In [1]:
# Parameters
data_name = "NPC;G4;A;GEO"
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_171-naivegw"
perf_file = "/srv/scratch/msharmin/mouse_hem/with_tfd/full_mouse50/fineFactorized/task_171-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"
In [2]:
from matlas.reports import display_metadata
load data from labcluster
Using TensorFlow backend.
2019-08-30 19:19:29,783 [WARNING] git-lfs not installed
In [3]:
display_metadata(data_name, perf_file, reportfile, sheetname)
    Sample Information
    MetaData NameDescription
    Cell typeneural progenitor cells(G4)
    Cell GroupNeural Cells and Tissues
    Experiment NameATAC
    Experiment GroupGEO
    Pipeline Output
    replicateNaïve overlap peaksIDR peaksTSS enrichment (< 8 is very poor <10 is low)Final number of unique mapping, dup-filtered, chrM filtered readsNumber of reads in called peak regionsFraction of reads in called peak regionsNumber of reads in promoter regionsFraction of reads in promoter regionsNumber of reads in enhancer regionsFraction of reads in enhancer regions
    rep12234431657346.8427148569741267343850.18129930080.0875576219070.3879
    Modelling Metadata
    MetricValue
    auPRC0.6077
    Calibrated Recall at 50% FDR0.237
    Number of Positive Examples in Test Data109057
    Number of Negative Examples in Test Data7961794
    Imbalance Ratio in Test Data0.0135
    Test Chromosomeschr2, chr3, chr19
In [4]:
from matlas.reports import display_paiwise_pattern_comparison
from matlas.reports import display_denovo_patterns
In [5]:
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: #26
Pattern NameTF Name(s)Modisco
metacluster_1/pattern_0 # seqlets: 3290 SequenceContrib ScoresHyp_Contrib Scores
Sp2, Sp3, Sp1, Sp4, Klf3, Klf4, E2f4, Zbtb17, Egr1, Klf6,

Sp5, Klf7, Klf5, Egr2, Wt1, Klf8, Klf12, Zfp281, Klf1, Maz, E2f1,

Egr3, Klf15, Srebf2, Zfx, Sall4, Ctcfl
metacluster_1/pattern_1 # seqlets: 2919 SequenceContrib ScoresHyp_Contrib Scores
Ctcf
metacluster_1/pattern_2 # seqlets: 1850 SequenceContrib ScoresHyp_Contrib Scores
Nfib, Nfia, Nfic
metacluster_1/pattern_3 # seqlets: 1463 SequenceContrib ScoresHyp_Contrib Scores
Rfx2, Rfx1, Rfx3, Rfx4, Rfx7, Rfx6
metacluster_1/pattern_4 # seqlets: 1163 SequenceContrib ScoresHyp_Contrib Scores
Sox9, Sox17, Sox2, Sox3, Sox4, Sox6, Sox10
metacluster_1/pattern_5 # seqlets: 1151 SequenceContrib ScoresHyp_Contrib Scores
Ptf1a, Ascl2, Ascl1, Bhlha15, Tcf3, Myog, Atoh1, Myf6, Tcf7l1, Tcf12,

Tal1, Myod1, Nhlh1, Nhlh2, Tcf4, Lyl1, Olig2, Neurod2, Neurog2, Myf5, Snai1,

Neurod1, Snai2, Tgif1, Figla
metacluster_1/pattern_6 # seqlets: 1131 SequenceContrib ScoresHyp_Contrib Scores
Atf7, Atf1, Atf2, Creb1, Creb5, Jdp2, Crem, Tfec, Srebf1, Rxrb,

Bhlhe40, Mitf, Usf1, Dbp, Mlx, Nfil3, Jun, Tfe3, Hlf, Tef, Atf3,

Mafb, Usf2, Creb3l2, Cebpb, Cebpa, Tfeb
metacluster_1/pattern_7 # seqlets: 1089 SequenceContrib ScoresHyp_Contrib Scores
Tead4, Tead2, Tead1
metacluster_1/pattern_8 # seqlets: 1078 SequenceContrib ScoresHyp_Contrib Scores
Gabpa, Fli1, Elk1, Elk4, Ets1, Erg, Elk3, Fev, Etv5, Elf1,

Etv4, Etv1, Elf2, Etv6, Etv2, Etv3, XP_911724.4, Ehf, Elf5, Spi1, Elf4,

Spdef, Elf3
metacluster_1/pattern_9 # seqlets: 1049 SequenceContrib ScoresHyp_Contrib Scores
Nfyb, Nfyc, Nfya, Foxi1, Pbx3
metacluster_1/pattern_10 # seqlets: 822 SequenceContrib ScoresHyp_Contrib Scores
Nrf1
metacluster_1/pattern_11 # seqlets: 601 SequenceContrib ScoresHyp_Contrib Scores
Mxi1
metacluster_1/pattern_12 # seqlets: 591 SequenceContrib ScoresHyp_Contrib Scores
Bcl6, Stat4
metacluster_1/pattern_13 # seqlets: 545 SequenceContrib ScoresHyp_Contrib Scores
Taf1, Yy1, Zfp42
metacluster_1/pattern_14 # seqlets: 404 SequenceContrib ScoresHyp_Contrib Scores
Thap11, Zfp143, Tbx2
metacluster_1/pattern_15 # seqlets: 279 SequenceContrib ScoresHyp_Contrib Scores
Fosl2, Fosb, Fosl1, Junb, Batf, Jund, Fos, Bach2, Nfe2l2, Bach1,

Nfe2, Mafk, Mafa, Mafg, Maff, Maf, Nfatc1, Nr1d2
metacluster_1/pattern_16 # seqlets: 256 SequenceContrib ScoresHyp_Contrib Scores
Pou2f2, Pou5f1, Nanog, Pou2f1
metacluster_1/pattern_17 # seqlets: 229 SequenceContrib ScoresHyp_Contrib Scores
Mef2d, Mef2c, Mef2a
metacluster_1/pattern_18 # seqlets: 203 SequenceContrib ScoresHyp_Contrib Scores
Pou2f3, Vsx2, Evx2, Rax, Lhx3, Lhx2, Nkx1-2, Emx2, Hoxa2, Otp,

En2, Prrx1, Phox2b, Lhx9, Pou3f1, Rhox6, Vsx1, Phox2a, Gbx1, Prrx2, Lhx8,

Lbx2, Shox2, Noto, Esx1, Arx, Pou1f1, Pax7, Gsx2, Pdx1, Isx, Uncx,

Gbx2, Lhx4, Evx1, Pax6, Nkx1-1, Isl1, Vax2, Hoxc5, Hoxd3, Pou3f2, Alx1,

Alx3, Prop1, Alx4, Vax1, Hoxa1, Hoxb3, Lhx6, Lmx1b, Pax4, Barx1, En1,

Hoxb4, Hoxa3, Nkx6-1, Hoxd1, Nobox, Msx3, Dlx3, Arid3b, Msx2, Msx1, Sox1
metacluster_1/pattern_19 # seqlets: 169 SequenceContrib ScoresHyp_Contrib Scores
Myc
metacluster_1/pattern_20 # seqlets: 126 SequenceContrib ScoresHyp_Contrib Scores
Mbd2
metacluster_1/pattern_21 # seqlets: 106 SequenceContrib ScoresHyp_Contrib Scores
Tfap2b
metacluster_1/pattern_22 # seqlets: 56 SequenceContrib ScoresHyp_Contrib Scores
metacluster_1/pattern_23 # seqlets: 59 SequenceContrib ScoresHyp_Contrib Scores
Irf1, Irf8, Prdm1, Irf2, Irf7, Irf4, Stat1, Stat2, Irf9, Spib,

Irf3, Irf5
metacluster_1/pattern_24 # seqlets: 47 SequenceContrib ScoresHyp_Contrib Scores
metacluster_1/pattern_25 # seqlets: 38 SequenceContrib ScoresHyp_Contrib Scores
Rest
Click here for Motifs by TF-MoDISco: #243
TF NamePattern(s)
Sp2
Pattern NameModiscoSignificance
metacluster_1/pattern_03.68135e-09
metacluster_1/pattern_110.015102299999999999
metacluster_1/pattern_130.000180393
metacluster_1/pattern_192.8718e-06
metacluster_1/pattern_202.98379e-08
metacluster_1/pattern_217.90158e-06
metacluster_1/pattern_243.8174e-07
Sp3
Pattern NameModiscoSignificance
metacluster_1/pattern_05.68222e-09
metacluster_1/pattern_130.00463744
metacluster_1/pattern_195.70658e-05
metacluster_1/pattern_207.07799e-07
metacluster_1/pattern_212.95746e-05
metacluster_1/pattern_241.02708e-05
Sp1
Pattern NameModiscoSignificance
metacluster_1/pattern_00.00043889999999999993
metacluster_1/pattern_130.00530663
metacluster_1/pattern_195.70658e-05
metacluster_1/pattern_200.0574802
metacluster_1/pattern_210.00010679799999999999
metacluster_1/pattern_246.979780000000001e-06
Sp4
Pattern NameModiscoSignificance
metacluster_1/pattern_00.00159623
metacluster_1/pattern_130.0299973
metacluster_1/pattern_200.027859699999999998
metacluster_1/pattern_240.05390790000000001
Klf3
Pattern NameModiscoSignificance
metacluster_1/pattern_05.44721e-07
metacluster_1/pattern_130.033981
metacluster_1/pattern_190.00599426
metacluster_1/pattern_200.000374786
metacluster_1/pattern_210.00495358
metacluster_1/pattern_240.00233883
Klf4
Pattern NameModiscoSignificance
metacluster_1/pattern_00.00121375
E2f4
Pattern NameModiscoSignificance
metacluster_1/pattern_00.00037647099999999997
Zbtb17
Pattern NameModiscoSignificance
metacluster_1/pattern_00.000438853
metacluster_1/pattern_190.0113606
metacluster_1/pattern_200.000429785
metacluster_1/pattern_210.00495358
metacluster_1/pattern_240.0075872
Egr1
Pattern NameModiscoSignificance
metacluster_1/pattern_00.0401756
metacluster_1/pattern_200.0158596
metacluster_1/pattern_240.0201545
Klf6
Pattern NameModiscoSignificance
metacluster_1/pattern_00.000488543
metacluster_1/pattern_200.0114819
metacluster_1/pattern_210.0483037
metacluster_1/pattern_240.024789099999999998
Sp5
Pattern NameModiscoSignificance
metacluster_1/pattern_00.000723632
metacluster_1/pattern_200.032780300000000005
metacluster_1/pattern_240.0201545
Klf7
Pattern NameModiscoSignificance
metacluster_1/pattern_00.00108691
Klf5
Pattern NameModiscoSignificance
metacluster_1/pattern_00.0010967000000000001
Egr2
Pattern NameModiscoSignificance
metacluster_1/pattern_00.0334403
metacluster_1/pattern_130.0299973
Wt1
Pattern NameModiscoSignificance
metacluster_1/pattern_00.0016158000000000001
metacluster_1/pattern_190.05523290000000001
metacluster_1/pattern_200.00258107
metacluster_1/pattern_210.00847988
metacluster_1/pattern_240.0027228
Klf8
Pattern NameModiscoSignificance
metacluster_1/pattern_00.00173624
Klf12
Pattern NameModiscoSignificance
metacluster_1/pattern_00.00193758
Zfp281
Pattern NameModiscoSignificance
metacluster_1/pattern_00.00506291
Klf1
Pattern NameModiscoSignificance
metacluster_1/pattern_00.03539
Maz
Pattern NameModiscoSignificance
metacluster_1/pattern_00.010297
metacluster_1/pattern_200.046177499999999996
metacluster_1/pattern_240.0201545
E2f1
Pattern NameModiscoSignificance
metacluster_1/pattern_00.010768600000000001
Egr3
Pattern NameModiscoSignificance
metacluster_1/pattern_00.0235005
Klf15
Pattern NameModiscoSignificance
metacluster_1/pattern_00.028762400000000004
metacluster_1/pattern_200.03991
metacluster_1/pattern_240.0272528
Srebf2
Pattern NameModiscoSignificance
metacluster_1/pattern_00.0398861
metacluster_1/pattern_60.057395
Zfx
Pattern NameModiscoSignificance
metacluster_1/pattern_00.057256100000000004
metacluster_1/pattern_100.059614999999999994
metacluster_1/pattern_130.012613899999999999
metacluster_1/pattern_190.0163635
metacluster_1/pattern_200.00430563
metacluster_1/pattern_210.00790427
metacluster_1/pattern_240.0201545
Sall4
Pattern NameModiscoSignificance
metacluster_1/pattern_00.0593288
Ctcfl
Pattern NameModiscoSignificance
metacluster_1/pattern_00.0595168
metacluster_1/pattern_15.34418e-10
metacluster_1/pattern_190.014935499999999999
metacluster_1/pattern_200.00545343
metacluster_1/pattern_210.000162872
metacluster_1/pattern_240.020966099999999998
Ctcf
Pattern NameModiscoSignificance
metacluster_1/pattern_15.34418e-10
metacluster_1/pattern_200.0556047
metacluster_1/pattern_210.00677087
Nfib
Pattern NameModiscoSignificance
metacluster_1/pattern_25.54994e-06
Nfia
Pattern NameModiscoSignificance
metacluster_1/pattern_20.000184358
Nfic
Pattern NameModiscoSignificance
metacluster_1/pattern_20.00204573
Rfx2
Pattern NameModiscoSignificance
metacluster_1/pattern_33.08632e-06
metacluster_1/pattern_125.41379e-05
Rfx1
Pattern NameModiscoSignificance
metacluster_1/pattern_36.43612e-06
metacluster_1/pattern_130.0202486
metacluster_1/pattern_190.0162923
metacluster_1/pattern_200.036835599999999996
metacluster_1/pattern_210.014278
metacluster_1/pattern_240.0101516
Rfx3
Pattern NameModiscoSignificance
metacluster_1/pattern_30.0240583
metacluster_1/pattern_120.00846911
Rfx4
Pattern NameModiscoSignificance
metacluster_1/pattern_30.000105741
metacluster_1/pattern_120.0454796
Rfx7
Pattern NameModiscoSignificance
metacluster_1/pattern_30.0131218
metacluster_1/pattern_120.0454796
Rfx6
Pattern NameModiscoSignificance
metacluster_1/pattern_30.020664500000000002
metacluster_1/pattern_126.12041e-05
Sox9
Pattern NameModiscoSignificance
metacluster_1/pattern_41.89066e-07
Sox17
Pattern NameModiscoSignificance
metacluster_1/pattern_40.0007031510000000001
Sox2
Pattern NameModiscoSignificance
metacluster_1/pattern_40.0007031510000000001
Sox3
Pattern NameModiscoSignificance
metacluster_1/pattern_40.000828603
Sox4
Pattern NameModiscoSignificance
metacluster_1/pattern_40.0159309
Sox6
Pattern NameModiscoSignificance
metacluster_1/pattern_40.00756561
Sox10
Pattern NameModiscoSignificance
metacluster_1/pattern_40.00480942
Ptf1a
Pattern NameModiscoSignificance
metacluster_1/pattern_50.00645957
Ascl2
Pattern NameModiscoSignificance
metacluster_1/pattern_50.00244065
Ascl1
Pattern NameModiscoSignificance
metacluster_1/pattern_50.00194302
Bhlha15
Pattern NameModiscoSignificance
metacluster_1/pattern_50.000617165
Tcf3
Pattern NameModiscoSignificance
metacluster_1/pattern_50.011795100000000001
Myog
Pattern NameModiscoSignificance
metacluster_1/pattern_50.0155791
Atoh1
Pattern NameModiscoSignificance
metacluster_1/pattern_50.00362525
Myf6
Pattern NameModiscoSignificance
metacluster_1/pattern_50.00244065
Tcf7l1
Pattern NameModiscoSignificance
metacluster_1/pattern_50.00272578
Tcf12
Pattern NameModiscoSignificance
metacluster_1/pattern_50.014310900000000001
Tal1
Pattern NameModiscoSignificance
metacluster_1/pattern_50.00362525
Myod1
Pattern NameModiscoSignificance
metacluster_1/pattern_50.00724151
Nhlh1
Pattern NameModiscoSignificance
metacluster_1/pattern_50.00724151
Nhlh2
Pattern NameModiscoSignificance
metacluster_1/pattern_50.00797547
Tcf4
Pattern NameModiscoSignificance
metacluster_1/pattern_50.0107399
Lyl1
Pattern NameModiscoSignificance
metacluster_1/pattern_50.00864332
Olig2
Pattern NameModiscoSignificance
metacluster_1/pattern_50.03830069999999999
Neurod2
Pattern NameModiscoSignificance
metacluster_1/pattern_50.0112142
Neurog2
Pattern NameModiscoSignificance
metacluster_1/pattern_50.0191429
Myf5
Pattern NameModiscoSignificance
metacluster_1/pattern_50.019476
Snai1
Pattern NameModiscoSignificance
metacluster_1/pattern_50.021516
Neurod1
Pattern NameModiscoSignificance
metacluster_1/pattern_50.0364047
Snai2
Pattern NameModiscoSignificance
metacluster_1/pattern_50.0392406
Tgif1
Pattern NameModiscoSignificance
metacluster_1/pattern_50.0468986
Figla
Pattern NameModiscoSignificance
metacluster_1/pattern_50.0511216
Atf7
Pattern NameModiscoSignificance
metacluster_1/pattern_60.00169367
Atf1
Pattern NameModiscoSignificance
metacluster_1/pattern_60.057395
Atf2
Pattern NameModiscoSignificance
metacluster_1/pattern_60.00207821
Creb1
Pattern NameModiscoSignificance
metacluster_1/pattern_60.00186256
Creb5
Pattern NameModiscoSignificance
metacluster_1/pattern_60.000536218
Jdp2
Pattern NameModiscoSignificance
metacluster_1/pattern_60.00747276
metacluster_1/pattern_150.00010022299999999999
Crem
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0082148
Tfec
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0072503
Srebf1
Pattern NameModiscoSignificance
metacluster_1/pattern_60.05831569999999999
Rxrb
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0173079
Bhlhe40
Pattern NameModiscoSignificance
metacluster_1/pattern_60.031028399999999998
Mitf
Pattern NameModiscoSignificance
metacluster_1/pattern_60.021621
Usf1
Pattern NameModiscoSignificance
metacluster_1/pattern_60.022643299999999998
Dbp
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0588428
Mlx
Pattern NameModiscoSignificance
metacluster_1/pattern_60.027388799999999998
Nfil3
Pattern NameModiscoSignificance
metacluster_1/pattern_60.027388799999999998
Jun
Pattern NameModiscoSignificance
metacluster_1/pattern_60.031028399999999998
metacluster_1/pattern_157.52086e-06
Tfe3
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0314847
Hlf
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0314847
Tef
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0370027
Atf3
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0376934
metacluster_1/pattern_152.9881599999999998e-06
Mafb
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0415885
metacluster_1/pattern_150.00699548
Usf2
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0596442
metacluster_1/pattern_110.023614
metacluster_1/pattern_190.00914297
metacluster_1/pattern_200.010538299999999999
metacluster_1/pattern_210.00495358
metacluster_1/pattern_240.0200142
Creb3l2
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0445836
Cebpb
Pattern NameModiscoSignificance
metacluster_1/pattern_60.057395
Cebpa
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0588428
Tfeb
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0596442
Tead4
Pattern NameModiscoSignificance
metacluster_1/pattern_70.000543075
Tead2
Pattern NameModiscoSignificance
metacluster_1/pattern_70.0106266
Tead1
Pattern NameModiscoSignificance
metacluster_1/pattern_70.011954799999999998
Gabpa
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00110878
Fli1
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00166097
Elk1
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00100875
Elk4
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00131549
Ets1
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00166097
Erg
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00166097
Elk3
Pattern NameModiscoSignificance
metacluster_1/pattern_80.0008452189999999999
Fev
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00039923800000000006
Etv5
Pattern NameModiscoSignificance
metacluster_1/pattern_80.000493839
Elf1
Pattern NameModiscoSignificance
metacluster_1/pattern_80.000829152
Etv4
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00236865
Etv1
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00131549
Elf2
Pattern NameModiscoSignificance
metacluster_1/pattern_80.0153811
Etv6
Pattern NameModiscoSignificance
metacluster_1/pattern_80.0074608
Etv2
Pattern NameModiscoSignificance
metacluster_1/pattern_80.0018695999999999997
Etv3
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00236865
XP_911724.4
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00236865
Ehf
Pattern NameModiscoSignificance
metacluster_1/pattern_80.0129732
Elf5
Pattern NameModiscoSignificance
metacluster_1/pattern_80.035819
Spi1
Pattern NameModiscoSignificance
metacluster_1/pattern_80.056993499999999996
Elf4
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00933103
Spdef
Pattern NameModiscoSignificance
metacluster_1/pattern_80.0179105
Elf3
Pattern NameModiscoSignificance
metacluster_1/pattern_80.0572768
Nfyb
Pattern NameModiscoSignificance
metacluster_1/pattern_99.246749999999999e-14
Nfyc
Pattern NameModiscoSignificance
metacluster_1/pattern_91.0077899999999999e-10
Nfya
Pattern NameModiscoSignificance
metacluster_1/pattern_93.83219e-10
Foxi1
Pattern NameModiscoSignificance
metacluster_1/pattern_91.39602e-06
Pbx3
Pattern NameModiscoSignificance
metacluster_1/pattern_97.77525e-06
Nrf1
Pattern NameModiscoSignificance
metacluster_1/pattern_103.70042e-07
Mxi1
Pattern NameModiscoSignificance
metacluster_1/pattern_110.014088900000000001
metacluster_1/pattern_130.0390907
metacluster_1/pattern_190.00238543
metacluster_1/pattern_200.019036599999999997
metacluster_1/pattern_210.0100489
metacluster_1/pattern_240.0201545
Bcl6
Pattern NameModiscoSignificance
metacluster_1/pattern_120.0454796
Stat4
Pattern NameModiscoSignificance
metacluster_1/pattern_120.050950300000000004
Taf1
Pattern NameModiscoSignificance
metacluster_1/pattern_133.3880699999999994e-06
Yy1
Pattern NameModiscoSignificance
metacluster_1/pattern_131.07836e-05
Zfp42
Pattern NameModiscoSignificance
metacluster_1/pattern_130.012613899999999999
Thap11
Pattern NameModiscoSignificance
metacluster_1/pattern_142.1566999999999997e-19
Zfp143
Pattern NameModiscoSignificance
metacluster_1/pattern_142.1566999999999997e-19
Tbx2
Pattern NameModiscoSignificance
metacluster_1/pattern_141.70582e-12
Fosl2
Pattern NameModiscoSignificance
metacluster_1/pattern_157.52086e-06
Fosb
Pattern NameModiscoSignificance
metacluster_1/pattern_156.267380000000001e-06
Fosl1
Pattern NameModiscoSignificance
metacluster_1/pattern_156.267380000000001e-06
Junb
Pattern NameModiscoSignificance
metacluster_1/pattern_150.0500509
Batf
Pattern NameModiscoSignificance
metacluster_1/pattern_150.000843268
Jund
Pattern NameModiscoSignificance
metacluster_1/pattern_150.0145734
Fos
Pattern NameModiscoSignificance
metacluster_1/pattern_153.29873e-05
Bach2
Pattern NameModiscoSignificance
metacluster_1/pattern_156.31788e-05
Nfe2l2
Pattern NameModiscoSignificance
metacluster_1/pattern_150.0004931
Bach1
Pattern NameModiscoSignificance
metacluster_1/pattern_150.000438717
Nfe2
Pattern NameModiscoSignificance
metacluster_1/pattern_150.000438717
Mafk
Pattern NameModiscoSignificance
metacluster_1/pattern_150.00248462
Mafa
Pattern NameModiscoSignificance
metacluster_1/pattern_150.00510406
Mafg
Pattern NameModiscoSignificance
metacluster_1/pattern_150.00510406
Maff
Pattern NameModiscoSignificance
metacluster_1/pattern_150.00724076
Maf
Pattern NameModiscoSignificance
metacluster_1/pattern_150.014966
Nfatc1
Pattern NameModiscoSignificance
metacluster_1/pattern_150.033191000000000005
Nr1d2
Pattern NameModiscoSignificance
metacluster_1/pattern_150.047396100000000004
Pou2f2
Pattern NameModiscoSignificance
metacluster_1/pattern_160.05702669999999999
metacluster_1/pattern_180.042293
Pou5f1
Pattern NameModiscoSignificance
metacluster_1/pattern_160.05702669999999999
Nanog
Pattern NameModiscoSignificance
metacluster_1/pattern_160.05152090000000001
Pou2f1
Pattern NameModiscoSignificance
metacluster_1/pattern_160.05702669999999999
metacluster_1/pattern_180.030195099999999996
Mef2d
Pattern NameModiscoSignificance
metacluster_1/pattern_173.22375e-11
Mef2c
Pattern NameModiscoSignificance
metacluster_1/pattern_174.4713300000000006e-10
Mef2a
Pattern NameModiscoSignificance
metacluster_1/pattern_170.000114318
Pou2f3
Pattern NameModiscoSignificance
metacluster_1/pattern_180.022274799999999997
Vsx2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.022274799999999997
Evx2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.022274799999999997
Rax
Pattern NameModiscoSignificance
metacluster_1/pattern_180.022274799999999997
Lhx3
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0381176
Lhx2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0263468
Nkx1-2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.022274799999999997
Emx2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.022274799999999997
Hoxa2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0452283
Otp
Pattern NameModiscoSignificance
metacluster_1/pattern_180.022274799999999997
En2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0359099
Prrx1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.022274799999999997
Phox2b
Pattern NameModiscoSignificance
metacluster_1/pattern_180.022274799999999997
Lhx9
Pattern NameModiscoSignificance
metacluster_1/pattern_180.022274799999999997
Pou3f1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0442177
Rhox6
Pattern NameModiscoSignificance
metacluster_1/pattern_180.022274799999999997
Vsx1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0359206
Phox2a
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0376209
Gbx1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0279938
Prrx2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.042293
Lhx8
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0358204
Lbx2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0263468
Shox2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0309618
Noto
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0263468
Esx1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0279938
Arx
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0279938
Pou1f1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.049647500000000004
Pax7
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0279938
Gsx2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.030195099999999996
Pdx1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0431018
Isx
Pattern NameModiscoSignificance
metacluster_1/pattern_180.030195099999999996
Uncx
Pattern NameModiscoSignificance
metacluster_1/pattern_180.054088300000000006
Gbx2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0536159
Lhx4
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0359206
Evx1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0309618
Pax6
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0309618
Nkx1-1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0309618
Isl1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0309618
Vax2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.031157099999999997
Hoxc5
Pattern NameModiscoSignificance
metacluster_1/pattern_180.031157099999999997
Hoxd3
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0359099
Pou3f2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.031157099999999997
Alx1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0359206
Alx3
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0333159
Prop1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0359206
Alx4
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0359206
Vax1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0376209
Hoxa1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.043767
Hoxb3
Pattern NameModiscoSignificance
metacluster_1/pattern_180.043767
Lhx6
Pattern NameModiscoSignificance
metacluster_1/pattern_180.054088300000000006
Lmx1b
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0440585
Pax4
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0445645
Barx1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0452283
En1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.046761800000000006
Hoxb4
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0468541
Hoxa3
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0468541
Nkx6-1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.049647500000000004
Hoxd1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0507828
Nobox
Pattern NameModiscoSignificance
metacluster_1/pattern_180.052380899999999994
Msx3
Pattern NameModiscoSignificance
metacluster_1/pattern_180.058594799999999995
Dlx3
Pattern NameModiscoSignificance
metacluster_1/pattern_180.054088300000000006
Arid3b
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0562981
Msx2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.058594799999999995
Msx1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.05859580000000001
Sox1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0592418
Myc
Pattern NameModiscoSignificance
metacluster_1/pattern_190.053365800000000005
Mbd2
Pattern NameModiscoSignificance
metacluster_1/pattern_200.0480174
metacluster_1/pattern_240.013762
Tfap2b
Pattern NameModiscoSignificance
metacluster_1/pattern_210.054861099999999996
Irf1
Pattern NameModiscoSignificance
metacluster_1/pattern_230.00013277799999999998
Irf8
Pattern NameModiscoSignificance
metacluster_1/pattern_230.00013277799999999998
Prdm1
Pattern NameModiscoSignificance
metacluster_1/pattern_230.000154842
Irf2
Pattern NameModiscoSignificance
metacluster_1/pattern_230.0178879
Irf7
Pattern NameModiscoSignificance
metacluster_1/pattern_230.00021685099999999997
Irf4
Pattern NameModiscoSignificance
metacluster_1/pattern_230.00512537
Stat1
Pattern NameModiscoSignificance
metacluster_1/pattern_230.0012937
Stat2
Pattern NameModiscoSignificance
metacluster_1/pattern_230.00198554
Irf9
Pattern NameModiscoSignificance
metacluster_1/pattern_230.00279508
Spib
Pattern NameModiscoSignificance
metacluster_1/pattern_230.010896799999999998
Irf3
Pattern NameModiscoSignificance
metacluster_1/pattern_230.0359763
Irf5
Pattern NameModiscoSignificance
metacluster_1/pattern_230.0292971
Rest
Pattern NameModiscoSignificance
metacluster_1/pattern_254.35785e-11
In [6]:
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: #88
TF NameModiscoHomer
Etv2
Pattern NameModiscoSignificance
metacluster_1/pattern_80.0018695999999999997
Pattern NameHomerSignificance
motif5.motif0.0213363
Spib
Pattern NameModiscoSignificance
metacluster_1/pattern_230.010896799999999998
Pattern NameHomerSignificance
motif5.motif0.0267129
Sp2
Pattern NameModiscoSignificance
metacluster_1/pattern_03.68135e-09
metacluster_1/pattern_110.015102299999999999
metacluster_1/pattern_130.000180393
metacluster_1/pattern_192.8718e-06
metacluster_1/pattern_202.98379e-08
metacluster_1/pattern_217.90158e-06
metacluster_1/pattern_243.8174e-07
Pattern NameHomerSignificance
motif3.motif0.0431018
Snai2
Pattern NameModiscoSignificance
metacluster_1/pattern_50.0392406
Pattern NameHomerSignificance
motif9.motif0.0118121
Ptf1a
Pattern NameModiscoSignificance
metacluster_1/pattern_50.00645957
Pattern NameHomerSignificance
motif9.motif0.000668263
Usf2
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0596442
metacluster_1/pattern_110.023614
metacluster_1/pattern_190.00914297
metacluster_1/pattern_200.010538299999999999
metacluster_1/pattern_210.00495358
metacluster_1/pattern_240.0200142
Pattern NameHomerSignificance
motif13.motif0.0126024
Tal1
Pattern NameModiscoSignificance
metacluster_1/pattern_50.00362525
Pattern NameHomerSignificance
motif9.motif0.00264118
Thap11
Pattern NameModiscoSignificance
metacluster_1/pattern_142.1566999999999997e-19
Pattern NameHomerSignificance
motif4.motif1.32513e-06
Tfe3
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0314847
Pattern NameHomerSignificance
motif13.motif0.054105099999999996
Atf2
Pattern NameModiscoSignificance
metacluster_1/pattern_60.00207821
Pattern NameHomerSignificance
motif13.motif0.029382299999999997
Lyl1
Pattern NameModiscoSignificance
metacluster_1/pattern_50.00864332
Pattern NameHomerSignificance
motif9.motif0.0140197
Myf5
Pattern NameModiscoSignificance
metacluster_1/pattern_50.019476
Pattern NameHomerSignificance
motif9.motif0.00294631
Gabpa
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00110878
Pattern NameHomerSignificance
motif5.motif0.00864137
Mafb
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0415885
metacluster_1/pattern_150.00699548
Pattern NameHomerSignificance
motif13.motif0.046023800000000004
Rfx1
Pattern NameModiscoSignificance
metacluster_1/pattern_36.43612e-06
metacluster_1/pattern_130.0202486
metacluster_1/pattern_190.0162923
metacluster_1/pattern_200.036835599999999996
metacluster_1/pattern_210.014278
metacluster_1/pattern_240.0101516
Pattern NameHomerSignificance
motif2.motif1.20748e-06
Rfx2
Pattern NameModiscoSignificance
metacluster_1/pattern_33.08632e-06
metacluster_1/pattern_125.41379e-05
Pattern NameHomerSignificance
motif2.motif3.91538e-06
Nfyc
Pattern NameModiscoSignificance
metacluster_1/pattern_91.0077899999999999e-10
Pattern NameHomerSignificance
motif10.motif0.0479327
Elk1
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00100875
Pattern NameHomerSignificance
motif5.motif0.00864137
Ctcf
Pattern NameModiscoSignificance
metacluster_1/pattern_15.34418e-10
metacluster_1/pattern_200.0556047
metacluster_1/pattern_210.00677087
Pattern NameHomerSignificance
motif1.motif6.67179e-05
Nfyb
Pattern NameModiscoSignificance
metacluster_1/pattern_99.246749999999999e-14
Pattern NameHomerSignificance
motif10.motif0.0479327
Usf1
Pattern NameModiscoSignificance
metacluster_1/pattern_60.022643299999999998
Pattern NameHomerSignificance
motif13.motif0.014306600000000001
Tbx2
Pattern NameModiscoSignificance
metacluster_1/pattern_141.70582e-12
Pattern NameHomerSignificance
motif4.motif5.53726e-05
Ets1
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00166097
Pattern NameHomerSignificance
motif5.motif0.013656299999999998
Myog
Pattern NameModiscoSignificance
metacluster_1/pattern_50.0155791
Pattern NameHomerSignificance
motif9.motif0.00294631
Elk4
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00131549
Pattern NameHomerSignificance
motif5.motif0.012649500000000001
Klf8
Pattern NameModiscoSignificance
metacluster_1/pattern_00.00173624
Pattern NameHomerSignificance
motif3.motif0.0135072
Neurod1
Pattern NameModiscoSignificance
metacluster_1/pattern_50.0364047
Pattern NameHomerSignificance
motif9.motif0.0209137
Klf12
Pattern NameModiscoSignificance
metacluster_1/pattern_00.00193758
Pattern NameHomerSignificance
motif3.motif0.0135072
Atf3
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0376934
metacluster_1/pattern_152.9881599999999998e-06
Pattern NameHomerSignificance
motif13.motif0.03387709999999999
Tcf3
Pattern NameModiscoSignificance
metacluster_1/pattern_50.011795100000000001
Pattern NameHomerSignificance
motif9.motif0.0214562
Elk3
Pattern NameModiscoSignificance
metacluster_1/pattern_80.0008452189999999999
Pattern NameHomerSignificance
motif5.motif0.00864137
Nhlh1
Pattern NameModiscoSignificance
metacluster_1/pattern_50.00724151
Pattern NameHomerSignificance
motif9.motif0.00716744
Ascl2
Pattern NameModiscoSignificance
metacluster_1/pattern_50.00244065
Pattern NameHomerSignificance
motif9.motif0.000551766
Erg
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00166097
Pattern NameHomerSignificance
motif5.motif0.013656299999999998
Atf7
Pattern NameModiscoSignificance
metacluster_1/pattern_60.00169367
Pattern NameHomerSignificance
motif13.motif0.013378
Fev
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00039923800000000006
Pattern NameHomerSignificance
motif5.motif0.010196
Tcf4
Pattern NameModiscoSignificance
metacluster_1/pattern_50.0107399
Pattern NameHomerSignificance
motif9.motif0.024250599999999997
Ascl1
Pattern NameModiscoSignificance
metacluster_1/pattern_50.00194302
Pattern NameHomerSignificance
motif9.motif0.00487407
Spi1
Pattern NameModiscoSignificance
metacluster_1/pattern_80.056993499999999996
Pattern NameHomerSignificance
motif5.motif0.030430000000000002
Elf4
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00933103
Pattern NameHomerSignificance
motif5.motif0.00915945
Nrf1
Pattern NameModiscoSignificance
metacluster_1/pattern_103.70042e-07
Pattern NameHomerSignificance
motif15.motif2.26494e-08
Rfx6
Pattern NameModiscoSignificance
metacluster_1/pattern_30.020664500000000002
metacluster_1/pattern_126.12041e-05
Pattern NameHomerSignificance
motif2.motif0.031748900000000004
Creb5
Pattern NameModiscoSignificance
metacluster_1/pattern_60.000536218
Pattern NameHomerSignificance
motif13.motif0.016451499999999997
Rfx3
Pattern NameModiscoSignificance
metacluster_1/pattern_30.0240583
metacluster_1/pattern_120.00846911
Pattern NameHomerSignificance
motif2.motif0.031638599999999996
Sp4
Pattern NameModiscoSignificance
metacluster_1/pattern_00.00159623
metacluster_1/pattern_130.0299973
metacluster_1/pattern_200.027859699999999998
metacluster_1/pattern_240.05390790000000001
Pattern NameHomerSignificance
motif3.motif0.0135072
Elf3
Pattern NameModiscoSignificance
metacluster_1/pattern_80.0572768
Pattern NameHomerSignificance
motif5.motif0.0348004
Rfx4
Pattern NameModiscoSignificance
metacluster_1/pattern_30.000105741
metacluster_1/pattern_120.0454796
Pattern NameHomerSignificance
motif2.motif9.44515e-05
Bhlha15
Pattern NameModiscoSignificance
metacluster_1/pattern_50.000617165
Pattern NameHomerSignificance
motif9.motif0.00815796
Etv4
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00236865
Pattern NameHomerSignificance
motif5.motif0.010222799999999999
Snai1
Pattern NameModiscoSignificance
metacluster_1/pattern_50.021516
Pattern NameHomerSignificance
motif9.motif0.052487599999999995
Etv1
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00131549
Pattern NameHomerSignificance
motif5.motif0.00915945
Crem
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0082148
Pattern NameHomerSignificance
motif13.motif0.000762625
Creb1
Pattern NameModiscoSignificance
metacluster_1/pattern_60.00186256
Pattern NameHomerSignificance
motif13.motif0.0201265
Pbx3
Pattern NameModiscoSignificance
metacluster_1/pattern_97.77525e-06
Pattern NameHomerSignificance
motif10.motif0.0479327
Tcf7l1
Pattern NameModiscoSignificance
metacluster_1/pattern_50.00272578
Pattern NameHomerSignificance
motif9.motif0.00707352
Klf7
Pattern NameModiscoSignificance
metacluster_1/pattern_00.00108691
Pattern NameHomerSignificance
motif3.motif0.0135072
Zfp143
Pattern NameModiscoSignificance
metacluster_1/pattern_142.1566999999999997e-19
Pattern NameHomerSignificance
motif4.motif5.50694e-06
Atf1
Pattern NameModiscoSignificance
metacluster_1/pattern_60.057395
Pattern NameHomerSignificance
motif13.motif0.000436354
Nfya
Pattern NameModiscoSignificance
metacluster_1/pattern_93.83219e-10
Pattern NameHomerSignificance
motif10.motif0.0479327
Ehf
Pattern NameModiscoSignificance
metacluster_1/pattern_80.0129732
Pattern NameHomerSignificance
motif5.motif0.012649500000000001
E2f4
Pattern NameModiscoSignificance
metacluster_1/pattern_00.00037647099999999997
Pattern NameHomerSignificance
motif3.motif0.0135072
Rfx7
Pattern NameModiscoSignificance
metacluster_1/pattern_30.0131218
metacluster_1/pattern_120.0454796
Pattern NameHomerSignificance
motif2.motif0.0121562
Klf4
Pattern NameModiscoSignificance
metacluster_1/pattern_00.00121375
Pattern NameHomerSignificance
motif3.motif0.0340989
Srebf1
Pattern NameModiscoSignificance
metacluster_1/pattern_60.05831569999999999
Pattern NameHomerSignificance
motif13.motif0.0593462
Egr1
Pattern NameModiscoSignificance
metacluster_1/pattern_00.0401756
metacluster_1/pattern_200.0158596
metacluster_1/pattern_240.0201545
Pattern NameHomerSignificance
motif3.motif0.0431018
Klf1
Pattern NameModiscoSignificance
metacluster_1/pattern_00.03539
Pattern NameHomerSignificance
motif3.motif0.0597364
Myf6
Pattern NameModiscoSignificance
metacluster_1/pattern_50.00244065
Pattern NameHomerSignificance
motif9.motif0.0352736
Myod1
Pattern NameModiscoSignificance
metacluster_1/pattern_50.00724151
Pattern NameHomerSignificance
motif9.motif0.000668263
Etv3
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00236865
Pattern NameHomerSignificance
motif5.motif0.015676
Etv5
Pattern NameModiscoSignificance
metacluster_1/pattern_80.000493839
Pattern NameHomerSignificance
motif5.motif0.00588976
Fli1
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00166097
Pattern NameHomerSignificance
motif5.motif0.013656299999999998
Elf2
Pattern NameModiscoSignificance
metacluster_1/pattern_80.0153811
Pattern NameHomerSignificance
motif5.motif0.00864137
XP_911724.4
Pattern NameModiscoSignificance
metacluster_1/pattern_80.00236865
Pattern NameHomerSignificance
motif5.motif0.016538099999999997
Elf1
Pattern NameModiscoSignificance
metacluster_1/pattern_80.000829152
Pattern NameHomerSignificance
motif5.motif4.0933099999999996e-05
Nhlh2
Pattern NameModiscoSignificance
metacluster_1/pattern_50.00797547
Pattern NameHomerSignificance
motif9.motif0.0346041
E2f1
Pattern NameModiscoSignificance
metacluster_1/pattern_00.010768600000000001
Pattern NameHomerSignificance
motif3.motif0.0235416
Elf5
Pattern NameModiscoSignificance
metacluster_1/pattern_80.035819
Pattern NameHomerSignificance
motif5.motif0.020497900000000003
Olig2
Pattern NameModiscoSignificance
metacluster_1/pattern_50.03830069999999999
Pattern NameHomerSignificance
motif9.motif0.032835199999999995
Etv6
Pattern NameModiscoSignificance
metacluster_1/pattern_80.0074608
Pattern NameHomerSignificance
motif5.motif0.010196
Neurod2
Pattern NameModiscoSignificance
metacluster_1/pattern_50.0112142
Pattern NameHomerSignificance
motif9.motif0.00922498
Tgif1
Pattern NameModiscoSignificance
metacluster_1/pattern_50.0468986
Pattern NameHomerSignificance
motif9.motif0.00721965
Neurog2
Pattern NameModiscoSignificance
metacluster_1/pattern_50.0191429
Pattern NameHomerSignificance
motif9.motif0.0172011
Atoh1
Pattern NameModiscoSignificance
metacluster_1/pattern_50.00362525
Pattern NameHomerSignificance
motif9.motif0.00507529
Tcf12
Pattern NameModiscoSignificance
metacluster_1/pattern_50.014310900000000001
Pattern NameHomerSignificance
motif9.motif0.024250599999999997
Rxrb
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0173079
Pattern NameHomerSignificance
motif13.motif0.039206
Ctcfl
Pattern NameModiscoSignificance
metacluster_1/pattern_00.0595168
metacluster_1/pattern_15.34418e-10
metacluster_1/pattern_190.014935499999999999
metacluster_1/pattern_200.00545343
metacluster_1/pattern_210.000162872
metacluster_1/pattern_240.020966099999999998
Pattern NameHomerSignificance
motif1.motif0.000565512
Jdp2
Pattern NameModiscoSignificance
metacluster_1/pattern_60.00747276
metacluster_1/pattern_150.00010022299999999999
Pattern NameHomerSignificance
motif13.motif0.0212521
Klf3
Pattern NameModiscoSignificance
metacluster_1/pattern_05.44721e-07
metacluster_1/pattern_130.033981
metacluster_1/pattern_190.00599426
metacluster_1/pattern_200.000374786
metacluster_1/pattern_210.00495358
metacluster_1/pattern_240.00233883
Pattern NameHomerSignificance
motif3.motif0.0235416
Unique TF-MoDISco TFs: #155
TF NameModiscoHomer
Irf8
Pattern NameModiscoSignificance
metacluster_1/pattern_230.00013277799999999998
Absent
Sox10
Pattern NameModiscoSignificance
metacluster_1/pattern_40.00480942
Absent
Rax
Pattern NameModiscoSignificance
metacluster_1/pattern_180.022274799999999997
Absent
Gbx1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0279938
Absent
Lhx6
Pattern NameModiscoSignificance
metacluster_1/pattern_180.054088300000000006
Absent
Sp5
Pattern NameModiscoSignificance
metacluster_1/pattern_00.000723632
metacluster_1/pattern_200.032780300000000005
metacluster_1/pattern_240.0201545
Absent
Cebpb
Pattern NameModiscoSignificance
metacluster_1/pattern_60.057395
Absent
Fos
Pattern NameModiscoSignificance
metacluster_1/pattern_153.29873e-05
Absent
Uncx
Pattern NameModiscoSignificance
metacluster_1/pattern_180.054088300000000006
Absent
Pax4
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0445645
Absent
Stat1
Pattern NameModiscoSignificance
metacluster_1/pattern_230.0012937
Absent
Nfe2
Pattern NameModiscoSignificance
metacluster_1/pattern_150.000438717
Absent
Tfap2b
Pattern NameModiscoSignificance
metacluster_1/pattern_210.054861099999999996
Absent
Pax7
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0279938
Absent
Sp3
Pattern NameModiscoSignificance
metacluster_1/pattern_05.68222e-09
metacluster_1/pattern_130.00463744
metacluster_1/pattern_195.70658e-05
metacluster_1/pattern_207.07799e-07
metacluster_1/pattern_212.95746e-05
metacluster_1/pattern_241.02708e-05
Absent
Alx3
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0333159
Absent
Barx1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0452283
Absent
Junb
Pattern NameModiscoSignificance
metacluster_1/pattern_150.0500509
Absent
Vsx2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.022274799999999997
Absent
Arid3b
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0562981
Absent
Sox4
Pattern NameModiscoSignificance
metacluster_1/pattern_40.0159309
Absent
Noto
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0263468
Absent
En2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0359099
Absent
Mitf
Pattern NameModiscoSignificance
metacluster_1/pattern_60.021621
Absent
Bach2
Pattern NameModiscoSignificance
metacluster_1/pattern_156.31788e-05
Absent
Prop1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0359206
Absent
Nfia
Pattern NameModiscoSignificance
metacluster_1/pattern_20.000184358
Absent
Nr1d2
Pattern NameModiscoSignificance
metacluster_1/pattern_150.047396100000000004
Absent
Lhx3
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0381176
Absent
Zfp42
Pattern NameModiscoSignificance
metacluster_1/pattern_130.012613899999999999
Absent
Nanog
Pattern NameModiscoSignificance
metacluster_1/pattern_160.05152090000000001
Absent
Alx1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0359206
Absent
Tead2
Pattern NameModiscoSignificance
metacluster_1/pattern_70.0106266
Absent
Sp1
Pattern NameModiscoSignificance
metacluster_1/pattern_00.00043889999999999993
metacluster_1/pattern_130.00530663
metacluster_1/pattern_195.70658e-05
metacluster_1/pattern_200.0574802
metacluster_1/pattern_210.00010679799999999999
metacluster_1/pattern_246.979780000000001e-06
Absent
Mbd2
Pattern NameModiscoSignificance
metacluster_1/pattern_200.0480174
metacluster_1/pattern_240.013762
Absent
Hoxb4
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0468541
Absent
Irf2
Pattern NameModiscoSignificance
metacluster_1/pattern_230.0178879
Absent
Myc
Pattern NameModiscoSignificance
metacluster_1/pattern_190.053365800000000005
Absent
Lhx2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0263468
Absent
Sall4
Pattern NameModiscoSignificance
metacluster_1/pattern_00.0593288
Absent
Isl1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0309618
Absent
Dbp
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0588428
Absent
Pou2f3
Pattern NameModiscoSignificance
metacluster_1/pattern_180.022274799999999997
Absent
Mafk
Pattern NameModiscoSignificance
metacluster_1/pattern_150.00248462
Absent
Isx
Pattern NameModiscoSignificance
metacluster_1/pattern_180.030195099999999996
Absent
Pou2f2
Pattern NameModiscoSignificance
metacluster_1/pattern_160.05702669999999999
metacluster_1/pattern_180.042293
Absent
Pou2f1
Pattern NameModiscoSignificance
metacluster_1/pattern_160.05702669999999999
metacluster_1/pattern_180.030195099999999996
Absent
Taf1
Pattern NameModiscoSignificance
metacluster_1/pattern_133.3880699999999994e-06
Absent
Yy1
Pattern NameModiscoSignificance
metacluster_1/pattern_131.07836e-05
Absent
Pdx1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0431018
Absent
Zfp281
Pattern NameModiscoSignificance
metacluster_1/pattern_00.00506291
Absent
Batf
Pattern NameModiscoSignificance
metacluster_1/pattern_150.000843268
Absent
Sox1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0592418
Absent
Spdef
Pattern NameModiscoSignificance
metacluster_1/pattern_80.0179105
Absent
Wt1
Pattern NameModiscoSignificance
metacluster_1/pattern_00.0016158000000000001
metacluster_1/pattern_190.05523290000000001
metacluster_1/pattern_200.00258107
metacluster_1/pattern_210.00847988
metacluster_1/pattern_240.0027228
Absent
Irf9
Pattern NameModiscoSignificance
metacluster_1/pattern_230.00279508
Absent
Vax2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.031157099999999997
Absent
Klf15
Pattern NameModiscoSignificance
metacluster_1/pattern_00.028762400000000004
metacluster_1/pattern_200.03991
metacluster_1/pattern_240.0272528
Absent
Jund
Pattern NameModiscoSignificance
metacluster_1/pattern_150.0145734
Absent
Tef
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0370027
Absent
Lhx4
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0359206
Absent
Irf4
Pattern NameModiscoSignificance
metacluster_1/pattern_230.00512537
Absent
Vsx1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0359206
Absent
Lbx2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0263468
Absent
Fosl2
Pattern NameModiscoSignificance
metacluster_1/pattern_157.52086e-06
Absent
Cebpa
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0588428
Absent
Lhx9
Pattern NameModiscoSignificance
metacluster_1/pattern_180.022274799999999997
Absent
Bach1
Pattern NameModiscoSignificance
metacluster_1/pattern_150.000438717
Absent
Fosb
Pattern NameModiscoSignificance
metacluster_1/pattern_156.267380000000001e-06
Absent
Vax1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0376209
Absent
Rhox6
Pattern NameModiscoSignificance
metacluster_1/pattern_180.022274799999999997
Absent
Hoxd1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0507828
Absent
Hlf
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0314847
Absent
Nfatc1
Pattern NameModiscoSignificance
metacluster_1/pattern_150.033191000000000005
Absent
Pou3f1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0442177
Absent
Nobox
Pattern NameModiscoSignificance
metacluster_1/pattern_180.052380899999999994
Absent
Mafa
Pattern NameModiscoSignificance
metacluster_1/pattern_150.00510406
Absent
Msx3
Pattern NameModiscoSignificance
metacluster_1/pattern_180.058594799999999995
Absent
Pou3f2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.031157099999999997
Absent
Arx
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0279938
Absent
Irf7
Pattern NameModiscoSignificance
metacluster_1/pattern_230.00021685099999999997
Absent
Dlx3
Pattern NameModiscoSignificance
metacluster_1/pattern_180.054088300000000006
Absent
Bhlhe40
Pattern NameModiscoSignificance
metacluster_1/pattern_60.031028399999999998
Absent
Pax6
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0309618
Absent
Stat2
Pattern NameModiscoSignificance
metacluster_1/pattern_230.00198554
Absent
Sox9
Pattern NameModiscoSignificance
metacluster_1/pattern_41.89066e-07
Absent
Tfec
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0072503
Absent
Nkx6-1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.049647500000000004
Absent
Mlx
Pattern NameModiscoSignificance
metacluster_1/pattern_60.027388799999999998
Absent
Alx4
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0359206
Absent
Mafg
Pattern NameModiscoSignificance
metacluster_1/pattern_150.00510406
Absent
Tead1
Pattern NameModiscoSignificance
metacluster_1/pattern_70.011954799999999998
Absent
Nfe2l2
Pattern NameModiscoSignificance
metacluster_1/pattern_150.0004931
Absent
Creb3l2
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0445836
Absent
Nfil3
Pattern NameModiscoSignificance
metacluster_1/pattern_60.027388799999999998
Absent
Hoxd3
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0359099
Absent
Irf1
Pattern NameModiscoSignificance
metacluster_1/pattern_230.00013277799999999998
Absent
Mef2a
Pattern NameModiscoSignificance
metacluster_1/pattern_170.000114318
Absent
Figla
Pattern NameModiscoSignificance
metacluster_1/pattern_50.0511216
Absent
Sox17
Pattern NameModiscoSignificance
metacluster_1/pattern_40.0007031510000000001
Absent
Hoxa3
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0468541
Absent
Mef2d
Pattern NameModiscoSignificance
metacluster_1/pattern_173.22375e-11
Absent
Nkx1-1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0309618
Absent
Phox2a
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0376209
Absent
En1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.046761800000000006
Absent
Nfic
Pattern NameModiscoSignificance
metacluster_1/pattern_20.00204573
Absent
Prrx2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.042293
Absent
Sox2
Pattern NameModiscoSignificance
metacluster_1/pattern_40.0007031510000000001
Absent
Foxi1
Pattern NameModiscoSignificance
metacluster_1/pattern_91.39602e-06
Absent
Hoxa1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.043767
Absent
Msx1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.05859580000000001
Absent
Maf
Pattern NameModiscoSignificance
metacluster_1/pattern_150.014966
Absent
Irf3
Pattern NameModiscoSignificance
metacluster_1/pattern_230.0359763
Absent
Hoxc5
Pattern NameModiscoSignificance
metacluster_1/pattern_180.031157099999999997
Absent
Sox6
Pattern NameModiscoSignificance
metacluster_1/pattern_40.00756561
Absent
Sox3
Pattern NameModiscoSignificance
metacluster_1/pattern_40.000828603
Absent
Egr2
Pattern NameModiscoSignificance
metacluster_1/pattern_00.0334403
metacluster_1/pattern_130.0299973
Absent
Esx1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0279938
Absent
Otp
Pattern NameModiscoSignificance
metacluster_1/pattern_180.022274799999999997
Absent
Pou5f1
Pattern NameModiscoSignificance
metacluster_1/pattern_160.05702669999999999
Absent
Jun
Pattern NameModiscoSignificance
metacluster_1/pattern_60.031028399999999998
metacluster_1/pattern_157.52086e-06
Absent
Mxi1
Pattern NameModiscoSignificance
metacluster_1/pattern_110.014088900000000001
metacluster_1/pattern_130.0390907
metacluster_1/pattern_190.00238543
metacluster_1/pattern_200.019036599999999997
metacluster_1/pattern_210.0100489
metacluster_1/pattern_240.0201545
Absent
Fosl1
Pattern NameModiscoSignificance
metacluster_1/pattern_156.267380000000001e-06
Absent
Maff
Pattern NameModiscoSignificance
metacluster_1/pattern_150.00724076
Absent
Srebf2
Pattern NameModiscoSignificance
metacluster_1/pattern_00.0398861
metacluster_1/pattern_60.057395
Absent
Pou1f1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.049647500000000004
Absent
Hoxa2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0452283
Absent
Gsx2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.030195099999999996
Absent
Emx2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.022274799999999997
Absent
Nfib
Pattern NameModiscoSignificance
metacluster_1/pattern_25.54994e-06
Absent
Rest
Pattern NameModiscoSignificance
metacluster_1/pattern_254.35785e-11
Absent
Egr3
Pattern NameModiscoSignificance
metacluster_1/pattern_00.0235005
Absent
Tfeb
Pattern NameModiscoSignificance
metacluster_1/pattern_60.0596442
Absent
Nkx1-2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.022274799999999997
Absent
Msx2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.058594799999999995
Absent
Tead4
Pattern NameModiscoSignificance
metacluster_1/pattern_70.000543075
Absent
Mef2c
Pattern NameModiscoSignificance
metacluster_1/pattern_174.4713300000000006e-10
Absent
Stat4
Pattern NameModiscoSignificance
metacluster_1/pattern_120.050950300000000004
Absent
Bcl6
Pattern NameModiscoSignificance
metacluster_1/pattern_120.0454796
Absent
Gbx2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0536159
Absent
Shox2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0309618
Absent
Lmx1b
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0440585
Absent
Evx2
Pattern NameModiscoSignificance
metacluster_1/pattern_180.022274799999999997
Absent
Hoxb3
Pattern NameModiscoSignificance
metacluster_1/pattern_180.043767
Absent
Maz
Pattern NameModiscoSignificance
metacluster_1/pattern_00.010297
metacluster_1/pattern_200.046177499999999996
metacluster_1/pattern_240.0201545
Absent
Zbtb17
Pattern NameModiscoSignificance
metacluster_1/pattern_00.000438853
metacluster_1/pattern_190.0113606
metacluster_1/pattern_200.000429785
metacluster_1/pattern_210.00495358
metacluster_1/pattern_240.0075872
Absent
Prdm1
Pattern NameModiscoSignificance
metacluster_1/pattern_230.000154842
Absent
Klf5
Pattern NameModiscoSignificance
metacluster_1/pattern_00.0010967000000000001
Absent
Prrx1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.022274799999999997
Absent
Evx1
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0309618
Absent
Zfx
Pattern NameModiscoSignificance
metacluster_1/pattern_00.057256100000000004
metacluster_1/pattern_100.059614999999999994
metacluster_1/pattern_130.012613899999999999
metacluster_1/pattern_190.0163635
metacluster_1/pattern_200.00430563
metacluster_1/pattern_210.00790427
metacluster_1/pattern_240.0201545
Absent
Irf5
Pattern NameModiscoSignificance
metacluster_1/pattern_230.0292971
Absent
Klf6
Pattern NameModiscoSignificance
metacluster_1/pattern_00.000488543
metacluster_1/pattern_200.0114819
metacluster_1/pattern_210.0483037
metacluster_1/pattern_240.024789099999999998
Absent
Lhx8
Pattern NameModiscoSignificance
metacluster_1/pattern_180.0358204
Absent
Phox2b
Pattern NameModiscoSignificance
metacluster_1/pattern_180.022274799999999997
Absent
Unique Homer TFs: #7
TF NameModiscoHomer
Prdm9Absent
Pattern NameHomerSignificance
motif9.motif0.0390789
Meis2Absent
Pattern NameHomerSignificance
motif9.motif0.00922498
Zbtb33Absent
Pattern NameHomerSignificance
motif16.motif0.0063034
E2f7Absent
Pattern NameHomerSignificance
motif3.motif0.0585875
E2f6Absent
Pattern NameHomerSignificance
motif3.motif0.0431018
Meis3Absent
Pattern NameHomerSignificance
motif9.motif0.0446055
Pknox2Absent
Pattern NameHomerSignificance
motif9.motif0.050468