In [1]:
# Parameters
data_name = "Mafb"
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 11:18:38,394 [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)
Mafb: Motif: M02870_2.00



Forward PWM

Reverse PWM

Shared Cell types both TF-MoDISco and Homer finds Mafb: #98

Cell typeModiscoHomer
MPP;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.00266738

Pattern: motif7.motif

Significance: 0.0320227

naiveCD8;A;CL

Pattern: metacluster_0/pattern_6

Significance: 0.00679703

Pattern: motif8.motif

Significance: 0.027833499999999997

memT;CD4+;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.0135543

/

Pattern: metacluster_1/pattern_7

Significance: 0.0397441

Pattern: motif18.motif

Significance: 0.0506111

Th17;CD4+;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.029992599999999998

/

Pattern: metacluster_1/pattern_7

Significance: 0.00496749

Pattern: motif16.motif

Significance: 0.0352403

BSPHL;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.014890200000000001

Pattern: motif3.motif

Significance: 0.017060299999999997

ESNPHL_ex-vivo_BlbC;A;CL

Pattern: metacluster_0/pattern_9

Significance: 0.00725154

Pattern: motif14.motif

Significance: 0.0364046

NTRPHL;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.00275545

/

Pattern: metacluster_1/pattern_6

Significance: 0.052031299999999996

Pattern: motif6.motif

Significance: 0.04083030000000001

Tfh;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.00336826

/

Pattern: metacluster_1/pattern_10

Significance: 0.027179000000000002

Pattern: motif6.motif

Significance: 0.0348645

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

Pattern: metacluster_1/pattern_5

Significance: 0.0110285

/

Pattern: metacluster_1/pattern_7

Significance: 0.0554626

Pattern: motif9.motif

Significance: 0.0353838

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

Pattern: metacluster_1/pattern_5

Significance: 0.0125427

Pattern: motif9.motif

Significance: 0.029143400000000003

DC_BMD;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.0141695

/

Pattern: metacluster_1/pattern_9

Significance: 0.029349599999999997

Pattern: motif8.motif

Significance: 0.0360681

MCRPHG;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.021782

Pattern: motif3.motif

Significance: 0.00865364

Erythroblast;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.00244214

Pattern: motif19.motif

Significance: 0.012069400000000001

ES;MEF;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.0482031

Pattern: motif1.motif

Significance: 0.0390568

/

Pattern: motif9.motif

Significance: 0.00847156

Muscle;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.0342524

/

Pattern: metacluster_1/pattern_13

Significance: 0.000719195

Pattern: motif9.motif

Significance: 0.0121764

Heart;D;En

Pattern: metacluster_0/pattern_6

Significance: 0.0183441

Pattern: motif7.motif

Significance: 0.00449156

Adrenal;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.0208421

Pattern: motif1.motif

Significance: 0.0159155

placenta;A;CL

Pattern: metacluster_0/pattern_10

Significance: 0.0124136

Pattern: motif2.motif

Significance: 0.028970599999999996

BRN;OLFTRY_BLB;A;CL

Pattern: metacluster_0/pattern_9

Significance: 0.00874109

Pattern: motif1.motif

Significance: 0.0265005

BRN;FRNTL_CRTX;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.027598400000000002

Pattern: motif7.motif

Significance: 0.0266015

BRN;SNSR_MTR_CRTX;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.00756691

Pattern: motif1.motif

Significance: 0.0439784

gamma_delta_TCR;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.019358

/

Pattern: metacluster_1/pattern_7

Significance: 0.0475812

Pattern: motif7.motif

Significance: 0.00571246

/

Pattern: motif13.motif

Significance: 0.0212168

gamma_delta_TCR_M-S-;A;CL

Pattern: metacluster_0/pattern_3

Significance: 0.0108089

/

Pattern: metacluster_0/pattern_7

Significance: 0.053335400000000005

Pattern: motif11.motif

Significance: 0.0515992

NCR+ILC3;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.0070997

Pattern: motif15.motif

Significance: 0.013253299999999999

ILC2_Nippo;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.00678174

Pattern: motif7.motif

Significance: 0.033467199999999996

NCR+ILC3+IL23;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.045880000000000004

/

Pattern: metacluster_1/pattern_5

Significance: 0.0408661

Pattern: motif3.motif

Significance: 0.0221032

Th2_nippo;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.030176400000000003

/

Pattern: metacluster_1/pattern_7

Significance: 0.0324723

Pattern: motif7.motif

Significance: 0.0291952

/

Pattern: motif18.motif

Significance: 0.03500109999999999

aB_LPS+IL4+Oligomycin_24h;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.00894137

Pattern: motif16.motif

Significance: 0.045687

NTRPHL;A;GEO

Pattern: metacluster_0/pattern_7

Significance: 0.0151583

/

Pattern: metacluster_0/pattern_10

Significance: 0.00235181

Pattern: motif5.motif

Significance: 0.053299400000000004

ES;v6.5;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.008272700000000001

/

Pattern: metacluster_1/pattern_7

Significance: 0.00501104

Pattern: motif3.motif

Significance: 0.0130815

/

Pattern: motif19.motif

Significance: 0.018637400000000002

Mammary_GLND;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.017673400000000002

Pattern: motif1.motif

Significance: 0.00750981

/

Pattern: motif12.motif

Significance: 0.017905599999999997

ILC2+IL33+IL25;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.010287600000000001

Pattern: motif4.motif

Significance: 0.0568711

ILC1;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.0112359

/

Pattern: metacluster_1/pattern_9

Significance: 0.037574

Pattern: motif9.motif

Significance: 0.0275735

/

Pattern: motif16.motif

Significance: 0.0255933

ILC2;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.0071729

/

Pattern: metacluster_1/pattern_6

Significance: 0.054697

Pattern: motif12.motif

Significance: 0.0186669

ILC3;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.0162722

/

Pattern: metacluster_1/pattern_8

Significance: 0.00165758

Pattern: motif7.motif

Significance: 0.0441159

ILC3_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.0580337

/

Pattern: metacluster_1/pattern_9

Significance: 0.0126429

Pattern: motif15.motif

Significance: 0.0391597

T_LCMV;CD8+;D35;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.011846700000000002

/

Pattern: metacluster_1/pattern_7

Significance: 0.028279900000000004

Pattern: motif11.motif

Significance: 0.027538999999999998

/

Pattern: motif18.motif

Significance: 0.0395538

TSLEC_SPLND;CD8+A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.036101

Pattern: motif22.motif

Significance: 0.049009500000000004

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

Pattern: metacluster_1/pattern_9

Significance: 0.016733099999999997

Pattern: motif7.motif

Significance: 0.0400983

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

Pattern: metacluster_1/pattern_9

Significance: 0.012980000000000002

Pattern: motif16.motif

Significance: 0.0495496

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

Pattern: metacluster_0/pattern_8

Significance: 0.0175955

Pattern: motif10.motif

Significance: 0.034229699999999995

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

Pattern: metacluster_1/pattern_5

Significance: 0.045598900000000005

Pattern: motif14.motif

Significance: 0.0300263

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

Pattern: metacluster_0/pattern_6

Significance: 0.011271600000000001

Pattern: motif7.motif

Significance: 0.0312646

/

Pattern: motif23.motif

Significance: 0.043593900000000005

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

Pattern: metacluster_1/pattern_7

Significance: 0.015471100000000002

Pattern: motif14.motif

Significance: 0.0524075

aB;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.026817200000000003

Pattern: motif14.motif

Significance: 0.0411787

/

Pattern: motif19.motif

Significance: 0.0409907

MCRPHG_BMD.UnStmltd;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.045558

/

Pattern: metacluster_1/pattern_4

Significance: 0.031876999999999996

Pattern: motif3.motif

Significance: 0.0267828

/

Pattern: motif7.motif

Significance: 0.0546548

MCRPHG_BMD.LPD_Stmltd;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.0560835

Pattern: motif3.motif

Significance: 0.00922085

/

Pattern: motif6.motif

Significance: 0.050757199999999995

Erythroid;Ter119+;A;GEO

Pattern: metacluster_0/pattern_10

Significance: 0.00260386

Pattern: motif19.motif

Significance: 9.896360000000001e-05

AML;AE9a;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.00333799

/

Pattern: metacluster_1/pattern_10

Significance: 0.011933200000000001

Pattern: motif15.motif

Significance: 0.000360264

DC_LPS;2h;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.022503400000000003

Pattern: motif4.motif

Significance: 0.004703100000000001

/

Pattern: motif6.motif

Significance: 0.00166152

DC_pBMD;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.0535659

Pattern: motif4.motif

Significance: 0.036300099999999995

/

Pattern: motif6.motif

Significance: 0.051107599999999996

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

Pattern: metacluster_0/pattern_16

Significance: 0.00494871

Pattern: motif15.motif

Significance: 0.0228241

SKN_EPTHL;A;GEO

Pattern: metacluster_0/pattern_5

Significance: 0.014466399999999999

Pattern: motif19.motif

Significance: 0.00483559

NPC;G4;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.0415885

/

Pattern: metacluster_1/pattern_15

Significance: 0.00699548

Pattern: motif13.motif

Significance: 0.046023800000000004

NPC;Ch13;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.019235

/

Pattern: metacluster_1/pattern_11

Significance: 0.0416119

Pattern: motif12.motif

Significance: 0.0136185

ePyramidal_NRN;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0302551

Pattern: motif3.motif

Significance: 0.0497122

iPV_NRN;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.021889

/

Pattern: metacluster_1/pattern_10

Significance: 0.00694799

/

Pattern: metacluster_1/pattern_13

Significance: 0.00713506

Pattern: motif7.motif

Significance: 0.0342723

eCortical_NRN;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0196729

Pattern: motif3.motif

Significance: 0.0487487

ThMS_MEC;Aire++;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.00279844

/

Pattern: metacluster_1/pattern_11

Significance: 0.0470796

Pattern: motif10.motif

Significance: 0.0413233

npES;ZHBTC4;Brg1fl_fl;untreat;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.00272662

/

Pattern: metacluster_1/pattern_18

Significance: 0.011273

Pattern: motif29.motif

Significance: 0.045801800000000004

Mammary_BptfKO;A;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.0310649

Pattern: motif1.motif

Significance: 0.059358900000000006

/

Pattern: motif10.motif

Significance: 0.00342225

EPP;A;En

Pattern: metacluster_1/pattern_12

Significance: 0.00174608

Pattern: motif21.motif

Significance: 0.008695399999999999

MegEP;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.00280096

Pattern: motif11.motif

Significance: 0.0523664

pErythroblast;A;En

Pattern: metacluster_1/pattern_7

Significance: 0.00397282

Pattern: motif16.motif

Significance: 0.023157499999999998

MegP;A;En

Pattern: metacluster_1/pattern_8

Significance: 0.00335367

Pattern: motif15.motif

Significance: 0.0131125

pCMP;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.00345685

Pattern: motif11.motif

Significance: 0.029320799999999998

/

Pattern: motif12.motif

Significance: 0.0130762

DC_LPS;4h;A;En

Pattern: metacluster_1/pattern_7

Significance: 0.023676

/

Pattern: metacluster_1/pattern_8

Significance: 0.0252106

Pattern: motif3.motif

Significance: 0.032481499999999996

/

Pattern: motif6.motif

Significance: 0.0157158

DC;A;En

Pattern: metacluster_1/pattern_3

Significance: 0.0482423

/

Pattern: metacluster_1/pattern_7

Significance: 0.028660400000000003

Pattern: motif3.motif

Significance: 0.0127547

/

Pattern: motif5.motif

Significance: 0.024193799999999998

ES;ZhBTc4;1;D;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.00170964

Pattern: motif26.motif

Significance: 0.00023965099999999999

NIH3T3_FBROBLST;D;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.00555069

/

Pattern: metacluster_1/pattern_6

Significance: 0.00390298

Pattern: motif2.motif

Significance: 0.0177601

/

Pattern: motif10.motif

Significance: 0.044243

3134_mammaryADNCRCNM;D;GE

Pattern: metacluster_1/pattern_0

Significance: 0.0585005

/

Pattern: metacluster_1/pattern_13

Significance: 0.0156207

Pattern: motif1.motif

Significance: 0.0154675

T_SPLND_blstCLTRD;CD4+;D;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.00733922

Pattern: motif14.motif

Significance: 0.0408901

WHL_BRN;8wks;D;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.00470247

Pattern: motif3.motif

Significance: 0.0391996

NIH3T3_FBROBLST;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.0571799

/

Pattern: metacluster_1/pattern_7

Significance: 0.00992739

Pattern: motif2.motif

Significance: 0.020615599999999998

/

Pattern: motif13.motif

Significance: 0.026069799999999997

FBRBLST;8wks;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.00551862

Pattern: motif1.motif

Significance: 0.0228834

3T3-L1;FBRBLST;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.0433517

/

Pattern: metacluster_1/pattern_8

Significance: 0.0108218

Pattern: motif2.motif

Significance: 0.0304411

/

Pattern: motif9.motif

Significance: 0.025546

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

Pattern: metacluster_1/pattern_13

Significance: 0.00324819

Pattern: motif17.motif

Significance: 0.00683728

LNG;8wks;D;En

Pattern: metacluster_0/pattern_6

Significance: 0.00352344

/

Pattern: metacluster_0/pattern_10

Significance: 0.0468024

Pattern: motif14.motif

Significance: 0.0449001

LNG;P0;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.00559504

Pattern: motif11.motif

Significance: 0.0406525

Adipocyte_3T3-L1D;C57BL6;D8;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.00410183

Pattern: motif15.motif

Significance: 0.033918199999999996

Adipose;D;En

Pattern: metacluster_0/pattern_8

Significance: 0.0380615

Pattern: motif14.motif

Significance: 0.025442199999999998

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

Pattern: metacluster_1/pattern_9

Significance: 0.00365281

Pattern: motif16.motif

Significance: 0.0052918

416B_MP;CD34+;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.00994697

Pattern: motif4.motif

Significance: 0.00742266

Md_BRN;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.011377

Pattern: motif16.motif

Significance: 0.0230211

WHL_BRN;8wks;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.0582075

/

Pattern: metacluster_1/pattern_10

Significance: 0.00223335

Pattern: motif4.motif

Significance: 0.0458125

wES;FaceP;E14.5;D;En

Pattern: metacluster_0/pattern_9

Significance: 0.0175292

Pattern: motif18.motif

Significance: 0.05558330000000001

STMCH;P0;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.012039200000000002

Pattern: motif6.motif

Significance: 0.032393200000000004

/

Pattern: motif10.motif

Significance: 0.0208398

SKLTL_Muscle;8wks;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.00936447

/

Pattern: metacluster_1/pattern_9

Significance: 0.0153499

Pattern: motif5.motif

Significance: 0.00840745

3134_mammaryADNCRCNM;D;En

Pattern: metacluster_0/pattern_2

Significance: 0.0536581

/

Pattern: metacluster_0/pattern_9

Significance: 0.0145917

/

Pattern: metacluster_0/pattern_10

Significance: 0.023020500000000003

Pattern: motif1.motif

Significance: 0.020680599999999997

/

Pattern: motif12.motif

Significance: 0.041298699999999994

416B;HMTP_SPNSN;CD34+;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.027291500000000003

Pattern: motif3.motif

Significance: 0.00229135

/

Pattern: motif16.motif

Significance: 0.0554735

AML;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.011513899999999999

/

Pattern: metacluster_1/pattern_11

Significance: 0.00808364

Pattern: motif13.motif

Significance: 0.0498574

CH12.LX;D;En

Pattern: metacluster_1/pattern_6

Significance: 0.0118872

/

Pattern: metacluster_1/pattern_10

Significance: 0.0137786

Pattern: motif11.motif

Significance: 0.0598368

/

Pattern: motif12.motif

Significance: 0.0368099

MEF.GATA-1-ER;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.00491845

Pattern: motif23.motif

Significance: 0.000510625

MEL;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.00248318

Pattern: motif14.motif

Significance: 0.05061740000000001

NIH3T3;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.0364535

/

Pattern: metacluster_1/pattern_6

Significance: 0.0370228

Pattern: motif2.motif

Significance: 0.043372900000000006

MTR_NRN_MN1;methyl3;D;En

Pattern: metacluster_0/pattern_7

Significance: 0.0415924

/

Pattern: metacluster_0/pattern_16

Significance: 0.032327499999999995

Pattern: motif2.motif

Significance: 0.040684899999999996

/

Pattern: motif7.motif

Significance: 0.0494914

MN1;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.0173498

/

Pattern: metacluster_1/pattern_7

Significance: 0.0335596

Pattern: motif3.motif

Significance: 0.024687999999999998

/

Pattern: motif8.motif

Significance: 0.0145342

3T3-L1;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.0384251

/

Pattern: metacluster_1/pattern_7

Significance: 0.013540200000000002

Pattern: motif1.motif

Significance: 0.029301799999999996

/

Pattern: motif9.motif

Significance: 0.012026

Unique Cell types only TF-MoDISco finds Mafb: #109

Cell typeModiscoHomer
NK_SPLND;A;CL

Pattern: metacluster_0/pattern_7

Significance: 0.010551999999999999

Absent
proB;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.00781145

Absent
matureB;A;CL

Pattern: metacluster_0/pattern_8

Significance: 0.027927800000000003

/

Pattern: metacluster_0/pattern_21

Significance: 0.0291459

Absent
plasmaB;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.0235998

/

Pattern: metacluster_1/pattern_15

Significance: 0.009356100000000001

Absent
aB_LPS;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.0114259

Absent
aB_LSP+a_d_dextran;A;CL

Pattern: metacluster_0/pattern_6

Significance: 0.00353928

/

Pattern: metacluster_0/pattern_11

Significance: 0.053940300000000004

Absent
Mast;A;CL

Pattern: metacluster_0/pattern_6

Significance: 0.0180949

/

Pattern: metacluster_0/pattern_8

Significance: 0.00688919

Absent
ESNPHL_SPLND_BlbCA;CL

Pattern: metacluster_0/pattern_9

Significance: 0.0188223

Absent
Tfh_LCMV;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.0224118

Absent
aNonTfh_mut;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.00234527

/

Pattern: metacluster_1/pattern_13

Significance: 0.0294515

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

Pattern: metacluster_1/pattern_19

Significance: 0.000981513

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

Pattern: metacluster_1/pattern_7

Significance: 0.010406700000000001

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

Pattern: metacluster_1/pattern_7

Significance: 0.03445619999999999

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

Pattern: metacluster_1/pattern_11

Significance: 0.05919

Absent
DP;A;CL

Pattern: metacluster_1/pattern_20

Significance: 0.0007991989999999999

Absent
DP3a;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.000971199

Absent
DP3b;A;CL

Pattern: metacluster_1/pattern_13

Significance: 0.00641657

Absent
ES;E14;A;CL

Pattern: metacluster_1/pattern_19

Significance: 0.000386556

Absent
SML_INTSTN;A;CL

Pattern: metacluster_0/pattern_7

Significance: 0.035818300000000004

Absent
LRG_INTSTN;A;CL

Pattern: metacluster_0/pattern_8

Significance: 0.0109844

/

Pattern: metacluster_0/pattern_23

Significance: 0.043642400000000005

Absent
LNG;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00704583

/

Pattern: metacluster_1/pattern_13

Significance: 0.0549974

Absent
Mammary;A;CL

Pattern: metacluster_0/pattern_6

Significance: 0.03648730000000001

Absent
testis;A;CL

Pattern: metacluster_0/pattern_3

Significance: 0.0410351

Absent
NRV;Eye-OPTC;A;CL

Pattern: metacluster_0/pattern_7

Significance: 0.00486737

/

Pattern: metacluster_0/pattern_14

Significance: 0.0084325

Absent
BRN;PTMN;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.00483039

Absent
BRN;MDL_OBLNGT;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.00431876

/

Pattern: metacluster_1/pattern_13

Significance: 0.013622899999999999

Absent
BRN;CRBLM;A;CL

Pattern: metacluster_0/pattern_6

Significance: 0.00928499

/

Pattern: metacluster_0/pattern_14

Significance: 0.010734899999999999

Absent
LNG_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.00693795

/

Pattern: metacluster_1/pattern_12

Significance: 0.00247074

Absent
SHRT_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.00210276

Absent
gamma_delta_TCR_MCR;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.0138101

/

Pattern: metacluster_1/pattern_7

Significance: 0.055788599999999994

Absent
NK;IL2+IL12+;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.016632400000000002

Absent
ILC2precrsr;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.0459559

/

Pattern: metacluster_1/pattern_18

Significance: 0.051607400000000005

Absent
ILC1;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.0319702

Absent
ILC2;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.0112658

Absent
aB_LPS+IL4_24h;A;CL

Pattern: metacluster_0/pattern_6

Significance: 0.011472

/

Pattern: metacluster_0/pattern_12

Significance: 0.0360266

Absent
CH12_QNTPLE;A;CL

Pattern: metacluster_1/pattern_16

Significance: 0.00117027

Absent
wCH12;A;CL

Pattern: metacluster_1/pattern_15

Significance: 0.0309538

Absent
CH12;med14;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.0318571

Absent
CLP;A;CL

Pattern: metacluster_1/pattern_18

Significance: 0.00644033

Absent
mem_precrsrT_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0355707

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

Pattern: metacluster_1/pattern_8

Significance: 0.0131392

Absent
ES;J1;A;CL

Pattern: metacluster_1/pattern_17

Significance: 0.0086351

Absent
ES;E14;A;GEO

Pattern: metacluster_0/pattern_12

Significance: 0.0283851

Absent
ES;F1216;A;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.035289999999999995

/

Pattern: metacluster_0/pattern_11

Significance: 0.018416099999999998

Absent
ES;129SV_Jae_C57BL6J;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.00462386

Absent
CRBL_GRNL_Precrsr;A;GEO

Pattern: metacluster_0/pattern_9

Significance: 0.05634730000000001

Absent
ILC1_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.0143905

/

Pattern: metacluster_1/pattern_9

Significance: 0.0526803

Absent
ILC2_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.0297882

Absent
T_LCMV;CD8+;D8;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.05379880000000001

Absent
T_LCMV;CD8+;D33;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.0172083

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

Pattern: metacluster_1/pattern_10

Significance: 0.0194915

Absent
iNKT;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.032278100000000004

/

Pattern: metacluster_1/pattern_14

Significance: 0.025635700000000004

Absent
prePLSM_B;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.0347471

Absent
B;B220_CD43;A;GEO

Pattern: metacluster_1/pattern_23

Significance: 0.023542700000000003

Absent
ENDRM_ESD;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.05413250000000001

/

Pattern: metacluster_1/pattern_14

Significance: 0.00482453

Absent
GCN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.00254576

/

Pattern: metacluster_1/pattern_9

Significance: 0.058032400000000005

Absent
BL_CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.00143506

/

Pattern: metacluster_1/pattern_16

Significance: 0.0412921

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

Pattern: metacluster_0/pattern_15

Significance: 0.0533755

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

Pattern: metacluster_0/pattern_18

Significance: 0.0136314

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

Pattern: metacluster_0/pattern_21

Significance: 0.0030072

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

Pattern: metacluster_0/pattern_13

Significance: 0.0569582

/

Pattern: metacluster_0/pattern_16

Significance: 0.00712462

/

Pattern: metacluster_0/pattern_23

Significance: 0.0123251

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

Pattern: metacluster_0/pattern_9

Significance: 0.00384068

Absent
NPC;F129;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.00450582

/

Pattern: metacluster_1/pattern_17

Significance: 0.0502024

Absent
NPC;mE6;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.036770300000000006

Absent
iVIP_NRN;A;GEO

Pattern: metacluster_1/pattern_15

Significance: 0.00155629

Absent
G_NRN_P;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.01157

Absent
Corticotrope;A;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.0172202

Absent
Melanotrope;A;GEO

Pattern: metacluster_0/pattern_7

Significance: 0.005737699999999999

Absent
ES;ZhBTc4;untreated;A;GEO

Pattern: metacluster_1/pattern_15

Significance: 0.00253978

Absent
npES;ZHBTC4;doxyc;treat;A;GEO

Pattern: metacluster_0/pattern_7

Significance: 0.00823806

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

Pattern: metacluster_0/pattern_12

Significance: 0.000515751

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

Pattern: metacluster_0/pattern_14

Significance: 0.00272125

Absent
pMeg;A;En

Pattern: metacluster_1/pattern_9

Significance: 0.00244593

Absent
pGMP;A;En

Pattern: metacluster_1/pattern_11

Significance: 0.0020012999999999997

Absent
ES;ZhBTc4;2;D;GEO

Pattern: metacluster_1/pattern_17

Significance: 0.00156418

Absent
ES;D0;D;GEO

Pattern: metacluster_0/pattern_19

Significance: 0.0006037880000000001

Absent
LVR;8wks;D;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.0069156999999999995

/

Pattern: metacluster_1/pattern_18

Significance: 7.04419e-05

Absent
LNG;8wks;D;GEO

Pattern: metacluster_0/pattern_6

Significance: 0.010149

Absent
naiveT_SPLND;CD4+;D;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.00914631

Absent
apCD4Eff;D;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.0225033

/

Pattern: metacluster_1/pattern_13

Significance: 0.0593726

Absent
ES;129S1_SVImJ_CJ7;D;En

Pattern: metacluster_1/pattern_15

Significance: 0.00147196

Absent
ES;E14;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.00111357

Absent
ES;C57BL_6J;R1;D;En

Pattern: metacluster_1/pattern_17

Significance: 0.0021582

Absent
KDNY;P0;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.00656004

/

Pattern: metacluster_1/pattern_11

Significance: 0.055209900000000006

Absent
KDNY;8wks;D;En

Pattern: metacluster_1/pattern_9

Significance: 0.00322092

/

Pattern: metacluster_1/pattern_10

Significance: 1.0891800000000001e-05

Absent
LVR;8wks;D;En

Pattern: metacluster_0/pattern_11

Significance: 0.0100903

/

Pattern: metacluster_0/pattern_18

Significance: 0.0249957

Absent
LVR;P0;D;En

Pattern: metacluster_1/pattern_16

Significance: 0.00700325

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

Pattern: metacluster_1/pattern_9

Significance: 0.0230246

/

Pattern: metacluster_1/pattern_16

Significance: 0.010805799999999999

Absent
Heart;8wks;D;En

Pattern: metacluster_0/pattern_12

Significance: 0.0321666

Absent
Heart;P0;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.014224500000000001

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

Pattern: metacluster_0/pattern_18

Significance: 0.00350087

Absent
CRBLM;D;En

Pattern: metacluster_1/pattern_6

Significance: 0.0130054

/

Pattern: metacluster_1/pattern_16

Significance: 0.0237388

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

Pattern: metacluster_1/pattern_9

Significance: 0.014197299999999998

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

Pattern: metacluster_0/pattern_17

Significance: 0.0335789

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

Pattern: metacluster_0/pattern_13

Significance: 0.022871000000000002

Absent
Fr_BRN;P0;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.0381608

/

Pattern: metacluster_1/pattern_18

Significance: 0.00642937

Absent
Hnd_BRN;P0;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.00447295

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

Pattern: metacluster_0/pattern_15

Significance: 0.030565699999999998

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

Pattern: metacluster_0/pattern_20

Significance: 0.00118654

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

Pattern: metacluster_0/pattern_17

Significance: 0.00296862

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

Pattern: metacluster_0/pattern_14

Significance: 0.025156400000000002

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

Pattern: metacluster_1/pattern_10

Significance: 0.036636199999999994

Absent
wES;Telenchephalon;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.001761

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

Pattern: metacluster_1/pattern_8

Significance: 0.045897

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

Pattern: metacluster_0/pattern_16

Significance: 0.017428799999999998

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

Pattern: metacluster_1/pattern_11

Significance: 0.00436712

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

Pattern: metacluster_1/pattern_14

Significance: 0.0407385

Absent
LRG_INTSTN;8wks;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.00736436

Absent
MEL_Znc_di-cl;24h;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.00154439

Absent
Unique Cell types only Homer finds Mafb: #10

Cell typeModiscoHomer
T_MLD;TCR_SV40-I_CD8+;D35;A;GEOAbsent

Pattern: motif11.motif

Significance: 0.00967677

wES;posterior;1;E9.5;A;GEOAbsent

Pattern: motif14.motif

Significance: 0.0427431

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

Pattern: motif15.motif

Significance: 0.0548448

BCK_SKN;A;GEOAbsent

Pattern: motif4.motif

Significance: 0.0439384

DC_LPS;6h;A;GEOAbsent

Pattern: motif3.motif

Significance: 0.051903

/

Pattern: motif5.motif

Significance: 0.00257822

immatureB_SPLND;CD43-_CD11b-;D;GEOAbsent

Pattern: motif15.motif

Significance: 0.045450800000000006

416B_MP;CD34+;D;GEOAbsent

Pattern: motif3.motif

Significance: 0.0162602

Muller;P12;D;EnAbsent

Pattern: motif1.motif

Significance: 0.0174315

/

Pattern: motif9.motif

Significance: 0.023713400000000003

Adipose;A;CLAbsent

Pattern: motif7.motif

Significance: 0.034128399999999996

wCH12_drug;A;CLAbsent

Pattern: motif19.motif

Significance: 0.0130711