# Parameters
data_name = "MZ_B;A;CL"
modisco_root = "/srv/scratch/msharmin/mouse_hem/with_tfd/full_mouse50/Naive_modisco2019"
tomtom_report_root = "http://mitra.stanford.edu/kundaje/msharmin/report/tomtom_outs/cells"
task_dir = "task_9-naivegw"
perf_file = "/srv/scratch/msharmin/mouse_hem/with_tfd/full_mouse50/fineFactorized/task_9-naivegw/NaiveauPRC.txt"
homer_root = "/srv/scratch/msharmin/mouse_hem/with_tfd/full_mouse50/Naive_scans"
reportfile = "/mnt/lab_data/kundaje/msharmin/annotations/filtering samples_MS2.xlsx"
sheetname = "filter23"

from matlas.reports import display_metadata

load data from labcluster

Using TensorFlow backend.
2019-08-30 18:41:46,055 [WARNING] git-lfs not installed

display_metadata(data_name, perf_file, reportfile, sheetname)

Sample Information

MetaData Name	Description
Cell type	MZ B cells
Cell Group	B cells
Experiment Name	ATAC
Experiment Group	Casellas Lab

Pipeline Output

replicate	Naïve overlap peaks	IDR peaks	TSS enrichment (< 8 is very poor <10 is low)	Final number of unique mapping, dup-filtered, chrM filtered reads	Number of reads in called peak regions	Fraction of reads in called peak regions	Number of reads in promoter regions	Fraction of reads in promoter regions	Number of reads in enhancer regions	Fraction of reads in enhancer regions
rep1	124377	99878	13.1739	45590671	10500405	0.2304	6287426	0.138	15650859	0.3434

Modelling Metadata

Metric	Value
auPRC	0.5545
Calibrated Recall at 50% FDR	0.266
Number of Positive Examples in Test Data	106157
Number of Negative Examples in Test Data	7964694
Imbalance Ratio in Test Data	0.0132
Test Chromosomes	chr2, chr3, chr19

from matlas.reports import display_paiwise_pattern_comparison
from matlas.reports import display_denovo_patterns

display_denovo_patterns(data_name, modisco_root=modisco_root)

TF-MoDISco is using the TensorFlow backend.

The following two links show list of Denovo Patterns and corresponding Motifs discovered by TF-MoDISco

Click here for Denovo Patterns by TF-MoDISco: #16

Pattern Name	TF Name(s)	Modisco
metacluster_1/pattern_0 # seqlets: 12243 SequenceContrib ScoresHyp_Contrib Scores	Ctcf, Ctcfl
metacluster_1/pattern_1 # seqlets: 5912 SequenceContrib ScoresHyp_Contrib Scores	Spib, Irf8, Irf4, Spi1, Irf2, Irf1, Irf3, Prdm1, Spic, Elf5, Elf3, Stat1, Zscan10, Stat2, Ets1, Ehf, Etv2, Etv4, Etv6, Irf7, Zkscan5, Erg, Gabpa, Elk1, Elf4, Bcl6, Elf1
metacluster_1/pattern_2 # seqlets: 844 SequenceContrib ScoresHyp_Contrib Scores	Irf9, Batf3
metacluster_1/pattern_3 # seqlets: 751 SequenceContrib ScoresHyp_Contrib Scores	Zfp143, Thap11, Tbx2
metacluster_1/pattern_4 # seqlets: 623 SequenceContrib ScoresHyp_Contrib Scores	Sp2, Sp3, Sp4, Klf3, Klf6, Sp1, Klf1, E2f4, Klf7, Klf4, Klf8, Klf12, Egr1, Zfx, Egr2, E2f1, Zbtb17, Klf15, Zbtb1
metacluster_1/pattern_5 # seqlets: 407 SequenceContrib ScoresHyp_Contrib Scores
metacluster_1/pattern_6 # seqlets: 275 SequenceContrib ScoresHyp_Contrib Scores	Pou2f2
metacluster_1/pattern_7 # seqlets: 144 SequenceContrib ScoresHyp_Contrib Scores	Nfkb2, Nfkb1, Rela, Relb, Rel
metacluster_1/pattern_8 # seqlets: 117 SequenceContrib ScoresHyp_Contrib Scores	Nfyc, Nfya, Nfyb, Foxi1, Pbx3
metacluster_1/pattern_9 # seqlets: 115 SequenceContrib ScoresHyp_Contrib Scores	Runx3
metacluster_1/pattern_10 # seqlets: 106 SequenceContrib ScoresHyp_Contrib Scores	Runx1, Runx2, Cbfb
metacluster_1/pattern_11 # seqlets: 63 SequenceContrib ScoresHyp_Contrib Scores	Nrf1
metacluster_1/pattern_12 # seqlets: 50 SequenceContrib ScoresHyp_Contrib Scores
metacluster_1/pattern_13 # seqlets: 41 SequenceContrib ScoresHyp_Contrib Scores	Fli1, Elk4, Etv3, XP_911724.4, Elk3, Etv1, Etv5, Elf2, Spdef
metacluster_1/pattern_14 # seqlets: 53 SequenceContrib ScoresHyp_Contrib Scores	Rfx2, Rfx1, Rfx3, Rfx6, Rfx4, Rfx7
metacluster_1/pattern_15 # seqlets: 33 SequenceContrib ScoresHyp_Contrib Scores

Click here for Motifs by TF-MoDISco: #84

TF Name	Pattern(s)
Ctcf	Pattern Name Modisco Significance metacluster_1/pattern_0 1.27744e-13 metacluster_1/pattern_5 0.00220137
Ctcfl	Pattern Name Modisco Significance metacluster_1/pattern_0 1.028e-06 metacluster_1/pattern_5 0.0322416
Spib	Pattern Name Modisco Significance metacluster_1/pattern_1 4.22904e-15 metacluster_1/pattern_2 0.000155892 metacluster_1/pattern_15 0.0288949
Irf8	Pattern Name Modisco Significance metacluster_1/pattern_1 6.32532e-10 metacluster_1/pattern_2 2.32999e-07
Irf4	Pattern Name Modisco Significance metacluster_1/pattern_1 1.34989e-09 metacluster_1/pattern_2 5.3913000000000004e-05
Spi1	Pattern Name Modisco Significance metacluster_1/pattern_1 0.00120728 metacluster_1/pattern_2 0.053595500000000004 metacluster_1/pattern_13 0.030726999999999997 metacluster_1/pattern_15 0.00363944
Irf2	Pattern Name Modisco Significance metacluster_1/pattern_1 0.000128604 metacluster_1/pattern_2 0.00400935
Irf1	Pattern Name Modisco Significance metacluster_1/pattern_1 0.000175638 metacluster_1/pattern_2 9.368550000000001e-16
Irf3	Pattern Name Modisco Significance metacluster_1/pattern_1 0.0008070530000000001 metacluster_1/pattern_2 3.25688e-05 metacluster_1/pattern_15 0.0137042
Prdm1	Pattern Name Modisco Significance metacluster_1/pattern_1 0.000829742 metacluster_1/pattern_2 7.03721e-06
Spic	Pattern Name Modisco Significance metacluster_1/pattern_1 0.00675686 metacluster_1/pattern_15 0.021527099999999997
Elf5	Pattern Name Modisco Significance metacluster_1/pattern_1 0.00203003
Elf3	Pattern Name Modisco Significance metacluster_1/pattern_1 0.0594563 metacluster_1/pattern_13 0.05832759999999999 metacluster_1/pattern_15 0.024490099999999997
Stat1	Pattern Name Modisco Significance metacluster_1/pattern_1 0.00846574 metacluster_1/pattern_2 3.8681199999999996e-07
Zscan10	Pattern Name Modisco Significance metacluster_1/pattern_1 0.011446
Stat2	Pattern Name Modisco Significance metacluster_1/pattern_1 0.01402 metacluster_1/pattern_2 3.46915e-05
Ets1	Pattern Name Modisco Significance metacluster_1/pattern_1 0.0594563 metacluster_1/pattern_9 0.047051800000000005 metacluster_1/pattern_13 0.00710608 metacluster_1/pattern_15 0.00559016
Ehf	Pattern Name Modisco Significance metacluster_1/pattern_1 0.0172193 metacluster_1/pattern_13 0.027518099999999997
Etv2	Pattern Name Modisco Significance metacluster_1/pattern_1 0.0222903 metacluster_1/pattern_13 0.010852299999999999 metacluster_1/pattern_15 0.021527099999999997
Etv4	Pattern Name Modisco Significance metacluster_1/pattern_1 0.025018000000000002 metacluster_1/pattern_13 0.00926711
Etv6	Pattern Name Modisco Significance metacluster_1/pattern_1 0.047273 metacluster_1/pattern_13 0.00732295
Irf7	Pattern Name Modisco Significance metacluster_1/pattern_1 0.0297245 metacluster_1/pattern_2 0.000230736
Zkscan5	Pattern Name Modisco Significance metacluster_1/pattern_1 0.038009100000000004
Erg	Pattern Name Modisco Significance metacluster_1/pattern_1 0.047273 metacluster_1/pattern_13 0.030726999999999997
Gabpa	Pattern Name Modisco Significance metacluster_1/pattern_1 0.0476932 metacluster_1/pattern_13 0.0140592
Elk1	Pattern Name Modisco Significance metacluster_1/pattern_1 0.055572800000000006 metacluster_1/pattern_13 0.00377009
Elf4	Pattern Name Modisco Significance metacluster_1/pattern_1 0.0574534 metacluster_1/pattern_13 0.018981400000000002
Bcl6	Pattern Name Modisco Significance metacluster_1/pattern_1 0.0594563
Elf1	Pattern Name Modisco Significance metacluster_1/pattern_1 0.0594563
Irf9	Pattern Name Modisco Significance metacluster_1/pattern_2 0.00240727
Batf3	Pattern Name Modisco Significance metacluster_1/pattern_2 0.017969799999999998
Zfp143	Pattern Name Modisco Significance metacluster_1/pattern_3 6.4435000000000004e-21
Thap11	Pattern Name Modisco Significance metacluster_1/pattern_3 1.3805899999999999e-18
Tbx2	Pattern Name Modisco Significance metacluster_1/pattern_3 1.1091500000000001e-13
Sp2	Pattern Name Modisco Significance metacluster_1/pattern_4 7.32163e-06 metacluster_1/pattern_11 0.0145644
Sp3	Pattern Name Modisco Significance metacluster_1/pattern_4 1.26776e-05 metacluster_1/pattern_11 0.021825900000000002
Sp4	Pattern Name Modisco Significance metacluster_1/pattern_4 0.00156895
Klf3	Pattern Name Modisco Significance metacluster_1/pattern_4 0.000150211 metacluster_1/pattern_11 0.0323265
Klf6	Pattern Name Modisco Significance metacluster_1/pattern_4 0.000150211
Sp1	Pattern Name Modisco Significance metacluster_1/pattern_4 0.00144527 metacluster_1/pattern_11 0.039433499999999996
Klf1	Pattern Name Modisco Significance metacluster_1/pattern_4 0.0199623
E2f4	Pattern Name Modisco Significance metacluster_1/pattern_4 0.000475803
Klf7	Pattern Name Modisco Significance metacluster_1/pattern_4 0.000475803
Klf4	Pattern Name Modisco Significance metacluster_1/pattern_4 0.0008266
Klf8	Pattern Name Modisco Significance metacluster_1/pattern_4 0.0008266
Klf12	Pattern Name Modisco Significance metacluster_1/pattern_4 0.0008266
Egr1	Pattern Name Modisco Significance metacluster_1/pattern_4 0.0115155
Zfx	Pattern Name Modisco Significance metacluster_1/pattern_4 0.015259700000000001 metacluster_1/pattern_11 0.0323265
Egr2	Pattern Name Modisco Significance metacluster_1/pattern_4 0.0455443
E2f1	Pattern Name Modisco Significance metacluster_1/pattern_4 0.046656
Zbtb17	Pattern Name Modisco Significance metacluster_1/pattern_4 0.0473334
Klf15	Pattern Name Modisco Significance metacluster_1/pattern_4 0.0473334
Zbtb1	Pattern Name Modisco Significance metacluster_1/pattern_4 0.051381100000000006
Pou2f2	Pattern Name Modisco Significance metacluster_1/pattern_6 0.00718319
Nfkb2	Pattern Name Modisco Significance metacluster_1/pattern_7 1.1693800000000001e-05
Nfkb1	Pattern Name Modisco Significance metacluster_1/pattern_7 0.000336156
Rela	Pattern Name Modisco Significance metacluster_1/pattern_7 0.00252021
Relb	Pattern Name Modisco Significance metacluster_1/pattern_7 0.00152595
Rel	Pattern Name Modisco Significance metacluster_1/pattern_7 0.0322558
Nfyc	Pattern Name Modisco Significance metacluster_1/pattern_8 6.48754e-08
Nfya	Pattern Name Modisco Significance metacluster_1/pattern_8 2.26736e-07
Nfyb	Pattern Name Modisco Significance metacluster_1/pattern_8 1.4587700000000001e-06
Foxi1	Pattern Name Modisco Significance metacluster_1/pattern_8 2.5668400000000003e-05
Pbx3	Pattern Name Modisco Significance metacluster_1/pattern_8 3.03232e-05
Runx3	Pattern Name Modisco Significance metacluster_1/pattern_9 0.047051800000000005 metacluster_1/pattern_10 0.00389077
Runx1	Pattern Name Modisco Significance metacluster_1/pattern_10 0.014408
Runx2	Pattern Name Modisco Significance metacluster_1/pattern_10 0.0066471
Cbfb	Pattern Name Modisco Significance metacluster_1/pattern_10 0.0256615
Nrf1	Pattern Name Modisco Significance metacluster_1/pattern_11 1.59971e-06
Fli1	Pattern Name Modisco Significance metacluster_1/pattern_13 0.05832759999999999 metacluster_1/pattern_15 0.03277619999999999
Elk4	Pattern Name Modisco Significance metacluster_1/pattern_13 0.013435599999999999
Etv3	Pattern Name Modisco Significance metacluster_1/pattern_13 0.00334207
XP_911724.4	Pattern Name Modisco Significance metacluster_1/pattern_13 0.00334207
Elk3	Pattern Name Modisco Significance metacluster_1/pattern_13 0.00377009
Etv1	Pattern Name Modisco Significance metacluster_1/pattern_13 0.00966192
Etv5	Pattern Name Modisco Significance metacluster_1/pattern_13 0.0100144
Elf2	Pattern Name Modisco Significance metacluster_1/pattern_13 0.0344402
Spdef	Pattern Name Modisco Significance metacluster_1/pattern_13 0.0570265
Rfx2	Pattern Name Modisco Significance metacluster_1/pattern_14 3.0404e-06
Rfx1	Pattern Name Modisco Significance metacluster_1/pattern_14 1.32178e-06
Rfx3	Pattern Name Modisco Significance metacluster_1/pattern_14 0.018420500000000003
Rfx6	Pattern Name Modisco Significance metacluster_1/pattern_14 3.50841e-05
Rfx4	Pattern Name Modisco Significance metacluster_1/pattern_14 3.50841e-05
Rfx7	Pattern Name Modisco Significance metacluster_1/pattern_14 0.00825827

display_paiwise_pattern_comparison(data_name, modisco_root, homer_root)

Number of CISBP TFs obtained by TF-MoDISco and Homer

Shared TFs between TF-MoDISco and Homer: #59

TF Name	Modisco	Homer
Elf2	Pattern Name Modisco Significance metacluster_1/pattern_13 0.0344402	Pattern Name Homer Significance motif2.motif 0.0348652
Etv3	Pattern Name Modisco Significance metacluster_1/pattern_13 0.00334207	Pattern Name Homer Significance motif2.motif 0.00136746
Klf4	Pattern Name Modisco Significance metacluster_1/pattern_4 0.0008266	Pattern Name Homer Significance motif3.motif 0.00100154
E2f4	Pattern Name Modisco Significance metacluster_1/pattern_4 0.000475803	Pattern Name Homer Significance motif3.motif 0.00213768
Tbx2	Pattern Name Modisco Significance metacluster_1/pattern_3 1.1091500000000001e-13	Pattern Name Homer Significance motif4.motif 4.3412700000000005e-05
Irf3	Pattern Name Modisco Significance metacluster_1/pattern_1 0.0008070530000000001 metacluster_1/pattern_2 3.25688e-05 metacluster_1/pattern_15 0.0137042	Pattern Name Homer Significance motif2.motif 0.00504866
Irf4	Pattern Name Modisco Significance metacluster_1/pattern_1 1.34989e-09 metacluster_1/pattern_2 5.3913000000000004e-05	Pattern Name Homer Significance motif2.motif 7.58463e-05
Etv6	Pattern Name Modisco Significance metacluster_1/pattern_1 0.047273 metacluster_1/pattern_13 0.00732295	Pattern Name Homer Significance motif2.motif 0.0038142
Klf1	Pattern Name Modisco Significance metacluster_1/pattern_4 0.0199623	Pattern Name Homer Significance motif3.motif 0.023500099999999996
E2f1	Pattern Name Modisco Significance metacluster_1/pattern_4 0.046656	Pattern Name Homer Significance motif3.motif 0.0533774
Nfyc	Pattern Name Modisco Significance metacluster_1/pattern_8 6.48754e-08	Pattern Name Homer Significance motif9.motif 0.000832213
Etv5	Pattern Name Modisco Significance metacluster_1/pattern_13 0.0100144	Pattern Name Homer Significance motif2.motif 0.00424385
Etv1	Pattern Name Modisco Significance metacluster_1/pattern_13 0.00966192	Pattern Name Homer Significance motif2.motif 0.00424385
Sp4	Pattern Name Modisco Significance metacluster_1/pattern_4 0.00156895	Pattern Name Homer Significance motif3.motif 0.027591300000000003
Zbtb17	Pattern Name Modisco Significance metacluster_1/pattern_4 0.0473334	Pattern Name Homer Significance motif3.motif 0.014041999999999999
Klf12	Pattern Name Modisco Significance metacluster_1/pattern_4 0.0008266	Pattern Name Homer Significance motif3.motif 0.023380200000000004
Erg	Pattern Name Modisco Significance metacluster_1/pattern_1 0.047273 metacluster_1/pattern_13 0.030726999999999997	Pattern Name Homer Significance motif2.motif 0.00136746
Sp3	Pattern Name Modisco Significance metacluster_1/pattern_4 1.26776e-05 metacluster_1/pattern_11 0.021825900000000002	Pattern Name Homer Significance motif3.motif 1.40757e-05
Pbx3	Pattern Name Modisco Significance metacluster_1/pattern_8 3.03232e-05	Pattern Name Homer Significance motif9.motif 0.0360998
Spic	Pattern Name Modisco Significance metacluster_1/pattern_1 0.00675686 metacluster_1/pattern_15 0.021527099999999997	Pattern Name Homer Significance motif2.motif 0.000653804
Klf6	Pattern Name Modisco Significance metacluster_1/pattern_4 0.000150211	Pattern Name Homer Significance motif3.motif 0.00027382
Elk1	Pattern Name Modisco Significance metacluster_1/pattern_1 0.055572800000000006 metacluster_1/pattern_13 0.00377009	Pattern Name Homer Significance motif2.motif 0.00265224
Spdef	Pattern Name Modisco Significance metacluster_1/pattern_13 0.0570265	Pattern Name Homer Significance motif2.motif 0.0388399
Nfyb	Pattern Name Modisco Significance metacluster_1/pattern_8 1.4587700000000001e-06	Pattern Name Homer Significance motif9.motif 0.000654427
XP_911724.4	Pattern Name Modisco Significance metacluster_1/pattern_13 0.00334207	Pattern Name Homer Significance motif2.motif 0.00151329
Irf2	Pattern Name Modisco Significance metacluster_1/pattern_1 0.000128604 metacluster_1/pattern_2 0.00400935	Pattern Name Homer Significance motif2.motif 0.00504866
Ctcfl	Pattern Name Modisco Significance metacluster_1/pattern_0 1.028e-06 metacluster_1/pattern_5 0.0322416	Pattern Name Homer Significance motif1.motif 0.00103372 motif7.motif 0.05506900000000001
Ctcf	Pattern Name Modisco Significance metacluster_1/pattern_0 1.27744e-13 metacluster_1/pattern_5 0.00220137	Pattern Name Homer Significance motif1.motif 0.000525575 motif7.motif 0.05506900000000001
Elf5	Pattern Name Modisco Significance metacluster_1/pattern_1 0.00203003	Pattern Name Homer Significance motif2.motif 0.012591799999999998
Irf1	Pattern Name Modisco Significance metacluster_1/pattern_1 0.000175638 metacluster_1/pattern_2 9.368550000000001e-16	Pattern Name Homer Significance motif2.motif 0.00867867
Ets1	Pattern Name Modisco Significance metacluster_1/pattern_1 0.0594563 metacluster_1/pattern_9 0.047051800000000005 metacluster_1/pattern_13 0.00710608 metacluster_1/pattern_15 0.00559016	Pattern Name Homer Significance motif2.motif 0.00136746
Elf3	Pattern Name Modisco Significance metacluster_1/pattern_1 0.0594563 metacluster_1/pattern_13 0.05832759999999999 metacluster_1/pattern_15 0.024490099999999997	Pattern Name Homer Significance motif2.motif 0.0127804
Elf1	Pattern Name Modisco Significance metacluster_1/pattern_1 0.0594563	Pattern Name Homer Significance motif2.motif 0.00136746
Elk4	Pattern Name Modisco Significance metacluster_1/pattern_13 0.013435599999999999	Pattern Name Homer Significance motif2.motif 0.00285211
Etv4	Pattern Name Modisco Significance metacluster_1/pattern_1 0.025018000000000002 metacluster_1/pattern_13 0.00926711	Pattern Name Homer Significance motif2.motif 0.00393017
Gabpa	Pattern Name Modisco Significance metacluster_1/pattern_1 0.0476932 metacluster_1/pattern_13 0.0140592	Pattern Name Homer Significance motif2.motif 0.021478
Zfp143	Pattern Name Modisco Significance metacluster_1/pattern_3 6.4435000000000004e-21	Pattern Name Homer Significance motif4.motif 5.218690000000001e-06
Klf15	Pattern Name Modisco Significance metacluster_1/pattern_4 0.0473334	Pattern Name Homer Significance motif3.motif 0.0518669
Nfya	Pattern Name Modisco Significance metacluster_1/pattern_8 2.26736e-07	Pattern Name Homer Significance motif9.motif 0.000654427
Sp1	Pattern Name Modisco Significance metacluster_1/pattern_4 0.00144527 metacluster_1/pattern_11 0.039433499999999996	Pattern Name Homer Significance motif3.motif 0.00646314
Pou2f2	Pattern Name Modisco Significance metacluster_1/pattern_6 0.00718319	Pattern Name Homer Significance motif19.motif 0.0329103
Foxi1	Pattern Name Modisco Significance metacluster_1/pattern_8 2.5668400000000003e-05	Pattern Name Homer Significance motif9.motif 0.00421944
Ehf	Pattern Name Modisco Significance metacluster_1/pattern_1 0.0172193 metacluster_1/pattern_13 0.027518099999999997	Pattern Name Homer Significance motif2.motif 0.00679044
Fli1	Pattern Name Modisco Significance metacluster_1/pattern_13 0.05832759999999999 metacluster_1/pattern_15 0.03277619999999999	Pattern Name Homer Significance motif2.motif 0.00554265
Irf8	Pattern Name Modisco Significance metacluster_1/pattern_1 6.32532e-10 metacluster_1/pattern_2 2.32999e-07	Pattern Name Homer Significance motif2.motif 7.58463e-05
Elf4	Pattern Name Modisco Significance metacluster_1/pattern_1 0.0574534 metacluster_1/pattern_13 0.018981400000000002	Pattern Name Homer Significance motif2.motif 0.00192899
Klf8	Pattern Name Modisco Significance metacluster_1/pattern_4 0.0008266	Pattern Name Homer Significance motif3.motif 0.00213768
Spib	Pattern Name Modisco Significance metacluster_1/pattern_1 4.22904e-15 metacluster_1/pattern_2 0.000155892 metacluster_1/pattern_15 0.0288949	Pattern Name Homer Significance motif2.motif 2.4009200000000003e-06
Klf7	Pattern Name Modisco Significance metacluster_1/pattern_4 0.000475803	Pattern Name Homer Significance motif3.motif 0.00102838
Spi1	Pattern Name Modisco Significance metacluster_1/pattern_1 0.00120728 metacluster_1/pattern_2 0.053595500000000004 metacluster_1/pattern_13 0.030726999999999997 metacluster_1/pattern_15 0.00363944	Pattern Name Homer Significance motif2.motif 0.000502685
Thap11	Pattern Name Modisco Significance metacluster_1/pattern_3 1.3805899999999999e-18	Pattern Name Homer Significance motif4.motif 5.218690000000001e-06
Elk3	Pattern Name Modisco Significance metacluster_1/pattern_13 0.00377009	Pattern Name Homer Significance motif2.motif 0.00351549
Nrf1	Pattern Name Modisco Significance metacluster_1/pattern_11 1.59971e-06	Pattern Name Homer Significance motif11.motif 0.000356058
Egr1	Pattern Name Modisco Significance metacluster_1/pattern_4 0.0115155	Pattern Name Homer Significance motif3.motif 0.024127799999999998
Prdm1	Pattern Name Modisco Significance metacluster_1/pattern_1 0.000829742 metacluster_1/pattern_2 7.03721e-06	Pattern Name Homer Significance motif2.motif 0.00393017
Klf3	Pattern Name Modisco Significance metacluster_1/pattern_4 0.000150211 metacluster_1/pattern_11 0.0323265	Pattern Name Homer Significance motif3.motif 3.1022600000000003e-05
Zfx	Pattern Name Modisco Significance metacluster_1/pattern_4 0.015259700000000001 metacluster_1/pattern_11 0.0323265	Pattern Name Homer Significance motif3.motif 0.023500099999999996
Sp2	Pattern Name Modisco Significance metacluster_1/pattern_4 7.32163e-06 metacluster_1/pattern_11 0.0145644	Pattern Name Homer Significance motif3.motif 3.5950199999999996e-06
Etv2	Pattern Name Modisco Significance metacluster_1/pattern_1 0.0222903 metacluster_1/pattern_13 0.010852299999999999 metacluster_1/pattern_15 0.021527099999999997	Pattern Name Homer Significance motif2.motif 0.000650591

Unique TF-MoDISco TFs: #25

TF Name	Modisco	Homer
Cbfb	Pattern Name Modisco Significance metacluster_1/pattern_10 0.0256615	Absent
Irf9	Pattern Name Modisco Significance metacluster_1/pattern_2 0.00240727	Absent
Runx3	Pattern Name Modisco Significance metacluster_1/pattern_9 0.047051800000000005 metacluster_1/pattern_10 0.00389077	Absent
Bcl6	Pattern Name Modisco Significance metacluster_1/pattern_1 0.0594563	Absent
Batf3	Pattern Name Modisco Significance metacluster_1/pattern_2 0.017969799999999998	Absent
Stat1	Pattern Name Modisco Significance metacluster_1/pattern_1 0.00846574 metacluster_1/pattern_2 3.8681199999999996e-07	Absent
Relb	Pattern Name Modisco Significance metacluster_1/pattern_7 0.00152595	Absent
Rfx4	Pattern Name Modisco Significance metacluster_1/pattern_14 3.50841e-05	Absent
Runx1	Pattern Name Modisco Significance metacluster_1/pattern_10 0.014408	Absent
Zscan10	Pattern Name Modisco Significance metacluster_1/pattern_1 0.011446	Absent
Stat2	Pattern Name Modisco Significance metacluster_1/pattern_1 0.01402 metacluster_1/pattern_2 3.46915e-05	Absent
Rel	Pattern Name Modisco Significance metacluster_1/pattern_7 0.0322558	Absent
Rfx1	Pattern Name Modisco Significance metacluster_1/pattern_14 1.32178e-06	Absent
Rfx7	Pattern Name Modisco Significance metacluster_1/pattern_14 0.00825827	Absent
Irf7	Pattern Name Modisco Significance metacluster_1/pattern_1 0.0297245 metacluster_1/pattern_2 0.000230736	Absent
Zbtb1	Pattern Name Modisco Significance metacluster_1/pattern_4 0.051381100000000006	Absent
Nfkb1	Pattern Name Modisco Significance metacluster_1/pattern_7 0.000336156	Absent
Nfkb2	Pattern Name Modisco Significance metacluster_1/pattern_7 1.1693800000000001e-05	Absent
Rfx3	Pattern Name Modisco Significance metacluster_1/pattern_14 0.018420500000000003	Absent
Rela	Pattern Name Modisco Significance metacluster_1/pattern_7 0.00252021	Absent
Rfx6	Pattern Name Modisco Significance metacluster_1/pattern_14 3.50841e-05	Absent
Egr2	Pattern Name Modisco Significance metacluster_1/pattern_4 0.0455443	Absent
Rfx2	Pattern Name Modisco Significance metacluster_1/pattern_14 3.0404e-06	Absent
Zkscan5	Pattern Name Modisco Significance metacluster_1/pattern_1 0.038009100000000004	Absent
Runx2	Pattern Name Modisco Significance metacluster_1/pattern_10 0.0066471	Absent

Unique Homer TFs: #7

TF Name	Modisco	Homer
E2f7	Absent	Pattern Name Homer Significance motif3.motif 0.0554294
Yy1	Absent	Pattern Name Homer Significance motif14.motif 0.013085299999999998
Pou5f1	Absent	Pattern Name Homer Significance motif19.motif 0.0460581
Taf1	Absent	Pattern Name Homer Significance motif14.motif 0.00144346
Zbtb33	Absent	Pattern Name Homer Significance motif15.motif 0.00457543
Fev	Absent	Pattern Name Homer Significance motif2.motif 0.0166338
Klf5	Absent	Pattern Name Homer Significance motif3.motif 0.0163407