From f8692ea320e276be287cb95365ef8a394904a1ae Mon Sep 17 00:00:00 2001
From: czma <czma@wustl.edu>
Date: Fri, 25 Sep 2020 16:45:57 -0500
Subject: [PATCH] adding files to replicate Figure 2A results in paper

---
 Paper_Inputs/.DS_Store                        | Bin 0 -> 6148 bytes
 Paper_Inputs/README.md                        |  50 +++++
 Paper_Inputs/S11_TF_labels.csv                |  50 +++++
 Paper_Inputs/S11_TF_mRNA_in_ZEV.csv           |  50 +++++
 ...ues_optimized_with_ChIP-PC-TFKO_on_ZEV.csv |  50 +++++
 Paper_Inputs/S12_TF_labels.csv                |  50 +++++
 Paper_Inputs/S12_TF_mRNA_in_TFKO.csv          |  50 +++++
 ...ues_optimized_with_ChIP-PC-ZEV_on_TFKO.csv |  50 +++++
 Paper_Inputs/S17_TF_labels.csv                |  50 +++++
 ...alues_optimized_with_DE-PC-TFKO_on_ZEV.csv |  50 +++++
 Paper_Inputs/S18_TF_labels.csv                |  50 +++++
 ...alues_optimized_with_DE-PC-ZEV_on_TFKO.csv |  50 +++++
 Paper_Inputs/S23_TF_labels.csv                |  50 +++++
 ...lues_optimized_with_PWM-PC-TFKO_on_ZEV.csv |  50 +++++
 Paper_Inputs/S24_TF_labels.csv                |  50 +++++
 ...lues_optimized_with_PWM-PC-ZEV_on_TFKO.csv |  50 +++++
 Paper_Inputs/S5_TF_labels.csv                 |  50 +++++
 Paper_Inputs/S5_TF_mRNA_in_ZEV.csv            |  50 +++++
 ...ues_optimized_with_ChIP-CC-TFKO_on_ZEV.csv |  50 +++++
 Paper_Inputs/S6_TF_labels.csv                 |  50 +++++
 Paper_Inputs/S6_TF_mRNA_in_TFKO.csv           |  50 +++++
 ...ues_optimized_with_ChIP-CC-ZEV_on_TFKO.csv |  50 +++++
 Paper_Inputs/sample_labels.csv                | 180 ++++++++++++++++++
 23 files changed, 1230 insertions(+)
 create mode 100644 Paper_Inputs/.DS_Store
 create mode 100644 Paper_Inputs/README.md
 create mode 100644 Paper_Inputs/S11_TF_labels.csv
 create mode 100644 Paper_Inputs/S11_TF_mRNA_in_ZEV.csv
 create mode 100644 Paper_Inputs/S11_unlabeled_50-TF_TFA_values_optimized_with_ChIP-PC-TFKO_on_ZEV.csv
 create mode 100644 Paper_Inputs/S12_TF_labels.csv
 create mode 100644 Paper_Inputs/S12_TF_mRNA_in_TFKO.csv
 create mode 100644 Paper_Inputs/S12_unlabeled_50-TF_TFA_values_optimized_with_ChIP-PC-ZEV_on_TFKO.csv
 create mode 100644 Paper_Inputs/S17_TF_labels.csv
 create mode 100644 Paper_Inputs/S17_unlabeled_50-TF_TFA_values_optimized_with_DE-PC-TFKO_on_ZEV.csv
 create mode 100644 Paper_Inputs/S18_TF_labels.csv
 create mode 100644 Paper_Inputs/S18_unlabeled_50-TF_TFA_values_optimized_with_DE-PC-ZEV_on_TFKO.csv
 create mode 100644 Paper_Inputs/S23_TF_labels.csv
 create mode 100644 Paper_Inputs/S23_unlabeled_50-TF_TFA_values_optimized_with_PWM-PC-TFKO_on_ZEV.csv
 create mode 100644 Paper_Inputs/S24_TF_labels.csv
 create mode 100644 Paper_Inputs/S24_unlabeled_50-TF_TFA_values_optimized_with_PWM-PC-ZEV_on_TFKO.csv
 create mode 100644 Paper_Inputs/S5_TF_labels.csv
 create mode 100644 Paper_Inputs/S5_TF_mRNA_in_ZEV.csv
 create mode 100644 Paper_Inputs/S5_unlabeled_50-TF_TFA_values_optimized_with_ChIP-CC-TFKO_on_ZEV.csv
 create mode 100644 Paper_Inputs/S6_TF_labels.csv
 create mode 100644 Paper_Inputs/S6_TF_mRNA_in_TFKO.csv
 create mode 100644 Paper_Inputs/S6_unlabeled_50-TF_TFA_values_optimized_with_ChIP-CC-ZEV_on_TFKO.csv
 create mode 100644 Paper_Inputs/sample_labels.csv

diff --git a/Paper_Inputs/.DS_Store b/Paper_Inputs/.DS_Store
new file mode 100644
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diff --git a/Paper_Inputs/README.md b/Paper_Inputs/README.md
new file mode 100644
index 0000000..7e52941
--- /dev/null
+++ b/Paper_Inputs/README.md
@@ -0,0 +1,50 @@
+# TFA-evaluation inputs from Ma&Brent 2020
+
+These files are adapted from the Supplemental Files of Ma&Brent 2020 to show replicate results shown in Fig2A
+
+Example run:
+
+python evaluateTFA.py -a Paper_Inputs/S5_unlabeled_50-TF_TFA_values_optimized_with_ChIP-CC-TFKO_on_ZEV.csv -m Paper_Inputs/S5_TF_mRNA_in_ZEV.csv -t Paper_Inputs/S5_TF_labels.csv -s Paper_Inputs/sample_labels.csv -p 2
+
+Expected output:
+
+    TFA values will be evaluated according to file of expected activity pattern
+    Median rank percentile of perturbed TFs:
+	    86.0 	p-value:  1.55e-09
+    Percent of TFA changes in expected direction:
+	    0.66 	p-value:  1.64e-02
+    Percent positive correlation between TFA and mRNA:
+	    0.74 	p-value:  4.68e-05
+    Percent positive correlation between TFA and mRNA (bootstrapped median):
+	    0.72
+
+
+-a
+
+    a csv file of TF activity values, arranged as a TF x samples matrix
+    these TFA values were inferred by using the ChIP-CC network, sign constrained sign constrained and optimized with TFKO dataset
+ 
+-m
+
+    a csv file of TF gene expression values from the ZEV dataset that matches the arrangement of the TFA file
+    this file is used to calculate the positive correlation metric
+    the percent of TFs with a positive correlation is calculated 
+      p-value is calculated as probability to get that percentage with # coin flips = # TFs
+    the median percentage of TFs with a positive correlation across 1000 bootstrap samples is calculated
+
+-t
+
+    a file that labels the rows of the activity matrix with TF names
+    
+-s
+
+    a file that labels the columns of the activity matrix
+    if a sample has an expected change in TFA, it should be named with that TF to match the TF file
+    wherever the sample and tf labels match, the TFA value will be used for calculating the correct direction and median rank metrics
+    
+-p
+
+    the direction of TFA perturbation
+    0 indicates low activity
+    2 indicates high activity
+    
diff --git a/Paper_Inputs/S11_TF_labels.csv b/Paper_Inputs/S11_TF_labels.csv
new file mode 100644
index 0000000..588df38
--- /dev/null
+++ b/Paper_Inputs/S11_TF_labels.csv
@@ -0,0 +1,50 @@
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\ No newline at end of file
diff --git a/Paper_Inputs/S11_TF_mRNA_in_ZEV.csv b/Paper_Inputs/S11_TF_mRNA_in_ZEV.csv
new file mode 100644
index 0000000..6e8da4e
--- /dev/null
+++ b/Paper_Inputs/S11_TF_mRNA_in_ZEV.csv
@@ -0,0 +1,50 @@
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diff --git a/Paper_Inputs/S11_unlabeled_50-TF_TFA_values_optimized_with_ChIP-PC-TFKO_on_ZEV.csv b/Paper_Inputs/S11_unlabeled_50-TF_TFA_values_optimized_with_ChIP-PC-TFKO_on_ZEV.csv
new file mode 100644
index 0000000..ea37ac5
--- /dev/null
+++ b/Paper_Inputs/S11_unlabeled_50-TF_TFA_values_optimized_with_ChIP-PC-TFKO_on_ZEV.csv
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diff --git a/Paper_Inputs/S12_TF_labels.csv b/Paper_Inputs/S12_TF_labels.csv
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diff --git a/Paper_Inputs/S12_TF_mRNA_in_TFKO.csv b/Paper_Inputs/S12_TF_mRNA_in_TFKO.csv
new file mode 100644
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diff --git a/Paper_Inputs/S12_unlabeled_50-TF_TFA_values_optimized_with_ChIP-PC-ZEV_on_TFKO.csv b/Paper_Inputs/S12_unlabeled_50-TF_TFA_values_optimized_with_ChIP-PC-ZEV_on_TFKO.csv
new file mode 100644
index 0000000..ea91c6a
--- /dev/null
+++ b/Paper_Inputs/S12_unlabeled_50-TF_TFA_values_optimized_with_ChIP-PC-ZEV_on_TFKO.csv
@@ -0,0 +1,50 @@
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diff --git a/Paper_Inputs/S17_unlabeled_50-TF_TFA_values_optimized_with_DE-PC-TFKO_on_ZEV.csv b/Paper_Inputs/S17_unlabeled_50-TF_TFA_values_optimized_with_DE-PC-TFKO_on_ZEV.csv
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diff --git a/Paper_Inputs/S18_TF_labels.csv b/Paper_Inputs/S18_TF_labels.csv
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diff --git a/Paper_Inputs/S18_unlabeled_50-TF_TFA_values_optimized_with_DE-PC-ZEV_on_TFKO.csv b/Paper_Inputs/S18_unlabeled_50-TF_TFA_values_optimized_with_DE-PC-ZEV_on_TFKO.csv
new file mode 100644
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diff --git a/Paper_Inputs/S23_unlabeled_50-TF_TFA_values_optimized_with_PWM-PC-TFKO_on_ZEV.csv b/Paper_Inputs/S23_unlabeled_50-TF_TFA_values_optimized_with_PWM-PC-TFKO_on_ZEV.csv
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diff --git a/Paper_Inputs/S24_TF_labels.csv b/Paper_Inputs/S24_TF_labels.csv
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diff --git a/Paper_Inputs/S24_unlabeled_50-TF_TFA_values_optimized_with_PWM-PC-ZEV_on_TFKO.csv b/Paper_Inputs/S24_unlabeled_50-TF_TFA_values_optimized_with_PWM-PC-ZEV_on_TFKO.csv
new file mode 100644
index 0000000..d6fb8d3
--- /dev/null
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diff --git a/Paper_Inputs/S5_TF_mRNA_in_ZEV.csv b/Paper_Inputs/S5_TF_mRNA_in_ZEV.csv
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diff --git a/Paper_Inputs/S5_unlabeled_50-TF_TFA_values_optimized_with_ChIP-CC-TFKO_on_ZEV.csv b/Paper_Inputs/S5_unlabeled_50-TF_TFA_values_optimized_with_ChIP-CC-TFKO_on_ZEV.csv
new file mode 100644
index 0000000..a17755d
--- /dev/null
+++ b/Paper_Inputs/S5_unlabeled_50-TF_TFA_values_optimized_with_ChIP-CC-TFKO_on_ZEV.csv
@@ -0,0 +1,50 @@
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diff --git a/Paper_Inputs/S6_TF_mRNA_in_TFKO.csv b/Paper_Inputs/S6_TF_mRNA_in_TFKO.csv
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diff --git a/Paper_Inputs/S6_unlabeled_50-TF_TFA_values_optimized_with_ChIP-CC-ZEV_on_TFKO.csv b/Paper_Inputs/S6_unlabeled_50-TF_TFA_values_optimized_with_ChIP-CC-ZEV_on_TFKO.csv
new file mode 100644
index 0000000..78b8662
--- /dev/null
+++ b/Paper_Inputs/S6_unlabeled_50-TF_TFA_values_optimized_with_ChIP-CC-ZEV_on_TFKO.csv
@@ -0,0 +1,50 @@
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\ No newline at end of file