In [1]:
# Parameters
data_name = "Tfe3"
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 11:44:57,557 [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)
Tfe3: Motif: M01715_2.00



Forward PWM

Reverse PWM

Shared Cell types both TF-MoDISco and Homer finds Tfe3: #123

Cell typeModiscoHomer
MPP;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.0144821

Pattern: motif7.motif

Significance: 0.05468730000000001

naiveCD8;A;CL

Pattern: metacluster_0/pattern_10

Significance: 0.00162802

Pattern: motif8.motif

Significance: 0.0421554

preB;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.0033570999999999996

Pattern: motif6.motif

Significance: 0.0456198

aB_LPS+IL21;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.0060238

Pattern: motif7.motif

Significance: 0.029244700000000002

aB_LSP+a_d_dextran;A;CL

Pattern: metacluster_0/pattern_6

Significance: 0.03595809999999999

/

Pattern: metacluster_0/pattern_7

Significance: 0.00240366

Pattern: motif6.motif

Significance: 0.0577882

BSPHL;A;CL

Pattern: metacluster_1/pattern_15

Significance: 0.00167722

Pattern: motif13.motif

Significance: 0.0581115

ESNPHL_ex-vivo_BlbC;A;CL

Pattern: metacluster_0/pattern_10

Significance: 0.00332765

Pattern: motif6.motif

Significance: 0.047934899999999996

NTRPHL;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.035988099999999995

/

Pattern: metacluster_1/pattern_10

Significance: 0.00306446

Pattern: motif6.motif

Significance: 0.0268955

aNonTfh;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.000611476

Pattern: motif17.motif

Significance: 0.00452897

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

Pattern: metacluster_1/pattern_11

Significance: 0.00245026

Pattern: motif9.motif

Significance: 0.0348194

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

Pattern: metacluster_1/pattern_8

Significance: 0.00197839

Pattern: motif9.motif

Significance: 0.0148173

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

Pattern: metacluster_1/pattern_8

Significance: 0.00236365

Pattern: motif16.motif

Significance: 0.00843698

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

Pattern: metacluster_1/pattern_10

Significance: 0.000494154

Pattern: motif16.motif

Significance: 0.00396759

DC_BMD;A;CL

Pattern: metacluster_1/pattern_15

Significance: 0.00317835

Pattern: motif9.motif

Significance: 0.016463099999999998

MCRPHG;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.0165978

Pattern: motif6.motif

Significance: 0.00109715

DP3a;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.000964322

Pattern: motif21.motif

Significance: 0.00431728

ISP;A;CL

Pattern: metacluster_1/pattern_13

Significance: 0.00036185

Pattern: motif22.motif

Significance: 0.000933707

Heart;D;En

Pattern: metacluster_0/pattern_11

Significance: 0.0022815

Pattern: motif14.motif

Significance: 0.00166275

Adipose;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.00271995

Pattern: motif7.motif

Significance: 0.0481826

Mammary;A;CL

Pattern: metacluster_0/pattern_6

Significance: 0.040523

Pattern: motif6.motif

Significance: 0.029001

testis;A;CL

Pattern: metacluster_0/pattern_14

Significance: 0.00200581

Pattern: motif5.motif

Significance: 0.0447578

placenta;A;CL

Pattern: metacluster_0/pattern_12

Significance: 0.00362301

Pattern: motif17.motif

Significance: 0.00330517

SPNL_CHRD;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.00211761

Pattern: motif7.motif

Significance: 0.03744430000000001

STMCH;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.055596900000000005

/

Pattern: metacluster_1/pattern_10

Significance: 0.013301599999999998

Pattern: motif5.motif

Significance: 0.021645400000000002

BRN;CRBLM;A;CL

Pattern: metacluster_0/pattern_11

Significance: 0.00192382

Pattern: motif8.motif

Significance: 0.0270425

gamma_delta_TCR;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.000542605

Pattern: motif7.motif

Significance: 0.0256039

/

Pattern: motif15.motif

Significance: 0.00445482

gamma_delta_TCR_MCR;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.00232016

Pattern: motif4.motif

Significance: 0.050858

NK;IL2+IL12+;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00167596

Pattern: motif9.motif

Significance: 0.0190979

NCR+ILC3+IL23;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.00323967

Pattern: motif18.motif

Significance: 0.00487069

aB_LPS+IL4_24h;A;CL

Pattern: metacluster_0/pattern_10

Significance: 0.00209615

Pattern: motif5.motif

Significance: 0.04944930000000001

aB_LPS+IL4+Oligomycin_24h;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.000640501

Pattern: motif22.motif

Significance: 0.00243025

wCH12;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.00332773

Pattern: motif10.motif

Significance: 0.059966399999999996

CH12;med14;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00263423

Pattern: motif5.motif

Significance: 0.0182055

wCH12_drug;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.00324782

Pattern: motif8.motif

Significance: 0.046205300000000005

/

Pattern: motif21.motif

Significance: 0.0309438

NTRPHL;A;GEO

Pattern: metacluster_0/pattern_11

Significance: 0.00536668

Pattern: motif4.motif

Significance: 0.0351391

ES;F1216;A;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.045507900000000004

Pattern: motif19.motif

Significance: 0.00164564

ES;129SV_Jae_C57BL6J;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.0011232000000000002

Pattern: motif16.motif

Significance: 0.00481903

Mammary_GLND;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.0352722

Pattern: motif12.motif

Significance: 0.049875199999999995

RTN;A;GEO

Pattern: metacluster_0/pattern_10

Significance: 0.00042868

Pattern: motif14.motif

Significance: 0.00443902

ILC1;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.00159991

Pattern: motif9.motif

Significance: 0.0336469

ILC3;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.0288499

/

Pattern: metacluster_1/pattern_16

Significance: 0.00162821

Pattern: motif18.motif

Significance: 0.00455292

naiveT;CD8+;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.00152148

Pattern: motif22.motif

Significance: 0.00420588

T_LCMV;CD8+;D35;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.00239147

Pattern: motif11.motif

Significance: 0.046732499999999996

TExh_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.00118582

Pattern: motif10.motif

Significance: 0.0462782

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

Pattern: metacluster_1/pattern_9

Significance: 0.0596125

/

Pattern: metacluster_1/pattern_14

Significance: 0.000614324

Pattern: motif8.motif

Significance: 0.0456166

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

Pattern: metacluster_1/pattern_5

Significance: 0.0479421

Pattern: motif7.motif

Significance: 0.0465132

B_SPLND;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.00138867

Pattern: motif21.motif

Significance: 0.014012799999999999

MCRPHG_BMD.UnStmltd;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0020402000000000003

Pattern: motif7.motif

Significance: 0.0591203

/

Pattern: motif12.motif

Significance: 0.00478554

MCRPHG_BMD.LPD_Stmltd;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.00148907

Pattern: motif17.motif

Significance: 0.0257097

Erythroid;Ter119+;A;GEO

Pattern: metacluster_0/pattern_12

Significance: 0.005509600000000001

Pattern: motif7.motif

Significance: 0.034154699999999996

DC_LPS;6h;A;GEO

Pattern: metacluster_1/pattern_16

Significance: 0.00254175

Pattern: motif12.motif

Significance: 0.00166525

DC_pBMD;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.00372742

Pattern: motif6.motif

Significance: 0.0411772

/

Pattern: motif10.motif

Significance: 0.017993099999999998

ENDRM_ESD;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0359719

Pattern: motif19.motif

Significance: 0.0047737

GCN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.0378296

/

Pattern: metacluster_1/pattern_11

Significance: 0.00207442

Pattern: motif10.motif

Significance: 0.0303693

CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.000378255

Pattern: motif11.motif

Significance: 0.019629300000000002

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

Pattern: metacluster_0/pattern_13

Significance: 0.000753577

/

Pattern: metacluster_0/pattern_20

Significance: 0.044936699999999996

Pattern: motif14.motif

Significance: 0.00634745

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

Pattern: metacluster_0/pattern_18

Significance: 0.00141676

/

Pattern: metacluster_0/pattern_24

Significance: 0.031291700000000006

Pattern: motif20.motif

Significance: 0.030905000000000002

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

Pattern: metacluster_0/pattern_18

Significance: 0.00143118

Pattern: motif19.motif

Significance: 0.00781906

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

Pattern: metacluster_1/pattern_14

Significance: 0.00109091

Pattern: motif11.motif

Significance: 0.055749099999999996

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

Pattern: metacluster_0/pattern_12

Significance: 0.00502149

/

Pattern: metacluster_0/pattern_16

Significance: 0.028209500000000002

Pattern: motif21.motif

Significance: 0.0102718

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

Pattern: metacluster_0/pattern_16

Significance: 0.000599632

Pattern: motif13.motif

Significance: 0.0435385

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

Pattern: metacluster_0/pattern_15

Significance: 0.00226017

/

Pattern: metacluster_0/pattern_16

Significance: 0.0329821

Pattern: motif13.motif

Significance: 0.00223263

NPC;G4;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.0314847

Pattern: motif13.motif

Significance: 0.054105099999999996

NPC;Ch13;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.015331000000000001

Pattern: motif12.motif

Significance: 0.05277180000000001

/

Pattern: motif25.motif

Significance: 0.00422685

iVIP_NRN;A;GEO

Pattern: metacluster_1/pattern_15

Significance: 0.0493231

/

Pattern: metacluster_1/pattern_17

Significance: 0.00170249

Pattern: motif19.motif

Significance: 0.05163290000000001

ES;ZhBTc4;untreated;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.00188658

Pattern: motif21.motif

Significance: 0.00167244

npES;ZHBTC4;doxyc;treat;A;GEO

Pattern: metacluster_0/pattern_15

Significance: 0.00325841

Pattern: motif17.motif

Significance: 0.034130400000000005

ES;JM8.N4;Mitosis;A;GEO

Pattern: metacluster_0/pattern_11

Significance: 0.00196883

Pattern: motif8.motif

Significance: 0.0167459

pMeg;A;En

Pattern: metacluster_1/pattern_15

Significance: 0.000379393

Pattern: motif8.motif

Significance: 0.03878909999999999

MegEP;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.05535509999999999

/

Pattern: metacluster_1/pattern_14

Significance: 0.00375164

Pattern: motif11.motif

Significance: 0.0523664

MegP;A;En

Pattern: metacluster_1/pattern_11

Significance: 0.000217298

/

Pattern: metacluster_1/pattern_16

Significance: 0.0357023

Pattern: motif12.motif

Significance: 0.033528800000000004

pCMP;A;CL

Pattern: metacluster_1/pattern_16

Significance: 0.00234051

Pattern: motif11.motif

Significance: 0.032684

DC;A;En

Pattern: metacluster_1/pattern_11

Significance: 0.00268645

Pattern: motif13.motif

Significance: 0.00164859

ES;ZhBTc4;1;D;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.00303534

/

Pattern: metacluster_1/pattern_20

Significance: 0.0524293

Pattern: motif16.motif

Significance: 0.00675818

ES;ZhBTc4;2;D;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.00353573

/

Pattern: metacluster_1/pattern_19

Significance: 0.0485983

Pattern: motif13.motif

Significance: 0.00183128

ES;D0;D;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.00271337

Pattern: motif9.motif

Significance: 0.008097199999999999

NIH3T3_FBROBLST;D;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.0411945

/

Pattern: metacluster_1/pattern_11

Significance: 0.00125508

Pattern: motif10.motif

Significance: 0.0155629

LVR;8wks;D;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.00269688

Pattern: motif14.motif

Significance: 0.00264016

LNG;8wks;D;GEO

Pattern: metacluster_0/pattern_15

Significance: 0.00105785

Pattern: motif5.motif

Significance: 0.00430977

3134_mammaryADNCRCNM;D;GE

Pattern: metacluster_1/pattern_10

Significance: 0.032983099999999994

/

Pattern: metacluster_1/pattern_13

Significance: 0.0263743

Pattern: motif7.motif

Significance: 0.0479075

wES;WHL_BRN;E14.5;D;GEO

Pattern: metacluster_0/pattern_13

Significance: 0.016128999999999998

Pattern: motif21.motif

Significance: 0.0549446

ES;E14;D;En

Pattern: metacluster_1/pattern_8

Significance: 0.000608921

Pattern: motif19.motif

Significance: 0.0317806

ES;C57BL_6J;R1;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.0007589439999999999

Pattern: motif17.motif

Significance: 0.00791741

NIH3T3_FBROBLST;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.047361

/

Pattern: metacluster_1/pattern_16

Significance: 0.00165284

Pattern: motif13.motif

Significance: 0.010351700000000002

FBRBLST;8wks;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.0367657

/

Pattern: metacluster_1/pattern_13

Significance: 0.00132227

Pattern: motif11.motif

Significance: 0.0500224

3T3-L1;FBRBLST;D;En

Pattern: metacluster_1/pattern_15

Significance: 0.00166103

Pattern: motif9.motif

Significance: 0.05237080000000001

KDNY;P0;D;En

Pattern: metacluster_1/pattern_15

Significance: 0.00100117

Pattern: motif16.motif

Significance: 0.0288176

KDNY;8wks;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.00116597

Pattern: motif10.motif

Significance: 0.00456106

LVR;8wks;D;En

Pattern: metacluster_0/pattern_10

Significance: 0.0025529

Pattern: motif12.motif

Significance: 0.00410787

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

Pattern: metacluster_1/pattern_11

Significance: 0.00201437

Pattern: motif9.motif

Significance: 0.00314128

LVR;P0;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.00349676

Pattern: motif7.motif

Significance: 0.05495359999999999

LNG;P0;D;En

Pattern: metacluster_1/pattern_14

Significance: 0.00144391

Pattern: motif8.motif

Significance: 0.0514247

Heart;8wks;D;En

Pattern: metacluster_0/pattern_7

Significance: 0.039378300000000005

/

Pattern: metacluster_0/pattern_8

Significance: 0.00135962

Pattern: motif8.motif

Significance: 0.00678112

Heart;P0;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.00334884

Pattern: motif7.motif

Significance: 0.025243400000000003

Adipocyte_3T3-L1D;C57BL6;D8;D;En

Pattern: metacluster_1/pattern_6

Significance: 0.00971379

Pattern: motif13.motif

Significance: 0.0383541

Adipose;D;En

Pattern: metacluster_0/pattern_17

Significance: 0.00172546

Pattern: motif15.motif

Significance: 0.030401099999999997

RTN;D1;D;En

Pattern: metacluster_0/pattern_14

Significance: 0.0007148460000000001

Pattern: motif13.motif

Significance: 0.046766300000000004

wES;RTN;E11.5;D;En

Pattern: metacluster_0/pattern_18

Significance: 0.030800599999999997

/

Pattern: metacluster_0/pattern_20

Significance: 0.00334722

Pattern: motif19.motif

Significance: 0.0036031999999999995

CRBLM;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.00235867

Pattern: motif10.motif

Significance: 0.027061500000000002

416B_MP;CD34+;D;En

Pattern: metacluster_1/pattern_15

Significance: 0.0476019

/

Pattern: metacluster_1/pattern_16

Significance: 0.0026146999999999998

Pattern: motif11.motif

Significance: 0.0253386

wES;MSDRM;E11.5;D;En

Pattern: metacluster_0/pattern_16

Significance: 0.00210208

Pattern: motif14.motif

Significance: 0.056207299999999995

Muller;P12;D;En

Pattern: metacluster_1/pattern_17

Significance: 0.0011431

Pattern: motif18.motif

Significance: 0.00819091

Fr_BRN;P0;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.0343522

Pattern: motif22.motif

Significance: 0.0103721

Hnd_BRN;P0;D;En

Pattern: metacluster_1/pattern_14

Significance: 0.003095

Pattern: motif16.motif

Significance: 0.00209366

wES;Hnd_BRN;E14.5;D;En

Pattern: metacluster_0/pattern_16

Significance: 0.00101765

Pattern: motif22.motif

Significance: 0.00514471

wES;Md_BRN;E11.5;D;En

Pattern: metacluster_0/pattern_16

Significance: 0.00107648

Pattern: motif22.motif

Significance: 0.00100083

Md_BRN;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.0313146

/

Pattern: metacluster_1/pattern_16

Significance: 0.00485354

Pattern: motif16.motif

Significance: 0.0500702

wES;WHL_BRN;E14.5;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.058017

Pattern: motif23.motif

Significance: 0.056285400000000006

wES;limb;E14.5;D;En

Pattern: metacluster_1/pattern_15

Significance: 0.00045092

Pattern: motif24.motif

Significance: 0.00327262

wES;Fr_lmb;E11.5;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.022005200000000003

Pattern: motif20.motif

Significance: 0.00372389

wES;Hnd_lmb;E11.5;D;En

Pattern: metacluster_0/pattern_14

Significance: 0.00101991

/

Pattern: metacluster_0/pattern_16

Significance: 0.0449141

Pattern: motif15.motif

Significance: 0.012217

wES;FaceP;E14.5;D;En

Pattern: metacluster_0/pattern_20

Significance: 0.00339657

Pattern: motif18.motif

Significance: 0.05891950000000001

/

Pattern: motif22.motif

Significance: 0.00387841

wES;FaceP;E11.5;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.0417566

/

Pattern: metacluster_1/pattern_13

Significance: 0.0035479999999999995

Pattern: motif13.motif

Significance: 0.016623699999999998

wES;NRL_Tube;E11.5;D;En

Pattern: metacluster_1/pattern_16

Significance: 0.00275273

Pattern: motif16.motif

Significance: 0.0372095

LRG_INTSTN;8wks;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.00243674

/

Pattern: metacluster_1/pattern_12

Significance: 0.04365530000000001

Pattern: motif12.motif

Significance: 0.011186100000000001

STMCH;P0;D;En

Pattern: metacluster_1/pattern_15

Significance: 0.000614238

Pattern: motif10.motif

Significance: 0.0385657

SKLTL_Muscle;8wks;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.00174347

Pattern: motif5.motif

Significance: 0.054361599999999996

Spleen;8wks;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.00309208

Pattern: motif7.motif

Significance: 0.056562400000000006

3134_mammaryADNCRCNM;D;En

Pattern: metacluster_0/pattern_9

Significance: 0.0406222

/

Pattern: metacluster_0/pattern_17

Significance: 0.00046426199999999995

Pattern: motif12.motif

Significance: 0.027411500000000002

416B;HMTP_SPNSN;CD34+;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.00172571

Pattern: motif16.motif

Significance: 0.048767000000000005

CH12.LX;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.049531599999999995

/

Pattern: metacluster_1/pattern_16

Significance: 0.000908889

Pattern: motif12.motif

Significance: 0.014088999999999999

MTR_NRN_MN1;methyl3;D;En

Pattern: metacluster_0/pattern_19

Significance: 0.00451443

Pattern: motif20.motif

Significance: 0.00323432

MN1;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.0478534

Pattern: motif8.motif

Significance: 0.019216900000000002

Unique Cell types only TF-MoDISco finds Tfe3: #143

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: 0.00258064

Absent
NK_SPLND;A;CL

Pattern: metacluster_0/pattern_13

Significance: 0.00242782

Absent
proB;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.000507828

Absent
immatureB;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.0116108

Absent
matureB;A;CL

Pattern: metacluster_0/pattern_7

Significance: 0.0031548

Absent
B1_B;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.0021774999999999997

Absent
GC_B;A;CL

Pattern: metacluster_1/pattern_13

Significance: 0.00365233

Absent
plasmaB;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.000883636

Absent
aB_LPS;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.0032341

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: 0.00226344

Absent
Mast;A;CL

Pattern: metacluster_0/pattern_13

Significance: 0.00162579

Absent
ESNPHL_SPLND_BlbCA;CL

Pattern: metacluster_0/pattern_5

Significance: 0.05919630000000001

Absent
Tfh_LCMV;A;CL

Pattern: metacluster_1/pattern_13

Significance: 0.000678555

Absent
Tfh;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.0010714000000000001

Absent
aNonTfh_mut;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.0372634

/

Pattern: metacluster_1/pattern_10

Significance: 0.00047549800000000003

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: 0.00145575

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

Pattern: metacluster_1/pattern_11

Significance: 0.00134502

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

Pattern: metacluster_1/pattern_10

Significance: 0.00123677

/

Pattern: metacluster_1/pattern_11

Significance: 0.0569477

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: 0.00201827

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

Pattern: metacluster_1/pattern_8

Significance: 0.00265653

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

Pattern: metacluster_1/pattern_11

Significance: 0.00351033

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

Pattern: metacluster_1/pattern_9

Significance: 0.000277425

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

Pattern: metacluster_1/pattern_8

Significance: 0.00146069

Absent
Erythroblast;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00584861

Absent
DP;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.00182954

Absent
DP3b;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00185733

/

Pattern: metacluster_1/pattern_13

Significance: 0.03157

Absent
ES;E14;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.00164201

/

Pattern: metacluster_1/pattern_15

Significance: 0.03284840000000001

Absent
ES;MEF;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.00236822

Absent
SML_INTSTN;A;CL

Pattern: metacluster_0/pattern_7

Significance: 0.032137

Absent
LRG_INTSTN;A;CL

Pattern: metacluster_0/pattern_15

Significance: 0.00277343

Absent
LNG;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.030977499999999998

/

Pattern: metacluster_1/pattern_14

Significance: 0.00389

Absent
Muscle;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.0235258

Absent
Adrenal;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.035548

Absent
PNCRS;A;CL

Pattern: metacluster_0/pattern_2

Significance: 0.053064099999999996

Absent
eye-NRL_RTN;A;CL

Pattern: metacluster_0/pattern_8

Significance: 0.000572496

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: 0.00376989

Absent
BRN;FRNTL_CRTX;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.0310204

Absent
BRN;PTMN;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00205374

Absent
BRN;MDL_OBLNGT;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.0341179

/

Pattern: metacluster_1/pattern_12

Significance: 0.00270959

Absent
BRN;SNSR_MTR_CRTX;A;CL

Pattern: metacluster_1/pattern_15

Significance: 0.00172854

Absent
restingB;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.00279199

Absent
aB;CD180;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.00246947

Absent
LNG_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_16

Significance: 0.00181981

Absent
SHRT_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.0157519

Absent
gamma_delta_TCR_M-S-;A;CL

Pattern: metacluster_0/pattern_11

Significance: 0.00138835

Absent
ILC2precrsr;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.026954099999999998

Absent
NCR+ILC3;A;CL

Pattern: metacluster_1/pattern_15

Significance: 0.00169131

Absent
ILC2_Nippo;A;CL

Pattern: metacluster_1/pattern_16

Significance: 0.000723546

Absent
ILC1;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.0588764

Absent
ILC2;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.00197437

Absent
Th2_nippo;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.022521799999999998

Absent
CH12_QNTPLE;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.00184206

Absent
CLP;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.0019189

Absent
mem_precrsrT_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.0006605630000000001

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

Pattern: metacluster_1/pattern_13

Significance: 0.00253784

Absent
ES;J1;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.00086678

/

Pattern: metacluster_1/pattern_14

Significance: 0.049049800000000005

Absent
ES;E14;A;GEO

Pattern: metacluster_0/pattern_18

Significance: 0.00211977

/

Pattern: metacluster_0/pattern_20

Significance: 0.022287400000000002

Absent
ES;v6.5;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.052000199999999996

Absent
CRBL_GRNL_Precrsr;A;GEO

Pattern: metacluster_0/pattern_13

Significance: 0.00222879

Absent
ILC2+IL33+IL25;A;GEO

Pattern: metacluster_1/pattern_14

Significance: 0.00034534199999999995

Absent
ILC2;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.000698649

Absent
ILC1_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_14

Significance: 0.00182376

Absent
ILC2_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.00429873

Absent
ILC3_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_18

Significance: 0.00123746

Absent
T_LCMV;CD8+;D8;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.0374934

Absent
T_LCMV;CD8+;D33;A;GEO

Pattern: metacluster_1/pattern_14

Significance: 0.000504313

Absent
TEff_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.000936961

Absent
TSLEC_SPLND;CD8+A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.000736298

Absent
naiveT;trnsgncTCR_SV40-I_CD8;A;GEO

Pattern: metacluster_0/pattern_10

Significance: 0.00148473

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: 0.000543587

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

Pattern: metacluster_1/pattern_10

Significance: 0.000420004

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

Pattern: metacluster_1/pattern_13

Significance: 0.00120974

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

Pattern: metacluster_1/pattern_10

Significance: 0.0582369

/

Pattern: metacluster_1/pattern_14

Significance: 0.0008201489999999999

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

Pattern: metacluster_1/pattern_13

Significance: 0.00108321

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

Pattern: metacluster_1/pattern_15

Significance: 0.00143307

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

Pattern: metacluster_0/pattern_13

Significance: 0.000684403

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

Pattern: metacluster_0/pattern_11

Significance: 0.000520851

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

Pattern: metacluster_1/pattern_12

Significance: 0.00119896

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

Pattern: metacluster_1/pattern_14

Significance: 0.00163883

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

Pattern: metacluster_1/pattern_13

Significance: 0.0011095999999999999

Absent
iNKT;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0033639000000000004

Absent
aB;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.00266908

Absent
prePLSM_B;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.0014437999999999999

Absent
preB_BMD;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.00398071

Absent
B;B220_CD43;A;GEO

Pattern: metacluster_1/pattern_20

Significance: 0.0015545

Absent
AML;AE9a;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.0429935

/

Pattern: metacluster_1/pattern_14

Significance: 0.00179156

Absent
DC_LPS;2h;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.001766

Absent
ROD_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.00134432

Absent
ROD_PHT_RCPTR_RTN;A;GEO

Pattern: metacluster_0/pattern_11

Significance: 0.00120389

Absent
BL_CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.0420188

/

Pattern: metacluster_1/pattern_9

Significance: 0.0030664

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

Pattern: metacluster_0/pattern_15

Significance: 0.056418100000000006

/

Pattern: metacluster_0/pattern_17

Significance: 0.000925123

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

Pattern: metacluster_1/pattern_13

Significance: 0.00308343

/

Pattern: metacluster_1/pattern_18

Significance: 0.0494571

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

Pattern: metacluster_0/pattern_17

Significance: 0.00231209

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

Pattern: metacluster_0/pattern_17

Significance: 0.000770465

/

Pattern: metacluster_0/pattern_19

Significance: 0.056642200000000004

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

Pattern: metacluster_0/pattern_16

Significance: 0.035641

/

Pattern: metacluster_0/pattern_18

Significance: 0.00189672

Absent
SKN_EPTHL;A;GEO

Pattern: metacluster_0/pattern_5

Significance: 0.0318831

Absent
BCK_SKN;A;GEO

Pattern: metacluster_0/pattern_15

Significance: 0.0451099

/

Pattern: metacluster_0/pattern_20

Significance: 0.000469875

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

Pattern: metacluster_0/pattern_9

Significance: 0.037412

/

Pattern: metacluster_0/pattern_14

Significance: 0.00159833

Absent
NPC;F129;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0293393

/

Pattern: metacluster_1/pattern_15

Significance: 0.00223364

Absent
NPC;mE6;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.025671199999999998

Absent
ePyramidal_NRN;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0277652

Absent
iPV_NRN;A;GEO

Pattern: metacluster_1/pattern_16

Significance: 0.000232434

Absent
eCortical_NRN;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0260127

Absent
G_NRN_P;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0351788

/

Pattern: metacluster_1/pattern_12

Significance: 0.000703822

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

Pattern: metacluster_0/pattern_9

Significance: 0.0008051089999999999

Absent
ThMS_MEC;Aire++;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.030776400000000002

/

Pattern: metacluster_1/pattern_14

Significance: 0.000720521

Absent
Corticotrope;A;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.049957800000000004

Absent
Melanotrope;A;GEO

Pattern: metacluster_0/pattern_11

Significance: 0.024896400000000003

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

Pattern: metacluster_1/pattern_13

Significance: 0.0011937

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

Pattern: metacluster_0/pattern_11

Significance: 0.000687474

Absent
Mammary_BptfKO;A;GEO

Pattern: metacluster_0/pattern_15

Significance: 0.0026805999999999996

Absent
EPP;A;En

Pattern: metacluster_1/pattern_11

Significance: 0.0045453

Absent
pErythroblast;A;En

Pattern: metacluster_1/pattern_12

Significance: 0.00562196

Absent
DC_LPS;4h;A;En

Pattern: metacluster_1/pattern_13

Significance: 0.0011815999999999999

Absent
T_SPLND_blstCLTRD;CD4+;D;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.03800680000000001

/

Pattern: metacluster_1/pattern_9

Significance: 0.0017487000000000002

Absent
naiveT_SPLND;CD4+;D;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.000885925

Absent
apCD4Eff;D;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.0016954999999999997

Absent
416B_MP;CD34+;D;GEO

Pattern: metacluster_1/pattern_14

Significance: 0.0022379

Absent
WHL_BRN;8wks;D;GEO

Pattern: metacluster_1/pattern_15

Significance: 0.00262877

Absent
ES;129S1_SVImJ_CJ7;D;En

Pattern: metacluster_1/pattern_6

Significance: 0.00229307

Absent
LNG;8wks;D;En

Pattern: metacluster_0/pattern_11

Significance: 0.00115418

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

Pattern: metacluster_1/pattern_9

Significance: 0.0320436

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

Pattern: metacluster_1/pattern_14

Significance: 0.00146853

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

Pattern: metacluster_1/pattern_11

Significance: 0.00217615

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

Pattern: metacluster_0/pattern_12

Significance: 0.00247386

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

Pattern: metacluster_0/pattern_18

Significance: 0.00124756

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

Pattern: metacluster_0/pattern_17

Significance: 0.0343077

/

Pattern: metacluster_0/pattern_18

Significance: 0.00392303

Absent
WHL_BRN;8wks;D;En

Pattern: metacluster_1/pattern_13

Significance: 0.0007960360000000001

Absent
wES;Telenchephalon;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.0490285

/

Pattern: metacluster_1/pattern_14

Significance: 0.00096337

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

Pattern: metacluster_0/pattern_19

Significance: 0.00173849

Absent
AML;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.0490325

/

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: 0.00352829

/

Pattern: metacluster_1/pattern_14

Significance: 0.0557604

Absent
MEL_Znc_di-cl;24h;D;En

Pattern: metacluster_1/pattern_22

Significance: 0.00262038

/

Pattern: metacluster_1/pattern_26

Significance: 0.0453777

Absent
NIH3T3;D;En

Pattern: metacluster_1/pattern_13

Significance: 0.00158363

Absent
3T3-L1;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.0441912

/

Pattern: metacluster_1/pattern_20

Significance: 0.00353337

Absent
Unique Cell types only Homer finds Tfe3: #3

Cell typeModiscoHomer
A20;B-lymphoma;D;EnAbsent

Pattern: motif13.motif

Significance: 0.0173767

/

Pattern: motif17.motif

Significance: 0.0479435

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

Pattern: motif19.motif

Significance: 0.00796408

Treg;CD4+_CD25+;D;GEOAbsent

Pattern: motif15.motif

Significance: 0.00554399