In [1]:
# Parameters
data_name = "Crem"
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 11:00:39,185 [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)
Crem: Motif: M01821_2.00



Forward PWM

Reverse PWM

Shared Cell types both TF-MoDISco and Homer finds Crem: #174

Cell typeModiscoHomer
MPP;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.031333799999999995

Pattern: motif7.motif

Significance: 0.00314154

naiveCD8;A;CL

Pattern: metacluster_0/pattern_6

Significance: 0.00195196

Pattern: motif8.motif

Significance: 0.0497916

NK_SPLND;A;CL

Pattern: metacluster_0/pattern_7

Significance: 0.00136272

Pattern: motif6.motif

Significance: 0.0209285

preB;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.0295505

Pattern: motif6.motif

Significance: 0.0218088

B1_B;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.0172894

Pattern: motif10.motif

Significance: 0.0177541

aB_LPS+IL21;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.00590833

Pattern: motif7.motif

Significance: 0.0534716

/

Pattern: motif15.motif

Significance: 0.044849599999999996

BSPHL;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.00165883

Pattern: motif6.motif

Significance: 0.0254952

/

Pattern: motif13.motif

Significance: 0.00207147

NTRPHL;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.00173588

Pattern: motif3.motif

Significance: 0.025343900000000003

/

Pattern: motif6.motif

Significance: 0.050051599999999995

Tfh;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.00139815

Pattern: motif6.motif

Significance: 0.014537600000000001

aNonTfh;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.013834299999999999

Pattern: motif17.motif

Significance: 0.039651900000000004

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

Pattern: metacluster_1/pattern_5

Significance: 0.0010003

Pattern: motif9.motif

Significance: 0.00510684

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

Pattern: metacluster_1/pattern_5

Significance: 0.00386066

Pattern: motif9.motif

Significance: 0.043714800000000005

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

Pattern: metacluster_1/pattern_7

Significance: 0.00364815

Pattern: motif16.motif

Significance: 0.00194719

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

Pattern: metacluster_1/pattern_6

Significance: 0.013132399999999999

Pattern: motif16.motif

Significance: 0.0382853

MCRPHG;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.0130111

Pattern: motif6.motif

Significance: 0.0352913

DP3a;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.012794499999999999

Pattern: motif21.motif

Significance: 0.0442746

ISP;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.0151549

Pattern: motif9.motif

Significance: 0.0201468

/

Pattern: motif22.motif

Significance: 0.036908300000000005

ES;E14;A;CL

Pattern: metacluster_1/pattern_15

Significance: 0.0303454

Pattern: motif12.motif

Significance: 0.0237007

ES;MEF;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.00297084

Pattern: motif9.motif

Significance: 0.00417146

Muscle;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.014025399999999999

Pattern: motif9.motif

Significance: 0.027172900000000003

Heart;D;En

Pattern: metacluster_0/pattern_6

Significance: 0.00238295

Pattern: motif7.motif

Significance: 0.00363434

Adipose;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.0115072

Pattern: motif7.motif

Significance: 0.0500507

Mammary;A;CL

Pattern: metacluster_0/pattern_6

Significance: 0.0114624

Pattern: motif6.motif

Significance: 0.025821299999999995

Adrenal;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.00246825

Pattern: motif6.motif

Significance: 0.0142385

/

Pattern: motif7.motif

Significance: 0.011461200000000001

testis;A;CL

Pattern: metacluster_0/pattern_3

Significance: 0.015377100000000001

/

Pattern: metacluster_0/pattern_15

Significance: 0.0510491

Pattern: motif5.motif

Significance: 0.021784599999999998

placenta;A;CL

Pattern: metacluster_0/pattern_10

Significance: 0.0008510560000000001

Pattern: motif7.motif

Significance: 0.0226523

/

Pattern: motif17.motif

Significance: 0.025593900000000003

SPNL_CHRD;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.00586942

Pattern: motif7.motif

Significance: 0.026458

NRV;Eye-OPTC;A;CL

Pattern: metacluster_0/pattern_7

Significance: 0.00201959

Pattern: motif8.motif

Significance: 0.0188601

BRN;OLFTRY_BLB;A;CL

Pattern: metacluster_0/pattern_9

Significance: 0.00148624

Pattern: motif10.motif

Significance: 0.0112457

BRN;FRNTL_CRTX;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.00978863

Pattern: motif13.motif

Significance: 0.0161179

BRN;MDL_OBLNGT;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.00431876

Pattern: motif8.motif

Significance: 0.021185

BRN;SNSR_MTR_CRTX;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.000958338

Pattern: motif14.motif

Significance: 0.014315999999999999

BRN;CRBLM;A;CL

Pattern: metacluster_0/pattern_6

Significance: 0.00294705

Pattern: motif8.motif

Significance: 0.0186597

restingB;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.035407

Pattern: motif15.motif

Significance: 0.0391629

gamma_delta_TCR;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.00274331

Pattern: motif7.motif

Significance: 0.0107807

/

Pattern: motif15.motif

Significance: 0.040688699999999994

gamma_delta_TCR_MCR;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.00156291

Pattern: motif4.motif

Significance: 0.0352301

NK;IL2+IL12+;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.001297

Pattern: motif9.motif

Significance: 0.0191132

NCR+ILC3+IL23;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.00301641

Pattern: motif7.motif

Significance: 0.037389099999999995

/

Pattern: motif18.motif

Significance: 0.0396662

ILC2;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.0021275

Pattern: motif11.motif

Significance: 0.0260192

Th2_nippo;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.0104571

Pattern: motif18.motif

Significance: 0.03500109999999999

aB_LPS+IL4+Oligomycin_24h;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.00329939

Pattern: motif22.motif

Significance: 0.0434969

wCH12;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.00865388

Pattern: motif10.motif

Significance: 0.00993235

wCH12_drug;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.010593700000000001

Pattern: motif8.motif

Significance: 0.022859900000000002

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

Pattern: metacluster_1/pattern_8

Significance: 0.00187995

Pattern: motif13.motif

Significance: 0.023627000000000002

NTRPHL;A;GEO

Pattern: metacluster_0/pattern_7

Significance: 0.00196148

Pattern: motif4.motif

Significance: 0.0185

/

Pattern: motif5.motif

Significance: 0.00459343

ES;E14;A;GEO

Pattern: metacluster_0/pattern_20

Significance: 0.0155745

Pattern: motif20.motif

Significance: 0.0589244

ES;F1216;A;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.00751819

Pattern: motif12.motif

Significance: 0.0327346

ES;129SV_Jae_C57BL6J;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.018585900000000002

Pattern: motif13.motif

Significance: 0.0214405

ES;v6.5;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.0037485999999999995

Pattern: motif19.motif

Significance: 0.0403594

Mammary_GLND;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.0539097

/

Pattern: metacluster_1/pattern_13

Significance: 0.00416499

Pattern: motif12.motif

Significance: 0.0160631

CRBL_GRNL_Precrsr;A;GEO

Pattern: metacluster_0/pattern_9

Significance: 0.00303009

Pattern: motif14.motif

Significance: 0.020071799999999997

ILC2+IL33+IL25;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.00110821

Pattern: motif7.motif

Significance: 0.0335228

ILC1;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.00112104

Pattern: motif9.motif

Significance: 0.044031400000000005

ILC3;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.00207839

Pattern: motif18.motif

Significance: 0.038867900000000004

ILC1_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.00225212

Pattern: motif17.motif

Significance: 0.0450367

naiveT;CD8+;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0267659

Pattern: motif15.motif

Significance: 0.0203021

/

Pattern: motif22.motif

Significance: 0.0363901

T_LCMV;CD8+;D8;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.00776422

Pattern: motif11.motif

Significance: 0.00682793

T_LCMV;CD8+;D35;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.000979883

Pattern: motif11.motif

Significance: 0.00021162

TExh_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.00999775

Pattern: motif10.motif

Significance: 0.0462782

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

Pattern: metacluster_1/pattern_11

Significance: 0.012819299999999999

Pattern: motif13.motif

Significance: 0.026277699999999998

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

Pattern: metacluster_1/pattern_9

Significance: 0.00135992

Pattern: motif6.motif

Significance: 0.0130869

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

Pattern: metacluster_1/pattern_8

Significance: 0.016727900000000004

Pattern: motif11.motif

Significance: 0.0583886

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

Pattern: metacluster_0/pattern_8

Significance: 0.00150222

Pattern: motif10.motif

Significance: 0.0263376

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

Pattern: metacluster_1/pattern_5

Significance: 0.00487653

Pattern: motif7.motif

Significance: 0.0221156

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

Pattern: metacluster_0/pattern_6

Significance: 0.00131334

Pattern: motif7.motif

Significance: 0.0194878

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

Pattern: metacluster_1/pattern_7

Significance: 0.00108611

Pattern: motif7.motif

Significance: 0.00219119

aB;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.00395538

Pattern: motif19.motif

Significance: 0.0338699

prePLSM_B;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.0135731

Pattern: motif9.motif

Significance: 0.019726900000000002

B;B220_CD43;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.020360800000000002

Pattern: motif13.motif

Significance: 0.0218153

MCRPHG_BMD.UnStmltd;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.00111093

Pattern: motif7.motif

Significance: 0.0297485

/

Pattern: motif11.motif

Significance: 0.017765400000000004

MCRPHG_BMD.LPD_Stmltd;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.00255124

Pattern: motif6.motif

Significance: 0.00425849

Erythroid;Ter119+;A;GEO

Pattern: metacluster_0/pattern_9

Significance: 0.00705529

Pattern: motif7.motif

Significance: 0.050531900000000005

DC_LPS;6h;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.00421462

Pattern: motif5.motif

Significance: 0.026154400000000005

DC_LPS;2h;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.000996067

Pattern: motif6.motif

Significance: 0.00980228

DC_pBMD;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.00417823

Pattern: motif6.motif

Significance: 0.0130047

ENDRM_ESD;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.015731799999999997

Pattern: motif13.motif

Significance: 0.020104900000000002

/

Pattern: motif19.motif

Significance: 0.0317313

ROD_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.00910015

Pattern: motif9.motif

Significance: 0.0299343

GCN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.00315786

Pattern: motif10.motif

Significance: 0.00123084

BL_CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.00230462

Pattern: motif10.motif

Significance: 0.0232889

CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.00727331

Pattern: motif11.motif

Significance: 0.010998

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

Pattern: metacluster_0/pattern_20

Significance: 0.0170077

Pattern: motif14.motif

Significance: 0.0342702

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

Pattern: metacluster_0/pattern_24

Significance: 0.0209908

Pattern: motif20.motif

Significance: 0.0146262

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

Pattern: metacluster_0/pattern_21

Significance: 0.00666175

Pattern: motif22.motif

Significance: 0.0272165

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

Pattern: metacluster_1/pattern_12

Significance: 0.0267108

Pattern: motif11.motif

Significance: 0.022172900000000002

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

Pattern: metacluster_0/pattern_16

Significance: 0.00838952

Pattern: motif15.motif

Significance: 0.0228241

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

Pattern: metacluster_0/pattern_15

Significance: 0.0194537

Pattern: motif11.motif

Significance: 0.0240838

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

Pattern: metacluster_0/pattern_18

Significance: 0.00763583

Pattern: motif13.motif

Significance: 0.015584799999999998

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

Pattern: metacluster_1/pattern_13

Significance: 0.0572559

/

Pattern: metacluster_1/pattern_18

Significance: 0.048372000000000005

Pattern: motif14.motif

Significance: 0.0502672

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

Pattern: metacluster_0/pattern_18

Significance: 0.00496499

Pattern: motif19.motif

Significance: 0.016243

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

Pattern: metacluster_0/pattern_16

Significance: 0.00882846

Pattern: motif15.motif

Significance: 0.015822700000000002

SKN_EPTHL;A;GEO

Pattern: metacluster_0/pattern_5

Significance: 0.00151183

Pattern: motif19.motif

Significance: 0.00476733

wES.CRNL_NRL_CRST;E10.5;A;GEO

Pattern: metacluster_0/pattern_9

Significance: 0.00584337

Pattern: motif9.motif

Significance: 0.0220723

NPC;F129;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.00367041

Pattern: motif15.motif

Significance: 0.023744400000000002

NPC;G4;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.0082148

Pattern: motif13.motif

Significance: 0.000762625

NPC;Ch13;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.00535173

Pattern: motif12.motif

Significance: 0.0208011

/

Pattern: motif25.motif

Significance: 0.0341718

NPC;mE6;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.00474086

Pattern: motif10.motif

Significance: 0.0508801

ePyramidal_NRN;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.00601048

Pattern: motif17.motif

Significance: 0.0241284

iVIP_NRN;A;GEO

Pattern: metacluster_1/pattern_15

Significance: 0.00179136

/

Pattern: metacluster_1/pattern_17

Significance: 0.0434496

Pattern: motif19.motif

Significance: 0.0225257

eCortical_NRN;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.00549753

Pattern: motif17.motif

Significance: 0.00403742

G_NRN_P;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0044408

Pattern: motif11.motif

Significance: 0.020281099999999996

wES;GRM;E16.5;A;GEO

Pattern: metacluster_0/pattern_13

Significance: 0.0253036

Pattern: motif12.motif

Significance: 0.0191254

ThMS_MEC;Aire++;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.00334572

Pattern: motif9.motif

Significance: 0.011358

npES;ZHBTC4;doxyc;treat;A;GEO

Pattern: metacluster_0/pattern_19

Significance: 0.00350213

Pattern: motif17.motif

Significance: 0.00224807

npES;ZHBTC4;Brg1fl_fl;untreat;A;GEO

Pattern: metacluster_1/pattern_18

Significance: 0.00273837

Pattern: motif29.motif

Significance: 0.045801800000000004

ES;JM8.N4;Mitosis;A;GEO

Pattern: metacluster_0/pattern_10

Significance: 0.0200142

Pattern: motif8.motif

Significance: 0.0195218

Mammary_BptfKO;A;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.0020401

/

Pattern: metacluster_0/pattern_11

Significance: 0.0283493

Pattern: motif10.motif

Significance: 0.0028914

pMeg;A;En

Pattern: metacluster_1/pattern_8

Significance: 0.0159849

Pattern: motif3.motif

Significance: 0.056043100000000005

/

Pattern: motif8.motif

Significance: 0.0130321

MegEP;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.0113064

Pattern: motif11.motif

Significance: 0.0550206

pErythroblast;A;En

Pattern: metacluster_1/pattern_8

Significance: 0.00615179

Pattern: motif17.motif

Significance: 0.0397072

MegP;A;En

Pattern: metacluster_1/pattern_16

Significance: 0.010186

Pattern: motif4.motif

Significance: 0.00146442

/

Pattern: motif12.motif

Significance: 0.00660715

pCMP;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.0139287

/

Pattern: metacluster_1/pattern_16

Significance: 0.054515999999999995

Pattern: motif11.motif

Significance: 0.030139999999999997

DC_LPS;4h;A;En

Pattern: metacluster_1/pattern_8

Significance: 0.00161502

Pattern: motif6.motif

Significance: 0.00173829

DC;A;En

Pattern: metacluster_1/pattern_7

Significance: 0.00175272

Pattern: motif5.motif

Significance: 0.0004970630000000001

ES;ZhBTc4;1;D;GEO

Pattern: metacluster_1/pattern_20

Significance: 0.00716105

Pattern: motif16.motif

Significance: 0.00243277

ES;ZhBTc4;2;D;GEO

Pattern: metacluster_1/pattern_19

Significance: 0.012764600000000001

Pattern: motif13.motif

Significance: 0.013740299999999999

ES;D0;D;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.0234803

Pattern: motif9.motif

Significance: 0.010065600000000001

NIH3T3_FBROBLST;D;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.00274275

Pattern: motif10.motif

Significance: 0.0005806359999999999

LVR;8wks;D;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.0022273

Pattern: motif3.motif

Significance: 0.00230353

/

Pattern: motif14.motif

Significance: 0.00604592

LNG;8wks;D;GEO

Pattern: metacluster_0/pattern_6

Significance: 0.00214007

Pattern: motif3.motif

Significance: 0.0285644

3134_mammaryADNCRCNM;D;GE

Pattern: metacluster_1/pattern_13

Significance: 0.00924621

Pattern: motif7.motif

Significance: 0.021935299999999998

immatureB_SPLND;CD43-_CD11b-;D;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.0486329

Pattern: motif15.motif

Significance: 0.0380614

416B_MP;CD34+;D;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.0227644

Pattern: motif6.motif

Significance: 0.00746599

/

Pattern: motif13.motif

Significance: 0.0257024

WHL_BRN;8wks;D;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.000573956

Pattern: motif18.motif

Significance: 0.00188073

wES;WHL_BRN;E14.5;D;GEO

Pattern: metacluster_0/pattern_13

Significance: 0.0418266

Pattern: motif21.motif

Significance: 0.022772999999999998

ES;E14;D;En

Pattern: metacluster_1/pattern_20

Significance: 0.0133

Pattern: motif19.motif

Significance: 0.010841799999999999

ES;C57BL_6J;R1;D;En

Pattern: metacluster_1/pattern_18

Significance: 0.00632069

Pattern: motif17.motif

Significance: 0.00385326

NIH3T3_FBROBLST;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.00185857

Pattern: motif4.motif

Significance: 0.010943099999999999

/

Pattern: motif13.motif

Significance: 0.00105313

FBRBLST;8wks;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.00274386

Pattern: motif11.motif

Significance: 0.0369195

3T3-L1;FBRBLST;D;En

Pattern: metacluster_1/pattern_8

Significance: 0.00266553

Pattern: motif9.motif

Significance: 0.05237080000000001

KDNY;P0;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.00138577

Pattern: motif16.motif

Significance: 0.0177399

KDNY;8wks;D;En

Pattern: metacluster_1/pattern_9

Significance: 0.00182189

Pattern: motif10.motif

Significance: 0.013956999999999999

LVR;8wks;D;En

Pattern: metacluster_0/pattern_11

Significance: 0.00105187

Pattern: motif3.motif

Significance: 0.00385498

/

Pattern: motif12.motif

Significance: 0.00367697

LVR;P0;D;En

Pattern: metacluster_1/pattern_8

Significance: 0.00254038

Pattern: motif7.motif

Significance: 0.059677999999999995

LNG;8wks;D;En

Pattern: metacluster_0/pattern_6

Significance: 0.00118914

Pattern: motif2.motif

Significance: 0.0121193

/

Pattern: motif8.motif

Significance: 0.052571400000000004

LNG;P0;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.000724557

Pattern: motif4.motif

Significance: 0.0115166

/

Pattern: motif8.motif

Significance: 0.0253508

wES;LNG;E14.5;D;En

Pattern: metacluster_1/pattern_9

Significance: 0.015233799999999999

Pattern: motif15.motif

Significance: 0.019055000000000002

Heart;8wks;D;En

Pattern: metacluster_0/pattern_7

Significance: 0.0227776

/

Pattern: metacluster_0/pattern_10

Significance: 0.0398625

Pattern: motif8.motif

Significance: 0.0313968

Heart;P0;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.0013163

Pattern: motif7.motif

Significance: 0.01924

Adipocyte_3T3-L1D;C57BL6;D8;D;En

Pattern: metacluster_1/pattern_6

Significance: 0.0198645

Pattern: motif13.motif

Significance: 0.0556444

Adipose;D;En

Pattern: metacluster_0/pattern_17

Significance: 0.0487782

Pattern: motif1.motif

Significance: 0.00761353

/

Pattern: motif15.motif

Significance: 0.017003

RTN;D1;D;En

Pattern: metacluster_0/pattern_11

Significance: 0.00656508

Pattern: motif13.motif

Significance: 0.000373455

wES;RTN;E11.5;D;En

Pattern: metacluster_0/pattern_18

Significance: 0.0172624

Pattern: motif12.motif

Significance: 0.022731900000000003

/

Pattern: motif19.motif

Significance: 0.0306145

CRBLM;D;En

Pattern: metacluster_1/pattern_6

Significance: 0.00141507

/

Pattern: metacluster_1/pattern_10

Significance: 0.046753199999999995

Pattern: motif10.motif

Significance: 0.027061500000000002

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

Pattern: metacluster_1/pattern_10

Significance: 0.0033488

Pattern: motif9.motif

Significance: 0.027537799999999998

416B_MP;CD34+;D;En

Pattern: metacluster_1/pattern_15

Significance: 0.026176099999999997

Pattern: motif6.motif

Significance: 0.053465099999999995

/

Pattern: motif11.motif

Significance: 0.00679709

wES;MSDRM;E11.5;D;En

Pattern: metacluster_0/pattern_17

Significance: 0.0023293000000000003

Pattern: motif14.motif

Significance: 0.0255949

Muller;P12;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.00546859

Pattern: motif9.motif

Significance: 0.00130742

/

Pattern: motif15.motif

Significance: 0.0353972

/

Pattern: motif18.motif

Significance: 0.059613099999999995

wES.Fr_BRN;E14.4;D;En

Pattern: metacluster_0/pattern_13

Significance: 0.00196039

Pattern: motif23.motif

Significance: 0.0179104

Fr_BRN;P0;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.00556283

Pattern: motif17.motif

Significance: 0.0196335

wES;Hnd_BRN;E11.5;D;En

Pattern: metacluster_0/pattern_15

Significance: 0.00184757

Pattern: motif19.motif

Significance: 0.021253599999999997

wES;Hnd_BRN;E14.5;D;En

Pattern: metacluster_0/pattern_20

Significance: 0.00361491

Pattern: motif19.motif

Significance: 0.015111000000000001

wES;Md_BRN;E11.5;D;En

Pattern: metacluster_0/pattern_14

Significance: 0.00274803

Pattern: motif17.motif

Significance: 0.0213144

/

Pattern: motif22.motif

Significance: 0.0258971

Md_BRN;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.00160744

Pattern: motif16.motif

Significance: 0.0471666

wES;WHL_BRN;E14.5;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.0019191

Pattern: motif23.motif

Significance: 0.00180329

WHL_BRN;8wks;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.000387755

Pattern: motif18.motif

Significance: 0.011757700000000001

wES;limb;E14.5;D;En

Pattern: metacluster_1/pattern_8

Significance: 0.00230771

Pattern: motif24.motif

Significance: 0.032214799999999995

wES;limb;E11.5;D;En

Pattern: metacluster_0/pattern_18

Significance: 0.029266000000000004

Pattern: motif19.motif

Significance: 0.0314543

wES;Fr_lmb;E11.5;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.015457399999999998

Pattern: motif15.motif

Significance: 0.021918

/

Pattern: motif20.motif

Significance: 0.056023500000000004

wES;Hnd_lmb;E11.5;D;En

Pattern: metacluster_0/pattern_16

Significance: 0.00850288

Pattern: motif15.motif

Significance: 0.00693264

wES;FaceP;E14.5;D;En

Pattern: metacluster_0/pattern_9

Significance: 0.0018471

Pattern: motif18.motif

Significance: 0.0364827

/

Pattern: motif22.motif

Significance: 0.025927699999999998

wES;FaceP;E11.5;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.00186891

Pattern: motif13.motif

Significance: 0.0231737

wES;NRL_Tube;E11.5;D;En

Pattern: metacluster_1/pattern_14

Significance: 0.00268675

Pattern: motif16.motif

Significance: 0.00109746

LRG_INTSTN;8wks;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.00195017

Pattern: motif12.motif

Significance: 0.00501909

STMCH;P0;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.00142412

Pattern: motif10.motif

Significance: 0.0369285

SKLTL_Muscle;8wks;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.00107047

Pattern: motif5.motif

Significance: 0.00844018

Spleen;8wks;D;En

Pattern: metacluster_1/pattern_4

Significance: 0.0215828

Pattern: motif7.motif

Significance: 0.00931546

3134_mammaryADNCRCNM;D;En

Pattern: metacluster_0/pattern_9

Significance: 0.00495622

/

Pattern: metacluster_0/pattern_10

Significance: 0.00489

Pattern: motif12.motif

Significance: 0.0472096

416B;HMTP_SPNSN;CD34+;D;En

Pattern: metacluster_1/pattern_16

Significance: 0.00507006

Pattern: motif16.motif

Significance: 0.00857951

AML;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.00197218

Pattern: motif3.motif

Significance: 0.00191772

CH12.LX;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.00346772

Pattern: motif12.motif

Significance: 0.0453051

NIH3T3;D;En

Pattern: metacluster_1/pattern_6

Significance: 0.001977

Pattern: motif5.motif

Significance: 0.00425256

/

Pattern: motif10.motif

Significance: 0.021866299999999998

MTR_NRN_MN1;methyl3;D;En

Pattern: metacluster_0/pattern_7

Significance: 0.00386356

/

Pattern: metacluster_0/pattern_16

Significance: 0.039066199999999995

Pattern: motif7.motif

Significance: 0.00378715

/

Pattern: motif20.motif

Significance: 0.0296411

MN1;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.00473855

Pattern: motif8.motif

Significance: 0.027746299999999998

3T3-L1;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.00300169

/

Pattern: metacluster_1/pattern_9

Significance: 0.034557199999999996

Pattern: motif9.motif

Significance: 0.00318241

Unique Cell types only TF-MoDISco finds Crem: #92

Cell typeModiscoHomer
memT;CD4+;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.00101458

Absent
Th17;CD4+;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.000581943

Absent
proB;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.0267038

Absent
immatureB;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.0437664

Absent
matureB;A;CL

Pattern: metacluster_0/pattern_8

Significance: 0.00729863

/

Pattern: metacluster_0/pattern_15

Significance: 0.0464723

/

Pattern: metacluster_0/pattern_16

Significance: 0.0408507

Absent
GC_B;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.0339903

/

Pattern: metacluster_1/pattern_13

Significance: 0.05678380000000001

Absent
plasmaB;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.00267618

Absent
aB_LPS;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.00548929

Absent
aB_LPS+IL4;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.00779946

Absent
aB_LSP+a_d_dextran;A;CL

Pattern: metacluster_0/pattern_6

Significance: 0.00469949

Absent
aB_CD40+IL4;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.051651800000000005

Absent
Mast;A;CL

Pattern: metacluster_0/pattern_6

Significance: 0.00368629

Absent
ESNPHL_ex-vivo_BlbC;A;CL

Pattern: metacluster_0/pattern_7

Significance: 0.0104867

Absent
ESNPHL_SPLND_BlbCA;CL

Pattern: metacluster_0/pattern_5

Significance: 0.0455315

Absent
Tfh_LCMV;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.0090162

Absent
aNonTfh_mut;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.00234527

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

Pattern: metacluster_1/pattern_6

Significance: 0.0400875

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

Pattern: metacluster_1/pattern_10

Significance: 0.00991185

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

Pattern: metacluster_1/pattern_8

Significance: 0.0105272

/

Pattern: metacluster_1/pattern_9

Significance: 0.0493619

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

Pattern: metacluster_1/pattern_9

Significance: 0.0133321

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

Pattern: metacluster_1/pattern_11

Significance: 0.010834200000000002

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

Pattern: metacluster_1/pattern_12

Significance: 0.0106932

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

Pattern: metacluster_1/pattern_11

Significance: 0.012999

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

Pattern: metacluster_1/pattern_9

Significance: 0.0302137

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

Pattern: metacluster_1/pattern_12

Significance: 0.0139029

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

Pattern: metacluster_1/pattern_7

Significance: 0.00608269

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

Pattern: metacluster_1/pattern_9

Significance: 0.0134024

Absent
DC_BMD;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.00263673

Absent
Erythroblast;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.00259352

Absent
DP;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.0295168

Absent
DP3b;A;CL

Pattern: metacluster_1/pattern_13

Significance: 0.00771041

Absent
SML_INTSTN;A;CL

Pattern: metacluster_0/pattern_7

Significance: 0.00829967

Absent
LRG_INTSTN;A;CL

Pattern: metacluster_0/pattern_8

Significance: 0.00204969

Absent
LNG;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00503035

/

Pattern: metacluster_1/pattern_14

Significance: 0.0356435

Absent
STMCH;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.016016899999999997

Absent
PNCRS;A;CL

Pattern: metacluster_0/pattern_2

Significance: 0.053064099999999996

Absent
eye-NRL_RTN;A;CL

Pattern: metacluster_0/pattern_6

Significance: 0.0195271

Absent
BRN;PTMN;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.00112255

Absent
aB;CD180;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.017071

Absent
LNG_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.00254598

Absent
SHRT_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.0140929

Absent
gamma_delta_TCR_M-S-;A;CL

Pattern: metacluster_0/pattern_3

Significance: 0.0017234000000000001

/

Pattern: metacluster_0/pattern_17

Significance: 0.0549444

Absent
ILC2precrsr;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.0124279

Absent
NCR+ILC3;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.00321953

Absent
ILC2_Nippo;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.00124391

Absent
ILC1;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.00415744

Absent
aB_LPS+IL4_24h;A;CL

Pattern: metacluster_0/pattern_6

Significance: 0.012820400000000001

Absent
CH12_QNTPLE;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.012984899999999999

Absent
CH12;med14;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.0151733

Absent
CLP;A;CL

Pattern: metacluster_1/pattern_15

Significance: 0.01763

Absent
mem_precrsrT_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.00891325

Absent
ES;J1;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.00292865

Absent
RTN;A;GEO

Pattern: metacluster_0/pattern_11

Significance: 0.00548666

Absent
ILC2;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.00126186

Absent
ILC2_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.0240738

Absent
ILC3_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.00107849

Absent
T_LCMV;CD8+;D33;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.0022191999999999997

Absent
TEff_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.00534152

Absent
TSLEC_SPLND;CD8+A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.009901100000000001

/

Pattern: metacluster_1/pattern_13

Significance: 0.055817399999999996

/

Pattern: metacluster_1/pattern_14

Significance: 0.018386700000000002

Absent
naiveT;trnsgncTCR_SV40-I_CD8;A;GEO

Pattern: metacluster_0/pattern_11

Significance: 0.019614

Absent
cntrl_memT;TCR_SV40-I_CD8+;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.0100626

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

Pattern: metacluster_1/pattern_9

Significance: 0.017963299999999998

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

Pattern: metacluster_1/pattern_9

Significance: 0.00144055

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

Pattern: metacluster_1/pattern_10

Significance: 0.0183755

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

Pattern: metacluster_1/pattern_9

Significance: 0.0218141

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

Pattern: metacluster_1/pattern_9

Significance: 0.00520296

/

Pattern: metacluster_1/pattern_12

Significance: 0.0450093

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

Pattern: metacluster_1/pattern_10

Significance: 0.00226084

Absent
iNKT;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.00388944

Absent
B_SPLND;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.00638698

Absent
preB_BMD;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.0135668

Absent
AML;AE9a;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.00249214

Absent
ROD_PHT_RCPTR_RTN;A;GEO

Pattern: metacluster_0/pattern_10

Significance: 0.0290153

/

Pattern: metacluster_0/pattern_11

Significance: 0.0550464

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

Pattern: metacluster_0/pattern_19

Significance: 0.011870100000000001

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

Pattern: metacluster_0/pattern_16

Significance: 0.0168505

/

Pattern: metacluster_0/pattern_22

Significance: 0.043512800000000004

Absent
BCK_SKN;A;GEO

Pattern: metacluster_0/pattern_14

Significance: 0.052815

/

Pattern: metacluster_0/pattern_15

Significance: 0.00338925

Absent
iPV_NRN;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.00100601

Absent
Corticotrope;A;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.012153

Absent
Melanotrope;A;GEO

Pattern: metacluster_0/pattern_7

Significance: 0.00304029

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

Pattern: metacluster_0/pattern_7

Significance: 0.0173262

Absent
EPP;A;En

Pattern: metacluster_1/pattern_8

Significance: 0.00883721

Absent
T_SPLND_blstCLTRD;CD4+;D;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.00488378

Absent
naiveT_SPLND;CD4+;D;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.00196072

Absent
apCD4Eff;D;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.00602312

Absent
ES;129S1_SVImJ_CJ7;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.00204256

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

Pattern: metacluster_1/pattern_9

Significance: 0.0306178

/

Pattern: metacluster_1/pattern_10

Significance: 0.012787399999999999

/

Pattern: metacluster_1/pattern_11

Significance: 0.03774980000000001

/

Pattern: metacluster_1/pattern_18

Significance: 0.043838199999999994

/

Pattern: metacluster_1/pattern_20

Significance: 0.0598296

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

Pattern: metacluster_1/pattern_9

Significance: 0.00250334

Absent
Hnd_BRN;P0;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.000669213

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

Pattern: metacluster_0/pattern_17

Significance: 0.00531724

Absent
wES;Telenchephalon;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.001761

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

Pattern: metacluster_1/pattern_8

Significance: 0.00464939

Absent
MEL;D;En

Pattern: metacluster_1/pattern_14

Significance: 0.00416097

/

Pattern: metacluster_1/pattern_16

Significance: 0.0116704

Absent
MEL_Znc_di-cl;24h;D;En

Pattern: metacluster_1/pattern_20

Significance: 0.0415736

/

Pattern: metacluster_1/pattern_26

Significance: 0.0160189

Absent
Unique Cell types only Homer finds Crem: #5

Cell typeModiscoHomer
pGMP;A;EnAbsent

Pattern: motif3.motif

Significance: 0.00229693

/

Pattern: motif12.motif

Significance: 0.0127715

A20;B-lymphoma;D;EnAbsent

Pattern: motif17.motif

Significance: 0.0422915

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

Pattern: motif19.motif

Significance: 0.0511725

Treg;CD4+_CD25+;D;GEOAbsent

Pattern: motif10.motif

Significance: 0.0233778

ES;ZhBTc4;untreated;A;GEOAbsent

Pattern: motif21.motif

Significance: 0.030347900000000004