In [1]:
# Parameters
data_name = "Usf1"
task_idxs = "0-213,216-278"
homer_root = "/srv/scratch/msharmin/mouse_hem/with_tfd/full_mouse50/Naive_scans"
modisco_root = "/srv/scratch/msharmin/mouse_hem/with_tfd/full_mouse50/Naive_modisco2019"
overwrite = False
In [2]:
from matlas.reports import collect_motifDB_to_be_displayed, display_comparative_cell_types

load data from labcluster

Using TensorFlow backend.
2019-08-23 11:46:55,067 [WARNING] git-lfs not installed
In [3]:
homer_matches, modisco_matches = collect_motifDB_to_be_displayed(task_idxs, homer_root, modisco_root, 
                                                              overwrite=False)

TF-MoDISco is using the TensorFlow backend.
In [4]:
display_comparative_cell_types(data_name, homer_matches, modisco_matches)
Usf1: Motif: M01732_2.00



Forward PWM

Reverse PWM

Shared Cell types both TF-MoDISco and Homer finds Usf1: #123

Cell typeModiscoHomer
MPP;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.00793544

Pattern: motif7.motif

Significance: 0.0122359

naiveCD8;A;CL

Pattern: metacluster_0/pattern_10

Significance: 0.00327151

Pattern: motif8.motif

Significance: 0.0071396

preB;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00404641

Pattern: motif6.motif

Significance: 0.039069900000000005

aB_LPS+IL21;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.0060238

Pattern: motif7.motif

Significance: 0.0243766

BSPHL;A;CL

Pattern: metacluster_1/pattern_15

Significance: 0.0243989

Pattern: motif13.motif

Significance: 0.0371719

ESNPHL_ex-vivo_BlbC;A;CL

Pattern: metacluster_0/pattern_10

Significance: 0.00347279

Pattern: motif6.motif

Significance: 0.047934899999999996

NTRPHL;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.00409131

Pattern: motif6.motif

Significance: 0.0104428

aNonTfh;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.012068299999999999

Pattern: motif17.motif

Significance: 0.024828

Tfr;CD4+CD44+CXCR5+PD1+CD25+;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.00289947

Pattern: motif9.motif

Significance: 0.0345351

CD4+CD8intTCR+CD69+CD24+;B2defM;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.00365091

Pattern: motif9.motif

Significance: 0.00302863

CD4+CD8-TCR+CD69+CD24+CD25-;B2defM;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.00569737

Pattern: motif16.motif

Significance: 0.015625899999999998

CD4+CD8-TCR+CD25-Foxp3+;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.0186116

Pattern: motif16.motif

Significance: 0.0111467

DC_BMD;A;CL

Pattern: metacluster_1/pattern_15

Significance: 0.00448676

Pattern: motif9.motif

Significance: 0.017265799999999998

MCRPHG;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.0254166

Pattern: motif6.motif

Significance: 0.00440191

DP3a;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.00833017

/

Pattern: metacluster_1/pattern_12

Significance: 0.00994722

Pattern: motif21.motif

Significance: 0.038567699999999996

ISP;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.0347936

/

Pattern: metacluster_1/pattern_13

Significance: 0.0188282

Pattern: motif22.motif

Significance: 0.00910974

Heart;D;En

Pattern: metacluster_0/pattern_11

Significance: 0.00422817

Pattern: motif14.motif

Significance: 0.00416485

Adipose;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.0166755

/

Pattern: metacluster_1/pattern_10

Significance: 0.00303383

Pattern: motif7.motif

Significance: 0.00688218

Mammary;A;CL

Pattern: metacluster_0/pattern_6

Significance: 0.0299399

Pattern: motif6.motif

Significance: 0.0399168

placenta;A;CL

Pattern: metacluster_0/pattern_12

Significance: 0.00516202

Pattern: motif17.motif

Significance: 0.0159406

SPNL_CHRD;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.00687356

/

Pattern: metacluster_1/pattern_11

Significance: 0.00254842

Pattern: motif7.motif

Significance: 0.044163

STMCH;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.00866006

/

Pattern: metacluster_1/pattern_10

Significance: 0.0479911

Pattern: motif5.motif

Significance: 0.00239261

BRN;CRBLM;A;CL

Pattern: metacluster_0/pattern_11

Significance: 0.0180181

Pattern: motif8.motif

Significance: 0.0134579

gamma_delta_TCR;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.012083100000000001

Pattern: motif15.motif

Significance: 0.0237195

gamma_delta_TCR_MCR;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.00263259

Pattern: motif4.motif

Significance: 0.0352301

NK;IL2+IL12+;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.0049686999999999995

Pattern: motif9.motif

Significance: 0.045244099999999995

NCR+ILC3+IL23;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.00725402

Pattern: motif18.motif

Significance: 0.0268943

aB_LPS+IL4_24h;A;CL

Pattern: metacluster_0/pattern_10

Significance: 0.00414699

Pattern: motif5.motif

Significance: 0.041320499999999996

aB_LPS+IL4+Oligomycin_24h;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.000808059

Pattern: motif22.motif

Significance: 0.00848227

CH12;med14;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00344463

Pattern: motif5.motif

Significance: 0.0111797

wCH12_drug;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.00457223

/

Pattern: metacluster_1/pattern_12

Significance: 0.019362400000000002

Pattern: motif8.motif

Significance: 0.0489319

/

Pattern: motif21.motif

Significance: 0.0245866

NTRPHL;A;GEO

Pattern: metacluster_0/pattern_11

Significance: 0.051122900000000006

Pattern: motif4.motif

Significance: 0.026901599999999998

ES;F1216;A;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.0275523

Pattern: motif19.motif

Significance: 0.00416974

ES;129SV_Jae_C57BL6J;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.00879943

/

Pattern: metacluster_1/pattern_12

Significance: 0.00896811

Pattern: motif16.motif

Significance: 0.00172332

Mammary_GLND;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.0471819

Pattern: motif12.motif

Significance: 0.024996099999999997

RTN;A;GEO

Pattern: metacluster_0/pattern_10

Significance: 0.00853517

Pattern: motif14.motif

Significance: 0.00132861

ILC1;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.00661882

Pattern: motif9.motif

Significance: 0.04341230000000001

ILC3;A;GEO

Pattern: metacluster_1/pattern_16

Significance: 0.00538811

Pattern: motif18.motif

Significance: 0.025916500000000002

naiveT;CD8+;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0117629

/

Pattern: metacluster_1/pattern_11

Significance: 0.0329513

Pattern: motif22.motif

Significance: 0.025030599999999997

T_LCMV;CD8+;D35;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.0102249

Pattern: motif11.motif

Significance: 0.0018410999999999998

T_MLD;TCR_SV40-I_CD8+;D5;A;GEO

Pattern: metacluster_1/pattern_14

Significance: 0.0198532

Pattern: motif8.motif

Significance: 0.0455435

T_MLD;TCR_SV40-I_CD8+;D35;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.059024099999999996

/

Pattern: metacluster_1/pattern_15

Significance: 0.022759599999999998

Pattern: motif11.motif

Significance: 0.0255492

memT_tmrD;TCR_SV40-I_CD8+;D14;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.0213042

Pattern: motif7.motif

Significance: 0.0352906

B_SPLND;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.00183714

Pattern: motif21.motif

Significance: 0.00769472

MCRPHG_BMD.UnStmltd;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.00523836

Pattern: motif12.motif

Significance: 0.00490782

MCRPHG_BMD.LPD_Stmltd;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.005060800000000001

Pattern: motif6.motif

Significance: 0.023043400000000002

/

Pattern: motif17.motif

Significance: 0.018875700000000002

Erythroid;Ter119+;A;GEO

Pattern: metacluster_0/pattern_9

Significance: 0.025833299999999997

/

Pattern: metacluster_0/pattern_12

Significance: 0.0363773

Pattern: motif7.motif

Significance: 0.0426586

DC_LPS;6h;A;GEO

Pattern: metacluster_1/pattern_16

Significance: 0.00830438

Pattern: motif12.motif

Significance: 0.00643691

DC_pBMD;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.00655998

Pattern: motif6.motif

Significance: 0.0126418

/

Pattern: motif10.motif

Significance: 0.014827000000000002

ENDRM_ESD;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.00760375

Pattern: motif19.motif

Significance: 0.0133264

GCN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.0302387

Pattern: motif10.motif

Significance: 0.0149159

CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.0104131

Pattern: motif11.motif

Significance: 0.0349226

npES;3rd_Rhmbmr_delA;E8.5;A;GEO

Pattern: metacluster_0/pattern_13

Significance: 0.00156937

/

Pattern: metacluster_0/pattern_20

Significance: 0.00681912

Pattern: motif14.motif

Significance: 0.014821700000000002

wES;3rd_Rhmbmr;E8.5;A;GEO

Pattern: metacluster_0/pattern_18

Significance: 0.00217753

/

Pattern: metacluster_0/pattern_24

Significance: 0.00391261

Pattern: motif20.motif

Significance: 0.0508269

npES;3rd_Rhmbmr_delC;E8.5;A;GEO

Pattern: metacluster_0/pattern_18

Significance: 0.0138352

/

Pattern: metacluster_0/pattern_21

Significance: 0.0108386

Pattern: motif19.motif

Significance: 0.00421244

npES;5th_Rhmbmr_delC;E8.5;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.00582436

/

Pattern: metacluster_1/pattern_14

Significance: 0.0348886

Pattern: motif11.motif

Significance: 0.055749099999999996

wES;5th_Rhmbmr;E9.5;A;GEO

Pattern: metacluster_0/pattern_12

Significance: 0.00455147

/

Pattern: metacluster_0/pattern_16

Significance: 0.0237433

Pattern: motif15.motif

Significance: 0.031039499999999998

/

Pattern: motif21.motif

Significance: 0.00915032

npES;5th_Rhmbmr_delA;E8.5;A;GEO

Pattern: metacluster_0/pattern_16

Significance: 0.00112356

/

Pattern: metacluster_0/pattern_18

Significance: 0.056723699999999995

Pattern: motif13.motif

Significance: 0.0497133

wES;posterior;1;E8.5;A;GEO

Pattern: metacluster_0/pattern_15

Significance: 0.0266687

/

Pattern: metacluster_0/pattern_16

Significance: 0.00338857

Pattern: motif13.motif

Significance: 0.00507849

NPC;G4;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.022643299999999998

Pattern: motif13.motif

Significance: 0.014306600000000001

NPC;Ch13;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.016278

Pattern: motif25.motif

Significance: 0.0168384

iPV_NRN;A;GEO

Pattern: metacluster_1/pattern_16

Significance: 0.000421726

Pattern: motif13.motif

Significance: 0.0436828

iVIP_NRN;A;GEO

Pattern: metacluster_1/pattern_15

Significance: 0.047087300000000006

/

Pattern: metacluster_1/pattern_17

Significance: 0.00912329

Pattern: motif19.motif

Significance: 0.0404796

ES;ZhBTc4;untreated;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.00188658

Pattern: motif21.motif

Significance: 0.0215428

npES;ZHBTC4;doxyc;treat;A;GEO

Pattern: metacluster_0/pattern_15

Significance: 0.00366731

Pattern: motif17.motif

Significance: 0.0286801

ES;JM8.N4;Mitosis;A;GEO

Pattern: metacluster_0/pattern_10

Significance: 0.0060557

/

Pattern: metacluster_0/pattern_11

Significance: 0.048101599999999994

Pattern: motif8.motif

Significance: 0.0293327

pMeg;A;En

Pattern: metacluster_1/pattern_8

Significance: 0.018742500000000002

/

Pattern: metacluster_1/pattern_15

Significance: 0.013435800000000001

Pattern: motif8.motif

Significance: 0.00689341

MegEP;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.00708296

/

Pattern: metacluster_1/pattern_14

Significance: 0.0432043

Pattern: motif11.motif

Significance: 0.022028400000000004

MegP;A;En

Pattern: metacluster_1/pattern_11

Significance: 0.0116648

/

Pattern: metacluster_1/pattern_16

Significance: 0.00348392

Pattern: motif12.motif

Significance: 0.05760740000000001

pCMP;A;CL

Pattern: metacluster_1/pattern_16

Significance: 0.0311231

Pattern: motif11.motif

Significance: 0.0396676

DC_LPS;4h;A;En

Pattern: metacluster_1/pattern_13

Significance: 0.00477401

Pattern: motif6.motif

Significance: 0.025491800000000002

DC;A;En

Pattern: metacluster_1/pattern_11

Significance: 0.00495083

Pattern: motif13.motif

Significance: 0.0072479

ES;ZhBTc4;1;D;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.00309823

/

Pattern: metacluster_1/pattern_20

Significance: 0.00889561

Pattern: motif16.motif

Significance: 0.0146875

ES;ZhBTc4;2;D;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.00288457

/

Pattern: metacluster_1/pattern_19

Significance: 0.00509059

Pattern: motif13.motif

Significance: 0.0108408

ES;D0;D;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.00139936

Pattern: motif9.motif

Significance: 0.0268288

NIH3T3_FBROBLST;D;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.00295398

Pattern: motif10.motif

Significance: 0.00650049

LVR;8wks;D;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.00383395

Pattern: motif14.motif

Significance: 0.013391899999999998

LNG;8wks;D;GEO

Pattern: metacluster_0/pattern_15

Significance: 0.00300985

Pattern: motif5.motif

Significance: 0.00921518

WHL_BRN;8wks;D;GEO

Pattern: metacluster_1/pattern_15

Significance: 0.00298451

Pattern: motif18.motif

Significance: 0.0546337

wES;WHL_BRN;E14.5;D;GEO

Pattern: metacluster_0/pattern_13

Significance: 0.00119849

Pattern: motif21.motif

Significance: 0.0549446

ES;E14;D;En

Pattern: metacluster_1/pattern_8

Significance: 0.021521099999999998

/

Pattern: metacluster_1/pattern_20

Significance: 0.00996568

Pattern: motif19.motif

Significance: 0.045734699999999996

ES;C57BL_6J;R1;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.00248042

/

Pattern: metacluster_1/pattern_18

Significance: 0.0115684

Pattern: motif17.motif

Significance: 0.0140862

NIH3T3_FBROBLST;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.047361

/

Pattern: metacluster_1/pattern_16

Significance: 0.00263799

Pattern: motif13.motif

Significance: 0.014357299999999998

FBRBLST;8wks;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.0354426

/

Pattern: metacluster_1/pattern_13

Significance: 0.0023805999999999996

Pattern: motif11.motif

Significance: 0.03353830000000001

3T3-L1;FBRBLST;D;En

Pattern: metacluster_1/pattern_8

Significance: 0.05777569999999999

/

Pattern: metacluster_1/pattern_15

Significance: 0.00822251

Pattern: motif9.motif

Significance: 0.0120264

KDNY;P0;D;En

Pattern: metacluster_1/pattern_15

Significance: 0.00152049

Pattern: motif16.motif

Significance: 0.05527869999999999

KDNY;8wks;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.00396306

Pattern: motif10.motif

Significance: 0.0316592

LVR;8wks;D;En

Pattern: metacluster_0/pattern_10

Significance: 0.00351316

Pattern: motif12.motif

Significance: 0.0170206

wES;LVR;E11.5;D.;En

Pattern: metacluster_1/pattern_10

Significance: 0.013783100000000001

/

Pattern: metacluster_1/pattern_11

Significance: 0.0129378

Pattern: motif9.motif

Significance: 0.00963406

LVR;P0;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.0033744

Pattern: motif7.motif

Significance: 0.059677999999999995

LNG;P0;D;En

Pattern: metacluster_1/pattern_14

Significance: 0.00327385

Pattern: motif8.motif

Significance: 0.04182519999999999

Heart;8wks;D;En

Pattern: metacluster_0/pattern_8

Significance: 0.00205443

Pattern: motif8.motif

Significance: 0.0169478

Heart;P0;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.00359322

Pattern: motif7.motif

Significance: 0.0496409

Adipocyte_3T3-L1D;C57BL6;D8;D;En

Pattern: metacluster_1/pattern_6

Significance: 0.00036468

Pattern: motif13.motif

Significance: 0.0199829

Adipose;D;En

Pattern: metacluster_0/pattern_17

Significance: 0.015046799999999999

Pattern: motif15.motif

Significance: 0.0207603

RTN;D1;D;En

Pattern: metacluster_0/pattern_14

Significance: 0.00091361

Pattern: motif13.motif

Significance: 0.00606382

wES;RTN;E11.5;D;En

Pattern: metacluster_0/pattern_20

Significance: 0.00659432

Pattern: motif19.motif

Significance: 0.0182731

CRBLM;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.0269464

Pattern: motif10.motif

Significance: 0.042858600000000004

416B_MP;CD34+;D;En

Pattern: metacluster_1/pattern_15

Significance: 0.00764692

/

Pattern: metacluster_1/pattern_16

Significance: 0.0405089

Pattern: motif11.motif

Significance: 0.005019399999999999

Muller;P12;D;En

Pattern: metacluster_1/pattern_17

Significance: 0.00214423

Pattern: motif18.motif

Significance: 0.00340974

Fr_BRN;P0;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.0506391

Pattern: motif22.motif

Significance: 0.00900891

Hnd_BRN;P0;D;En

Pattern: metacluster_1/pattern_14

Significance: 0.00323142

Pattern: motif16.motif

Significance: 0.00518022

wES;Hnd_BRN;E14.5;D;En

Pattern: metacluster_0/pattern_16

Significance: 0.00440827

/

Pattern: metacluster_0/pattern_20

Significance: 0.034966699999999996

Pattern: motif22.motif

Significance: 0.00184735

wES;Md_BRN;E11.5;D;En

Pattern: metacluster_0/pattern_16

Significance: 0.00996907

Pattern: motif22.motif

Significance: 0.00844611

Md_BRN;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.0445998

/

Pattern: metacluster_1/pattern_16

Significance: 0.00477569

Pattern: motif16.motif

Significance: 0.0100843

wES;WHL_BRN;E14.5;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.0272475

Pattern: motif23.motif

Significance: 0.006036199999999999

WHL_BRN;8wks;D;En

Pattern: metacluster_1/pattern_13

Significance: 0.00268919

Pattern: motif8.motif

Significance: 0.053734800000000006

wES;limb;E14.5;D;En

Pattern: metacluster_1/pattern_15

Significance: 0.016172299999999997

Pattern: motif24.motif

Significance: 0.017213299999999997

wES;limb;E11.5;D;En

Pattern: metacluster_0/pattern_18

Significance: 0.016340200000000003

/

Pattern: metacluster_0/pattern_19

Significance: 0.018349599999999997

Pattern: motif19.motif

Significance: 0.0474916

wES;Fr_lmb;E11.5;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.0162037

Pattern: motif20.motif

Significance: 0.00055345

wES;Hnd_lmb;E11.5;D;En

Pattern: metacluster_0/pattern_14

Significance: 0.00868492

/

Pattern: metacluster_0/pattern_16

Significance: 0.00408662

Pattern: motif15.motif

Significance: 0.0356433

wES;FaceP;E14.5;D;En

Pattern: metacluster_0/pattern_20

Significance: 0.00307557

Pattern: motif22.motif

Significance: 0.0120384

wES;FaceP;E11.5;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.0417566

/

Pattern: metacluster_1/pattern_13

Significance: 0.00294716

Pattern: motif13.motif

Significance: 0.0575737

wES;NRL_Tube;E11.5;D;En

Pattern: metacluster_1/pattern_16

Significance: 0.00385328

Pattern: motif16.motif

Significance: 0.037467900000000005

LRG_INTSTN;8wks;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.00341116

/

Pattern: metacluster_1/pattern_12

Significance: 0.04120530000000001

Pattern: motif12.motif

Significance: 0.0164295

STMCH;P0;D;En

Pattern: metacluster_1/pattern_15

Significance: 0.00292535

Pattern: motif10.motif

Significance: 0.00645809

SKLTL_Muscle;8wks;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.00220983

Pattern: motif5.motif

Significance: 0.00875775

Spleen;8wks;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.00335928

Pattern: motif7.motif

Significance: 0.0122682

3134_mammaryADNCRCNM;D;En

Pattern: metacluster_0/pattern_17

Significance: 0.00991561

Pattern: motif12.motif

Significance: 0.0243535

416B;HMTP_SPNSN;CD34+;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.00595521

Pattern: motif16.motif

Significance: 0.00857951

CH12.LX;D;En

Pattern: metacluster_1/pattern_16

Significance: 0.00978871

Pattern: motif12.motif

Significance: 0.00527815

MTR_NRN_MN1;methyl3;D;En

Pattern: metacluster_0/pattern_19

Significance: 0.00510109

Pattern: motif7.motif

Significance: 0.0494914

/

Pattern: motif20.motif

Significance: 0.014661000000000002

MN1;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.00937981

Pattern: motif8.motif

Significance: 0.0278334

Unique Cell types only TF-MoDISco finds Usf1: #141

Cell typeModiscoHomer
memT;CD4+;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.0116432

Absent
Th17;CD4+;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00648416

Absent
NK_SPLND;A;CL

Pattern: metacluster_0/pattern_13

Significance: 0.0024601999999999996

Absent
proB;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.0126333

Absent
immatureB;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.00950181

Absent
matureB;A;CL

Pattern: metacluster_0/pattern_7

Significance: 0.00359334

Absent
B1_B;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00626004

Absent
GC_B;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.00732269

/

Pattern: metacluster_1/pattern_13

Significance: 0.0479745

Absent
plasmaB;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00663558

Absent
aB_LPS;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.017734299999999998

/

Pattern: metacluster_1/pattern_9

Significance: 0.0147732

Absent
aB_LPS+IL4;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.00320995

Absent
aB_LSP+a_d_dextran;A;CL

Pattern: metacluster_0/pattern_7

Significance: 0.00298147

Absent
aB_CD40+IL4;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.00634466

Absent
Mast;A;CL

Pattern: metacluster_0/pattern_13

Significance: 0.00433931

Absent
ESNPHL_SPLND_BlbCA;CL

Pattern: metacluster_0/pattern_5

Significance: 0.000304977

Absent
Tfh_LCMV;A;CL

Pattern: metacluster_1/pattern_13

Significance: 0.018550599999999997

Absent
Tfh;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.0180655

Absent
aNonTfh_mut;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.0114916

Absent
Tfr_mut;CD4+CD44+CXCR5+PD1+CD25+;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.022628099999999998

Absent
naiveT;CD4+_CD44-_CD62L-_CD25-;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.0116609

Absent
naiveT_mut;CD4+_CD44-_CD62L-_CD25-;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.0171519

/

Pattern: metacluster_1/pattern_9

Significance: 0.029993799999999998

Absent
largeDPprecrsr;CD4+CD8+CD69-;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.012006900000000001

/

Pattern: metacluster_1/pattern_11

Significance: 0.0228388

Absent
smallDPprecrsor;CD4+CD8+CD69-;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.0231817

/

Pattern: metacluster_1/pattern_11

Significance: 0.00440412

Absent
CD4+CD8-TCR+CD69-CD24-CD25-;B2defM;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.00933855

/

Pattern: metacluster_1/pattern_12

Significance: 0.00583914

Absent
CD4+CD8intTCR+CD69+CD24+;MHC2defM;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.010340100000000001

/

Pattern: metacluster_1/pattern_11

Significance: 0.0133985

Absent
CD4+CD8+TCR+CD69+CD24+;MHC2defM;A;C

Pattern: metacluster_1/pattern_8

Significance: 0.0046637

/

Pattern: metacluster_1/pattern_9

Significance: 0.0377483

Absent
CD4+CD8+TCR+CD69-CD24-;MHC2defM;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.00351033

Absent
CD4+CD8-TCR+CD25+Foxp3-;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.011489

Absent
CD4+CD8-TCR+CD25+Foxp3+;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.0118345

Absent
Erythroblast;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.0394005

Absent
DP;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.0211863

/

Pattern: metacluster_1/pattern_9

Significance: 0.035811199999999994

Absent
DP3b;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00764738

/

Pattern: metacluster_1/pattern_13

Significance: 0.023316

Absent
ES;E14;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.00171633

Absent
ES;MEF;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.00250957

Absent
SML_INTSTN;A;CL

Pattern: metacluster_0/pattern_7

Significance: 0.018764199999999998

Absent
LRG_INTSTN;A;CL

Pattern: metacluster_0/pattern_15

Significance: 0.00599433

Absent
LNG;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.0223703

/

Pattern: metacluster_1/pattern_14

Significance: 0.026352299999999995

Absent
Muscle;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.018096200000000003

Absent
testis;A;CL

Pattern: metacluster_0/pattern_14

Significance: 0.037256300000000006

Absent
PNCRS;A;CL

Pattern: metacluster_0/pattern_2

Significance: 0.00630027

Absent
eye-NRL_RTN;A;CL

Pattern: metacluster_0/pattern_6

Significance: 0.011186

/

Pattern: metacluster_0/pattern_8

Significance: 0.00753145

Absent
NRV;Eye-OPTC;A;CL

Pattern: metacluster_0/pattern_7

Significance: 0.0285555

/

Pattern: metacluster_0/pattern_11

Significance: 0.00121343

Absent
BRN;OLFTRY_BLB;A;CL

Pattern: metacluster_0/pattern_14

Significance: 0.00432203

Absent
BRN;FRNTL_CRTX;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.023755900000000003

Absent
BRN;PTMN;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00442295

Absent
BRN;MDL_OBLNGT;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00450563

Absent
BRN;SNSR_MTR_CRTX;A;CL

Pattern: metacluster_1/pattern_15

Significance: 0.0189472

Absent
restingB;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.00267454

Absent
aB;CD180;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.00841071

/

Pattern: metacluster_1/pattern_11

Significance: 0.00356277

Absent
LNG_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_16

Significance: 0.00807167

Absent
SHRT_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.011483499999999999

Absent
gamma_delta_TCR_M-S-;A;CL

Pattern: metacluster_0/pattern_11

Significance: 0.00147762

Absent
ILC2precrsr;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.011561700000000001

Absent
NCR+ILC3;A;CL

Pattern: metacluster_1/pattern_15

Significance: 0.0046776000000000005

Absent
ILC2_Nippo;A;CL

Pattern: metacluster_1/pattern_16

Significance: 0.0211379

Absent
ILC1;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.0193628

Absent
ILC2;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.00307495

Absent
Th2_nippo;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.0144244

Absent
CH12_QNTPLE;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.05348819999999999

/

Pattern: metacluster_1/pattern_10

Significance: 0.00259031

Absent
wCH12;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.0054063

Absent
CLP;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.00202327

/

Pattern: metacluster_1/pattern_15

Significance: 0.013491899999999998

Absent
mem_precrsrT_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.0123229

Absent
NK_LVRD;CD19-CD3e-NKp46+DX+Trail-;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.00501384

Absent
ES;J1;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.00086678

/

Pattern: metacluster_1/pattern_14

Significance: 0.014369999999999999

Absent
ES;E14;A;GEO

Pattern: metacluster_0/pattern_18

Significance: 0.0215628

/

Pattern: metacluster_0/pattern_20

Significance: 0.00155773

Absent
ES;v6.5;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.00375424

Absent
CRBL_GRNL_Precrsr;A;GEO

Pattern: metacluster_0/pattern_13

Significance: 0.00259428

Absent
ILC2+IL33+IL25;A;GEO

Pattern: metacluster_1/pattern_14

Significance: 0.022450599999999998

Absent
ILC2;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.019481000000000002

Absent
ILC1_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_14

Significance: 0.00806544

Absent
ILC2_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.053167599999999995

Absent
ILC3_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_18

Significance: 0.0275601

Absent
T_LCMV;CD8+;D8;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.0583769

Absent
T_LCMV;CD8+;D33;A;GEO

Pattern: metacluster_1/pattern_14

Significance: 0.013519399999999999

Absent
TEff_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.0245712

Absent
TExh_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.024655

Absent
TSLEC_SPLND;CD8+A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.0130438

/

Pattern: metacluster_1/pattern_13

Significance: 0.0253809

Absent
naiveT;trnsgncTCR_SV40-I_CD8;A;GEO

Pattern: metacluster_0/pattern_10

Significance: 0.0289911

/

Pattern: metacluster_0/pattern_11

Significance: 0.0040134

Absent
Teff;TCR_SV40-I_CD8+;D7;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.00300861

/

Pattern: metacluster_1/pattern_11

Significance: 0.012819299999999999

Absent
cntrl_memT;TCR_SV40-I_CD8+;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.013549799999999999

/

Pattern: metacluster_1/pattern_12

Significance: 0.011918799999999998

Absent
T_MLD;TCR_SV40-I_CD8+;D7;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.016305700000000003

Absent
T_MLD;TCR_SV40-I_CD8+;D14;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.020858099999999997

Absent
T_MLD;TCR_SV40-I_CD8+;D21;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.0100846

/

Pattern: metacluster_1/pattern_14

Significance: 0.0239439

Absent
T_MLD;TCR_SV40-I_CD8+;D28;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.0205546

Absent
T_MLD;TCR_SV40-I_CD8+;D60;A;GEO

Pattern: metacluster_0/pattern_13

Significance: 0.0150465

Absent
memT_tmrD_lstr;TCR_SV40-I_CD8+;D7;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.016513299999999998

Absent
memT_tmrD_lstr;TCR_SV40-I_CD8+;D14;A;GEO

Pattern: metacluster_0/pattern_11

Significance: 0.0116431

Absent
memT_tmrD_lstr;TCR_SV40-I_CD8+;D35;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0210673

/

Pattern: metacluster_1/pattern_12

Significance: 0.028784300000000002

Absent
memT_tmrD;TCR_SV40-I_CD8+;D7;A;GEO

Pattern: metacluster_1/pattern_14

Significance: 0.0112708

Absent
iNKT;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.00348685

Absent
aB;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.00321669

Absent
prePLSM_B;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.0112499

Absent
preB_BMD;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.00718415

/

Pattern: metacluster_1/pattern_11

Significance: 0.00455099

Absent
B;B220_CD43;A;GEO

Pattern: metacluster_1/pattern_20

Significance: 0.00869964

Absent
AML;AE9a;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.037526699999999996

/

Pattern: metacluster_1/pattern_14

Significance: 0.00756756

Absent
DC_LPS;2h;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.00403728

Absent
ROD_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.0100776

/

Pattern: metacluster_1/pattern_11

Significance: 0.0242355

Absent
ROD_PHT_RCPTR_RTN;A;GEO

Pattern: metacluster_0/pattern_10

Significance: 0.0141131

/

Pattern: metacluster_0/pattern_11

Significance: 0.0202524

Absent
BL_CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0053255

Absent
wES;5th_Rhmbmr;E8.5;A;GEO

Pattern: metacluster_0/pattern_17

Significance: 0.00118041

Absent
wES;posterior;1;E9.5;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.00713208

/

Pattern: metacluster_1/pattern_18

Significance: 0.0021097

Absent
wES;posterior;2;E9.5;A;GEO

Pattern: metacluster_0/pattern_17

Significance: 0.00444493

Absent
npES;posterior_delA;E8.5;A;GEO

Pattern: metacluster_0/pattern_17

Significance: 0.00178697

/

Pattern: metacluster_0/pattern_19

Significance: 0.00759471

Absent
npES;posterior_delC;E8.5;A;GEO

Pattern: metacluster_0/pattern_18

Significance: 0.0018242

Absent
SKN_EPTHL;A;GEO

Pattern: metacluster_0/pattern_5

Significance: 0.0321402

Absent
BCK_SKN;A;GEO

Pattern: metacluster_0/pattern_15

Significance: 0.025528

/

Pattern: metacluster_0/pattern_20

Significance: 0.00889307

Absent
wES.CRNL_NRL_CRST;E10.5;A;GEO

Pattern: metacluster_0/pattern_9

Significance: 0.0202322

/

Pattern: metacluster_0/pattern_14

Significance: 0.021831200000000002

Absent
NPC;F129;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0546184

/

Pattern: metacluster_1/pattern_15

Significance: 0.035438300000000006

Absent
NPC;mE6;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.0302159

Absent
ePyramidal_NRN;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0139453

Absent
G_NRN_P;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0351788

/

Pattern: metacluster_1/pattern_12

Significance: 0.0217218

Absent
wES;GRM;E16.5;A;GEO

Pattern: metacluster_0/pattern_9

Significance: 0.016751099999999998

/

Pattern: metacluster_0/pattern_13

Significance: 0.011074200000000001

Absent
ThMS_MEC;Aire++;A;GEO

Pattern: metacluster_1/pattern_14

Significance: 0.00202762

Absent
Corticotrope;A;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.00262377

Absent
Melanotrope;A;GEO

Pattern: metacluster_0/pattern_11

Significance: 0.0336185

Absent
npES;ZHBTC4;Brg1fl_fl;untreat;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.00134041

Absent
ES;JM8.N4;Asynch;A;GEO

Pattern: metacluster_0/pattern_7

Significance: 0.015231200000000002

/

Pattern: metacluster_0/pattern_11

Significance: 0.014311099999999998

Absent
Mammary_BptfKO;A;GEO

Pattern: metacluster_0/pattern_15

Significance: 0.00319956

Absent
EPP;A;En

Pattern: metacluster_1/pattern_8

Significance: 0.024229

/

Pattern: metacluster_1/pattern_11

Significance: 0.0467002

Absent
pErythroblast;A;En

Pattern: metacluster_1/pattern_8

Significance: 0.0428385

/

Pattern: metacluster_1/pattern_12

Significance: 0.0443844

Absent
3134_mammaryADNCRCNM;D;GE

Pattern: metacluster_1/pattern_10

Significance: 0.0312607

/

Pattern: metacluster_1/pattern_13

Significance: 0.0263743

Absent
T_SPLND_blstCLTRD;CD4+;D;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.0208666

/

Pattern: metacluster_1/pattern_9

Significance: 0.00378891

Absent
naiveT_SPLND;CD4+;D;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.00109657

Absent
apCD4Eff;D;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.00928484

Absent
416B_MP;CD34+;D;GEO

Pattern: metacluster_1/pattern_14

Significance: 0.00814436

Absent
ES;129S1_SVImJ_CJ7;D;En

Pattern: metacluster_1/pattern_6

Significance: 0.00294473

Absent
LNG;8wks;D;En

Pattern: metacluster_0/pattern_11

Significance: 0.00438703

Absent
wES;LNG;E14.5;D;En

Pattern: metacluster_1/pattern_9

Significance: 0.00139286

Absent
abTreg;CD4+_CD25+;8wks;D;En

Pattern: metacluster_1/pattern_14

Significance: 0.00977796

Absent
EP;c-kit+CD71+Ter119+;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.0400003

Absent
wES;MSDRM;E11.5;D;En

Pattern: metacluster_0/pattern_16

Significance: 0.00193063

Absent
wES.Fr_BRN;E14.4;D;En

Pattern: metacluster_0/pattern_12

Significance: 0.00208604

Absent
wES;Hnd_BRN;E11.5;D;En

Pattern: metacluster_0/pattern_18

Significance: 0.00974447

Absent
wES;Md_BRN;E14.4;D;En

Pattern: metacluster_0/pattern_17

Significance: 0.028336700000000003

/

Pattern: metacluster_0/pattern_18

Significance: 0.00379745

Absent
wES;Telenchephalon;D;En

Pattern: metacluster_1/pattern_14

Significance: 0.00739114

Absent
AML;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.0348837

/

Pattern: metacluster_1/pattern_17

Significance: 0.0139377

Absent
MEF.GATA-1-ER;D;En

Pattern: metacluster_1/pattern_8

Significance: 0.0212081

/

Pattern: metacluster_1/pattern_11

Significance: 1.00645e-06

Absent
MEL;D;En

Pattern: metacluster_1/pattern_13

Significance: 0.021605000000000003

/

Pattern: metacluster_1/pattern_14

Significance: 0.00815525

Absent
MEL_Znc_di-cl;24h;D;En

Pattern: metacluster_1/pattern_22

Significance: 3.1397700000000004e-06

/

Pattern: metacluster_1/pattern_26

Significance: 0.010326

Absent
NIH3T3;D;En

Pattern: metacluster_1/pattern_13

Significance: 0.00540468

Absent
3T3-L1;D;En

Pattern: metacluster_1/pattern_20

Significance: 0.0453983

Absent
Unique Cell types only Homer finds Usf1: #3

Cell typeModiscoHomer
A20;B-lymphoma;D;EnAbsent

Pattern: motif13.motif

Significance: 0.0209356

/

Pattern: motif17.motif

Significance: 0.0354112

apThEff;CD4+;8wks;D;En.Absent

Pattern: motif19.motif

Significance: 0.046626

Treg;CD4+_CD25+;D;GEOAbsent

Pattern: motif15.motif

Significance: 0.00216802