791371977) 0.05107907188914454\n",
      "RE3075X : (-0.3673710656485294, 0.3673710656485294) 0.05107907188914454\n",
      "RE3104R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3106R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3112R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3113R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3119R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3121R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3122R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3123R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3125R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3126R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3134C : (-2.899175630480513, 2.899175630480513) 0.05107907188914454\n",
      "RE3134R : (-2.899175630480513, 2.899175630480513) 0.05107907188914454\n",
      "RE3147R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3150R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3152R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3153R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3154R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3155R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3158X : (-3.863938450423972, 3.863938450423972) 0.05107907188914454\n",
      "RE3162R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3163R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3164R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3166R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3167R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3168R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3169R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3171R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3172R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3173R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3175R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3176R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3218L : (-1.9634741239748856, 1.9634741239748856) 0.05107907188914454\n",
      "RE3218R : (-1.9634741239748856, 1.9634741239748856) 0.05107907188914454\n",
      "RE3220L : (-1.9634741239748856, 1.9634741239748856) 0.05107907188914454\n",
      "RE3220R : (-1.9634741239748856, 1.9634741239748856) 0.05107907188914454\n",
      "RE3227R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3228R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3229R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3230R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3231R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3232R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3234R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3235R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3236R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3242R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3243R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3244R : (-6.245457632609671, 6.245457632609671) 0.05107907188914454\n",
      "RE3248X : (-2.137503523749935, 2.137503523749935) 0.05107907188914454\n",
      "RE3268R : (-0.0426443374084937, 0.0426443374084937) 0.05107907188914454\n",
      "RE3338C : (-5.759954742011304, 5.759954742011304) 0.05107907188914454\n",
      "RE3340C : (-5.759954742011304, 5.759954742011304) 0.05107907188914454\n",
      "RE3381E : (-0.0285691521967709, 0.0285691521967709) 0.05107907188914454\n",
      "RE3381L : (-4.931210274803932, 4.931210274803932) 0.05107907188914454\n",
      "RE3448C : (-5.759954742011304, 5.759954742011304) 0.05107907188914454\n",
      "RE3470M : (-3.5185351389821804, 3.5185351389821804) 0.05107907188914454\n",
      "RE3470X : (-3.5185351389821804, 3.5185351389821804) 0.05107907188914454\n",
      "RE3476M : (-3.5185351389821804, 3.5185351389821804) 0.05107907188914454\n",
      "RE3476X : (-3.5185351389821804, 3.5185351389821804) 0.05107907188914454\n",
      "RE3520N : (-9.427962277407396, 9.427962277407396) 0.05107907188914454\n",
      "RE3564C : (-5.759954742011304, 5.759954742011304) 0.05107907188914454\n",
      "RE3587N : (-8.026689418978547, 8.026689418978547) 0.05107907188914454\n",
      "RE3596M : (-3.5185351389821804, 3.5185351389821804) 0.05107907188914454\n",
      "RE3596X : (-3.5185351389821804, 3.5185351389821804) 0.05107907188914454\n",
      "RE3627C : (-5.759954742011304, 5.759954742011304) 0.05107907188914454\n",
      "2MB2COAc : (-8.04690571867125, 8.04690571867125) 0.05107907188914454\n",
      "3HBCOARc : (-8.04690571867125, 8.04690571867125) 0.05107907188914454\n",
      "ADPCOACROT : (-2.035623909730721, 2.035623909730721) 0.05107907188914454\n",
      "C10DCCACT : (-3.739848102699328, 3.739848102699328) 0.05107907188914454\n",
      "C141ACBP : (-8.04690571867125, 8.04690571867125) 0.05107907188914454\n",
      "C142ACBP : (-8.04690571867125, 8.04690571867125) 0.05107907188914454\n",
      "C162ACBP : (-8.04690571867125, 8.04690571867125) 0.05107907188914454\n",
      "C2tcx : (-3.739848102699328, 3.739848102699328) 0.05107907188914454\n",
      "C4DCCACT : (-3.739848102699328, 3.739848102699328) 0.05107907188914454\n",
      "C4tcx : (-3.739848102699328, 3.739848102699328) 0.05107907188914454\n",
      "C4tmc : (-3.739848102699328, 3.739848102699328) 0.05107907188914454\n",
      "C4x : (-2.035623909730721, 2.035623909730721) 0.05107907188914454\n",
      "C6COAt : (-2.035623909730721, 2.035623909730721) 0.05107907188914454\n",
      "C6CRNtcx : (-3.739848102699328, 3.739848102699328) 0.05107907188914454\n",
      "C6DCCACT : (-3.739848102699328, 3.739848102699328) 0.05107907188914454\n",
      "C9BRxtc : (-3.739848102699328, 3.739848102699328) 0.05107907188914454\n",
      "FAOXC12DCTc : (-3.739848102699328, 3.739848102699328) 0.05107907188914454\n",
      "FAOXC12DCx : (-2.035623909730721, 2.035623909730721) 0.05107907188914454\n",
      "GLUTCOAACBP : (-8.04690571867125, 8.04690571867125) 0.05107907188914454\n",
      "HDCACBP : (-8.04690571867125, 8.04690571867125) 0.05107907188914454\n",
      "HDDACBP : (-8.04690571867125, 8.04690571867125) 0.05107907188914454\n",
      "HDECAACBP : (-8.04690571867125, 8.04690571867125) 0.05107907188914454\n",
      "HDECEACBP : (-8.04690571867125, 8.04690571867125) 0.05107907188914454\n",
      "HEXDICOAACBP : (-8.04690571867125, 8.04690571867125) 0.05107907188914454\n",
      "HIVCACBP : (-8.04690571867125, 8.04690571867125) 0.05107907188914454\n",
      "HOCDACBP : (-8.04690571867125, 8.04690571867125) 0.05107907188914454\n",
      "HOCTDACBP : (-8.04690571867125, 8.04690571867125) 0.05107907188914454\n",
      "HTDCACBP : (-8.04690571867125, 8.04690571867125) 0.05107907188914454\n",
      "OCD11CRNCACT : (-3.739848102699328, 3.739848102699328) 0.05107907188914454\n",
      "OCD11CRNCPT2 : (-2.613531652917927, 2.613531652917927) 0.05107907188914454\n",
      "OCTDEC2ACBP : (-8.04690571867125, 8.04690571867125) 0.05107907188914454\n",
      "OCTDECCACT : (-3.739848102699328, 3.739848102699328) 0.05107907188914454\n",
      "OCTDECCPT2 : (-2.613531652917927, 2.613531652917927) 0.05107907188914454\n",
      "SEBCOACROT : (-2.035623909730721, 2.035623909730721) 0.05107907188914454\n",
      "SUBERCACT : (-3.739848102699328, 3.739848102699328) 0.05107907188914454\n",
      "SUBERCROT : (-2.035623909730721, 2.035623909730721) 0.05107907188914454\n",
      "SUCCCROT : (-2.035623909730721, 2.035623909730721) 0.05107907188914454\n",
      "CYSSNAT5tc : (-0.1890338243900171, 0.1890338243900171) 0.05107907188914454\n",
      "GLYSARCNc : (-5.2720231890610485, 5.2720231890610485) 0.05107907188914454\n",
      "HPETFABP1tc : (-0.0, 0.0) 0.05107907188914454\n",
      "LEULEULAPc : (-5.90977310414164, 5.90977310414164) 0.05107907188914454\n",
      "OCDEAFABP1tc : (-0.0, 0.0) 0.051079071889140265\n",
      "PEHSFABPe : (-0.0, 0.0) 0.051079071889140265\n",
      "PMTCOAFABP1tc : (-0.0, 0.0) 0.05107907188915092\n",
      "PROGLYPRO1c : (-5.296090262683962, 5.296090262683962) 0.051079071889148016\n",
      "RPEc : (-5.043519493662743, 5.043519493662743) 0.051079071889148016\n",
      "OROTGLUt : (-0.0, 0.0) 0.051079071889148016\n",
      "5HOXINDOAtr : (-0.0840642647884745, 0.0840642647884745) 0.051079071889148016\n",
      "LKYNRtr2 : (-0.1634987322828795, 0.1634987322828795) 0.051079071889148016\n",
      "LKYNRtr3 : (-1.9634741239748856, 1.9634741239748856) 0.051079071889148016\n",
      "HKYNRtr : (-5.475733430966398, 5.475733430966398) 0.051079071889148016\n",
      "QULNtr : (-0.0, 0.0) 0.051079071889148016\n",
      "BETBGTtc : (-0.4854268271702416, 0.4854268271702416) 0.051079071889148016\n",
      "BUTSMCT1 : (-0.0, 0.0) 0.051079071889148016\n",
      "DOPAENT4tc : (-1.070389327891398, 1.070389327891398) 0.051079071889148016\n",
      "FOLOAT1tc : (-0.0, 0.0) 0.051079071889148016\n",
      "GABABGTtc : (-0.4854268271702416, 0.4854268271702416) 0.051079071889148016\n",
      "GSNt2r : (-0.1110313123887439, 0.1110313123887439) 0.051079071889148016\n",
      "NACSMCTte : (-0.0, 0.0) 0.051079071889148016\n",
      "PPASMCT1 : (-0.0, 0.0) 0.051079071889148016\n",
      "PYRSMCT1 : (-0.0, 0.0) 0.05107907188914532\n",
      "SRTNENT4tc : (-1.070389327891398, 1.070389327891398) 0.05107907188914532\n",
      "ACRNte : (-2.4195388915137843, 2.4195388915137843) 0.05107907188914532\n",
      "15KPROSTGF2c : (-1.0356239097307212, 1.0356239097307212) 0.05107907188914532\n",
      "C02712te : (-3.130930869826449, 3.130930869826449) 0.05107907188914532\n",
      "C03990t : (-0.0426443374084937, 0.0426443374084937) 0.05107907188914532\n",
      "GLYNATm : (-0.0, 0.0) 0.05107907188914532\n",
      "HOMOVALte : (-0.01435529297707, 0.01435529297707) 0.05107907188914532\n",
      "DHCHOLESTANATEt : (-0.0426443374084937, 0.0426443374084937) 0.05107907188914532\n",
      "THCHOLSTOICt : (-0.0426443374084937, 0.0426443374084937) 0.05107907188914532\n",
      "XOL7AH3t : (-0.0426443374084937, 0.0426443374084937) 0.05107907188914532\n",
      "XOL7AONEt : (-0.0426443374084937, 0.0426443374084937) 0.05107907188914532\n",
      "7KILTCHOLt : (-0.0426443374084937, 0.0426443374084937) 0.05107907188914532\n",
      "BUTt2r : (-5.761019265240484, 5.761019265240484) 0.05107907188914532\n",
      "CYTDt2r : (-0.1110313123887439, 0.1110313123887439) 0.05107907188914532\n",
      "GALt2_2 : (-0.0285691521967709, 0.0285691521967709) 0.05107907188910026\n",
      "GLYPROPRO1c : (-5.296090262683962, 5.296090262683962) 0.05107907188910026\n",
      "INSt2 : (-0.1110313123887439, 0.1110313123887439) 0.05107907188910026\n",
      "THMDt2r : (-0.1110313123887439, 0.1110313123887439) 0.05107907188910026\n",
      "URIt2r : (-0.1110313123887439, 0.1110313123887439) 0.05107907188910026\n",
      "CE4970te : (-0.0, 0.0) 0.05107907188910026\n",
      "CE2026te : (-0.0, 0.0) 0.05107907188910026\n",
      "CE4968te : (-0.0, 0.0) 0.05107907188910026\n",
      "2M3OVCOAm : (-5.636044526028037, 5.636044526028037) 0.05107907188910026\n",
      "PPIOGLYc : (-0.0, 0.0) 0.05107907188910026\n",
      "TIGGLYc : (-0.0, 0.0) 0.05107907188910026\n",
      "3OHGLUTACOAT3t : (-0.01435529297707, 0.01435529297707) 0.05107907188910026\n",
      "APRGSTRNt1e : (-3.196921733820329, 3.196921733820329) 0.05107907188910026\n",
      "2HYDOGOAT3t : (-0.01435529297707, 0.01435529297707) 0.05107907188910026\n",
      "GLUTAROAT3t : (-0.01435529297707, 0.01435529297707) 0.05107907188910026\n",
      "T4HCINNMte : (-0.070389327891398, 0.070389327891398) 0.05107907188910026\n",
      "MMAt2e : (-0.0976107966264223, 0.0976107966264223) 0.05107907188910026\n",
      "GLCRt1 : (-0.1634987322828795, 0.1634987322828795) 0.05107907188910026\n",
      "2HYOXPLCte : (-5.761019265240484, 5.761019265240484) 0.05107907188910026\n",
      "N8ASPMDte : (-0.2868811477881615, 0.2868811477881615) 0.05107907188910026\n",
      "MHISTAte : (-1.2265085298086795, 1.2265085298086795) 0.05107907188910026\n",
      "CE4890te2 : (-0.1505596765753814, 0.1505596765753814) 0.05107907188910026\n",
      "C09642te : (-0.1505596765753814, 0.1505596765753814) 0.05107907188910026\n",
      "2OBUTt : (-2.794935662803536, 2.794935662803536) 0.05107907188910026\n",
      "TYMte2 : (-1.070389327891398, 1.070389327891398) 0.05107907188910026\n",
      "TRYPTAte : (-1.070389327891398, 1.070389327891398) 0.05107907188910026\n",
      "CE4890te : (-1.070389327891398, 1.070389327891398) 0.05107907188910026\n",
      "MLTHFte2 : (-3.196921733820329, 3.196921733820329) 0.05107907188910026\n",
      "GGTe_1 : (-3.00539998774259, 3.00539998774259) 0.05107907188910026\n",
      "DACGST : (-1.7355221772965377, 1.7355221772965377) 0.05107907188910026\n",
      "ALLOPtepvb : (-0.0, 0.0) 0.05107907188910026\n",
      "ATVACIDMCTtu : (-5.761019265240484, 5.761019265240484) 0.05107907188910026\n",
      "ATVACIDOATPtu : (-3.18269229751619, 3.18269229751619) 0.05107907188910026\n",
      "CRVSthc : (-0.0, 0.0) 0.05107907188910026\n",
      "FVStu : (-3.18269229751619, 3.18269229751619) 0.05107907188910026\n",
      "IBUP_Rshep : (-2.797012977836145, 2.797012977836145) 0.05107907188910026\n",
      "OXYPthc : (-0.0, 0.0) 0.05107907188910026\n",
      "PVSOATPtu : (-3.18269229751619, 3.18269229751619) 0.05107907188910026\n",
      "SMVthep : (-0.0, 0.0) 0.05107907188910026\n",
      "TMDOATthc : (-0.0, 0.0) 0.05107907188914137\n",
      "number of reversible, OR reactions = 1325\n",
      "number of forward, OR reactions = 2647\n",
      "HMR_3905 : (0, 11.345477903059786) 0.05107907188914137\n",
      "HMR_4099 : (0, 2.785592398704231) 0.05107907188914137\n",
      "HMR_4283 : (0, 7.201287936700914) 0.05107907188914137\n",
      "HMR_8357 : (0, 24.876341880077664) 0.05107907188914137\n",
      "HMR_4379 : (0, 15.685884278574854) 0.051079071889144116\n",
      "HMR_4301 : (0, 19.019308012300044) 0.05107907188914355\n",
      "HMR_4355 : (0, 18.270555724503918) 0.05107907188914355\n",
      "HMR_4358 : (0, 19.280229785836717) 0.05107907188914355\n",
      "HMR_4370 : (0, 7.237047394408476) 0.05107907188914355\n",
      "HMR_4377 : (0, 0.0565835283663675) 0.05107907188914355\n",
      "HMR_4394 : (0, 20.58806544181336) 0.05107907188914355\n",
      "HMR_4521 : (0, 5.197314999473818) 0.05107907188914355\n",
      "HMR_7746 : (0, 15.636197937486457) 0.05107907188914355\n",
      "HMR_8652 : (0, 5.197314999473818) 0.05107907188914355\n",
      "HMR_3989 : (0, 10.13341325173698) 0.05107907188914355\n",
      "HMR_4837 : (0, 4.521704074502276) 0.05107907188914355\n",
      "HMR_5395 : (0, 6.203886312901029) 0.05107907188914355\n",
      "HMR_5396 : (0, 9.683569585767977) 0.05107907188914355\n",
      "HMR_5398 : (0, 15.827509431776422) 0.05107907188914355\n",
      "HMR_5401 : (0, 15.827509431776422) 0.05107907188914355\n",
      "HMR_8568 : (0, 3.148066762993816) 0.05107907188914355\n",
      "HMR_8569 : (0, 3.148066762993816) 0.05107907188914355\n",
      "HMR_8570 : (0, 3.148066762993816) 0.05107907188914355\n",
      "HMR_8571 : (0, 3.148066762993816) 0.05107907188914355\n",
      "HMR_8572 : (0, 3.148066762993816) 0.05107907188914355\n",
      "HMR_8573 : (0, 3.148066762993816) 0.05107907188914355\n",
      "HMR_8574 : (0, 3.148066762993816) 0.05107907188914355\n",
      "HMR_8575 : (0, 3.148066762993816) 0.05107907188914355\n",
      "HMR_8576 : (0, 3.148066762993816) 0.05107907188914355\n",
      "HMR_8577 : (0, 3.148066762993816) 0.05107907188914355\n",
      "HMR_8578 : (0, 3.148066762993816) 0.05107907188914355\n",
      "HMR_8579 : (0, 3.148066762993816) 0.05107907188914355\n",
      "HMR_8581 : (0, 3.148066762993816) 0.05107907188914355\n",
      "HMR_8591 : (0, 3.258247545889755) 0.05107907188914355\n",
      "HMR_8580 : (0, 3.148066762993816) 0.05107907188914355\n",
      "HMR_8582 : (0, 3.148066762993816) 0.05107907188914355\n",
      "HMR_8587 : (0, 3.258247545889755) 0.05107907188914355\n",
      "HMR_4130 : (0, 9.577447711355111) 0.05107907188914355\n",
      "HMR_4303 : (0, 8.684512300591853) 0.05107907188914355\n",
      "HMR_4414 : (0, 11.484338306963629) 0.05107907188914355\n",
      "HMR_4416 : (0, 22.582225114708628) 0.05107907188914355\n",
      "HMR_7674 : (0, 9.583549169770698) 0.05107907188914355\n",
      "HMR_4297 : (0, 11.296264394696458) 0.05107907188914355\n",
      "HMR_4317 : (0, 15.590310396086963) 0.05107907188914355\n",
      "HMR_4318 : (0, 15.590310396086963) 0.05107907188914355\n",
      "HMR_4319 : (0, 15.203238530210351) 0.05107907188914355\n",
      "HMR_4320 : (0, 15.590310396086963) 0.05107907188914355\n",
      "HMR_4356 : (0, 18.270555724503918) 0.05107907188914355\n",
      "HMR_4385 : (0, 14.885355374717015) 0.05107907188914355\n",
      "HMR_4386 : (0, 13.838744431205008) 0.05107907188914355\n",
      "HMR_4387 : (0, 10.058434332161632) 0.05107907188914355\n",
      "HMR_4490 : (0, 15.203238530210351) 0.05107907188914355\n",
      "HMR_4706 : (0, 13.869929757760845) 0.05107907188914355\n",
      "HMR_4591 : (0, 9.142311318245959) 0.05107907188914355\n",
      "HMR_8341 : (0, 22.843572130393156) 0.05107907188914355\n",
      "HMR_1568 : (0, 7.201287936700914) 0.05107907188914355\n",
      "HMR_3853 : (0, 11.587369491849909) 0.05107907188914355\n",
      "HMR_3854 : (0, 12.903943588148461) 0.05107907188914355\n",
      "HMR_3855 : (0, 12.903943588148461) 0.05107907188914355\n",
      "HMR_3857 : (0, 10.654223208333342) 0.05107907188914355\n",
      "HMR_3859 : (0, 5.5364819138504915) 0.05107907188914355\n",
      "HMR_4087 : (0, 7.018122268394903) 0.05107907188914355\n",
      "HMR_4089 : (0, 6.629167162836876) 0.05107907188914355\n",
      "HMR_4091 : (0, 7.018122268394903) 0.05107907188914355\n",
      "HMR_4193 : (0, 10.997718626275464) 0.05107907188914355\n",
      "HMR_8497 : (0, 22.843572130393156) 0.05107907188914355\n",
      "HMR_8500 : (0, 22.843572130393156) 0.05107907188914355\n",
      "HMR_8503 : (0, 21.85941049517448) 0.05107907188914355\n",
      "HMR_8504 : (0, 24.876341880077664) 0.05107907188914355\n",
      "HMR_8506 : (0, 24.876341880077664) 0.05107907188914355\n",
      "HMR_8507 : (0, 11.345477903059786) 0.05107907188914355\n",
      "HMR_8508 : (0, 11.345477903059786) 0.05107907188914355\n",
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      "HMR_5612 : (0, 10.459796344856066) 0.05107907188910458\n",
      "HMR_5613 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5614 : (0, 13.737781092155831) 0.05107907188910458\n",
      "HMR_5615 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5616 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5617 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5618 : (0, 10.459796344856066) 0.05107907188910458\n",
      "HMR_5619 : (0, 10.459796344856066) 0.05107907188910458\n",
      "HMR_5620 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5621 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5622 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5623 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5624 : (0, 10.459796344856066) 0.05107907188910458\n",
      "HMR_5625 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5626 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5627 : (0, 10.459796344856066) 0.05107907188910458\n",
      "HMR_5628 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5629 : (0, 10.459796344856066) 0.05107907188910458\n",
      "HMR_5630 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5631 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5632 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5633 : (0, 13.737781092155831) 0.05107907188910458\n",
      "HMR_5634 : (0, 10.459796344856066) 0.05107907188910458\n",
      "HMR_5635 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5636 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5637 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5638 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5639 : (0, 13.737781092155831) 0.05107907188910458\n",
      "HMR_5640 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5641 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5642 : (0, 10.459796344856066) 0.05107907188910458\n",
      "HMR_5643 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5644 : (0, 13.737781092155831) 0.05107907188910458\n",
      "HMR_5645 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5646 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5647 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5648 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5649 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5650 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5651 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5652 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5653 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5654 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5655 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5656 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5657 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5658 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5659 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5660 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5661 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5662 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5663 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5664 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5665 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5666 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5667 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5668 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5669 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5670 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5671 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5672 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5673 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5674 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5675 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5676 : (0, 9.22955187413994) 0.05107907188910458\n",
      "HMR_5708 : (0, 13.737781092155831) 0.05107907188910458\n",
      "HMR_5709 : (0, 13.737781092155831) 0.05107907188910458\n",
      "HMR_5710 : (0, 13.737781092155831) 0.05107907188910458\n",
      "HMR_5717 : (0, 13.737781092155831) 0.05107907188910458\n",
      "HMR_5719 : (0, 17.869535183140645) 0.05107907188910458\n",
      "HMR_5753 : (0, 10.459796344856066) 0.05107907188910458\n",
      "HMR_5754 : (0, 10.459796344856066) 0.05107907188910458\n",
      "HMR_5755 : (0, 10.459796344856066) 0.05107907188910458\n",
      "HMR_5760 : (0, 10.459796344856066) 0.05107907188910458\n",
      "HMR_5764 : (0, 10.459796344856066) 0.05107907188910458\n",
      "HMR_5783 : (0, 13.737781092155831) 0.05107907188910458\n",
      "HMR_5784 : (0, 10.459796344856066) 0.05107907188910458\n",
      "HMR_5785 : (0, 13.737781092155831) 0.05107907188910458\n",
      "HMR_5790 : (0, 13.737781092155831) 0.05107907188910458\n",
      "HMR_5793 : (0, 10.459796344856066) 0.05107907188910458\n",
      "HMR_5842 : (0, 5.721577291091161) 0.05107907188910458\n",
      "HMR_5873 : (0, 12.881121032999756) 0.05107907188910458\n",
      "HMR_5987 : (0, 6.057140514402635) 0.05107907188910458\n",
      "HMR_5989 : (0, 42.14840900566784) 0.05107907188910458\n",
      "HMR_5990 : (0, 13.443727955212808) 0.05107907188910458\n",
      "HMR_5994 : (0, 0.0) 0.05107907188910458\n",
      "HMR_5996 : (0, 6.8847493129999915) 0.05107907188910458\n",
      "HMR_5998 : (0, 25.94675800877925) 0.05107907188910458\n",
      "HMR_6058 : (0, 0.8347112158047247) 0.05107907188910458\n",
      "HMR_6059 : (0, 4.857881495486794) 0.05107907188910458\n",
      "HMR_6096 : (0, 7.230736430563477) 0.05107907188910458\n",
      "HMR_6098 : (0, 7.27338076797197) 0.05107907188910458\n",
      "HMR_6101 : (0, 11.693540348773046) 0.05107907188910458\n",
      "HMR_6129 : (0, 13.99212596572837) 0.05107907188910458\n",
      "HMR_6242 : (0, 0.0565835283663675) 0.05107907188910458\n",
      "HMR_6246 : (0, 6.141108565358864) 0.05107907188910458\n",
      "HMR_6247 : (0, 2.605055665118654) 0.05107907188910458\n",
      "HMR_6249 : (0, 3.2392758258825576) 0.05107907188910458\n",
      "HMR_6268 : (0, 4.477159211186641) 0.05107907188910458\n",
      "HMR_6275 : (0, 3.1676148407551112) 0.05107907188910458\n",
      "HMR_6351 : (0, 0.1267086021969682) 0.05107907188910458\n",
      "HMR_6352 : (0, 0.2377399145857121) 0.05107907188910458\n",
      "HMR_6353 : (0, 0.1536756497972376) 0.05107907188910458\n",
      "HMR_6354 : (0, 0.1536756497972376) 0.05107907188910458\n",
      "HMR_6369 : (0, 7.567073081174141) 0.05107907188910458\n",
      "HMR_6371 : (0, 5.431736605912157) 0.05107907188910458\n",
      "HMR_6372 : (0, 5.431736605912157) 0.05107907188910458\n",
      "HMR_6373 : (0, 5.431736605912157) 0.05107907188910458\n",
      "HMR_6374 : (0, 5.431736605912157) 0.05107907188910458\n",
      "HMR_6375 : (0, 15.95777138800925) 0.05107907188910458\n",
      "HMR_6377 : (0, 11.586197164243442) 0.05107907188910458\n",
      "HMR_6379 : (0, 8.026427471751598) 0.05107907188910458\n",
      "HMR_6380 : (0, 15.118236060202497) 0.05107907188910458\n",
      "HMR_6381 : (0, 15.118236060202497) 0.05107907188910458\n",
      "HMR_6382 : (0, 15.118236060202497) 0.05107907188910458\n",
      "HMR_6383 : (0, 8.026427471751598) 0.05107907188910458\n",
      "HMR_6384 : (0, 9.018936647308898) 0.05107907188910458\n",
      "HMR_6525 : (0, 9.522049323012721) 0.05107907188910458\n",
      "HMR_6526 : (0, 1.999855723281955) 0.05107907188910458\n",
      "HMR_6527 : (0, 12.346117158586386) 0.05107907188910458\n",
      "HMR_6532 : (0, 5.62147251603048) 0.05107907188910458\n",
      "HMR_6534 : (0, 4.404299521135055) 0.05107907188910458\n",
      "HMR_6733 : (0, 0.0565835283663675) 0.05107907188910458\n",
      "HMR_7568 : (0, 9.50921905591433) 0.05107907188910458\n",
      "HMR_7569 : (0, 9.50921905591433) 0.05107907188910458\n",
      "HMR_7629 : (0, 25.905010194914063) 0.05107907188910458\n",
      "HMR_7630 : (0, 1.0813614449813476) 0.05107907188910458\n",
      "HMR_7631 : (0, 2.0413507667329105) 0.05107907188910458\n",
      "HMR_7632 : (0, 1.970411945389473) 0.05107907188910458\n",
      "HMR_7633 : (0, 0.0840642647884745) 0.05107907188910458\n",
      "HMR_7634 : (0, 0.0840642647884745) 0.05107907188910458\n",
      "HMR_7635 : (0, 0.0840642647884745) 0.05107907188910458\n",
      "HMR_7636 : (0, 0.0840642647884745) 0.05107907188910458\n",
      "HMR_7637 : (0, 0.0840642647884745) 0.05107907188910458\n",
      "HMR_7639 : (0, 2.5003737511064608) 0.05107907188910458\n",
      "HMR_7651 : (0, 7.27338076797197) 0.05107907188910458\n",
      "HMR_7680 : (0, 1.2754838926672876) 0.05107907188910458\n",
      "HMR_7691 : (0, 8.013671636388137) 0.05107907188910458\n",
      "HMR_7692 : (0, 8.013671636388137) 0.05107907188910458\n",
      "HMR_7699 : (0, 0.3103401206121505) 0.05107907188910458\n",
      "HMR_7902 : (0, 4.200943711535937) 0.05107907188910458\n",
      "HMR_7946 : (0, 0.0426443374084937) 0.05107907188910458\n",
      "HMR_8075 : (0, 15.948615808755811) 0.05107907188910458\n",
      "HMR_8076 : (0, 7.60757189685113) 0.05107907188910458\n",
      "HMR_8077 : (0, 7.60757189685113) 0.05107907188910458\n",
      "HMR_8364 : (0, 15.948615808755811) 0.05107907188910458\n",
      "HMR_8551 : (0, 0.0426443374084937) 0.05107907188910458\n",
      "HMR_8632 : (0, 0.0426443374084937) 0.05107907188910458\n",
      "HMR_8658 : (0, 6.07873790918186) 0.05107907188910458\n",
      "HMR_8659 : (0, 0.0569996303855637) 0.05107907188910458\n",
      "HMR_8660 : (0, 0.0426443374084937) 0.05107907188910458\n",
      "HMR_8677 : (0, 4.595414742490849) 0.05107907188910458\n",
      "HMR_8847 : (0, 3.2396919279017538) 0.05107907188910458\n",
      "HMR_8879 : (0, 0.0569996303855637) 0.05107907188910458\n",
      "HMR_8912 : (0, 5.162415499361397) 0.05107907188910458\n",
      "HMR_8917 : (0, 2.694545939013654) 0.05107907188910458\n",
      "HMR_8925 : (0, 4.103277064228584) 0.05107907188910458\n",
      "HMR_8939 : (0, 8.060891011068234) 0.05107907188910458\n",
      "HMR_8940 : (0, 8.060891011068234) 0.05107907188910458\n",
      "HMR_8941 : (0, 8.060891011068234) 0.05107907188910458\n",
      "HMR_8942 : (0, 8.060891011068234) 0.05107907188910458\n",
      "HMR_8943 : (0, 8.060891011068234) 0.05107907188910458\n",
      "HMR_8944 : (0, 8.060891011068234) 0.05107907188910458\n",
      "HMR_8945 : (0, 8.060891011068234) 0.05107907188910458\n",
      "HMR_8946 : (0, 8.060891011068234) 0.05107907188910458\n",
      "HMR_8947 : (0, 8.060891011068234) 0.05107907188910458\n",
      "HMR_9196 : (0, 0.2083923997906762) 0.05107907188910458\n",
      "HMR_9590 : (0, 4.200943711535937) 0.05107907188910458\n",
      "HMR_9591 : (0, 2.2495363599837512) 0.05107907188910458\n",
      "HMR_9592 : (0, 2.2495363599837512) 0.05107907188910458\n",
      "HMR_9593 : (0, 2.2495363599837512) 0.05107907188910458\n",
      "HMR_9594 : (0, 2.2495363599837512) 0.05107907188910458\n",
      "HMR_9595 : (0, 2.2495363599837512) 0.05107907188910458\n",
      "HMR_9596 : (0, 2.2495363599837512) 0.05107907188910458\n",
      "HMR_9597 : (0, 2.2495363599837512) 0.05107907188910458\n",
      "HMR_9598 : (0, 2.2495363599837512) 0.05107907188910458\n",
      "HMR_9599 : (0, 2.2495363599837512) 0.05107907188910458\n",
      "HMR_9600 : (0, 2.2495363599837512) 0.05107907188910458\n",
      "HMR_9601 : (0, 8.830284851747525) 0.05107907188910458\n",
      "HMR_9613 : (0, 0.2917449917879338) 0.05107907188910458\n",
      "HMR_9615 : (0, 0.0565835283663675) 0.05107907188910458\n",
      "HMR_9616 : (0, 1.9745293124838816) 0.05107907188910458\n",
      "HMR_9619 : (0, 0.4310345303516141) 0.05107907188910458\n",
      "HMR_9623 : (0, 0.070389327891398) 0.05107907188910458\n",
      "HMR_9624 : (0, 0.070389327891398) 0.05107907188910458\n",
      "HMR_2590 : (0, 6.159386994213112) 0.0510790718891904\n",
      "HMR_3825 : (0, 5.58663865962748) 0.05107907188913086\n",
      "HMR_3864 : (0, 5.58663865962748) 0.05107907188912854\n",
      "HMR_4926 : (0, 10.743201443146644) 0.05107907188912757\n",
      "HMR_4997 : (0, 7.567073081174141) 0.05107907188913719\n",
      "HMR_5105 : (0, 2.8743248411980957) 0.05107907188913719\n",
      "HMR_5114 : (0, 11.312803559504687) 0.05107907188913719\n",
      "HMR_5122 : (0, 4.434321309573156) 0.05107907188913719\n",
      "HMR_5348 : (0, 25.94675800877925) 0.05107907188913719\n",
      "HMR_5349 : (0, 25.94675800877925) 0.05107907188913719\n",
      "HMR_5420 : (0, 12.749438732887544) 0.05107907188913719\n",
      "HMR_6301 : (0, 2.8743248411980957) 0.05107907188913719\n",
      "HMR_6302 : (0, 2.8743248411980957) 0.05107907188913719\n",
      "HMR_6307 : (0, 2.8743248411980957) 0.05107907188913719\n",
      "HMR_6308 : (0, 2.8743248411980957) 0.05107907188913719\n",
      "HMR_6313 : (0, 2.8743248411980957) 0.05107907188913719\n",
      "HMR_6314 : (0, 2.8743248411980957) 0.05107907188913719\n",
      "HMR_6317 : (0, 2.8743248411980957) 0.051079071889132875\n",
      "HMR_6318 : (0, 2.8743248411980957) 0.05107907188914126\n",
      "HMR_6321 : (0, 2.8743248411980957) 0.05107907188914126\n",
      "HMR_6323 : (0, 2.8743248411980957) 0.05107907188914126\n",
      "HMR_6324 : (0, 2.8743248411980957) 0.05107907188914126\n",
      "HMR_6327 : (0, 2.8743248411980957) 0.05107907188914126\n",
      "HMR_7638 : (0, 9.466756775942619) 0.05107907188912479\n",
      "HMR_3008 : (0, 34.1512169132858) 0.05107907188911964\n",
      "HMR_3011 : (0, 34.1512169132858) 0.05107907188911964\n",
      "HMR_3013 : (0, 34.1512169132858) 0.05107907188911964\n",
      "HMR_3014 : (0, 34.1512169132858) 0.05107907188911964\n",
      "HMR_3017 : (0, 34.1512169132858) 0.05107907188911964\n",
      "HMR_2585 : (0, 1.8894735425311093) 0.05107907188911964\n",
      "HMR_4907 : (0, 42.9392051166241) 0.05107907188911964\n",
      "HMR_5062 : (0, 1.3813387532082253) 0.05107907188911964\n",
      "HMR_7799 : (0, 45.39527544729838) 0.05107907188911964\n",
      "HMR_9199 : (0, 7.142228596048329) 0.05107907188911964\n",
      "HMR_4881 : (0, 4.498889086976804) 0.05107907188911964\n",
      "HMR_4906 : (0, 42.9392051166241) 0.05107907188911964\n",
      "HMR_0031 : (0, 22.53288308865711) 0.05107907188911964\n",
      "HMR_0032 : (0, 27.309056126125117) 0.05107907188911964\n",
      "13DAMPPOX : (0, 6.832664341293574) 0.05107907188911964\n",
      "3NTD7l : (0, 6.91771281961825) 0.05107907188911964\n",
      "5HOXINDACTOXm : (0, 11.407253145994117) 0.05107907188911964\n",
      "5HTRPVESSEC : (0, 0.0840642647884745) 0.05107907188911964\n",
      "ADRNLPVESSEC : (0, 0.0840642647884745) 0.05107907188911964\n",
      "ALKP : (0, 0.250649517582764) 0.05107907188911964\n",
      "BAMPPALDOXm : (0, 11.407253145994117) 0.05107907188911964\n",
      "C4STMO2r : (0, 12.163442375907128) 0.05107907188911964\n",
      "CAATPS : (0, 9.382381451344495) 0.05107907188911964\n",
      "CDS : (0, 4.70139380085249) 0.05107907188911964\n",
      "CDSm : (0, 4.70139380085249) 0.05107907188911964\n",
      "DESAT18_9 : (0, 11.928751341703254) 0.05107907188911964\n",
      "DOPAVESSEC : (0, 0.0840642647884745) 0.05107907188911964\n",
      "FAEL183 : (0, 13.251823853418319) 0.05107907188911964\n",
      "FAEL184 : (0, 13.251823853418319) 0.05107907188911964\n",
      "FAEL204 : (0, 13.251823853418319) 0.05107907188911964\n",
      "FAEL205 : (0, 13.251823853418319) 0.05107907188911964\n",
      "FAOXC140 : (0, 6.599704603132686) 0.05107907188911964\n",
      "FAOXC150m : (0, 6.599704603132686) 0.05107907188911964\n",
      "FAOXC160 : (0, 6.599704603132686) 0.05107907188911964\n",
      "FAOXC16080m : (0, 6.599704603132686) 0.05107907188911964\n",
      "FAOXC161802m : (0, 6.599704603132686) 0.05107907188911964\n",
      "FAOXC16180m : (0, 6.599704603132686) 0.05107907188911964\n",
      "FAOXC180 : (0, 6.599704603132686) 0.05107907188911964\n",
      "FAOXC1811601m : (0, 6.599704603132686) 0.05107907188911964\n",
      "FAOXC1811602m : (0, 6.599704603132686) 0.05107907188911964\n",
      "FAOXC1811603m : (0, 6.599704603132686) 0.05107907188911964\n",
      "FAOXC182806m : (0, 6.599704603132686) 0.05107907188911964\n",
      "FAOXC18280m : (0, 6.599704603132686) 0.05107907188911964\n",
      "FAOXC183803m : (0, 6.599704603132686) 0.05107907188911964\n",
      "FAOXC183806m : (0, 6.599704603132686) 0.05107907188911964\n",
      "FAOXC18480m : (0, 6.599704603132686) 0.05107907188911964\n",
      "FAOXC200180m : (0, 6.599704603132686) 0.05107907188911964\n",
      "FAOXC2031836m : (0, 6.599704603132686) 0.05107907188911964\n",
      "FAOXC204 : (0, 6.599704603132686) 0.05107907188911964\n",
      "FAOXC204184m : (0, 6.599704603132686) 0.05107907188911964\n",
      "FAOXC2051843m : (0, 6.599704603132686) 0.05107907188911964\n",
      "FAOXC2242046m : (0, 6.599704603132686) 0.05107907188911964\n",
      "FAOXC2252053m : (0, 6.599704603132686) 0.05107907188911964\n",
      "FAOXC226205m : (0, 6.599704603132686) 0.05107907188911964\n",
      "FAOXC80 : (0, 6.599704603132686) 0.05107907188911964\n",
      "GALNTg : (0, 31.51441915414272) 0.05107907188911964\n",
      "GLACOm : (0, 11.407253145994117) 0.05107907188911964\n",
      "HISTAVESSEC : (0, 0.0840642647884745) 0.05107907188911964\n",
      "HOXG : (0, 11.936394942196067) 0.05107907188911964\n",
      "LCADi_Dm : (0, 21.498739323281136) 0.05107907188911964\n",
      "LSTO2r : (0, 4.858478390423273) 0.05107907188911964\n",
      "MAOX : (0, 6.832664341293574) 0.05107907188911964\n",
      "NABTNOm : (0, 11.407253145994117) 0.05107907188911964\n",
      "NMNATr : (0, 2.0502578901169524) 0.05107907188911964\n",
      "NRPPHRVESSEC : (0, 0.0840642647884745) 0.05107907188911964\n",
      "PEFLIP : (0, 6.010589018080383) 0.05107907188911964\n",
      "PEFLIPm : (0, 4.933346019147923) 0.05107907188911964\n",
      "PSFLIP : (0, 4.933346019147923) 0.05107907188911964\n",
      "PSFLIPm : (0, 4.933346019147923) 0.05107907188911964\n",
      "RDH2a : (0, 13.7679679812453) 0.05107907188911964\n",
      "SIAASE : (0, 0.1243281350022017) 0.05107907188911964\n",
      "TREH : (0, 4.521704074502276) 0.05107907188911964\n",
      "r0093 : (0, 0.2953703879534839) 0.05107907188911964\n",
      "r0145 : (0, 0.070389327891398) 0.05107907188911964\n",
      "r0310 : (0, 18.37023517639011) 0.05107907188911964\n",
      "r0403 : (0, 0.2353594473909456) 0.05107907188911964\n",
      "r0510 : (0, 8.973457160183369) 0.05107907188911964\n",
      "r0511 : (0, 8.973457160183369) 0.05107907188911964\n",
      "r0753 : (0, 7.201287936700914) 0.05107907188911964\n",
      "r0755 : (0, 7.201287936700914) 0.05107907188911964\n",
      "r0757 : (0, 7.201287936700914) 0.05107907188911964\n",
      "r1165 : (0, 3.779049552837457) 0.05107907188911964\n",
      "r1186 : (0, 10.640865179822109) 0.05107907188911964\n",
      "r1251 : (0, 20.085905295297795) 0.05107907188911964\n",
      "r1252 : (0, 20.085905295297795) 0.05107907188911964\n",
      "r1253 : (0, 20.085905295297795) 0.05107907188911964\n",
      "r1259 : (0, 20.085905295297795) 0.05107907188911964\n",
      "r1433 : (0, 11.528121090111442) 0.05107907188910991\n",
      "r1446 : (0, 6.121728280974012) 0.0510790718891668\n",
      "r1447 : (0, 6.121728280974012) 0.0510790718891668\n",
      "r1448 : (0, 6.121728280974012) 0.0510790718891668\n",
      "r1449 : (0, 6.121728280974012) 0.0510790718891668\n",
      "r1450 : (0, 6.121728280974012) 0.0510790718891668\n",
      "r1451 : (0, 6.121728280974012) 0.0510790718891668\n",
      "RE0580R : (0, 17.941465330966352) 0.0510790718891668\n",
      "RE0924R : (0, 5.404890633357215) 0.0510790718891668\n",
      "RE0925R : (0, 5.404890633357215) 0.0510790718891668\n",
      "RE0927R : (0, 5.404890633357215) 0.0510790718891668\n",
      "RE0928R : (0, 5.404890633357215) 0.0510790718891668\n",
      "RE1050C : (0, 8.052520775276827) 0.0510790718891668\n",
      "RE1050L : (0, 7.956761792471395) 0.0510790718891668\n",
      "RE1519X : (0, 6.121728280974012) 0.0510790718891668\n",
      "RE1957G : (0, 8.370878989217823) 0.0510790718891668\n",
      "RE1957R : (0, 12.147006400453566) 0.0510790718891668\n",
      "RE2050R : (0, 1.8894735425311093) 0.0510790718891668\n",
      "RE2404R : (0, 5.404890633357215) 0.0510790718891668\n",
      "RE2405R : (0, 5.404890633357215) 0.0510790718891668\n",
      "RE2622R : (0, 5.404890633357215) 0.0510790718891668\n",
      "RE2912M : (0, 19.52950040525925) 0.05107907188906435\n",
      "RE2912X : (0, 19.896871470907776) 0.05107907188906435\n",
      "RE2972G : (0, 9.176671833882898) 0.05107907188906435\n",
      "RE2972M : (0, 9.176671833882898) 0.05107907188906435\n",
      "RE2972R : (0, 9.176671833882898) 0.05107907188906435\n",
      "RE2974G : (0, 8.370878989217823) 0.05107907188906435\n",
      "RE2974R : (0, 12.147006400453566) 0.05107907188906435\n",
      "RE3095L : (0, 7.956761792471395) 0.05107907188906435\n",
      "RE3103R : (0, 17.941465330966352) 0.05107907188906435\n",
      "RE3110R : (0, 17.941465330966352) 0.05107907188906435\n",
      "RE3120R : (0, 17.941465330966352) 0.05107907188906435\n",
      "RE3124R : (0, 17.941465330966352) 0.05107907188906435\n",
      "RE3148C : (0, 13.251823853418319) 0.05107907188906435\n",
      "RE3148R : (0, 17.941465330966352) 0.05107907188906435\n",
      "RE3151R : (0, 17.941465330966352) 0.05107907188906435\n",
      "RE3161R : (0, 17.941465330966352) 0.05107907188906435\n",
      "RE3165R : (0, 17.941465330966352) 0.05107907188906435\n",
      "RE3170R : (0, 17.941465330966352) 0.05107907188906435\n",
      "RE3174R : (0, 17.941465330966352) 0.05107907188906435\n",
      "RE3224R : (0, 17.941465330966352) 0.05107907188906435\n",
      "RE3225R : (0, 17.941465330966352) 0.05107907188906435\n",
      "RE3226R : (0, 17.941465330966352) 0.05107907188906435\n",
      "RE3241C : (0, 13.251823853418319) 0.05107907188906435\n",
      "RE3241R : (0, 17.941465330966352) 0.05107907188906435\n",
      "RE3287R : (0, 16.389725919654257) 0.05107907188906435\n",
      "RE3346M : (0, 15.771887010087163) 0.05107907188906435\n",
      "RE3434R : (0, 0.1778540252599495) 0.05107907188906435\n",
      "RE3474R : (0, 0.1778540252599495) 0.05107907188906435\n",
      "RE3514R : (0, 0.1778540252599495) 0.05107907188906435\n",
      "RE3624X : (0, 6.4086094287621735) 0.05107907188906435\n",
      "RN0001R : (0, 0.8196747226093001) 0.05107907188906435\n",
      "RN0020R : (0, 16.389725919654257) 0.05107907188906435\n",
      "RN0027R : (0, 16.389725919654257) 0.05107907188906435\n",
      "RN0029R : (0, 16.389725919654257) 0.05107907188906435\n",
      "RN0030R : (0, 16.389725919654257) 0.05107907188906435\n",
      "RN0032R : (0, 16.389725919654257) 0.05107907188906435\n",
      "DOCO13EFATP : (0, 12.010818079730825) 0.05107907188906435\n",
      "FAOXC102x : (0, 7.909389102265301) 0.05107907188906435\n",
      "FAOXC122x : (0, 7.909389102265301) 0.05107907188906435\n",
      "FAOXC123x : (0, 7.909389102265301) 0.05107907188906435\n",
      "FAOXC163x : (0, 7.909389102265301) 0.05107907188906435\n",
      "FAOXC164x : (0, 7.909389102265301) 0.05107907188906435\n",
      "FAOXC184x : (0, 7.909389102265301) 0.05107907188906435\n",
      "FAOXC225x : (0, 7.909389102265301) 0.05107907188906435\n",
      "FAOXC61x : (0, 7.909389102265301) 0.05107907188906435\n",
      "OCT11EFATP : (0, 12.010818079730825) 0.05107907188906435\n",
      "SUCCOAPET : (0, 5.121674412812078) 0.05107907188906435\n",
      "ASCBSVCTtc : (0, 3.1676148407551112) 0.05107907188906435\n",
      "CARhPTtc : (0, 8.11386663869919) 0.05107907188906435\n",
      "HIShPTtc : (0, 8.11386663869919) 0.05107907188906435\n",
      "FMNALKPle : (0, 6.987277657202486) 0.05107907188906435\n",
      "ARACHDFATPtc : (0, 6.3153524765189655) 0.05107907188906435\n",
      "FOLABCCte : (0, 15.954001237977263) 0.05107907188906435\n",
      "LGNCFATPtc : (0, 2.8681731187056867) 0.05107907188906435\n",
      "RIBFLVte : (0, 7.71906636053567) 0.05107907188906435\n",
      "XOLEST183CEH : (0, 5.3852032252540685) 0.05107907188906435\n",
      "XOLEST182CEH : (0, 5.3852032252540685) 0.05107907188906435\n",
      "XOLEST181CEH : (0, 5.3852032252540685) 0.05107907188906435\n",
      "XOLEST205CEH : (0, 5.3852032252540685) 0.05107907188906435\n",
      "XOLEST204CEH : (0, 5.3852032252540685) 0.05107907188906435\n",
      "XOLEST226CEH : (0, 5.3852032252540685) 0.05107907188906435\n",
      "C03990ATP : (0, 6.135321437548227) 0.05107907188906435\n",
      "C04483t1 : (0, 6.135321437548227) 0.05107907188906435\n",
      "C05463t1 : (0, 6.135321437548227) 0.05107907188906435\n",
      "CE1273t1 : (0, 6.135321437548227) 0.05107907188906435\n",
      "HC02195te : (0, 6.135321437548227) 0.05107907188906435\n",
      "HC02196te : (0, 6.135321437548227) 0.05107907188906435\n",
      "HC02194te : (0, 12.012083928329783) 0.05107907188906435\n",
      "HC02220te : (0, 13.562984592977305) 0.05107907188906435\n",
      "DHCHOLESTANATEATP : (0, 6.135321437548227) 0.05107907188906435\n",
      "THCHOLSTOICATP : (0, 6.135321437548227) 0.05107907188906435\n",
      "XOL7AH3ATP : (0, 6.135321437548227) 0.05107907188906435\n",
      "XOL7AONEATP : (0, 6.135321437548227) 0.05107907188906435\n",
      "XOLDIOLONEATP : (0, 6.135321437548227) 0.05107907188906435\n",
      "7KILTCHOLATP : (0, 6.135321437548227) 0.05107907188906435\n",
      "AK2LGCHOLABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "CE2510ABCt : (0, 12.010818079730825) 0.05107907188906435\n",
      "CE2537ABCt : (0, 12.010818079730825) 0.05107907188906435\n",
      "NRVNCABCt : (0, 12.010818079730825) 0.05107907188906435\n",
      "PAFABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHLN225_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOL2LINL_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOL2OLE_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOL2STE_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOLAR_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOLDOC_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOLEIC_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOLET_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOLHEP_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOLLINL_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOLMYR_HsABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOLN15_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOLN183_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOLN1836_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOLN19_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOLN201_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOLN203_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOLN204_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOLN205_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOLN224_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOLN225_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOLN2254_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOLN264_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOLOLE_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOLPALME-HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PCHOLSTE_HSABCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PE12_HSABCt : (0, 6.68749186426653) 0.05107907188906435\n",
      "Pe13_HSABCt : (0, 6.68749186426653) 0.05107907188906435\n",
      "PE14_HSABCt : (0, 6.68749186426653) 0.05107907188906435\n",
      "PE15_HSABCt : (0, 6.68749186426653) 0.05107907188906435\n",
      "PE161_HSABCt : (0, 6.68749186426653) 0.05107907188906435\n",
      "PE17_HSABCt : (0, 6.68749186426653) 0.05107907188906435\n",
      "PE203_HSABCt : (0, 6.68749186426653) 0.05107907188906435\n",
      "PE226_HSABCt : (0, 6.68749186426653) 0.05107907188906435\n",
      "PE2LINL_HSABCt : (0, 6.68749186426653) 0.05107907188906435\n",
      "PEAR_HSABCt : (0, 6.68749186426653) 0.05107907188906435\n",
      "PEDH203_HSABCt : (0, 6.68749186426653) 0.05107907188906435\n",
      "PELINL_HSABCt : (0, 6.68749186426653) 0.05107907188906435\n",
      "PELPALM_HSABCt : (0, 6.68749186426653) 0.05107907188906435\n",
      "PEOLE_HSABCt : (0, 6.68749186426653) 0.05107907188906435\n",
      "PEPALM_HSASBCt : (0, 14.829357129198998) 0.05107907188906435\n",
      "PESTE_HSABCt : (0, 6.68749186426653) 0.05107907188906435\n",
      "DIGALSGALSIDEATPte : (0, 6.720825666089835) 0.05107907188906435\n",
      "SPHMYLN_HsATPte : (0, 6.720825666089835) 0.05107907188906435\n",
      "SPHMYLN180241_hs_ATPt : (0, 6.720825666089835) 0.05107907188906435\n",
      "SPHMYLN18114_hs_ATPt : (0, 6.720825666089835) 0.05107907188906435\n",
      "SPHMYLN18115_hs_ATPt : (0, 6.720825666089835) 0.05107907188906435\n",
      "SPHMYLN18116_hs_ATPt : (0, 6.720825666089835) 0.05107907188906435\n",
      "SPHMYLN181161_hs_ATPt : (0, 6.720825666089835) 0.05107907188906435\n",
      "SPHMYLN18117_hs_ATPt : (0, 6.720825666089835) 0.05107907188906435\n",
      "SPHMYLN18118_hs_ATPt : (0, 6.720825666089835) 0.05107907188906435\n",
      "SPHMYLN181181_hs_ATPt : (0, 6.720825666089835) 0.05107907188906435\n",
      "SPHMYLN18120_hs_ATPt : (0, 6.720825666089835) 0.05107907188906435\n",
      "SPHMYLN181201_hs_ATPt : (0, 6.720825666089835) 0.05107907188906435\n",
      "SPHMYLN18121_hs_ATPt : (0, 6.720825666089835) 0.05107907188906435\n",
      "SPHMYLN18122_hs_ATPt : (0, 6.720825666089835) 0.05107907188906435\n",
      "SPHMYLN181221_hs_ATPt : (0, 6.720825666089835) 0.05107907188906435\n",
      "SPHMYLN18123_hs_ATPt : (0, 6.720825666089835) 0.05107907188906435\n",
      "SPHMYLN1824_hs_ATPt : (0, 6.720825666089835) 0.05107907188906435\n",
      "SPHMYLN1825_hs_ATPt : (0, 6.720825666089835) 0.05107907188906435\n",
      "THEXDDm : (0, 16.795867653668445) 0.05107907188906435\n",
      "HEXDTRm : (0, 16.795867653668445) 0.05107907188906435\n",
      "HPDECEm : (0, 16.795867653668445) 0.05107907188906435\n",
      "EIC21114TRc : (0, 10.863715112587691) 0.05107907188906435\n",
      "5EIPENCm : (0, 16.795867653668445) 0.05107907188906435\n",
      "CE7090te : (0, 8.89288641187614) 0.05107907188906435\n",
      "CE7085te : (0, 8.89288641187614) 0.05107907188906435\n",
      "CE7096te : (0, 8.89288641187614) 0.05107907188906435\n",
      "CE4877te : (0, 8.89288641187614) 0.05107907188906435\n",
      "CE1447te : (0, 8.89288641187614) 0.05107907188906435\n",
      "C05769te3 : (0, 0.0426443374084937) 0.05107907188906435\n",
      "C05770te4 : (0, 3.225336634924684) 0.05107907188906435\n",
      "C05770te : (0, 5.7600825262799615) 0.05107907188906435\n",
      "MLTHFte3 : (0, 0.7198405550642678) 0.05107907188906435\n",
      "SPHS1Pt2e : (0, 6.788923182473244) 0.05107907188906435\n",
      "HDD2CRNte2 : (0, 9.125516793196306) 0.05107907188906435\n",
      "MLTHFte1 : (0, 15.954001237977263) 0.05107907188906435\n",
      "1A25DHVITD3te : (0, 5.698663999905206) 0.05107907188906435\n",
      "DOPASULT4 : (0, 6.419491699782671) 0.05107907188906435\n",
      "CE5026t : (0, 7.955531348865135) 0.05107907188906435\n",
      "CE5025t : (0, 7.955531348865135) 0.05107907188906435\n",
      "BGAL1l : (0, 33.286923180882724) 0.05107907188906435\n",
      "BGAL2l : (0, 33.286923180882724) 0.05107907188906435\n",
      "NEU38n : (0, 8.090043062749327) 0.05107907188906435\n",
      "12DHCHOLabc : (0, 12.012083928329783) 0.05107907188906435\n",
      "12DHCHOLt2 : (0, 0.0426443374084937) 0.05107907188906435\n",
      "3DHCDCHOLabc : (0, 12.012083928329783) 0.05107907188906435\n",
      "3DHCDCHOLt2 : (0, 0.0426443374084937) 0.05107907188906435\n",
      "3DHCHOLabc : (0, 12.012083928329783) 0.05107907188906435\n",
      "3DHCHOLt2 : (0, 0.0426443374084937) 0.05107907188906435\n",
      "3DHDCAabc : (0, 7.255060681822322) 0.05107907188906435\n",
      "3DHDCAt2 : (0, 0.0426443374084937) 0.05107907188906435\n",
      "3DHLCAabc : (0, 7.255060681822322) 0.05107907188906435\n",
      "3DHLCAt2 : (0, 0.0426443374084937) 0.05107907188906435\n",
      "7DHCDCHOLabc : (0, 12.012083928329783) 0.05107907188906435\n",
      "7DHCDCHOLt2 : (0, 0.0426443374084937) 0.05107907188906435\n",
      "7DHCHOLabc : (0, 12.012083928329783) 0.05107907188906435\n",
      "7DHCHOLt2 : (0, 0.0426443374084937) 0.05107907188906435\n",
      "CA24Gte : (0, 8.805961346469845) 0.05107907188906435\n",
      "CA3Sabc : (0, 13.562984592977305) 0.05107907188906435\n",
      "CDCA24GSc : (0, 0.01435529297707) 0.05107907188906435\n",
      "CDCA24GSr : (0, 0.01435529297707) 0.05107907188906435\n",
      "CDCA24Gte : (0, 8.805961346469845) 0.05107907188906435\n",
      "CDCA3GSc : (0, 4.884226699154783) 0.05107907188906435\n",
      "CDCA3GSr : (0, 4.884226699154783) 0.05107907188906435\n",
      "CDCA3Gte : (0, 8.805961346469845) 0.05107907188906435\n",
      "COPROSTabc : (0, 12.012083928329783) 0.05107907188906435\n",
      "COPROSTt2 : (0, 0.0426443374084937) 0.05107907188906435\n",
      "DCA24GSc : (0, 4.869871406177713) 0.05107907188906435\n",
      "DCA24GSr : (0, 4.869871406177713) 0.05107907188906435\n",
      "DCA24Gte : (0, 8.805961346469845) 0.05107907188906435\n",
      "DCA3GSc : (0, 4.869871406177713) 0.05107907188906435\n",
      "DCA3GSr : (0, 4.869871406177713) 0.05107907188906435\n",
      "DCA3Gte : (0, 8.805961346469845) 0.05107907188906435\n",
      "DCA3Sabc : (0, 13.562984592977305) 0.05107907188906435\n",
      "GCA3Sabc : (0, 13.562984592977305) 0.05107907188906435\n",
      "GCDCA3Sabc : (0, 13.562984592977305) 0.05107907188906435\n",
      "GDCA3Sabc : (0, 13.562984592977305) 0.05107907188906435\n",
      "GUDCA3Sabc : (0, 13.562984592977305) 0.05107907188906435\n",
      "HCA24GSc : (0, 4.884226699154783) 0.05107907188906435\n",
      "HCA24GSr : (0, 4.884226699154783) 0.05107907188906435\n",
      "HCA24Gte : (0, 8.805961346469845) 0.05107907188906435\n",
      "HCA6GSc : (0, 4.869871406177713) 0.05107907188906435\n",
      "HCA6GSr : (0, 4.869871406177713) 0.05107907188906435\n",
      "HCA6Gte : (0, 8.805961346469845) 0.05107907188906435\n",
      "HDCA24GSc : (0, 0.01435529297707) 0.05107907188906435\n",
      "HDCA24GSr : (0, 0.01435529297707) 0.05107907188906435\n",
      "HDCA24Gte : (0, 8.805961346469845) 0.05107907188906435\n",
      "HDCA6GSc : (0, 4.884226699154783) 0.05107907188906435\n",
      "HDCA6GSr : (0, 4.884226699154783) 0.05107907188906435\n",
      "HDCA6Gte : (0, 8.805961346469845) 0.05107907188906435\n",
      "HYOCHOLabc : (0, 7.255060681822322) 0.05107907188906435\n",
      "HYOCHOLt2 : (0, 0.0426443374084937) 0.05107907188906435\n",
      "ICDCHOLabc : (0, 12.012083928329783) 0.05107907188906435\n",
      "ICDCHOLt2 : (0, 0.0426443374084937) 0.05107907188906435\n",
      "ISOCHOLabc : (0, 12.012083928329783) 0.05107907188906435\n",
      "ISOCHOLt2 : (0, 0.0426443374084937) 0.05107907188906435\n",
      "LCA24GSc : (0, 4.884226699154783) 0.05107907188906435\n",
      "LCA24GSr : (0, 4.884226699154783) 0.05107907188906435\n",
      "LCA24Gte : (0, 8.805961346469845) 0.05107907188906435\n",
      "LCA3GSc : (0, 4.884226699154783) 0.05107907188906435\n",
      "LCA3GSr : (0, 4.884226699154783) 0.05107907188906435\n",
      "LCA3Gte : (0, 8.805961346469845) 0.05107907188906435\n",
      "LCA3Sabc : (0, 13.562984592977305) 0.05107907188906435\n",
      "TCA3Sabc : (0, 13.562984592977305) 0.05107907188906435\n",
      "TCDCA3Sabc : (0, 13.562984592977305) 0.05107907188906435\n",
      "TDCA3Sabc : (0, 13.562984592977305) 0.05107907188906435\n",
      "THYOCHOLabc : (0, 7.255060681822322) 0.05107907188906435\n",
      "THYOCHOLt2 : (0, 0.0426443374084937) 0.05107907188906435\n",
      "TUDCA3Sabc : (0, 13.562984592977305) 0.05107907188906435\n",
      "UCHOLabc : (0, 12.012083928329783) 0.05107907188906435\n",
      "UCHOLt2 : (0, 0.0426443374084937) 0.05107907188906435\n",
      "UDCA3Sabc : (0, 13.562984592977305) 0.05107907188906435\n",
      "UDCHOLt2 : (0, 0.0426443374084937) 0.05107907188906435\n",
      "12HTACRhr : (0, 2.267356011783887) 0.05107907188906435\n",
      "14HMDZALThr : (0, 2.267356011783887) 0.05107907188906435\n",
      "14HMDZhr : (0, 2.267356011783887) 0.05107907188906435\n",
      "1HIBUP_SGLUhep : (0, 4.92645493454408) 0.05107907188906435\n",
      "1HMDGLUChr : (0, 4.884226699154783) 0.05107907188906435\n",
      "1OHMDZhr : (0, 2.267356011783887) 0.05107907188906435\n",
      "2HATVACIDGLUChr : (0, 0.01435529297707) 0.05107907188906435\n",
      "2HATVACIDGLUCteb : (0, 3.7612852733616187) 0.05107907188906435\n",
      "2HATVACIDOXDhc : (0, 2.310000349192381) 0.05107907188906435\n",
      "2HATVACIDteb : (0, 3.7612852733616187) 0.05107907188906435\n",
      "2HATVLACGLUChr : (0, 0.01435529297707) 0.05107907188906435\n",
      "2HATVLACGLUCteb : (0, 3.7612852733616187) 0.05107907188906435\n",
      "2HATVLACOXDhc : (0, 2.267356011783887) 0.05107907188906435\n",
      "2HATVLACteb : (0, 3.7612852733616187) 0.05107907188906435\n",
      "2HIBUP_SGLUhep : (0, 4.92645493454408) 0.05107907188906435\n",
      "35DSMVhep : (0, 2.8460532494325905) 0.05107907188906435\n",
      "3HIBUP_SGLUhep : (0, 4.92645493454408) 0.05107907188906435\n",
      "3HPVSTETCOAhcm : (0, 20.918977129322272) 0.05107907188906435\n",
      "3HPVSTETCOAhcx : (0, 16.13868111622865) 0.05107907188906435\n",
      "3HPVSTETteb : (0, 2.7272234372879858) 0.05107907188906435\n",
      "3HPVShc : (0, 0.4022855918699959) 0.05107907188906435\n",
      "3HPVSteb : (0, 2.7272234372879858) 0.05107907188906435\n",
      "3HSMVhep : (0, 2.8460532494325905) 0.05107907188906435\n",
      "3ISPVSteb : (0, 2.7272234372879858) 0.05107907188906435\n",
      "3OHACMPhr : (0, 2.225398337340744) 0.05107907188906435\n",
      "4HATVACIDOXDhc : (0, 2.310000349192381) 0.05107907188906435\n",
      "4HATVACIDteb : (0, 3.7612852733616187) 0.05107907188906435\n",
      "4HATVLACOXDhc : (0, 2.267356011783887) 0.05107907188906435\n",
      "4HATVLACteb : (0, 3.7612852733616187) 0.05107907188906435\n",
      "4HMDZGLUChr : (0, 4.884226699154783) 0.05107907188906435\n",
      "4OHMDZhr : (0, 2.267356011783887) 0.05107907188906435\n",
      "56DHPVSteb : (0, 2.7272234372879858) 0.05107907188906435\n",
      "56EPPVSteb : (0, 2.7272234372879858) 0.05107907188906435\n",
      "5OHFVShc : (0, 1.0439926270444995) 0.05107907188906435\n",
      "6BHGLZhr : (0, 0.8195610604344532) 0.05107907188906435\n",
      "6CSMVhep : (0, 2.8460532494325905) 0.05107907188906435\n",
      "6EPSteb : (0, 2.7272234372879858) 0.05107907188906435\n",
      "6HMSMVhep : (0, 2.8460532494325905) 0.05107907188906435\n",
      "6HSMVhep : (0, 2.8460532494325905) 0.05107907188906435\n",
      "6MSMVhep : (0, 2.8460532494325905) 0.05107907188906435\n",
      "7BHGLZhr : (0, 0.2835081601942434) 0.05107907188906435\n",
      "7HPVSteb : (0, 2.7272234372879858) 0.05107907188906435\n",
      "ACMPGLUChr : (0, 0.43509515162009726) 0.05107907188906435\n",
      "ALLOP1tu : (0, 0.2377399145857121) 0.05107907188906435\n",
      "ALLOPOXDhep : (0, 5.968182934086812) 0.05107907188906435\n",
      "AM19CSALThr : (0, 2.267356011783887) 0.05107907188906435\n",
      "AM1CSAhr : (0, 2.267356011783887) 0.05107907188906435\n",
      "AM9CSAhr : (0, 2.267356011783887) 0.05107907188906435\n",
      "ATVACYLGLUChc : (0, 4.884226699154783) 0.05107907188906435\n",
      "ATVETHGLUChc : (0, 0.0709388213434375) 0.05107907188906435\n",
      "ATVLACGLCURhc : (0, 4.884226699154783) 0.05107907188906435\n",
      "CARIBUP_SGLUhep : (0, 4.92645493454408) 0.05107907188906435\n",
      "CRVS1M24hc : (0, 0.2814311969956101) 0.05107907188906435\n",
      "CRVS23M24hc : (0, 0.2814311969956101) 0.05107907188906435\n",
      "CRVSATPtu : (0, 4.135863165368679) 0.05107907188906435\n",
      "CRVSM1hc : (0, 0.2814311969956101) 0.05107907188906435\n",
      "CVM1GLUChc : (0, 0.0) 0.05107907188906435\n",
      "CVM23GLUChc : (0, 0.0) 0.05107907188906435\n",
      "DSPVSteb : (0, 2.7272234372879858) 0.05107907188906435\n",
      "GLC3MEACPhr : (0, 0.43509515162009726) 0.05107907188906435\n",
      "IBUPGT_HEP : (0, 4.92645493454408) 0.05107907188906435\n",
      "IBUP_RCYP2hep : (0, 0.5222950197813598) 0.05107907188906435\n",
      "IBUP_RCYP3hep : (0, 0.5222950197813598) 0.05107907188906435\n",
      "IBUP_SACOT2 : (0, 8.066532858619619) 0.05107907188906435\n",
      "IBUP_SCYP2hep : (0, 0.5222950197813598) 0.05107907188906435\n",
      "IBUP_SCYP3hep : (0, 0.5222950197813598) 0.05107907188906435\n",
      "LST4EXPhr : (0, 0.46529538939579607) 0.05107907188906435\n",
      "LSTNM1hr : (0, 0.46529538939579607) 0.05107907188906435\n",
      "LSTNM2hr : (0, 0.46529538939579607) 0.05107907188906435\n",
      "LSTNM5hr : (0, 0.46529538939579607) 0.05107907188906435\n",
      "LSTNM7hr : (0, 5.012023717126414) 0.05107907188906435\n",
      "LVSTACOXD6Hhep : (0, 2.310000349192381) 0.05107907188906435\n",
      "LVSTACOXD6MEhep : (0, 2.310000349192381) 0.05107907188906435\n",
      "LVSTOXD3Hhep : (0, 2.310000349192381) 0.05107907188906435\n",
      "LVSTOXD6Hhep : (0, 2.310000349192381) 0.05107907188906435\n",
      "LVSTOXD6METhep : (0, 2.310000349192381) 0.05107907188906435\n",
      "MHGLZhr : (0, 0.7055320897891941) 0.05107907188906435\n",
      "NDERSVhc : (0, 0.2408638227857497) 0.05107907188906435\n",
      "NFDACOXDhc : (0, 2.267356011783887) 0.05107907188906435\n",
      "PROFVSCOAhc : (0, 16.36518964603733) 0.05107907188906435\n",
      "PTVSTGLUChc : (0, 5.262738322408513) 0.05107907188906435\n",
      "PTVSTM13hr : (0, 0.2691528672171734) 0.05107907188906435\n",
      "PVSATPtu : (0, 2.7272234372879858) 0.05107907188906435\n",
      "PVSGLUCteb : (0, 2.7272234372879858) 0.05107907188906435\n",
      "SMVGLUChep : (0, 0.0) 0.05107907188906435\n",
      "SULPACMPtev : (0, 10.835761155689319) 0.05107907188906435\n",
      "TRIPVSteb : (0, 2.7272234372879858) 0.05107907188906435\n",
      "Htmi : (0, 9.466756775942619) 0.05107907188906435\n",
      "HMR_10061 : (0, 7.386621287191639) 0.05107907188906435\n",
      "HMR_10073 : (0, 6.07873790918186) 0.05107907188906435\n",
      "HMR_10075 : (0, 6.07873790918186) 0.05107907188906435\n",
      "HMR_10079 : (0, 6.07873790918186) 0.05107907188906435\n",
      "HMR_10082 : (0, 6.07873790918186) 0.05107907188906435\n",
      "HMR_10100 : (0, 6.07873790918186) 0.05107907188906435\n",
      "HMR_10101 : (0, 6.07873790918186) 0.05107907188906435\n",
      "HMR_10102 : (0, 6.07873790918186) 0.05107907188906435\n",
      "HMR_10103 : (0, 6.07873790918186) 0.05107907188906435\n",
      "HMR_10104 : (0, 6.07873790918186) 0.05107907188906435\n",
      "HMR_10109 : (0, 6.07873790918186) 0.05107907188906435\n",
      "HMR_10110 : (0, 6.07873790918186) 0.05107907188906435\n",
      "HMR_10115 : (0, 6.07873790918186) 0.05107907188906435\n",
      "HMR_10117 : (0, 6.07873790918186) 0.05107907188906435\n",
      "HMR_10125 : (0, 6.07873790918186) 0.05107907188906435\n",
      "HMR_10126 : (0, 6.07873790918186) 0.05107907188906435\n",
      "HMR_4281 : (-23.46893605571911, 23.46893605571911) 0.05107907188906435\n",
      "HMR_4388 : (-23.46893605571911, 23.46893605571911) 0.05107907188906435\n",
      "HMR_4363 : (-20.617960028180505, 20.617960028180505) 0.05107907188923171\n",
      "HMR_4365 : (-13.067218868142257, 13.067218868142257) 0.051079071889147246\n",
      "HMR_4368 : (-13.526456192044392, 13.526456192044392) 0.050495575322068546\n",
      "HMR_4373 : (-11.60484877986857, 11.60484877986857) 0.049380204174983615\n",
      "HMR_4375 : (-18.270555724503918, 18.270555724503918) 0.04938020417500576\n",
      "HMR_4774 : (-15.685884278574854, 15.685884278574854) 0.04938025858796752\n",
      "HMR_4775 : (-15.685884278574854, 15.685884278574854) 0.049380258580536775\n",
      "HMR_8762 : (-18.270555724503918, 18.270555724503918) 0.049380258580536775\n",
      "HMR_8766 : (-12.903943588148461, 12.903943588148461) 0.049380258580536775\n",
      "HMR_4316 : (-12.903943588148461, 12.903943588148461) 0.049380258580536775\n",
      "HMR_4401 : (-2.1453526899979263, 2.1453526899979263) 0.049380258580536775\n",
      "HMR_4592 : (-12.903943588148461, 12.903943588148461) 0.049380258580536775\n",
      "HMR_8502 : (-8.983709543640632, 8.983709543640632) 0.049380258580536775\n",
      "HMR_4280 : (-23.46893605571911, 23.46893605571911) 0.049380258580536775\n",
      "HMR_3797 : (-8.454619164213863, 8.454619164213863) 0.049380258580536775\n",
      "HMR_4331 : (-8.454619164213863, 8.454619164213863) 0.049380258580536775\n",
      "HMR_4460 : (-8.454619164213863, 8.454619164213863) 0.049380258580536775\n",
      "HMR_9804 : (-70.91088260331075, 70.91088260331075) 0.049380258580536775\n",
      "HMR_4461 : (-7.903363707720377, 7.903363707720377) 0.049380258580536775\n",
      "HMR_5351 : (-13.406889917998614, 13.406889917998614) 0.049380258580536775\n",
      "HMR_4350 : (-7.376451017319739, 7.376451017319739) 0.049380258580536775\n",
      "HMR_4354 : (-10.089088272187201, 10.089088272187201) 0.049380258580536775\n",
      "HMR_4404 : (-11.082794303427763, 11.082794303427763) 0.049380258580536775\n",
      "HMR_4476 : (-17.181236743617966, 17.181236743617966) 0.049380258580536775\n",
      "HMR_4477 : (-5.257644299015591, 5.257644299015591) 0.049380258580536775\n",
      "HMR_4501 : (-11.082794303427763, 11.082794303427763) 0.049380258580536775\n",
      "HMR_4567 : (-15.685884278574854, 15.685884278574854) 0.049380160191979085\n",
      "HMR_4568 : (-15.685884278574854, 15.685884278574854) 0.04938016019201415\n",
      "HMR_4710 : (-6.963734201800467, 6.963734201800467) 0.04938016019201415\n",
      "HMR_4841 : (-7.201287936700914, 7.201287936700914) 0.04938016019201415\n",
      "HMR_8653 : (-8.171366975616218, 8.171366975616218) 0.04938016019201415\n",
      "HMR_4002 : (-41.93921038323486, 41.93921038323486) 0.0493802153095707\n",
      "HMR_4004 : (-41.93921038323486, 41.93921038323486) 0.0493802153095707\n",
      "HMR_4412 : (-6.97315203787724, 6.97315203787724) 0.0493802153095707\n",
      "HMR_4480 : (-57.42347169577818, 57.42347169577818) 0.0493802153095707\n",
      "HMR_4603 : (-12.112381380769772, 12.112381380769772) 0.0493802153095707\n",
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      "HMR_2687 : (-9.506564126897299, 9.506564126897299) 0.04938024702832292\n",
      "HMR_2690 : (-9.506564126897299, 9.506564126897299) 0.04938024702832292\n",
      "HMR_2693 : (-9.506564126897299, 9.506564126897299) 0.04938024702832292\n",
      "HMR_2699 : (-9.506564126897299, 9.506564126897299) 0.04938024702832292\n",
      "HMR_2702 : (-9.506564126897299, 9.506564126897299) 0.04938024702832292\n",
      "HMR_2705 : (-9.506564126897299, 9.506564126897299) 0.04938024702832292\n",
      "HMR_2708 : (-9.506564126897299, 9.506564126897299) 0.04938024702832292\n",
      "HMR_2711 : (-9.506564126897299, 9.506564126897299) 0.04938024702832292\n",
      "HMR_2714 : (-9.506564126897299, 9.506564126897299) 0.04938024702832292\n",
      "HMR_2717 : (-9.506564126897299, 9.506564126897299) 0.04938024702832292\n",
      "HMR_2720 : (-9.506564126897299, 9.506564126897299) 0.04938024702832292\n",
      "HMR_2726 : (-9.506564126897299, 9.506564126897299) 0.04938024702832292\n",
      "HMR_2730 : (-9.506564126897299, 9.506564126897299) 0.04938024702832292\n",
      "HMR_2733 : (-9.506564126897299, 9.506564126897299) 0.04938024702832292\n",
      "HMR_2736 : (-9.506564126897299, 9.506564126897299) 0.04938024702832292\n",
      "HMR_2739 : (-9.506564126897299, 9.506564126897299) 0.04938024702832292\n",
      "HMR_2742 : (-9.506564126897299, 9.506564126897299) 0.04938024702832292\n",
      "HMR_2746 : (-9.506564126897299, 9.506564126897299) 0.04938024702832292\n",
      "HMR_2752 : (-9.506564126897299, 9.506564126897299) 0.04938024702833725\n",
      "HMR_2755 : (-9.506564126897299, 9.506564126897299) 0.04938024702833725\n",
      "HMR_2759 : (-9.506564126897299, 9.506564126897299) 0.04938024702833725\n",
      "HMR_2762 : (-9.506564126897299, 9.506564126897299) 0.04938024702833725\n",
      "HMR_2768 : (-9.506564126897299, 9.506564126897299) 0.04938024702833725\n",
      "HMR_2771 : (-9.506564126897299, 9.506564126897299) 0.04938024702833725\n",
      "HMR_2774 : (-9.506564126897299, 9.506564126897299) 0.04938024702833725\n",
      "HMR_2877 : (-9.506564126897299, 9.506564126897299) 0.04938024702833725\n",
      "HMR_3032 : (-9.506564126897299, 9.506564126897299) 0.04938024702833725\n",
      "HMR_0161 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702833725\n",
      "HMR_2593 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702833725\n",
      "HMR_2596 : (-9.009255343553365, 9.009255343553365) 0.04938024702832472\n",
      "HMR_2598 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832472\n",
      "HMR_2601 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832472\n",
      "HMR_2603 : (-9.9612563434355, 9.9612563434355) 0.04938024702832472\n",
      "HMR_2604 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832472\n",
      "HMR_2606 : (-9.9612563434355, 9.9612563434355) 0.04938024702832472\n",
      "HMR_2607 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832472\n",
      "HMR_2609 : (-9.9612563434355, 9.9612563434355) 0.04938024702832472\n",
      "HMR_2610 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832472\n",
      "HMR_2612 : (-9.9612563434355, 9.9612563434355) 0.04938024702832472\n",
      "HMR_2613 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832472\n",
      "HMR_2616 : (-9.9612563434355, 9.9612563434355) 0.04938024702832472\n",
      "HMR_2618 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832472\n",
      "HMR_2621 : (-9.9612563434355, 9.9612563434355) 0.04938024702832472\n",
      "HMR_2622 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832472\n",
      "HMR_2624 : (-9.9612563434355, 9.9612563434355) 0.04938024702832472\n",
      "HMR_2625 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832472\n",
      "HMR_2629 : (-9.9612563434355, 9.9612563434355) 0.04938024702832472\n",
      "HMR_2630 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832472\n",
      "HMR_2634 : (-9.9612563434355, 9.9612563434355) 0.04938024702832472\n",
      "HMR_2635 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832472\n",
      "HMR_2638 : (-9.9612563434355, 9.9612563434355) 0.04938024702834006\n",
      "HMR_2640 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702834006\n",
      "HMR_2644 : (-9.9612563434355, 9.9612563434355) 0.04938024702834006\n",
      "HMR_2646 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702834006\n",
      "HMR_2649 : (-9.9612563434355, 9.9612563434355) 0.04938024702834006\n",
      "HMR_2650 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702834006\n",
      "HMR_2652 : (-9.9612563434355, 9.9612563434355) 0.04938024702834006\n",
      "HMR_2653 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702834006\n",
      "HMR_2655 : (-9.9612563434355, 9.9612563434355) 0.04938024702834006\n",
      "HMR_2656 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702834006\n",
      "HMR_2658 : (-9.9612563434355, 9.9612563434355) 0.04938024702834006\n",
      "HMR_2659 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702834006\n",
      "HMR_2661 : (-9.9612563434355, 9.9612563434355) 0.04938024702834006\n",
      "HMR_2662 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702834006\n",
      "HMR_2664 : (-9.9612563434355, 9.9612563434355) 0.04938024702834006\n",
      "HMR_2665 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832292\n",
      "HMR_2667 : (-9.9612563434355, 9.9612563434355) 0.04938024702832292\n",
      "HMR_2668 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832292\n",
      "HMR_2670 : (-9.9612563434355, 9.9612563434355) 0.04938024702832292\n",
      "HMR_2671 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832292\n",
      "HMR_2673 : (-9.9612563434355, 9.9612563434355) 0.04938024702832292\n",
      "HMR_2674 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832292\n",
      "HMR_2676 : (-9.9612563434355, 9.9612563434355) 0.04938024702832292\n",
      "HMR_2677 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832292\n",
      "HMR_2679 : (-9.9612563434355, 9.9612563434355) 0.04938024702832292\n",
      "HMR_2680 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832292\n",
      "HMR_2682 : (-9.9612563434355, 9.9612563434355) 0.04938024702832292\n",
      "HMR_2683 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832292\n",
      "HMR_2685 : (-9.9612563434355, 9.9612563434355) 0.04938024702832292\n",
      "HMR_2686 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832292\n",
      "HMR_2688 : (-9.9612563434355, 9.9612563434355) 0.04938024702832292\n",
      "HMR_2689 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832292\n",
      "HMR_2691 : (-9.9612563434355, 9.9612563434355) 0.04938024702832292\n",
      "HMR_2692 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832292\n",
      "HMR_2695 : (-9.9612563434355, 9.9612563434355) 0.04938024702832292\n",
      "HMR_2697 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832292\n",
      "HMR_2700 : (-9.9612563434355, 9.9612563434355) 0.04938024702832292\n",
      "HMR_2701 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832292\n",
      "HMR_2703 : (-9.9612563434355, 9.9612563434355) 0.04938024702832292\n",
      "HMR_2704 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832292\n",
      "HMR_2706 : (-9.9612563434355, 9.9612563434355) 0.04938024702832292\n",
      "HMR_2707 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832292\n",
      "HMR_2709 : (-9.9612563434355, 9.9612563434355) 0.04938024702832292\n",
      "HMR_2710 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832292\n",
      "HMR_2712 : (-9.9612563434355, 9.9612563434355) 0.04938024702832292\n",
      "HMR_2713 : (-7.4357519245394545, 7.4357519245394545) 0.04938024702832292\n",
      "HMR_2715 : (-9.9612563434355, 9.9612563434355) 0.04938024702832292\n",
      "HMR_2716 : (-7.4357519245394545, 7.4357519245394545) 0.049380247028338535\n",
      "HMR_2718 : (-9.9612563434355, 9.9612563434355) 0.049380247028338535\n",
      "HMR_2719 : (-7.4357519245394545, 7.4357519245394545) 0.049380247028338535\n",
      "HMR_2722 : (-9.9612563434355, 9.9612563434355) 0.049380247028338535\n",
      "HMR_2724 : (-7.4357519245394545, 7.4357519245394545) 0.049380247028338535\n",
      "HMR_2727 : (-9.9612563434355, 9.9612563434355) 0.049380247028338535\n",
      "HMR_2729 : (-7.4357519245394545, 7.4357519245394545) 0.049380247028338535\n",
      "HMR_2731 : (-9.9612563434355, 9.9612563434355) 0.04938024664914902\n",
      "HMR_2732 : (-7.4357519245394545, 7.4357519245394545) 0.04938024664914902\n",
      "HMR_2734 : (-9.9612563434355, 9.9612563434355) 0.04938024664914902\n",
      "HMR_2735 : (-7.4357519245394545, 7.4357519245394545) 0.04938024664914902\n",
      "HMR_2737 : (-9.9612563434355, 9.9612563434355) 0.04938024664914902\n",
      "HMR_2738 : (-7.4357519245394545, 7.4357519245394545) 0.04938024664914902\n",
      "HMR_2740 : (-9.9612563434355, 9.9612563434355) 0.04938024664914902\n",
      "HMR_2741 : (-7.4357519245394545, 7.4357519245394545) 0.04938024664914902\n",
      "HMR_2744 : (-9.9612563434355, 9.9612563434355) 0.04938024664914902\n",
      "HMR_2748 : (-9.9612563434355, 9.9612563434355) 0.04938024664914902\n",
      "HMR_2750 : (-7.4357519245394545, 7.4357519245394545) 0.04938024664914902\n",
      "HMR_2753 : (-9.9612563434355, 9.9612563434355) 0.04938024664914902\n",
      "HMR_2754 : (-7.4357519245394545, 7.4357519245394545) 0.04938024664914902\n",
      "HMR_2757 : (-9.9612563434355, 9.9612563434355) 0.04938024664914902\n",
      "HMR_2758 : (-7.4357519245394545, 7.4357519245394545) 0.04938024664914902\n",
      "HMR_2760 : (-9.9612563434355, 9.9612563434355) 0.04938024664914902\n",
      "HMR_2761 : (-7.4357519245394545, 7.4357519245394545) 0.04938024664914902\n",
      "HMR_2764 : (-9.9612563434355, 9.9612563434355) 0.04938024664914902\n",
      "HMR_2766 : (-7.4357519245394545, 7.4357519245394545) 0.04938024664914902\n",
      "HMR_2769 : (-9.9612563434355, 9.9612563434355) 0.04938024664914902\n",
      "HMR_2770 : (-7.4357519245394545, 7.4357519245394545) 0.04938024664914902\n",
      "HMR_2772 : (-9.9612563434355, 9.9612563434355) 0.04938024664914902\n",
      "HMR_2773 : (-7.4357519245394545, 7.4357519245394545) 0.04938024664914902\n",
      "HMR_2775 : (-9.9612563434355, 9.9612563434355) 0.04938024664914902\n",
      "HMR_2776 : (-7.4357519245394545, 7.4357519245394545) 0.04938024664914902\n",
      "HMR_3028 : (-9.506564126897299, 9.506564126897299) 0.04938024664914902\n",
      "HMR_3033 : (-9.009255343553365, 9.009255343553365) 0.04938024664914902\n",
      "HMR_3035 : (-9.009255343553365, 9.009255343553365) 0.04938024664914902\n",
      "HMR_2783 : (-9.009255343553365, 9.009255343553365) 0.04938024664914902\n",
      "HMR_2906 : (-9.506564126897299, 9.506564126897299) 0.04938024664914902\n",
      "HMR_2909 : (-9.506564126897299, 9.506564126897299) 0.04938024664914902\n",
      "HMR_2912 : (-9.506564126897299, 9.506564126897299) 0.04938024664914902\n",
      "HMR_2915 : (-9.506564126897299, 9.506564126897299) 0.04938024664914902\n",
      "HMR_2918 : (-9.506564126897299, 9.506564126897299) 0.04938024664914902\n",
      "HMR_2921 : (-9.506564126897299, 9.506564126897299) 0.04938024664914902\n",
      "HMR_2924 : (-9.506564126897299, 9.506564126897299) 0.04938024664914902\n",
      "HMR_2927 : (-9.506564126897299, 9.506564126897299) 0.04938024664914902\n",
      "HMR_2930 : (-9.506564126897299, 9.506564126897299) 0.04938024664914902\n",
      "HMR_3489 : (-23.95579643725079, 23.95579643725079) 0.04938024664914902\n",
      "HMR_3272 : (-19.039827261803172, 19.039827261803172) 0.04938024664914902\n",
      "HMR_3239 : (-19.039827261803172, 19.039827261803172) 0.04938024664914902\n",
      "HMR_3298 : (-11.243398226560863, 11.243398226560863) 0.04938024664914902\n",
      "HMR_1181 : (-8.669660003098485, 8.669660003098485) 0.04938024664914902\n",
      "HMR_1222 : (-8.669660003098485, 8.669660003098485) 0.04938024664914902\n",
      "HMR_2002 : (-6.644848134333206, 6.644848134333206) 0.04938024664914902\n",
      "HMR_2003 : (-24.33924944298168, 24.33924944298168) 0.04938024664914902\n",
      "HMR_1960 : (-2.538538163629804, 2.538538163629804) 0.04938024664914902\n",
      "HMR_2015 : (-6.644848134333206, 6.644848134333206) 0.04938024664914902\n",
      "HMR_2022 : (-0.1634987322828795, 0.1634987322828795) 0.04938024664914902\n",
      "HMR_2024 : (-0.1634987322828795, 0.1634987322828795) 0.04938024664914902\n",
      "HMR_2044 : (-8.560221236001716, 8.560221236001716) 0.04938024664914902\n",
      "HMR_2045 : (-8.560221236001716, 8.560221236001716) 0.04938024664914902\n",
      "HMR_2048 : (-8.560221236001716, 8.560221236001716) 0.04938024664914902\n",
      "HMR_2052 : (-8.560221236001716, 8.560221236001716) 0.04938024664914902\n",
      "HMR_2058 : (-8.560221236001716, 8.560221236001716) 0.04938024664914902\n",
      "HMR_2059 : (-8.560221236001716, 8.560221236001716) 0.04938024664914902\n",
      "HMR_2060 : (-8.560221236001716, 8.560221236001716) 0.04938024664914902\n",
      "HMR_2061 : (-8.234765577270835, 8.234765577270835) 0.04938024664914902\n",
      "HMR_2062 : (-8.234765577270835, 8.234765577270835) 0.04938024664914902\n",
      "HMR_2063 : (-8.234765577270835, 8.234765577270835) 0.04938024664914902\n",
      "HMR_2068 : (-68.59445774300436, 68.59445774300436) 0.04938024664914902\n",
      "HMR_2069 : (-68.59445774300436, 68.59445774300436) 0.04938024664914902\n",
      "HMR_2070 : (-68.59445774300436, 68.59445774300436) 0.04938024664914902\n",
      "HMR_2071 : (-68.59445774300436, 68.59445774300436) 0.04938024664914902\n",
      "HMR_2072 : (-68.59445774300436, 68.59445774300436) 0.04938024664914902\n",
      "HMR_2073 : (-68.59445774300436, 68.59445774300436) 0.04938024664914902\n",
      "HMR_2074 : (-68.59445774300436, 68.59445774300436) 0.04938024664914902\n",
      "HMR_2075 : (-68.59445774300436, 68.59445774300436) 0.04938024664914902\n",
      "HMR_2076 : (-8.234765577270835, 8.234765577270835) 0.04938024664914902\n",
      "HMR_2077 : (-8.234765577270835, 8.234765577270835) 0.04938024664914902\n",
      "HMR_2078 : (-8.234765577270835, 8.234765577270835) 0.04938024664914902\n",
      "HMR_2083 : (-68.59445774300436, 68.59445774300436) 0.04938024664914902\n",
      "HMR_2084 : (-68.59445774300436, 68.59445774300436) 0.04938024664914902\n",
      "HMR_2085 : (-68.59445774300436, 68.59445774300436) 0.04938024664914902\n",
      "HMR_2086 : (-68.59445774300436, 68.59445774300436) 0.04938024664914902\n",
      "HMR_2088 : (-8.234765577270835, 8.234765577270835) 0.04938025217815091\n",
      "HMR_2089 : (-8.234765577270835, 8.234765577270835) 0.04938025217815091\n",
      "HMR_2095 : (-68.59445774300436, 68.59445774300436) 0.04938025217815091\n",
      "HMR_2096 : (-68.59445774300436, 68.59445774300436) 0.04938025217815091\n",
      "HMR_2097 : (-68.59445774300436, 68.59445774300436) 0.04938025217815091\n",
      "HMR_2098 : (-68.59445774300436, 68.59445774300436) 0.04938025217815091\n",
      "HMR_2099 : (-8.234765577270835, 8.234765577270835) 0.04938025217815091\n",
      "HMR_2100 : (-8.234765577270835, 8.234765577270835) 0.04938025217815091\n",
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      "HMR_6015 : (-25.94675800877925, 25.94675800877925) 0.04938016023320579\n",
      "HMR_6016 : (-25.94675800877925, 25.94675800877925) 0.04938016025036521\n",
      "HMR_6017 : (-25.94675800877925, 25.94675800877925) 0.04938016025035538\n",
      "HMR_6018 : (-25.94675800877925, 25.94675800877925) 0.049380160250328556\n",
      "HMR_6019 : (-25.94675800877925, 25.94675800877925) 0.049380160250355964\n",
      "HMR_6020 : (-25.94675800877925, 25.94675800877925) 0.049380212100018035\n",
      "HMR_6021 : (-25.94675800877925, 25.94675800877925) 0.04938027127295539\n",
      "HMR_6022 : (-25.94675800877925, 25.94675800877925) 0.04938027127295328\n",
      "HMR_6023 : (-25.94675800877925, 25.94675800877925) 0.04938028433035058\n",
      "HMR_6024 : (-25.94675800877925, 25.94675800877925) 0.04938025185742594\n",
      "HMR_6025 : (-25.94675800877925, 25.94675800877925) 0.049380251857441805\n",
      "HMR_6026 : (-25.94675800877925, 25.94675800877925) 0.049380251857445795\n",
      "HMR_6027 : (-25.94675800877925, 25.94675800877925) 0.049380251857441805\n",
      "HMR_6028 : (-25.94675800877925, 25.94675800877925) 0.049380251857441805\n",
      "HMR_6029 : (-25.94675800877925, 25.94675800877925) 0.04938025185746943\n",
      "HMR_6030 : (-25.94675800877925, 25.94675800877925) 0.04938025185745842\n",
      "HMR_6031 : (-25.94675800877925, 25.94675800877925) 0.04938028433248792\n",
      "HMR_6032 : (-25.94675800877925, 25.94675800877925) 0.049380284099204516\n",
      "HMR_6033 : (-25.94675800877925, 25.94675800877925) 0.049380284099203635\n",
      "HMR_6034 : (-25.94675800877925, 25.94675800877925) 0.04938028409920317\n",
      "HMR_6035 : (-25.94675800877925, 25.94675800877925) 0.04938028409920317\n",
      "HMR_6036 : (-25.94675800877925, 25.94675800877925) 0.04938028409920317\n",
      "HMR_6037 : (-25.94675800877925, 25.94675800877925) 0.04938028409919802\n",
      "HMR_6038 : (-25.94675800877925, 25.94675800877925) 0.04938027841224526\n",
      "HMR_6039 : (-25.94675800877925, 25.94675800877925) 0.049380278412229285\n",
      "HMR_6040 : (-25.94675800877925, 25.94675800877925) 0.04938027841223476\n",
      "HMR_6041 : (-25.94675800877925, 25.94675800877925) 0.049380278412202584\n",
      "HMR_6042 : (-25.94675800877925, 25.94675800877925) 0.04938026728131725\n",
      "HMR_6043 : (-25.94675800877925, 25.94675800877925) 0.04938026728134227\n",
      "HMR_6044 : (-25.94675800877925, 25.94675800877925) 0.04938027841223819\n",
      "HMR_6045 : (-25.94675800877925, 25.94675800877925) 0.04938027841217619\n",
      "HMR_6046 : (-25.94675800877925, 25.94675800877925) 0.04938028409919952\n",
      "HMR_6047 : (-25.94675800877925, 25.94675800877925) 0.04938028409611614\n",
      "HMR_6048 : (-25.94675800877925, 25.94675800877925) 0.049380284096130704\n",
      "HMR_6049 : (-25.94675800877925, 25.94675800877925) 0.049380159754537044\n",
      "HMR_6050 : (-25.94675800877925, 25.94675800877925) 0.049380199561823\n",
      "HMR_6051 : (-25.94675800877925, 25.94675800877925) 0.04938028409919861\n",
      "HMR_6052 : (-25.94675800877925, 25.94675800877925) 0.049380284099201824\n",
      "HMR_6053 : (-25.94675800877925, 25.94675800877925) 0.04938028409919289\n",
      "HMR_6054 : (-25.94675800877925, 25.94675800877925) 0.04938028409919289\n",
      "HMR_6055 : (-12.693540348773046, 12.693540348773046) 0.04938028409919289\n",
      "HMR_6241 : (-2.7343386820636204, 2.7343386820636204) 0.04938028409919289\n",
      "HMR_6243 : (-2.7343386820636204, 2.7343386820636204) 0.04938028409919289\n",
      "HMR_6245 : (-1.6639493541722223, 1.6639493541722223) 0.04938028409919289\n",
      "HMR_6257 : (-7.216381137586406, 7.216381137586406) 0.04938028409919289\n",
      "HMR_6366 : (-7.567073081174141, 7.567073081174141) 0.04938028409919289\n",
      "HMR_6367 : (-7.567073081174141, 7.567073081174141) 0.04938028409919289\n",
      "HMR_6368 : (-7.567073081174141, 7.567073081174141) 0.04938028409919289\n",
      "HMR_6512 : (-47.35036298530092, 47.35036298530092) 0.04938028409919289\n",
      "HMR_6732 : (-2.7343386820636204, 2.7343386820636204) 0.04938028409919289\n",
      "HMR_8676 : (-3.0703034506306865, 3.0703034506306865) 0.04938028409919289\n",
      "HMR_8846 : (-10.774608391508488, 10.774608391508488) 0.04938028409919289\n",
      "HMR_8861 : (-0.1814206402801419, 0.1814206402801419) 0.04938028409919289\n",
      "HMR_9192 : (-1.5078301522549409, 1.5078301522549409) 0.04938028409919289\n",
      "HMR_9618 : (-0.4374408243635429, 0.4374408243635429) 0.04938028409919289\n",
      "HMR_4312 : (-46.901931994901894, 46.901931994901894) 0.04938028409919289\n",
      "HMR_0158 : (-71.49928568474763, 71.49928568474763) 0.04938028409919289\n",
      "HMR_3863 : (-5.58663865962748, 5.58663865962748) 0.04938028409919294\n",
      "HMR_4843 : (-3.957923511007254, 3.957923511007254) 0.04938028418809834\n",
      "HMR_4914 : (-6.226277310152621, 6.226277310152621) 0.04938027208994587\n",
      "HMR_5022 : (-0.7483753557433246, 0.7483753557433246) 0.049380272089949453\n",
      "HMR_5292 : (-3.548563872185227, 3.548563872185227) 0.0493802773202732\n",
      "HMR_6328 : (-21.614855582325887, 21.614855582325887) 0.049380277320276555\n",
      "HMR_8475 : (-7.567073081174141, 7.567073081174141) 0.049380277320276555\n",
      "HMR_4908 : (-42.9392051166241, 42.9392051166241) 0.049380277320276555\n",
      "HMR_4930 : (-25.94675800877925, 25.94675800877925) 0.049380277320276555\n",
      "HMR_8476 : (-7.567073081174141, 7.567073081174141) 0.049380277320276555\n",
      "HMR_4314 : (-46.901931994901894, 46.901931994901894) 0.049380277320276555\n",
      "HMR_1917 : (-15.050771765961128, 15.050771765961128) 0.04938027732030341\n",
      "HMR_0918 : (-10.877723199758416, 10.877723199758416) 0.0493802773203913\n",
      "HMR_1916 : (-15.050771765961128, 15.050771765961128) 0.0493802773203913\n",
      "HMR_6578 : (-46.901931994901894, 46.901931994901894) 0.0493802773203913\n",
      "HMR_7434 : (-4.498889086976804, 4.498889086976804) 0.0493802773203913\n",
      "HMR_7694 : (-5.421593605149392, 5.421593605149392) 0.0493802773203913\n",
      "HMR_7695 : (-5.421593605149392, 5.421593605149392) 0.0493802773203913\n",
      "HMR_7743 : (-15.56441812464014, 15.56441812464014) 0.0493802773203913\n",
      "HMR_8496 : (-3.548563872185227, 3.548563872185227) 0.0493802773203913\n",
      "HMR_8857 : (-10.877723199758416, 10.877723199758416) 0.0493802773203913\n",
      "HMR_4313 : (-46.901931994901894, 46.901931994901894) 0.0493802773203913\n",
      "HMR_0664 : (-5.346928531458101, 5.346928531458101) 0.0493802773203913\n",
      "HMR_0730 : (-24.983752767568262, 24.983752767568262) 0.0493802773203913\n",
      "HMR_1392 : (-1.8894735425311093, 1.8894735425311093) 0.0493802773203913\n",
      "HMR_4856 : (-11.507095467223213, 11.507095467223213) 0.0493802773203913\n",
      "HMR_5342 : (-2.0867837661420663, 2.0867837661420663) 0.049380260730959885\n",
      "HMR_7649 : (-7.27338076797197, 7.27338076797197) 0.049380260730959885\n",
      "ARGtm : (-2.8743248411980957, 2.8743248411980957) 0.04938027858723824\n",
      "C161CPT12 : (-9.506564126897299, 9.506564126897299) 0.049380278587205506\n",
      "C181CPT1 : (-9.506564126897299, 9.506564126897299) 0.049380278587205506\n",
      "CITRtm : (-2.8743248411980957, 2.8743248411980957) 0.049380278587205506\n",
      "CSNAT2x : (-6.857844181352249, 6.857844181352249) 0.049380278587205506\n",
      "DAGKn_hs : (-5.3065210907159415, 5.3065210907159415) 0.04938027191961477\n",
      "ELAIDCPT1 : (-9.506564126897299, 9.506564126897299) 0.04938027191958461\n",
      "IPDDIx : (-6.551516017628014, 6.551516017628014) 0.04938027191958461\n",
      "LNLNCACPT1 : (-9.506564126897299, 9.506564126897299) 0.04938027191958464\n",
      "NAHCO3_HCLt : (-0.6089038425274242, 0.6089038425274242) 0.049380209631729156\n",
      "NAt : (-5.162695607126745, 5.162695607126745) 0.04938020963172853\n",
      "NAt5 : (-4.103277064228584, 4.103277064228584) 0.049380280821591224\n",
      "NCNt : (-1.970411945389473, 1.970411945389473) 0.049380259214819325\n",
      "NH4t3r : (-0.0976107966264223, 0.0976107966264223) 0.049380259214791465\n",
      "PHETA1m : (-6.058532970201611, 6.058532970201611) 0.04938025921478905\n",
      "r0309 : (-9.142311318245959, 9.142311318245959) 0.04938025921478905\n",
      "r0494 : (-1.3869731371033618, 1.3869731371033618) 0.04938025921478905\n",
      "r0497 : (-1.3869731371033618, 1.3869731371033618) 0.04938025921478905\n",
      "r0633 : (-9.142311318245959, 9.142311318245959) 0.04938025921478905\n",
      "r0638 : (-9.142311318245959, 9.142311318245959) 0.04938025921478905\n",
      "r0652 : (-9.142311318245959, 9.142311318245959) 0.04938025921478905\n",
      "r0735 : (-9.142311318245959, 9.142311318245959) 0.04938025921478905\n",
      "r0752 : (-7.201287936700914, 7.201287936700914) 0.04938025921478905\n",
      "r0754 : (-7.201287936700914, 7.201287936700914) 0.04938025921478905\n",
      "r0756 : (-7.201287936700914, 7.201287936700914) 0.04938025921478905\n",
      "r0791 : (-9.142311318245959, 9.142311318245959) 0.04938025921478905\n",
      "RE0344M : (-7.796948106996371, 7.796948106996371) 0.04938025921478905\n",
      "RE0344X : (-5.335799218164926, 5.335799218164926) 0.04938025921478905\n",
      "RE0577M : (-7.796948106996371, 7.796948106996371) 0.04938025921478905\n",
      "RE0577X : (-5.335799218164926, 5.335799218164926) 0.04938025921478905\n",
      "RE0578M : (-7.796948106996371, 7.796948106996371) 0.04938025921478905\n",
      "RE0578X : (-5.335799218164926, 5.335799218164926) 0.04938025921478905\n",
      "RE0579M : (-7.796948106996371, 7.796948106996371) 0.04938025921478905\n",
      "RE0579X : (-5.335799218164926, 5.335799218164926) 0.04938025921478905\n",
      "RE0702L : (-7.956761792471395, 7.956761792471395) 0.04938025921478905\n",
      "RE0702M : (-12.4388961323782, 12.4388961323782) 0.04938025921478905\n",
      "RE1233M : (-4.2868441930361545, 4.2868441930361545) 0.04938025921478905\n",
      "RE1514M : (-19.52950040525925, 19.52950040525925) 0.04938025921478905\n",
      "RE1514X : (-19.896871470907776, 19.896871470907776) 0.04938025921478905\n",
      "RE1516X : (-6.121728280974012, 6.121728280974012) 0.04938025921478905\n",
      "RE1517X : (-6.121728280974012, 6.121728280974012) 0.04938025921478905\n",
      "RE1518X : (-6.121728280974012, 6.121728280974012) 0.04938025921478905\n",
      "RE1796M : (-0.1634987322828795, 0.1634987322828795) 0.04938025349363546\n",
      "RE1835M : (-7.796948106996371, 7.796948106996371) 0.049380253493628005\n",
      "RE2270E : (-0.0852886748169874, 0.0852886748169874) 0.049380253493628005\n",
      "RE2273E : (-0.0852886748169874, 0.0852886748169874) 0.049380253493628005\n",
      "RE2443M : (-17.808936319035787, 17.808936319035787) 0.049380253493628005\n",
      "RE2445E : (-0.4685311861628721, 0.4685311861628721) 0.049380253493628005\n",
      "RE2513L : (-7.956761792471395, 7.956761792471395) 0.049380253493628005\n",
      "RE2514L : (-7.956761792471395, 7.956761792471395) 0.049380253493628005\n",
      "RE2910M : (-31.14161821117733, 31.14161821117733) 0.049380253493628005\n",
      "RE2910X : (-8.326141818311322, 8.326141818311322) 0.049380253493628005\n",
      "RE2913X : (-6.121728280974012, 6.121728280974012) 0.049380253493628005\n",
      "RE2914X : (-6.121728280974012, 6.121728280974012) 0.049380253493628005\n",
      "RE2915M : (-9.888385961714167, 9.888385961714167) 0.049380253493628005\n",
      "RE2915X : (-6.121728280974012, 6.121728280974012) 0.049380253493628005\n",
      "RE2921M : (-20.844313943780318, 20.844313943780318) 0.049380253493628005\n",
      "RE2999M : (-13.380901750310798, 13.380901750310798) 0.049380253493628005\n",
      "RE3003M : (-13.380901750310798, 13.380901750310798) 0.049380253493628005\n",
      "RE3004M : (-20.844313943780318, 20.844313943780318) 0.049380253493628005\n",
      "RE3005M : (-18.628973659676767, 18.628973659676767) 0.049380253493628005\n",
      "RE3006M : (-16.56749302849618, 16.56749302849618) 0.049380253493628005\n",
      "RE3074X : (-19.896871470907776, 19.896871470907776) 0.049380253493628005\n",
      "RE3111M : (-0.1634987322828795, 0.1634987322828795) 0.049380253493628005\n",
      "RE3248M : (-20.844313943780318, 20.844313943780318) 0.049380253493628005\n",
      "RE3250M : (-18.628973659676767, 18.628973659676767) 0.049380253493628005\n",
      "RE3250X : (-8.326141818311322, 8.326141818311322) 0.049380253493628005\n",
      "RE3335M : (-19.52950040525925, 19.52950040525925) 0.049380253493628005\n",
      "RE3335R : (-19.896871470907776, 19.896871470907776) 0.049380253493628005\n",
      "RE3335X : (-19.896871470907776, 19.896871470907776) 0.049380253493628005\n",
      "RE3339C : (-1.3473595117099908, 1.3473595117099908) 0.049380253493628005\n",
      "RE3343C : (-1.3473595117099908, 1.3473595117099908) 0.049380253493628005\n",
      "RE3346C : (-5.841932875826412, 5.841932875826412) 0.049380284128338836\n",
      "RE3346R : (-4.893672851889233, 4.893672851889233) 0.049380284128330024\n",
      "RE3444C : (-1.3473595117099908, 1.3473595117099908) 0.049380284128330024\n",
      "RE3446M : (-19.52950040525925, 19.52950040525925) 0.049380284128330024\n",
      "RE3446R : (-19.896871470907776, 19.896871470907776) 0.049380284128330024\n",
      "RE3446X : (-19.896871470907776, 19.896871470907776) 0.049380284128330024\n",
      "RE3470C : (-10.066784127524498, 10.066784127524498) 0.049380284128330024\n",
      "RE3520M : (-17.357694108269673, 17.357694108269673) 0.049380284128330024\n",
      "RE3521M : (-17.808936319035787, 17.808936319035787) 0.049380284128330024\n",
      "RE3532M : (-17.808936319035787, 17.808936319035787) 0.049380284128330024\n",
      "RE3532R : (-20.773407537868163, 20.773407537868163) 0.049380284128330024\n",
      "RE3533M : (-17.808936319035787, 17.808936319035787) 0.049380284128330024\n",
      "RE3533R : (-20.773407537868163, 20.773407537868163) 0.049380284128330024\n",
      "RE3534M : (-17.808936319035787, 17.808936319035787) 0.049380284128330024\n",
      "RE3534R : (-20.773407537868163, 20.773407537868163) 0.049380284128330024\n",
      "RE3554M : (-17.808936319035787, 17.808936319035787) 0.049380284128330024\n",
      "RE3554R : (-20.773407537868163, 20.773407537868163) 0.049380284128330024\n",
      "RE3557M : (-17.808936319035787, 17.808936319035787) 0.049380284128330024\n",
      "RE3557R : (-20.773407537868163, 20.773407537868163) 0.049380284128330024\n",
      "RE3560C : (-1.3473595117099908, 1.3473595117099908) 0.049380284128330024\n",
      "PIt8 : (-11.417692259266666, 11.417692259266666) 0.049380284128330024\n",
      "C100CPT1 : (-9.506564126897299, 9.506564126897299) 0.049380284128330024\n",
      "C101CPT1 : (-9.506564126897299, 9.506564126897299) 0.049380284128330024\n",
      "C102CPT1 : (-9.506564126897299, 9.506564126897299) 0.049380284128330024\n",
      "C10DCc : (-9.506564126897299, 9.506564126897299) 0.049380284128330024\n",
      "C10OHc : (-9.506564126897299, 9.506564126897299) 0.049380284128330024\n",
      "C120CPT1 : (-9.506564126897299, 9.506564126897299) 0.049380284128330024\n",
      "C121CPT1 : (-9.506564126897299, 9.506564126897299) 0.049380284128330024\n",
      "C12OHc : (-9.506564126897299, 9.506564126897299) 0.049380284128330024\n",
      "C140CPT1 : (-9.506564126897299, 9.506564126897299) 0.04938028412834176\n",
      "C141CPT1 : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "C141OHc : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "C142CPT1 : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "C142OHc : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "C14OHc : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "C161OHc : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "C162OHc : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "C16DCc : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "C16OHc : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "C181OHc : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "C182OHc : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "C18OHc : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "C4OHc : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "C50CPT1 : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "C51CPT1 : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "C60CPT1 : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "C6DCc : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "C81CPT1 : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "C8DCc : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "FAOXC12DCc : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "FAOXC3DC : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "FAOXC4C4DCc : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "FAOXC5C5DCc : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "FAOXC5OHc : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "OCD11COACPT1 : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "OCTDECCPT1 : (-9.506564126897299, 9.506564126897299) 0.04938028412833284\n",
      "ALAALACNc : (-6.593676458718341, 6.593676458718341) 0.04938028412833284\n",
      "GLYGLYCNc : (-6.593676458718341, 6.593676458718341) 0.04938028412833284\n",
      "LKYNRtr : (-3.5387864546623224, 3.5387864546623224) 0.04938028412833284\n",
      "KYNATEtr : (-0.01435529297707, 0.01435529297707) 0.049380273053465144\n",
      "FOLOAT2tc : (-0.084744620868468, 0.084744620868468) 0.04938027305349781\n",
      "FOLOATPtc : (-0.01435529297707, 0.01435529297707) 0.04938027305349781\n",
      "H2OGLYAQPt : (-3.1081511644634516, 3.1081511644634516) 0.04938027305349781\n",
      "ALAARGCYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ALAARGGLYt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ALAASNLEUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ALAGLYLYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ALAHISALAt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ALALYSTHRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ARGALAALAt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ARGALAPHEt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ARGALATHRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ARGARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ARGARGLYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ARGARGMETt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ARGCYSGLYt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ARGCYSSERt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ARGGLUGLUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ARGGLUPROt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ARGGLYGLYt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ARGHISTHRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ARGLEUPHEt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ARGLYSASPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ARGPHEARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ARGPROMETt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ARGPROTHRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ARGSERSERt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ARGTYRVALt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ARGVALCYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ARGVALTRPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ASNASNARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ASNCYSCYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ASNMETPROt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ASNPHEASPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ASNPHECYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ASNTYRGLYt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ASNTYRPHEt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ASNTYRTHRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ASPALAARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ASPASNGLUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ASPGLUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ASPGLUPROt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ASPGLUTRPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ASPHISCYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ASPHISPROt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ASPLYSGLUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ASPLYSHISt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ASPMETASPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ASPPROLYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ASPVALASNt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "CYSASNMETt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "CYSASPPHEt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "CYSCYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "CYSGLNMETt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "CYSGLUHISt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "CYSGLUTRPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "CYSLEUTHRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "CYSSERMETt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "CYSTYRASNt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLNASNGLNt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLNHISHISt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLNHISLYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLNLYSLYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLNLYSTRPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLNPROGLUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLNTRPGLUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLNTYRLEUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLUARGLEUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLUASNLEUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLUGLUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLUILELYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLULEUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLUMETt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLUMETHISt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLUTHRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLUTHRLYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLUTRPALAt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLYHISASNt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLYHISLYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLYLYSCYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLYLYSPHEt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLYTYRLYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "GLYVALHISt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "HISARGCYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "HISARGSERt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "HISASPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "HISCYSCYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "HISGLNALAt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "HISGLUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "HISGLUGLNt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "HISGLYLYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "HISHISLYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "HISLYSALAt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "HISLYSGLUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "HISLYSILEt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "HISLYSTHRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "HISLYSVALt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "HISMETt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "HISMETGLNt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "HISPHEARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "HISPROLYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "HISTRPHISt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ILEARGILEt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ILEASNHISt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ILEASPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ILEGLNGLUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ILEGLYARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ILEPROLYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ILESERARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ILETRPTYRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "LEUALAARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "LEUASNASPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "LEUASPLYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "LEULEUTRPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "LEUPROt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "LEUPROARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "LEUSERTRPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "LEUTRPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "LEUTRPARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "LEUTYRTYRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "LEUVALt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "LYSARGLEUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "LYSCYSHISt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "LYSGLNPHEt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "LYSGLUGLUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "LYSLYSLYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "LYSPHEILEt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "LYSTRPARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "LYSTYRILEt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "LYSVALPHEt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "LYSVALTRPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "METARGLEUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "METASNTYRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "METGLNTYRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "METGLYARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "METHISLYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "METMETILEt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "METPHEARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "METTRPPHEt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PHEASNMETt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PHEASPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PHEGLNPHEt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PHELEUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PHELEUASPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PHELEUHISt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PHELYSALAt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PHELYSPROt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PHEPHEt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PHEPHEASNt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PHEPHETHRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PHEPROARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PHESERTRPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PHETHRLYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PHETRPLEUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PHETYRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PHETYRGLNt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PHETYRLYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PROARGASPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PROARGCYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PROASNCYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PROCYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PROGLNPROt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PROGLULYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PROHISt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PROHISTYRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PROLEUARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PROLYSPROt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PROPHEt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PROPROARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PROPROPROt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PROTRPLYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PROTRPTHRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "PROVALGLNt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "SERARGALAt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "SERARGTRPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "SERCYSARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "SERGLYGLUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "SERLYSHISt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "SERPHELYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "SERTRPHISt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "THRARGTYRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "THRASNTYRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "THRGLNGLUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "THRGLNTYRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "THRHISHISt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "THRILEARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "THRMETARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "THRPHEARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "THRSERARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "THRTHRARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "THRTYRMETt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPALAPROt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPARGALAt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPASPASPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPGLNGLNt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPGLUGLYt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPGLULEUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPGLUPROt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPGLUTYRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPGLYLEUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPGLYPHEt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPGLYVALt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPHISMETt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPILELYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPILETRPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPLEUVALt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPLYSt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPMETARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPMETVALt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPPHEt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPPROGLYt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPPROLEUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPPROVALt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPSERTYRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPTHRGLUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPTHRILEt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPTHRTYRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPTYRGLNt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPTYRTYRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPVALASPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TYRALAt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TYRALAPHEt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TYRARGGLUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TYRARGSERt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TYRASPARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TYRCYSGLYt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TYRCYSTHRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TYRGLUt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TYRLEUARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TYRPHETYRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TYRTHRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TYRTRPPHEt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TYRTYRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TYRVALMETt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "VALARGGLYt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "VALHISASNt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "VALLEUPHEt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "VALLYSTYRt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "VALPHEARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "VALPROTRPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "VALSERARGt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "VALTRPPHEt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "VALTRPVALt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "VALVALt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "TRPGLYASPt : (-1.2754838926672876, 1.2754838926672876) 0.04938027305349781\n",
      "ADNCNT3tc : (-1.181420640280142, 1.181420640280142) 0.04938027291488336\n",
      "GLYLEUHYDROc : (-7.075545466475393, 7.075545466475393) 0.04938027291487667\n",
      "THMt3 : (-4.857881495486794, 4.857881495486794) 0.049380284128347315\n",
      "PHPYRte : (-15.948615808755811, 15.948615808755811) 0.049380284128341355\n",
      "VANILPYRc : (-6.261515771421062, 6.261515771421062) 0.049380284128341355\n",
      "CE2705t : (-7.567073081174141, 7.567073081174141) 0.049380284128341355\n",
      "MMAte : (-0.6507645591169022, 0.6507645591169022) 0.049380284128341355\n",
      "TYMte : (-1.6639493541722223, 1.6639493541722223) 0.049380284128341355\n",
      "13DAMPPte : (-1.6639493541722223, 1.6639493541722223) 0.049380284128341355\n",
      "CE1918te : (-0.01435529297707, 0.01435529297707) 0.049380284128341355\n",
      "34DHPHAte : (-0.01435529297707, 0.01435529297707) 0.049380284128341355\n",
      "34DHOXMANDte : (-0.01435529297707, 0.01435529297707) 0.049380284128341355\n",
      "CE6205te : (-0.01435529297707, 0.01435529297707) 0.049380284128341355\n",
      "12DHCHOLt : (-1.2367313895247964, 1.2367313895247964) 0.049380284128341355\n",
      "3DHCDCHOLt : (-1.2367313895247964, 1.2367313895247964) 0.049380284128341355\n",
      "3DHCHOLt : (-1.2367313895247964, 1.2367313895247964) 0.049380284128341355\n",
      "3DHDCAt : (-1.2367313895247964, 1.2367313895247964) 0.049380284128341355\n",
      "3DHLCAt : (-1.2367313895247964, 1.2367313895247964) 0.049380284128341355\n",
      "7DHCDCHOLt : (-1.2367313895247964, 1.2367313895247964) 0.049380284128341355\n",
      "7DHCHOLt : (-1.2367313895247964, 1.2367313895247964) 0.049380284128341355\n",
      "CA3St : (-0.0426443374084937, 0.0426443374084937) 0.049380284128341355\n",
      "HC02220t : (-0.0426443374084937, 0.0426443374084937) 0.04938028412835468\n",
      "COPROSTt : (-1.2367313895247964, 1.2367313895247964) 0.049380284128340446\n",
      "DCA3St : (-0.0426443374084937, 0.0426443374084937) 0.049380284128340446\n",
      "GCA3St : (-0.0426443374084937, 0.0426443374084937) 0.049380284128340446\n",
      "GCDCA3St : (-0.0426443374084937, 0.0426443374084937) 0.049380284128340446\n",
      "GDCA3St : (-0.0426443374084937, 0.0426443374084937) 0.049380284128340446\n",
      "GUDCA3St : (-0.0426443374084937, 0.0426443374084937) 0.049380284128340446\n",
      "HYOCHOLt : (-1.2367313895247964, 1.2367313895247964) 0.049380284128340446\n",
      "ICDCHOLt : (-1.2367313895247964, 1.2367313895247964) 0.049380284128340446\n",
      "ISOCHOLt : (-1.2367313895247964, 1.2367313895247964) 0.049380284128340446\n",
      "LCA3St : (-0.0426443374084937, 0.0426443374084937) 0.049380284128340446\n",
      "TCA3St : (-0.0426443374084937, 0.0426443374084937) 0.049380284128340446\n",
      "TCDCA3St : (-0.0426443374084937, 0.0426443374084937) 0.049380284128340446\n",
      "TDCA3St : (-0.0426443374084937, 0.0426443374084937) 0.049380284128340446\n",
      "THYOCHOLt : (-1.2367313895247964, 1.2367313895247964) 0.049380284128340446\n",
      "TUDCA3St : (-0.0426443374084937, 0.0426443374084937) 0.049380284128340446\n",
      "UCHOLt : (-1.2367313895247964, 1.2367313895247964) 0.049380284128340446\n",
      "UDCA3St : (-0.0426443374084937, 0.0426443374084937) 0.049380284128340446\n",
      "UDCHOLt : (-1.2367313895247964, 1.2367313895247964) 0.049380284128340446\n",
      "2HATVACIDthc : (-3.18269229751619, 3.18269229751619) 0.049380284128340446\n",
      "2HATVLACthc : (-3.18269229751619, 3.18269229751619) 0.04938028412835118\n",
      "35DHPVSthc : (-3.18269229751619, 3.18269229751619) 0.0493802841283578\n",
      "3HPVSthc : (-3.18269229751619, 3.18269229751619) 0.04938028450472371\n",
      "3ISPVSthc : (-3.18269229751619, 3.18269229751619) 0.04938027558120626\n",
      "4HATVACIDthc : (-3.18269229751619, 3.18269229751619) 0.049380275581238774\n",
      "4HATVLACthc : (-3.18269229751619, 3.18269229751619) 0.049380275581238774\n",
      "6EPVSthc : (-3.18269229751619, 3.18269229751619) 0.04938027241033266\n",
      "ATVLACThc : (-3.18269229751619, 3.18269229751619) 0.04938027241033266\n",
      "PTVSTtu : (-3.19704759049326, 3.19704759049326) 0.04938027241030015\n",
      "RSVtu : (-3.19704759049326, 3.19704759049326) 0.04938025002665967\n",
      "number of reversible, AND reactions = 92\n",
      "number of forward, AND reactions = 561\n",
      "HMR_4137 : (0, 0.0) 0.04938028450747669\n",
      "HMR_4415 : (0, 0.0285691521967709) 0.04938028450747058\n",
      "HMR_3800 : (0, 2.671293372481576) 0.04938028450747058\n",
      "HMR_8433 : (0, 1.9297909977185967) 0.04938028450747058\n",
      "HMR_8434 : (0, 1.9297909977185967) 0.04938028450747058\n",
      "HMR_8435 : (0, 1.9297909977185967) 0.04938028450747058\n",
      "HMR_8436 : (0, 1.9297909977185967) 0.04938028450747058\n",
      "HMR_4239 : (0, 4.653633311386255) 0.04938028450747058\n",
      "HMR_6978 : (0, 3.305970520984386) 0.04938028450747058\n",
      "HMR_8029 : (0, 3.305970520984386) 0.04938028450747058\n",
      "HMR_3164 : (0, 2.137503523749935) 0.04938028450747058\n",
      "HMR_3166 : (0, 4.542877099354142) 0.04938028450747058\n",
      "HMR_3206 : (0, 4.05484847699562) 0.04938028450747058\n",
      "HMR_3208 : (0, 4.55028504908841) 0.04938028450747058\n",
      "HMR_6419 : (0, 2.3305584000308026) 0.04938028450747058\n",
      "HMR_6421 : (0, 2.3305584000308026) 0.04938028450747058\n",
      "HMR_3748 : (0, 2.3305584000308026) 0.04938028450747058\n",
      "HMR_3753 : (0, 2.137503523749935) 0.04938028450747058\n",
      "HMR_3767 : (0, 2.3305584000308026) 0.04938028450747058\n",
      "HMR_3773 : (0, 3.595742339474399) 0.04938028450747058\n",
      "HMR_3780 : (0, 2.3305584000308026) 0.04938028450747058\n",
      "HMR_3785 : (0, 2.137503523749935) 0.04938028450747058\n",
      "HMR_6416 : (0, 2.3305584000308026) 0.04938028450747058\n",
      "HMR_7577 : (0, 3.177917792195843) 0.04938028450747058\n",
      "HMR_5297 : (0, 4.653633311386255) 0.04938028450747058\n",
      "HMR_6914 : (0, 0.0) 0.04938028450747058\n",
      "HMR_6916 : (0, 6.163901213814542) 0.030058960167320938\n",
      "HMR_6918 : (0, 5.188638294561388) 0.030058960167313218\n",
      "HMR_6921 : (0, 4.358255586705128) 0.030058960167313218\n",
      "HMR_2511 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_2512 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_2513 : (0, 1.5753123306874368) 0.030058960167313218\n",
      "HMR_2409 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_2410 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_2411 : (0, 1.5753123306874368) 0.030058960167313218\n",
      "HMR_3449 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_3450 : (0, 4.542877099354142) 0.030058960167313218\n",
      "HMR_3453 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_3460 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_3462 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_3463 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_3464 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_3467 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_3472 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_1163 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_1164 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_1165 : (0, 4.542877099354142) 0.030058960167313218\n",
      "HMR_1166 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_1167 : (0, 4.05484847699562) 0.030058960167313218\n",
      "HMR_1168 : (0, 1.5753123306874368) 0.030058960167313218\n",
      "HMR_1206 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_1207 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_1208 : (0, 4.542877099354142) 0.030058960167313218\n",
      "HMR_1209 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_1210 : (0, 4.05484847699562) 0.030058960167313218\n",
      "HMR_1211 : (0, 1.5753123306874368) 0.030058960167313218\n",
      "HMR_1255 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_1256 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_1257 : (0, 4.542877099354142) 0.030058960167313218\n",
      "HMR_1258 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_1259 : (0, 4.05484847699562) 0.030058960167313218\n",
      "HMR_1260 : (0, 1.5753123306874368) 0.030058960167313218\n",
      "HMR_1272 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_1273 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_1274 : (0, 4.542877099354142) 0.030058960167313218\n",
      "HMR_1275 : (0, 2.137503523749935) 0.030058960167313218\n",
      "HMR_1276 : (0, 4.05484847699562) 0.030058960167313218\n",
      "HMR_1277 : (0, 1.5753123306874368) 0.030058960167313218\n",
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      "HMR_7388 : (0, 3.177917792195843) 0.028458769579873377\n",
      "HMR_7392 : (0, 3.177917792195843) 0.028458769579873377\n",
      "HMR_7396 : (0, 3.177917792195843) 0.028458769579873377\n",
      "HMR_7400 : (0, 3.177917792195843) 0.028458769579873377\n",
      "HMR_7404 : (0, 3.177917792195843) 0.028458769579873377\n",
      "HMR_7408 : (0, 3.177917792195843) 0.028458769579873377\n",
      "HMR_7412 : (0, 3.177917792195843) 0.028458769579873377\n",
      "HMR_7416 : (0, 3.177917792195843) 0.028458769579873377\n",
      "HMR_7420 : (0, 3.177917792195843) 0.028458769579873377\n",
      "HMR_7424 : (0, 3.177917792195843) 0.028458769579873377\n",
      "HMR_7426 : (0, 3.177917792195843) 0.028458769579873377\n",
      "HMR_7455 : (0, 3.177917792195843) 0.028458769579873377\n",
      "HMR_7456 : (0, 3.177917792195843) 0.028458769579873377\n",
      "HMR_7457 : (0, 3.177917792195843) 0.028458769579873377\n",
      "HMR_7461 : (0, 3.177917792195843) 0.028458769579873377\n",
      "HMR_7465 : (0, 3.177917792195843) 0.028458769579873377\n",
      "HMR_7467 : (0, 3.177917792195843) 0.028458769579873377\n",
      "HMR_7484 : (0, 3.177917792195843) 0.028458769579873377\n",
      "HMR_7485 : (0, 3.177917792195843) 0.028458769579873377\n",
      "HMR_7486 : (0, 3.177917792195843) 0.028458769579873377\n",
      "HMR_1642 : (0, 2.137503523749935) 0.028458769579873377\n",
      "HMR_1646 : (0, 2.137503523749935) 0.028458769579873377\n",
      "HMR_1706 : (0, 2.137503523749935) 0.028458769579873377\n",
      "HMR_1708 : (0, 2.137503523749935) 0.028458769579873377\n",
      "HMR_3923 : (0, 1.9297909977185967) 0.028458769579873377\n",
      "HMR_4665 : (0, 1.9297909977185967) 0.028458769579873377\n",
      "HMR_2118 : (0, 0.0) 0.02845876957987067\n",
      "HMR_8004 : (0, 0.0) 0.0284587695798707\n",
      "HMR_8008 : (0, 0.0) 0.028458769579871084\n",
      "HMR_9556 : (0, 0.0285691521967709) 0.0284587695798707\n",
      "HMR_4931 : (0, 4.131754090984813) 0.0284587695798707\n",
      "HMR_5550 : (0, 0.3561438102252753) 0.0284587695798707\n",
      "HMR_5907 : (0, 0.3561438102252753) 0.0284587695798707\n",
      "HMR_5908 : (0, 0.3561438102252753) 0.0284587695798707\n",
      "HMR_5909 : (0, 0.3561438102252753) 0.0284587695798707\n",
      "HMR_5910 : (0, 0.3561438102252753) 0.0284587695798707\n",
      "HMR_5911 : (0, 0.3561438102252753) 0.0284587695798707\n",
      "HMR_5912 : (0, 0.3561438102252753) 0.0284587695798707\n",
      "HMR_5913 : (0, 0.3561438102252753) 0.028458769549406883\n",
      "HMR_5914 : (0, 0.3561438102252753) 0.028458769549415567\n",
      "HMR_5915 : (0, 0.3561438102252753) 0.028458769549415567\n",
      "HMR_5916 : (0, 0.3561438102252753) 0.028458769549415567\n",
      "HMR_5917 : (0, 0.3561438102252753) 0.028458769549415567\n",
      "HMR_5918 : (0, 0.3561438102252753) 0.028458769549415567\n",
      "HMR_5919 : (0, 0.3561438102252753) 0.028458769549415567\n",
      "HMR_5920 : (0, 0.3561438102252753) 0.02845876954939818\n",
      "HMR_5921 : (0, 0.3561438102252753) 0.028458769549428064\n",
      "HMR_5922 : (0, 0.3561438102252753) 0.02845876954943114\n",
      "HMR_5923 : (0, 0.3561438102252753) 0.02845876954942686\n",
      "HMR_5924 : (0, 0.3561438102252753) 0.02845876954942405\n",
      "HMR_5925 : (0, 0.3561438102252753) 0.028458769549412424\n",
      "HMR_5926 : (0, 0.3561438102252753) 0.028458769549412424\n",
      "HMR_5927 : (0, 0.3561438102252753) 0.02845876954942654\n",
      "HMR_5928 : (0, 0.3561438102252753) 0.02845876954942654\n",
      "HMR_5929 : (0, 0.3561438102252753) 0.02845876954942654\n",
      "HMR_5930 : (0, 0.3561438102252753) 0.02845876954942654\n",
      "HMR_5931 : (0, 0.3561438102252753) 0.028458769549398407\n",
      "HMR_5932 : (0, 0.3561438102252753) 0.02845876954942551\n",
      "HMR_5933 : (0, 0.3561438102252753) 0.028458769549409547\n",
      "HMR_5934 : (0, 0.3561438102252753) 0.028458769549430694\n",
      "HMR_5935 : (0, 0.3561438102252753) 0.028458769549411105\n",
      "HMR_5936 : (0, 0.3561438102252753) 0.028458769549411105\n",
      "HMR_5937 : (0, 0.3561438102252753) 0.028458769549420948\n",
      "HMR_5938 : (0, 0.3561438102252753) 0.028458769549425805\n",
      "HMR_5939 : (0, 0.3561438102252753) 0.028458769549400423\n",
      "HMR_5940 : (0, 0.3561438102252753) 0.028458769549400423\n",
      "HMR_5941 : (0, 0.3561438102252753) 0.028458769549400423\n",
      "HMR_5942 : (0, 0.3561438102252753) 0.028458769549400423\n",
      "HMR_5943 : (0, 0.3561438102252753) 0.028458769549400423\n",
      "HMR_5944 : (0, 0.3561438102252753) 0.028458769549400423\n",
      "HMR_5945 : (0, 0.3561438102252753) 0.028458769549399545\n",
      "HMR_5946 : (0, 0.3561438102252753) 0.02845876954939668\n",
      "HMR_5947 : (0, 0.3561438102252753) 0.02845876954938882\n",
      "HMR_5948 : (0, 0.3561438102252753) 0.02845876954938882\n",
      "HMR_5949 : (0, 0.3561438102252753) 0.02845876954938882\n",
      "HMR_5950 : (0, 0.3561438102252753) 0.02845876954938882\n",
      "HMR_5951 : (0, 0.3561438102252753) 0.02845876954938882\n",
      "HMR_5952 : (0, 0.3561438102252753) 0.02845876954938882\n",
      "HMR_5953 : (0, 0.3561438102252753) 0.02845876954938882\n",
      "HMR_5954 : (0, 0.3561438102252753) 0.02845876954938882\n",
      "HMR_5955 : (0, 0.3561438102252753) 0.02845876954938882\n",
      "HMR_5956 : (0, 0.3561438102252753) 0.028458769549415796\n",
      "HMR_5957 : (0, 0.3561438102252753) 0.028458769549415796\n",
      "HMR_5958 : (0, 0.3561438102252753) 0.028458769549415796\n",
      "HMR_5959 : (0, 0.3561438102252753) 0.028458769549425698\n",
      "HMR_5960 : (0, 0.3561438102252753) 0.0284587695494117\n",
      "HMR_5961 : (0, 0.3561438102252753) 0.0284587695494117\n",
      "HMR_5962 : (0, 0.3561438102252753) 0.0284587695494117\n",
      "HMR_5963 : (0, 0.3561438102252753) 0.0284587695494117\n",
      "HMR_5964 : (0, 0.3561438102252753) 0.02845876954943919\n",
      "HMR_5965 : (0, 0.3561438102252753) 0.028458769549441557\n",
      "HMR_5966 : (0, 0.3561438102252753) 0.028458769549425982\n",
      "HMR_5967 : (0, 0.3561438102252753) 0.028458769549425982\n",
      "HMR_5968 : (0, 0.3561438102252753) 0.028458769549425982\n",
      "HMR_5969 : (0, 0.3561438102252753) 0.028458769549441407\n",
      "HMR_5970 : (0, 0.3561438102252753) 0.028458769548771086\n",
      "HMR_5971 : (0, 0.3561438102252753) 0.028458769548793422\n",
      "HMR_5972 : (0, 0.3561438102252753) 0.028458769548793422\n",
      "HMR_5973 : (0, 0.3561438102252753) 0.028458769548793422\n",
      "HMR_5974 : (0, 0.3561438102252753) 0.028458769548793422\n",
      "HMR_5975 : (0, 0.3561438102252753) 0.028458769548793422\n",
      "HMR_5976 : (0, 0.3561438102252753) 0.028458769548793422\n",
      "HMR_5977 : (0, 0.3561438102252753) 0.028458769548792433\n",
      "HMR_5978 : (0, 0.3561438102252753) 0.028458769548790883\n",
      "HMR_5979 : (0, 0.3561438102252753) 0.02845876954879359\n",
      "HMR_5980 : (0, 0.3561438102252753) 0.02845876954879359\n",
      "HMR_5981 : (0, 0.3561438102252753) 0.02845876954879359\n",
      "HMR_5982 : (0, 0.3561438102252753) 0.02845876954879359\n",
      "HMR_5983 : (0, 0.3561438102252753) 0.0284587695493732\n",
      "HMR_5984 : (0, 0.3561438102252753) 0.028458769549410973\n",
      "HMR_5985 : (0, 0.3561438102252753) 0.028458769549410973\n",
      "HMR_5986 : (0, 0.3561438102252753) 0.02845876954942762\n",
      "HMR_8687 : (0, 0.3561438102252753) 0.02845876954942762\n",
      "HMR_9190 : (0, 0.01435529297707) 0.02845876954942762\n",
      "HMR_9191 : (0, 0.01435529297707) 0.02845876954942762\n",
      "ETF : (0, 6.269033146455237) 0.02845876954942762\n",
      "HKt : (0, 0.0) 0.02845876954942762\n",
      "M4ATAer : (0, 3.469885976274464) 0.02845876954942762\n",
      "M4BET2er : (0, 4.490570130446201) 0.02845876954942762\n",
      "PEROXx : (0, 2.137503523749935) 0.02845876954942762\n",
      "r0440 : (0, 2.613531652917927) 0.02845876954942762\n",
      "r0443 : (0, 2.613531652917927) 0.028458769549370034\n",
      "r0924 : (0, 0.0) 0.02845876954943608\n",
      "DCSPTN1COAtxc : (0, 0.0426443374084937) 0.02845876954943608\n",
      "DOCO13ECOAtxc : (0, 0.0426443374084937) 0.02845876954943608\n",
      "DOCOSCOAtxc : (0, 0.0426443374084937) 0.02845876954943608\n",
      "FAOXC101C8m : (0, 4.05484847699562) 0.02845876954943608\n",
      "FAOXC101C8x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC102C81m : (0, 4.05484847699562) 0.02845876954943608\n",
      "FAOXC102C81x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC10C10OHm : (0, 3.82781902461732) 0.02845876954943608\n",
      "FAOXC10C8m : (0, 3.82781902461732) 0.02845876954943608\n",
      "FAOXC10C8x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC10DCC8DCx : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC11BRC9BRx : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC11C9m : (0, 3.82781902461732) 0.02845876954943608\n",
      "FAOXC121C101m : (0, 3.82781902461732) 0.02845876954943608\n",
      "FAOXC121C10x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC122C101m : (0, 4.05484847699562) 0.02845876954943608\n",
      "FAOXC123C102m : (0, 4.05484847699562) 0.02845876954943608\n",
      "FAOXC123C102x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC12C10m : (0, 3.82781902461732) 0.02845876954943608\n",
      "FAOXC12C10x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC12C12OHm : (0, 3.82781902461732) 0.02845876954943608\n",
      "FAOXC12DCC10DCx : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC13BRC11BRx : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC13C11m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC141C121m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC141C121x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC141C141OHm : (0, 6.683556107495676) 0.02845876954943608\n",
      "FAOXC142C122m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC142C122x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC142C142OHm : (0, 6.683556107495676) 0.02845876954943608\n",
      "FAOXC143C123m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC143C123x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC14C12m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC14C12x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC14C14OHm : (0, 6.683556107495676) 0.02845876954943608\n",
      "FAOXC14DCC12DCx : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC15BRC13BRx : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC15C13m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC15NADPx : (0, 4.078097423026661) 0.02845876954943608\n",
      "FAOXC15NADx : (0, 4.078097423026661) 0.02845876954943608\n",
      "FAOXC161C141m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC161C141x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC161C161OHm : (0, 6.683556107495676) 0.02845876954943608\n",
      "FAOXC162C142m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC162C162OHm : (0, 6.683556107495676) 0.02845876954943608\n",
      "FAOXC163C142x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC163C143m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC163GC142m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC164C143m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC164C143x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC16C14m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC16C14x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC16C16OHm : (0, 6.683556107495676) 0.02845876954943608\n",
      "FAOXC16DCC14DCx : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC16OHC16r : (0, 0.0) 0.02845876954943608\n",
      "FAOXC17C15m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC181C161m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC181C161x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC181C181OHm : (0, 6.683556107495676) 0.02845876954943608\n",
      "FAOXC182C162m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC182C182OHm : (0, 6.683556107495676) 0.02845876954943608\n",
      "FAOXC183C163Gm : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC183C163m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC184C163m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC184C163x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC184C164m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC184C164x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC185C164m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC18C18OHm : (0, 6.683556107495676) 0.02845876954943608\n",
      "FAOXC201C181x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC204C184m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC205C184x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC205C185m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC221C201x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC225C204m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC225C204x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC226C205m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXC22C20x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC22C22DCHYr : (0, 0.0) 0.02845876954943608\n",
      "FAOXC22OHC22r : (0, 0.0) 0.02845876954943608\n",
      "FAOXC241C221x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC24C22x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC4C2m : (0, 2.771885578515366) 0.02845876954943608\n",
      "FAOXC5C3x : (0, 2.771885578515366) 0.02845876954943608\n",
      "FAOXC61C4m : (0, 4.05484847699562) 0.02845876954943608\n",
      "FAOXC61C4x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC6C4m : (0, 3.82781902461732) 0.02845876954943608\n",
      "FAOXC6C4x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC6DCC4DCx : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC7C5m : (0, 3.82781902461732) 0.02845876954943608\n",
      "FAOXC81C61m : (0, 3.82781902461732) 0.02845876954943608\n",
      "FAOXC81C61x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC8C6m : (0, 3.82781902461732) 0.02845876954943608\n",
      "FAOXC8C6x : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC8DCC6DCx : (0, 2.137503523749935) 0.02845876954943608\n",
      "FAOXC9C7m : (0, 3.82781902461732) 0.02845876954943608\n",
      "FAOXMC10OHMC10r : (0, 0.0) 0.02845876954943608\n",
      "FAOXOHC16C16DCc : (0, 4.078097423026661) 0.02845876954943608\n",
      "FAOXOHC22C22DCc : (0, 4.078097423026661) 0.02845876954943608\n",
      "FAOXOHMC10DC10c : (0, 4.078097423026661) 0.02845876954943608\n",
      "FAOXTC122TC101m : (0, 4.05484847699562) 0.02845876954943608\n",
      "FAOXTC142TC122m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXTC162TC142m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FAOXTC182TC162m : (0, 5.829088444004886) 0.02845876954943608\n",
      "FOAXC122C101x : (0, 2.137503523749935) 0.02845876954943608\n",
      "LGNCCOAtcx : (0, 0.0426443374084937) 0.02845876954943608\n",
      "NRVNCCOAtxc : (0, 0.0426443374084937) 0.02845876954943608\n",
      "34DHPHELAT1tc : (0, 5.475733430966398) 0.02845876954943608\n",
      "4OHPROIMINOtc : (0, 0.5160151470036647) 0.028458769549369822\n",
      "CBLtle : (0, 0.0) 0.028458769549436016\n",
      "CYSTALArBATtc : (0, 0.3561438102252753) 0.028458769549436016\n",
      "CYSTLEUrBATtc : (0, 0.3561438102252753) 0.028458769549436016\n",
      "PROIMINOtc : (0, 0.5160151470036647) 0.028458769549436016\n",
      "ALAB0AT3tc : (0, 0.0) 0.028458769549386902\n",
      "ARGB0AT3tc : (0, 0.0) 0.02845876954939084\n",
      "ASNB0AT3tc : (0, 0.0) 0.0284587695493982\n",
      "CYSB0AT3tc : (0, 0.0) 0.0284587695493982\n",
      "GLNB0AT3tc : (0, 0.0) 0.0284587695493982\n",
      "GLUB0AT3tc : (0, 0.0) 0.0284587695493982\n",
      "ILEB0AT3tc : (0, 0.0) 0.0284587695493982\n",
      "LEUB0AT3tc : (0, 0.0) 0.0284587695493982\n",
      "METB0AT3tc : (0, 0.0) 0.0284587695493982\n",
      "PHEB0AT3tc : (0, 0.0) 0.0284587695493982\n",
      "SERB0AT3tc : (0, 0.0) 0.0284587695493982\n",
      "TRPB0AT3tc : (0, 0.0) 0.0284587695493982\n",
      "TYRB0AT3tc : (0, 0.0) 0.02845876954940867\n",
      "VALB0AT3tc : (0, 0.0) 0.02845876912284971\n",
      "PTRCARGte : (0, 1.3448284969974411) 0.028458769122851984\n",
      "ARGN1ASPMDte : (0, 3.753818443173543) 0.028458769122856265\n",
      "GLA2l : (0, 5.452200049406222) 0.028458769122856265\n",
      "HEXA1l : (0, 3.642701571833233) 0.028458769122856265\n",
      "HEXA2l : (0, 5.917193036924947) 0.028458769122856265\n",
      "HEXA3e : (0, 3.642701571833233) 0.028458769122856265\n",
      "NEU11l : (0, 3.177917792195843) 0.028458769122856265\n",
      "CYOOm3i : (0, 0.0) 0.026786421559548246\n",
      "HMR_4832 : (-0.0285691521967709, 0.0285691521967709) 0.026786421559548246\n",
      "HMR_6409 : (-1.9297909977185967, 1.9297909977185967) 0.02630429349445006\n",
      "HMR_8437 : (-1.9297909977185967, 1.9297909977185967) 0.026304293494450855\n",
      "HMR_6926 : (-3.595742339474399, 3.595742339474399) 0.026304293494450855\n",
      "HMR_6927 : (-3.595742339474399, 3.595742339474399) 0.026304293494450855\n",
      "HMR_4735 : (-2.137503523749935, 2.137503523749935) 0.026304293494450855\n",
      "HMR_4652 : (-6.529820946528695, 6.529820946528695) 0.026304293494450855\n",
      "HMR_8743 : (-6.529820946528695, 6.529820946528695) 0.026304293494450855\n",
      "HMR_3454 : (-4.542877099354142, 4.542877099354142) 0.026304293494450855\n",
      "HMR_3455 : (-4.05484847699562, 4.05484847699562) 0.026304293494450855\n",
      "HMR_3468 : (-2.137503523749935, 2.137503523749935) 0.026304293494450855\n",
      "HMR_3469 : (-1.5753123306874368, 1.5753123306874368) 0.026304293494450855\n",
      "HMR_1298 : (-2.137503523749935, 2.137503523749935) 0.026304293494450855\n",
      "HMR_3355 : (-2.137503523749935, 2.137503523749935) 0.026304293494450855\n",
      "HMR_3375 : (-2.137503523749935, 2.137503523749935) 0.026304293494450855\n",
      "HMR_3323 : (-2.137503523749935, 2.137503523749935) 0.026304293494450855\n",
      "HMR_1219 : (-2.137503523749935, 2.137503523749935) 0.026304293494450855\n",
      "HMR_1220 : (-4.542877099354142, 4.542877099354142) 0.026304293494450855\n",
      "HMR_1221 : (-4.05484847699562, 4.05484847699562) 0.026304293494450855\n",
      "HMR_1651 : (-4.542877099354142, 4.542877099354142) 0.026304293494450855\n",
      "HMR_4433 : (-0.01435529297707, 0.01435529297707) 0.026304293494450945\n",
      "HMR_4434 : (-0.01435529297707, 0.01435529297707) 0.026304293494450855\n",
      "HMR_4435 : (-0.01435529297707, 0.01435529297707) 0.026304293494450855\n",
      "HMR_4436 : (-0.01435529297707, 0.01435529297707) 0.026304293494450855\n",
      "HMR_5516 : (-5.475733430966398, 5.475733430966398) 0.026304293494451247\n",
      "HMR_6060 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6061 : (-0.01435529297707, 0.01435529297707) 0.026304293494451247\n",
      "HMR_6062 : (-0.01435529297707, 0.01435529297707) 0.026304293494451247\n",
      "HMR_6063 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6064 : (-0.01435529297707, 0.01435529297707) 0.026304293494451247\n",
      "HMR_6065 : (-0.01435529297707, 0.01435529297707) 0.026304293494451247\n",
      "HMR_6066 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6067 : (-0.01435529297707, 0.01435529297707) 0.026304293494451247\n",
      "HMR_6068 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6069 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6070 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6071 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6072 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6073 : (-0.01435529297707, 0.01435529297707) 0.026304293494451247\n",
      "HMR_6074 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6075 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6076 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6077 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6078 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6079 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6080 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6081 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6082 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6083 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6084 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6085 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6086 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6087 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6088 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6089 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6090 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6091 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6092 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6093 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6094 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6095 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6097 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6099 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6100 : (-0.01435529297707, 0.01435529297707) 0.026304293494451247\n",
      "HMR_6102 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6108 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6109 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6110 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6111 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6112 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6113 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6114 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6115 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6116 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6117 : (-0.01435529297707, 0.01435529297707) 0.026304293494450275\n",
      "HMR_6118 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6119 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6120 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6121 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6122 : (-0.01435529297707, 0.01435529297707) 0.026304293494451125\n",
      "HMR_6214 : (-0.01435529297707, 0.01435529297707) 0.026304293494450275\n",
      "HMR_6215 : (-0.01435529297707, 0.01435529297707) 0.026304293665543755\n",
      "HMR_6216 : (-0.01435529297707, 0.01435529297707) 0.026304293665550323\n",
      "HMR_6217 : (-0.01435529297707, 0.01435529297707) 0.02630429366555445\n",
      "HMR_6474 : (-0.5753123306874368, 0.5753123306874368) 0.02630429366556465\n",
      "HMR_7643 : (-0.01435529297707, 0.01435529297707) 0.02630429366556465\n",
      "HMR_7644 : (-0.01435529297707, 0.01435529297707) 0.026304293665555242\n",
      "HMR_8733 : (-0.01435529297707, 0.01435529297707) 0.026304293665564502\n",
      "HMR_8734 : (-0.01435529297707, 0.01435529297707) 0.026304293665564502\n",
      "r0437 : (-2.613531652917927, 2.613531652917927) 0.026304293665536212\n",
      "PHPYRtm : (-5.248686626873828, 5.248686626873828) 0.026304293665536212\n",
      "growth with media AND gene expression constraints:  0.026304293665537527 g/gDW/hour = 38.01660720166557 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'] <= 0: #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'] > 0:\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'] <= 0:\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'] > 0:\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'] <= 0:\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'] > 0:\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'] <= 0:\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'] > 0:\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'] <= 0:\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'] > 0:\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'] <= 0:\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'] > 0:\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": 12,
   "id": "9943917a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "29.697000000000003"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "38.017-8.32"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "525b4dc8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Stored 'ov56_270923_no_thresholds' (DataFrame)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "UsageError: Unknown variable '#set'\n"
     ]
    }
   ],
   "source": [
    "ov56_270923_no_thresholds = all_and_result.dataframe #set per cell line\n",
    "%store ov56_270923_no_thresholds #set per cell line"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "be83ceca",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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