In [1]:
# Parameters
data_name = "Tfec"
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 11:45:19,362 [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)
Tfec: Motif: M01736_2.00



Forward PWM

Reverse PWM

Shared Cell types both TF-MoDISco and Homer finds Tfec: #108

Cell typeModiscoHomer
MPP;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.014706700000000001

Pattern: motif7.motif

Significance: 0.0320227

naiveCD8;A;CL

Pattern: metacluster_0/pattern_10

Significance: 0.00162802

Pattern: motif8.motif

Significance: 0.0497916

preB;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.0031135

Pattern: motif6.motif

Significance: 0.0480365

aB_LPS+IL21;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.00563992

Pattern: motif7.motif

Significance: 0.0243766

aB_LSP+a_d_dextran;A;CL

Pattern: metacluster_0/pattern_7

Significance: 0.0023182

Pattern: motif6.motif

Significance: 0.0577882

ESNPHL_ex-vivo_BlbC;A;CL

Pattern: metacluster_0/pattern_10

Significance: 0.0033738

Pattern: motif6.motif

Significance: 0.047934899999999996

NTRPHL;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.00265047

Pattern: motif6.motif

Significance: 0.022210499999999998

aNonTfh;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.000612716

Pattern: motif17.motif

Significance: 0.00485266

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

Pattern: metacluster_1/pattern_5

Significance: 0.0445889

/

Pattern: metacluster_1/pattern_8

Significance: 0.00160106

Pattern: motif9.motif

Significance: 0.0165672

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

Pattern: metacluster_1/pattern_8

Significance: 0.00193535

Pattern: motif16.motif

Significance: 0.00912213

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

Pattern: metacluster_1/pattern_10

Significance: 0.000494154

Pattern: motif16.motif

Significance: 0.00424924

DC_BMD;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.0230298

/

Pattern: metacluster_1/pattern_15

Significance: 0.00293499

Pattern: motif9.motif

Significance: 0.0200055

MCRPHG;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.0141007

Pattern: motif6.motif

Significance: 0.00109715

DP3a;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.000964322

Pattern: motif21.motif

Significance: 0.00450242

ISP;A;CL

Pattern: metacluster_1/pattern_13

Significance: 0.00036185

Pattern: motif22.motif

Significance: 0.00100872

Heart;D;En

Pattern: metacluster_0/pattern_11

Significance: 0.00196965

Pattern: motif14.motif

Significance: 0.00166275

Adipose;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.00269547

Pattern: motif7.motif

Significance: 0.0214504

Mammary;A;CL

Pattern: metacluster_0/pattern_6

Significance: 0.0432952

Pattern: motif6.motif

Significance: 0.025821299999999995

placenta;A;CL

Pattern: metacluster_0/pattern_12

Significance: 0.00304954

Pattern: motif17.motif

Significance: 0.00380101

SPNL_CHRD;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.00197453

Pattern: motif7.motif

Significance: 0.03744430000000001

STMCH;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.0140216

Pattern: motif5.motif

Significance: 0.0387845

BRN;CRBLM;A;CL

Pattern: metacluster_0/pattern_11

Significance: 0.00233904

Pattern: motif8.motif

Significance: 0.0221454

gamma_delta_TCR;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.000542605

Pattern: motif15.motif

Significance: 0.00499741

NK;IL2+IL12+;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00128217

Pattern: motif9.motif

Significance: 0.019423

NCR+ILC3+IL23;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.0241048

/

Pattern: metacluster_1/pattern_14

Significance: 0.00306734

Pattern: motif18.motif

Significance: 0.00528766

aB_LPS+IL4_24h;A;CL

Pattern: metacluster_0/pattern_10

Significance: 0.00193336

Pattern: motif5.motif

Significance: 0.050171600000000004

aB_LPS+IL4+Oligomycin_24h;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.000615665

Pattern: motif22.motif

Significance: 0.0031717

CH12;med14;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.056323000000000005

/

Pattern: metacluster_1/pattern_12

Significance: 0.00244741

Pattern: motif5.motif

Significance: 0.0182055

wCH12_drug;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.00277565

Pattern: motif8.motif

Significance: 0.0489319

/

Pattern: motif21.motif

Significance: 0.0173258

NTRPHL;A;GEO

Pattern: metacluster_0/pattern_11

Significance: 0.00548226

Pattern: motif4.motif

Significance: 0.036827

ES;F1216;A;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.0419957

Pattern: motif19.motif

Significance: 0.00173992

ES;129SV_Jae_C57BL6J;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.000988985

Pattern: motif16.motif

Significance: 0.023078799999999997

RTN;A;GEO

Pattern: metacluster_0/pattern_10

Significance: 0.000584898

Pattern: motif14.motif

Significance: 0.0211672

ILC3;A;GEO

Pattern: metacluster_1/pattern_16

Significance: 0.00162821

Pattern: motif18.motif

Significance: 0.00512227

naiveT;CD8+;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.00168238

Pattern: motif22.motif

Significance: 0.00463581

T_LCMV;CD8+;D35;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.00226209

Pattern: motif11.motif

Significance: 0.0177187

TExh_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.00122045

Pattern: motif10.motif

Significance: 0.0478398

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

Pattern: metacluster_1/pattern_14

Significance: 0.000682263

Pattern: motif8.motif

Significance: 0.0448281

B_SPLND;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.00124292

Pattern: motif21.motif

Significance: 0.00780334

MCRPHG_BMD.UnStmltd;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.0222889

/

Pattern: metacluster_1/pattern_9

Significance: 0.00182299

Pattern: motif12.motif

Significance: 0.00335807

MCRPHG_BMD.LPD_Stmltd;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.028198900000000002

/

Pattern: metacluster_1/pattern_13

Significance: 0.00138871

Pattern: motif6.motif

Significance: 0.0359402

/

Pattern: motif17.motif

Significance: 0.00279907

DC_LPS;6h;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.0403247

/

Pattern: metacluster_1/pattern_16

Significance: 0.00242398

Pattern: motif12.motif

Significance: 0.00186792

DC_pBMD;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.0393207

/

Pattern: metacluster_1/pattern_7

Significance: 0.0032878

Pattern: motif6.motif

Significance: 0.0391074

/

Pattern: motif10.motif

Significance: 0.00661232

ENDRM_ESD;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.00398187

Pattern: motif19.motif

Significance: 0.00536577

GCN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.00253112

Pattern: motif10.motif

Significance: 0.0225231

CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.0006570910000000001

Pattern: motif11.motif

Significance: 0.0210345

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

Pattern: metacluster_0/pattern_13

Significance: 0.000753577

Pattern: motif14.motif

Significance: 0.00661973

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

Pattern: metacluster_0/pattern_18

Significance: 0.00126049

Pattern: motif20.motif

Significance: 0.0322135

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

Pattern: metacluster_0/pattern_18

Significance: 0.00162767

Pattern: motif19.motif

Significance: 0.0278062

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

Pattern: metacluster_1/pattern_14

Significance: 0.00112868

Pattern: motif11.motif

Significance: 0.055749099999999996

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

Pattern: metacluster_0/pattern_12

Significance: 0.00457351

/

Pattern: metacluster_0/pattern_16

Significance: 0.0535052

Pattern: motif21.motif

Significance: 0.0476453

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

Pattern: metacluster_0/pattern_15

Significance: 0.0023511

Pattern: motif13.motif

Significance: 0.00229678

NPC;Ch13;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.0101228

Pattern: motif25.motif

Significance: 0.00514205

iVIP_NRN;A;GEO

Pattern: metacluster_1/pattern_15

Significance: 0.05103730000000001

/

Pattern: metacluster_1/pattern_17

Significance: 0.00132933

Pattern: motif19.motif

Significance: 0.05163290000000001

ES;ZhBTc4;untreated;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.00163573

Pattern: motif21.motif

Significance: 0.00178599

npES;ZHBTC4;doxyc;treat;A;GEO

Pattern: metacluster_0/pattern_15

Significance: 0.00294658

Pattern: motif17.motif

Significance: 0.032753199999999996

ES;JM8.N4;Mitosis;A;GEO

Pattern: metacluster_0/pattern_11

Significance: 0.00220057

Pattern: motif8.motif

Significance: 0.0167459

pMeg;A;En

Pattern: metacluster_1/pattern_15

Significance: 0.00039506599999999996

Pattern: motif8.motif

Significance: 0.00730554

MegEP;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.00394459

Pattern: motif11.motif

Significance: 0.039219800000000006

MegP;A;En

Pattern: metacluster_1/pattern_11

Significance: 0.00022915400000000002

/

Pattern: metacluster_1/pattern_16

Significance: 0.0572967

Pattern: motif12.motif

Significance: 0.0464334

DC;A;En

Pattern: metacluster_1/pattern_7

Significance: 0.028738

/

Pattern: metacluster_1/pattern_11

Significance: 0.00232619

Pattern: motif13.motif

Significance: 0.00162475

ES;ZhBTc4;1;D;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.00275626

Pattern: motif16.motif

Significance: 0.00752143

ES;ZhBTc4;2;D;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.00274686

Pattern: motif13.motif

Significance: 0.00236316

ES;D0;D;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.00271337

Pattern: motif9.motif

Significance: 0.00925929

NIH3T3_FBROBLST;D;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.00111429

Pattern: motif10.motif

Significance: 0.025939799999999996

LVR;8wks;D;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.00242426

Pattern: motif14.motif

Significance: 0.00318644

LNG;8wks;D;GEO

Pattern: metacluster_0/pattern_15

Significance: 0.000991537

Pattern: motif5.motif

Significance: 0.00498122

wES;WHL_BRN;E14.5;D;GEO

Pattern: metacluster_0/pattern_13

Significance: 0.0154733

Pattern: motif21.motif

Significance: 0.0558581

ES;E14;D;En

Pattern: metacluster_1/pattern_8

Significance: 0.000608921

Pattern: motif19.motif

Significance: 0.0329588

ES;C57BL_6J;R1;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.000621841

Pattern: motif17.motif

Significance: 0.00918148

NIH3T3_FBROBLST;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.0372497

/

Pattern: metacluster_1/pattern_16

Significance: 0.00158151

Pattern: motif13.motif

Significance: 0.00983244

FBRBLST;8wks;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.0336805

/

Pattern: metacluster_1/pattern_13

Significance: 0.00108208

Pattern: motif11.motif

Significance: 0.028453199999999998

3T3-L1;FBRBLST;D;En

Pattern: metacluster_1/pattern_8

Significance: 0.0422011

/

Pattern: metacluster_1/pattern_15

Significance: 0.00166103

Pattern: motif9.motif

Significance: 0.0337296

KDNY;P0;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.027496299999999998

/

Pattern: metacluster_1/pattern_15

Significance: 0.00100778

Pattern: motif16.motif

Significance: 0.0326034

KDNY;8wks;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.00112474

Pattern: motif10.motif

Significance: 0.00828209

LVR;8wks;D;En

Pattern: metacluster_0/pattern_10

Significance: 0.00237742

Pattern: motif12.motif

Significance: 0.00427926

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

Pattern: metacluster_1/pattern_11

Significance: 0.00183693

Pattern: motif9.motif

Significance: 0.0039811

LVR;P0;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.00318584

Pattern: motif7.motif

Significance: 0.05495359999999999

LNG;P0;D;En

Pattern: metacluster_1/pattern_14

Significance: 0.00150453

Pattern: motif8.motif

Significance: 0.04182519999999999

Heart;8wks;D;En

Pattern: metacluster_0/pattern_8

Significance: 0.00134353

Pattern: motif8.motif

Significance: 0.00818679

Heart;P0;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.024449099999999998

/

Pattern: metacluster_1/pattern_12

Significance: 0.00292933

Pattern: motif7.motif

Significance: 0.025243400000000003

Adipocyte_3T3-L1D;C57BL6;D8;D;En

Pattern: metacluster_1/pattern_6

Significance: 0.014494499999999999

Pattern: motif13.motif

Significance: 0.028301599999999996

Adipose;D;En

Pattern: metacluster_0/pattern_17

Significance: 0.00172546

Pattern: motif15.motif

Significance: 0.024495199999999998

RTN;D1;D;En

Pattern: metacluster_0/pattern_11

Significance: 0.057009199999999996

/

Pattern: metacluster_0/pattern_14

Significance: 0.0007496289999999999

Pattern: motif13.motif

Significance: 0.047712199999999996

wES;RTN;E11.5;D;En

Pattern: metacluster_0/pattern_20

Significance: 0.00315153

Pattern: motif19.motif

Significance: 0.00416049

CRBLM;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.0025001999999999997

Pattern: motif10.motif

Significance: 0.035854500000000004

416B_MP;CD34+;D;En

Pattern: metacluster_1/pattern_16

Significance: 0.00296715

Pattern: motif11.motif

Significance: 0.0332908

Muller;P12;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.041576199999999994

/

Pattern: metacluster_1/pattern_17

Significance: 0.0011431

Pattern: motif9.motif

Significance: 0.033058199999999996

/

Pattern: motif18.motif

Significance: 0.032974500000000004

Fr_BRN;P0;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.0027932

Pattern: motif22.motif

Significance: 0.04147580000000001

Hnd_BRN;P0;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.031374200000000005

/

Pattern: metacluster_1/pattern_14

Significance: 0.00279993

Pattern: motif16.motif

Significance: 0.00238618

wES;Hnd_BRN;E14.5;D;En

Pattern: metacluster_0/pattern_16

Significance: 0.00101765

Pattern: motif22.motif

Significance: 0.022017099999999998

wES;Md_BRN;E11.5;D;En

Pattern: metacluster_0/pattern_14

Significance: 0.0318713

/

Pattern: metacluster_0/pattern_16

Significance: 0.00118555

Pattern: motif22.motif

Significance: 0.000908524

Md_BRN;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.032640800000000005

/

Pattern: metacluster_1/pattern_16

Significance: 0.00456718

Pattern: motif16.motif

Significance: 0.056083400000000005

wES;WHL_BRN;E14.5;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.0491662

Pattern: motif23.motif

Significance: 0.0216103

wES;limb;E14.5;D;En

Pattern: metacluster_1/pattern_8

Significance: 0.0256909

/

Pattern: metacluster_1/pattern_15

Significance: 0.000464816

Pattern: motif24.motif

Significance: 0.00378439

wES;Fr_lmb;E11.5;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.023222299999999998

Pattern: motif20.motif

Significance: 0.00403968

wES;Hnd_lmb;E11.5;D;En

Pattern: metacluster_0/pattern_14

Significance: 0.00101991

/

Pattern: metacluster_0/pattern_16

Significance: 0.0451332

Pattern: motif15.motif

Significance: 0.0174655

wES;FaceP;E14.5;D;En

Pattern: metacluster_0/pattern_9

Significance: 0.0392664

/

Pattern: metacluster_0/pattern_20

Significance: 0.00335025

Pattern: motif22.motif

Significance: 0.00503709

wES;FaceP;E11.5;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.05777519999999999

/

Pattern: metacluster_1/pattern_13

Significance: 0.00292646

Pattern: motif13.motif

Significance: 0.016623699999999998

LRG_INTSTN;8wks;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.00203202

/

Pattern: metacluster_1/pattern_12

Significance: 0.0261129

Pattern: motif12.motif

Significance: 0.013153899999999998

STMCH;P0;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.016785599999999998

/

Pattern: metacluster_1/pattern_15

Significance: 0.000581665

Pattern: motif10.motif

Significance: 0.0270928

SKLTL_Muscle;8wks;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.00146388

Pattern: motif5.motif

Significance: 0.055129899999999996

Spleen;8wks;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.00309208

Pattern: motif7.motif

Significance: 0.0122682

3134_mammaryADNCRCNM;D;En

Pattern: metacluster_0/pattern_9

Significance: 0.0488855

/

Pattern: metacluster_0/pattern_10

Significance: 0.0463337

/

Pattern: metacluster_0/pattern_17

Significance: 0.00046426199999999995

Pattern: motif12.motif

Significance: 0.0501175

416B;HMTP_SPNSN;CD34+;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.00172571

/

Pattern: metacluster_1/pattern_16

Significance: 0.016709599999999998

Pattern: motif16.motif

Significance: 0.0203857

CH12.LX;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.033819199999999994

/

Pattern: metacluster_1/pattern_16

Significance: 0.000908889

Pattern: motif12.motif

Significance: 0.014901

MTR_NRN_MN1;methyl3;D;En

Pattern: metacluster_0/pattern_7

Significance: 0.03588

/

Pattern: metacluster_0/pattern_19

Significance: 0.00451443

Pattern: motif7.motif

Significance: 0.0494914

/

Pattern: motif20.motif

Significance: 0.00364675

MN1;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.0466397

Pattern: motif8.motif

Significance: 0.0501965

Unique Cell types only TF-MoDISco finds Tfec: #158

Cell typeModiscoHomer
memT;CD4+;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.000462722

Absent
Th17;CD4+;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00253303

Absent
NK_SPLND;A;CL

Pattern: metacluster_0/pattern_13

Significance: 0.00203645

Absent
proB;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.000507828

Absent
immatureB;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.0209186

Absent
matureB;A;CL

Pattern: metacluster_0/pattern_7

Significance: 0.0031548

/

Pattern: metacluster_0/pattern_8

Significance: 0.038542900000000005

Absent
B1_B;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00181908

Absent
GC_B;A;CL

Pattern: metacluster_1/pattern_13

Significance: 0.00389428

Absent
plasmaB;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.0250738

/

Pattern: metacluster_1/pattern_12

Significance: 0.0008498310000000001

Absent
aB_LPS;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.00368969

Absent
aB_LPS+IL4;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.00233603

Absent
aB_CD40+IL4;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.00236434

Absent
Mast;A;CL

Pattern: metacluster_0/pattern_13

Significance: 0.00154359

Absent
BSPHL;A;CL

Pattern: metacluster_1/pattern_15

Significance: 0.0017957000000000001

Absent
ESNPHL_SPLND_BlbCA;CL

Pattern: metacluster_0/pattern_5

Significance: 0.00865386

Absent
Tfh_LCMV;A;CL

Pattern: metacluster_1/pattern_13

Significance: 0.000688551

Absent
Tfh;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00110355

Absent
aNonTfh_mut;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.00047549800000000003

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

Pattern: metacluster_1/pattern_11

Significance: 0.00227573

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

Pattern: metacluster_1/pattern_9

Significance: 0.0007440360000000001

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

Pattern: metacluster_1/pattern_11

Significance: 0.000721815

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

Pattern: metacluster_1/pattern_9

Significance: 0.00179393

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

Pattern: metacluster_1/pattern_11

Significance: 0.00150703

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

Pattern: metacluster_1/pattern_10

Significance: 0.00122003

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

Pattern: metacluster_1/pattern_9

Significance: 0.00118041

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

Pattern: metacluster_1/pattern_10

Significance: 0.00206146

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

Pattern: metacluster_1/pattern_8

Significance: 0.00221262

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

Pattern: metacluster_1/pattern_11

Significance: 0.00300546

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

Pattern: metacluster_1/pattern_7

Significance: 0.03445619999999999

/

Pattern: metacluster_1/pattern_9

Significance: 0.000277425

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

Pattern: metacluster_1/pattern_8

Significance: 0.00139086

Absent
Erythroblast;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00659658

Absent
DP;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.0021779

Absent
DP3b;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00185733

/

Pattern: metacluster_1/pattern_13

Significance: 0.057020600000000005

Absent
ES;E14;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.00153582

Absent
ES;MEF;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.029524

/

Pattern: metacluster_1/pattern_14

Significance: 0.0021669000000000002

Absent
SML_INTSTN;A;CL

Pattern: metacluster_0/pattern_7

Significance: 0.0336481

Absent
LRG_INTSTN;A;CL

Pattern: metacluster_0/pattern_15

Significance: 0.00277343

Absent
LNG;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.0499347

/

Pattern: metacluster_1/pattern_14

Significance: 0.00405372

Absent
Muscle;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.0235258

Absent
Adrenal;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.032512400000000004

Absent
testis;A;CL

Pattern: metacluster_0/pattern_14

Significance: 0.00211126

Absent
PNCRS;A;CL

Pattern: metacluster_0/pattern_2

Significance: 0.014288299999999999

Absent
eye-NRL_RTN;A;CL

Pattern: metacluster_0/pattern_8

Significance: 0.000608199

Absent
NRV;Eye-OPTC;A;CL

Pattern: metacluster_0/pattern_7

Significance: 0.035447

/

Pattern: metacluster_0/pattern_11

Significance: 0.00044153800000000005

Absent
BRN;OLFTRY_BLB;A;CL

Pattern: metacluster_0/pattern_14

Significance: 0.00331181

Absent
BRN;FRNTL_CRTX;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.036151499999999996

Absent
BRN;PTMN;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00201951

Absent
BRN;MDL_OBLNGT;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00248703

Absent
BRN;SNSR_MTR_CRTX;A;CL

Pattern: metacluster_1/pattern_15

Significance: 0.00181491

Absent
restingB;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.00234363

Absent
aB;CD180;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.00232069

Absent
LNG_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_16

Significance: 0.00202677

Absent
SHRT_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.0157519

Absent
gamma_delta_TCR_MCR;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.00230658

Absent
gamma_delta_TCR_M-S-;A;CL

Pattern: metacluster_0/pattern_11

Significance: 0.00103738

Absent
ILC2precrsr;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.026954099999999998

Absent
NCR+ILC3;A;CL

Pattern: metacluster_1/pattern_15

Significance: 0.00145337

Absent
ILC2_Nippo;A;CL

Pattern: metacluster_1/pattern_16

Significance: 0.000723546

Absent
ILC1;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.00650625

Absent
ILC2;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.00174473

Absent
Th2_nippo;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.024184599999999997

Absent
CH12_QNTPLE;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.00168364

Absent
wCH12;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.00300773

Absent
CLP;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.00171136

Absent
mem_precrsrT_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0326946

/

Pattern: metacluster_1/pattern_13

Significance: 0.0006605630000000001

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

Pattern: metacluster_1/pattern_13

Significance: 0.00203408

Absent
ES;J1;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.000742955

Absent
ES;E14;A;GEO

Pattern: metacluster_0/pattern_18

Significance: 0.00211977

/

Pattern: metacluster_0/pattern_20

Significance: 0.0500986

Absent
ES;v6.5;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.0361418

Absent
Mammary_GLND;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.032117599999999996

/

Pattern: metacluster_1/pattern_13

Significance: 0.0580756

Absent
CRBL_GRNL_Precrsr;A;GEO

Pattern: metacluster_0/pattern_9

Significance: 0.0235763

/

Pattern: metacluster_0/pattern_13

Significance: 0.00231395

Absent
ILC2+IL33+IL25;A;GEO

Pattern: metacluster_1/pattern_14

Significance: 0.00143102

Absent
ILC1;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.00137646

Absent
ILC2;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.000698649

Absent
ILC1_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_14

Significance: 0.00174076

Absent
ILC2_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.00471975

Absent
ILC3_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_18

Significance: 0.00124294

Absent
T_LCMV;CD8+;D8;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.00305444

Absent
T_LCMV;CD8+;D33;A;GEO

Pattern: metacluster_1/pattern_14

Significance: 0.00052316

Absent
TEff_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.00108029

Absent
TSLEC_SPLND;CD8+A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.000904839

Absent
naiveT;trnsgncTCR_SV40-I_CD8;A;GEO

Pattern: metacluster_0/pattern_10

Significance: 0.0014942

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

Pattern: metacluster_1/pattern_9

Significance: 0.00278732

Absent
cntrl_memT;TCR_SV40-I_CD8+;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.000588064

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

Pattern: metacluster_1/pattern_10

Significance: 0.000447532

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

Pattern: metacluster_1/pattern_13

Significance: 0.00125248

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

Pattern: metacluster_1/pattern_14

Significance: 0.0008201489999999999

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

Pattern: metacluster_1/pattern_13

Significance: 0.00113771

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

Pattern: metacluster_1/pattern_15

Significance: 0.00160825

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

Pattern: metacluster_0/pattern_8

Significance: 0.0324215

/

Pattern: metacluster_0/pattern_13

Significance: 0.000684403

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

Pattern: metacluster_1/pattern_5

Significance: 0.00401475

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

Pattern: metacluster_0/pattern_11

Significance: 0.000597715

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

Pattern: metacluster_1/pattern_12

Significance: 0.00132973

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

Pattern: metacluster_1/pattern_14

Significance: 0.00185102

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

Pattern: metacluster_1/pattern_13

Significance: 0.00129252

Absent
iNKT;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.032278100000000004

/

Pattern: metacluster_1/pattern_9

Significance: 0.00281385

Absent
aB;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.029733199999999998

/

Pattern: metacluster_1/pattern_9

Significance: 0.00240244

Absent
prePLSM_B;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.0015494000000000003

Absent
preB_BMD;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.00360199

Absent
B;B220_CD43;A;GEO

Pattern: metacluster_1/pattern_20

Significance: 0.00163066

Absent
Erythroid;Ter119+;A;GEO

Pattern: metacluster_0/pattern_12

Significance: 0.00689226

Absent
AML;AE9a;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.0353483

/

Pattern: metacluster_1/pattern_14

Significance: 0.00179156

Absent
DC_LPS;2h;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.026007799999999998

/

Pattern: metacluster_1/pattern_13

Significance: 0.00157475

Absent
ROD_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.00175258

Absent
ROD_PHT_RCPTR_RTN;A;GEO

Pattern: metacluster_0/pattern_11

Significance: 0.00129085

Absent
BL_CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.00319785

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

Pattern: metacluster_0/pattern_17

Significance: 0.000813965

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

Pattern: metacluster_0/pattern_16

Significance: 0.00109477

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

Pattern: metacluster_1/pattern_13

Significance: 0.0027445

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

Pattern: metacluster_0/pattern_17

Significance: 0.0024178

/

Pattern: metacluster_0/pattern_18

Significance: 0.040322699999999996

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

Pattern: metacluster_0/pattern_17

Significance: 0.00072963

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

Pattern: metacluster_0/pattern_18

Significance: 0.00189672

Absent
SKN_EPTHL;A;GEO

Pattern: metacluster_0/pattern_5

Significance: 0.0592981

Absent
BCK_SKN;A;GEO

Pattern: metacluster_0/pattern_15

Significance: 0.0492402

/

Pattern: metacluster_0/pattern_20

Significance: 0.000433509

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

Pattern: metacluster_0/pattern_14

Significance: 0.00175932

Absent
NPC;F129;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.03754

/

Pattern: metacluster_1/pattern_15

Significance: 0.00223364

Absent
NPC;G4;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.0072503

Absent
NPC;mE6;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.00781575

Absent
ePyramidal_NRN;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.024611599999999997

Absent
iPV_NRN;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.0423897

/

Pattern: metacluster_1/pattern_16

Significance: 0.000421726

Absent
eCortical_NRN;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0325726

Absent
G_NRN_P;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0219225

/

Pattern: metacluster_1/pattern_12

Significance: 0.000688512

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

Pattern: metacluster_0/pattern_9

Significance: 0.0009237010000000001

Absent
ThMS_MEC;Aire++;A;GEO

Pattern: metacluster_1/pattern_14

Significance: 0.000639636

Absent
Corticotrope;A;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.0405412

Absent
Melanotrope;A;GEO

Pattern: metacluster_0/pattern_11

Significance: 0.024303599999999998

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

Pattern: metacluster_1/pattern_13

Significance: 0.00107264

/

Pattern: metacluster_1/pattern_18

Significance: 0.0407543

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

Pattern: metacluster_0/pattern_11

Significance: 0.000687474

Absent
Mammary_BptfKO;A;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.037694599999999995

/

Pattern: metacluster_0/pattern_15

Significance: 0.00249238

Absent
EPP;A;En

Pattern: metacluster_1/pattern_11

Significance: 0.00544124

Absent
pErythroblast;A;En

Pattern: metacluster_1/pattern_12

Significance: 0.00622255

Absent
pCMP;A;CL

Pattern: metacluster_1/pattern_16

Significance: 0.00255241

Absent
DC_LPS;4h;A;En

Pattern: metacluster_1/pattern_8

Significance: 0.0252109

/

Pattern: metacluster_1/pattern_13

Significance: 0.0011815999999999999

Absent
3134_mammaryADNCRCNM;D;GE

Pattern: metacluster_1/pattern_10

Significance: 0.0410539

/

Pattern: metacluster_1/pattern_13

Significance: 0.026319400000000003

Absent
T_SPLND_blstCLTRD;CD4+;D;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.0475374

/

Pattern: metacluster_1/pattern_9

Significance: 0.00152676

Absent
naiveT_SPLND;CD4+;D;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.000862224

Absent
apCD4Eff;D;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.039260699999999996

/

Pattern: metacluster_1/pattern_11

Significance: 0.00161745

Absent
416B_MP;CD34+;D;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.0530654

/

Pattern: metacluster_1/pattern_14

Significance: 0.00241264

Absent
WHL_BRN;8wks;D;GEO

Pattern: metacluster_1/pattern_15

Significance: 0.00227615

Absent
ES;129S1_SVImJ_CJ7;D;En

Pattern: metacluster_1/pattern_6

Significance: 0.00197253

/

Pattern: metacluster_1/pattern_11

Significance: 0.056908400000000005

Absent
LNG;8wks;D;En

Pattern: metacluster_0/pattern_11

Significance: 0.0013367000000000001

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

Pattern: metacluster_1/pattern_9

Significance: 0.0333512

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

Pattern: metacluster_1/pattern_9

Significance: 0.0422277

/

Pattern: metacluster_1/pattern_14

Significance: 0.00139848

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

Pattern: metacluster_1/pattern_11

Significance: 0.00221093

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

Pattern: metacluster_0/pattern_16

Significance: 0.00201465

/

Pattern: metacluster_0/pattern_17

Significance: 0.028649900000000002

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

Pattern: metacluster_0/pattern_12

Significance: 0.00219783

/

Pattern: metacluster_0/pattern_13

Significance: 0.031414

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

Pattern: metacluster_0/pattern_15

Significance: 0.0232956

/

Pattern: metacluster_0/pattern_18

Significance: 0.00122553

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

Pattern: metacluster_0/pattern_17

Significance: 0.055621199999999996

/

Pattern: metacluster_0/pattern_18

Significance: 0.00342862

Absent
WHL_BRN;8wks;D;En

Pattern: metacluster_1/pattern_13

Significance: 0.000709153

Absent
wES;Telenchephalon;D;En

Pattern: metacluster_1/pattern_14

Significance: 0.0010968

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

Pattern: metacluster_0/pattern_19

Significance: 0.00160851

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

Pattern: metacluster_1/pattern_14

Significance: 0.0223642

/

Pattern: metacluster_1/pattern_16

Significance: 0.00275273

Absent
AML;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.0348837

/

Pattern: metacluster_1/pattern_17

Significance: 0.00067115

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

Pattern: metacluster_1/pattern_11

Significance: 0.00349843

Absent
MEL;D;En

Pattern: metacluster_1/pattern_13

Significance: 0.00408612

/

Pattern: metacluster_1/pattern_14

Significance: 0.0557604

Absent
MEL_Znc_di-cl;24h;D;En

Pattern: metacluster_1/pattern_22

Significance: 0.00254661

/

Pattern: metacluster_1/pattern_26

Significance: 0.04707940000000001

Absent
NIH3T3;D;En

Pattern: metacluster_1/pattern_6

Significance: 0.021396000000000002

/

Pattern: metacluster_1/pattern_13

Significance: 0.00112172

Absent
3T3-L1;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.037750599999999995

/

Pattern: metacluster_1/pattern_20

Significance: 0.00353337

Absent
Unique Cell types only Homer finds Tfec: #3

Cell typeModiscoHomer
A20;B-lymphoma;D;EnAbsent

Pattern: motif13.motif

Significance: 0.014780799999999998

/

Pattern: motif17.motif

Significance: 0.0422915

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

Pattern: motif19.motif

Significance: 0.00882185

Treg;CD4+_CD25+;D;GEOAbsent

Pattern: motif15.motif

Significance: 0.021822900000000003