In [1]:
# Parameters
data_name = "Spdef"
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 11:37:18,561 [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)
Spdef: Motif: M00159_2.00



Forward PWM

Reverse PWM

Shared Cell types both TF-MoDISco and Homer finds Spdef: #161

Cell typeModiscoHomer
MPP;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.031863

/

Pattern: metacluster_1/pattern_20

Significance: 0.044834

Pattern: motif2.motif

Significance: 0.0251919

naiveCD8;A;CL

Pattern: metacluster_0/pattern_0

Significance: 0.024041099999999996

Pattern: motif2.motif

Significance: 0.027137

memT;CD4+;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.026232400000000003

Pattern: motif2.motif

Significance: 0.0076027

Th17;CD4+;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.027698400000000005

Pattern: motif2.motif

Significance: 0.014053200000000002

NK_SPLND;A;CL

Pattern: metacluster_0/pattern_0

Significance: 0.0217724

Pattern: motif1.motif

Significance: 0.00591445

preB;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.00833159

Pattern: motif2.motif

Significance: 0.0192884

immatureB;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0165993

Pattern: motif2.motif

Significance: 0.0102367

matureB;A;CL

Pattern: metacluster_0/pattern_0

Significance: 0.015364500000000001

Pattern: motif2.motif

Significance: 0.0110522

MZ_B;A;CL

Pattern: metacluster_1/pattern_13

Significance: 0.0570265

Pattern: motif2.motif

Significance: 0.0388399

B1_B;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.023571599999999998

Pattern: motif2.motif

Significance: 0.011244

GC_B;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.011327799999999999

Pattern: motif2.motif

Significance: 0.024234799999999997

plasmaB;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.0243766

Pattern: motif5.motif

Significance: 0.028180400000000005

aB_LPS;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.011977400000000001

Pattern: motif3.motif

Significance: 0.011654000000000001

aB_LPS+IL4;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0113325

Pattern: motif3.motif

Significance: 0.0119819

aB_LPS+IL21;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.04890030000000001

Pattern: motif3.motif

Significance: 0.00919782

aB_LSP+a_d_dextran;A;CL

Pattern: metacluster_0/pattern_0

Significance: 0.0061963999999999995

Pattern: motif3.motif

Significance: 0.022699

aB_CD40+IL4;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.00379377

Pattern: motif3.motif

Significance: 0.00742117

Mast;A;CL

Pattern: metacluster_0/pattern_0

Significance: 0.014886400000000001

Pattern: motif1.motif

Significance: 0.0206503

BSPHL;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.028347700000000003

Pattern: motif2.motif

Significance: 0.027543

ESNPHL_ex-vivo_BlbC;A;CL

Pattern: metacluster_0/pattern_0

Significance: 0.00515108

Pattern: motif2.motif

Significance: 0.0210896

ESNPHL_SPLND_BlbCA;CL

Pattern: metacluster_0/pattern_0

Significance: 0.0126712

Pattern: motif2.motif

Significance: 0.0196928

NTRPHL;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.035459899999999996

Pattern: motif1.motif

Significance: 0.0249797

Tfh;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.0299308

Pattern: motif3.motif

Significance: 0.00280736

Tfh_mut;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0520385

Pattern: motif3.motif

Significance: 0.025357499999999998

aNonTfh;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.015313499999999999

Pattern: motif2.motif

Significance: 0.011665700000000001

aNonTfh_mut;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.0160529

Pattern: motif2.motif

Significance: 0.0221252

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

Pattern: metacluster_1/pattern_0

Significance: 0.0115505

Pattern: motif3.motif

Significance: 0.0180773

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

Pattern: metacluster_1/pattern_2

Significance: 0.0104116

Pattern: motif2.motif

Significance: 0.0207516

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

Pattern: metacluster_1/pattern_0

Significance: 0.016416999999999998

Pattern: motif2.motif

Significance: 0.01105

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

Pattern: metacluster_1/pattern_0

Significance: 0.0220193

Pattern: motif2.motif

Significance: 0.04372519999999999

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

Pattern: metacluster_1/pattern_1

Significance: 0.020929800000000002

Pattern: motif2.motif

Significance: 0.0225794

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

Pattern: metacluster_1/pattern_1

Significance: 0.040015800000000004

Pattern: motif2.motif

Significance: 0.00626285

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

Pattern: metacluster_1/pattern_0

Significance: 0.0340033

Pattern: motif1.motif

Significance: 0.00797986

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

Pattern: metacluster_1/pattern_0

Significance: 0.0193079

Pattern: motif2.motif

Significance: 0.019817599999999998

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

Pattern: metacluster_1/pattern_0

Significance: 0.018027

Pattern: motif2.motif

Significance: 0.054351699999999996

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

Pattern: metacluster_1/pattern_1

Significance: 0.0318334

Pattern: motif2.motif

Significance: 0.00543574

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

Pattern: metacluster_1/pattern_0

Significance: 0.0519779

Pattern: motif2.motif

Significance: 0.0174552

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

Pattern: metacluster_1/pattern_0

Significance: 0.0249879

Pattern: motif2.motif

Significance: 0.0299113

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

Pattern: metacluster_1/pattern_0

Significance: 0.0359184

Pattern: motif2.motif

Significance: 0.00735954

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

Pattern: metacluster_1/pattern_0

Significance: 0.0172521

Pattern: motif2.motif

Significance: 0.0244959

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

Pattern: metacluster_1/pattern_0

Significance: 0.0304322

Pattern: motif2.motif

Significance: 0.0102563

Erythroblast;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.020094499999999998

Pattern: motif3.motif

Significance: 0.019949

DP;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.035203899999999996

Pattern: motif2.motif

Significance: 0.0196548

ES;MEF;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.028506599999999997

Pattern: motif8.motif

Significance: 0.00939567

SML_INTSTN;A;CL

Pattern: metacluster_0/pattern_1

Significance: 0.0222142

Pattern: motif4.motif

Significance: 0.00833832

LRG_INTSTN;A;CL

Pattern: metacluster_0/pattern_3

Significance: 0.00558237

/

Pattern: metacluster_0/pattern_4

Significance: 0.010580599999999999

Pattern: motif4.motif

Significance: 0.0284673

LNG;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.00510458

Pattern: motif5.motif

Significance: 0.0108624

Heart;D;En

Pattern: metacluster_0/pattern_0

Significance: 0.011521700000000001

Pattern: motif5.motif

Significance: 0.026907900000000002

Mammary;A;CL

Pattern: metacluster_0/pattern_0

Significance: 0.039050699999999994

Pattern: motif4.motif

Significance: 0.022966900000000002

testis;A;CL

Pattern: metacluster_0/pattern_1

Significance: 0.030483499999999997

Pattern: motif3.motif

Significance: 0.016884

placenta;A;CL

Pattern: metacluster_0/pattern_4

Significance: 0.0184272

Pattern: motif5.motif

Significance: 0.0129476

SPNL_CHRD;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.0164274

Pattern: motif5.motif

Significance: 0.0132362

STMCH;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.029104

Pattern: motif4.motif

Significance: 0.0132037

PNCRS;A;CL

Pattern: metacluster_0/pattern_1

Significance: 0.013461700000000002

Pattern: motif4.motif

Significance: 0.00481141

BRN;CRBLM;A;CL

Pattern: metacluster_0/pattern_4

Significance: 0.05524640000000001

Pattern: motif5.motif

Significance: 0.0365577

restingB;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.0049218000000000005

Pattern: motif3.motif

Significance: 0.00908761

aB;CD180;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.00828806

Pattern: motif3.motif

Significance: 0.0422293

LNG_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.013430700000000002

Pattern: motif3.motif

Significance: 0.0149194

SHRT_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.031144400000000003

Pattern: motif2.motif

Significance: 0.010581299999999998

gamma_delta_TCR;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.00592503

Pattern: motif2.motif

Significance: 0.0232322

gamma_delta_TCR_MCR;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.028719099999999997

Pattern: motif2.motif

Significance: 0.0181868

gamma_delta_TCR_M-S-;A;CL

Pattern: metacluster_0/pattern_0

Significance: 0.0189817

Pattern: motif2.motif

Significance: 0.0405728

NK;IL2+IL12+;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0276238

Pattern: motif1.motif

Significance: 0.0334874

ILC2precrsr;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.0210907

Pattern: motif2.motif

Significance: 0.035889599999999994

NCR+ILC3;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0435881

Pattern: motif2.motif

Significance: 0.00930467

ILC2_Nippo;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.020297700000000002

Pattern: motif2.motif

Significance: 0.0397352

ILC1;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.032963400000000004

Pattern: motif2.motif

Significance: 0.0213016

NCR+ILC3+IL23;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0479772

Pattern: motif2.motif

Significance: 0.0139849

ILC2;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0428426

Pattern: motif2.motif

Significance: 0.0326621

Th2_nippo;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.023099599999999998

Pattern: motif2.motif

Significance: 0.055695299999999996

aB_LPS+IL4_24h;A;CL

Pattern: metacluster_0/pattern_1

Significance: 0.056470299999999994

Pattern: motif1.motif

Significance: 0.0234305

aB_LPS+IL4+Oligomycin_24h;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.0378473

Pattern: motif3.motif

Significance: 0.0227675

CH12_QNTPLE;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.00307509

Pattern: motif2.motif

Significance: 0.0184923

wCH12;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.00942659

Pattern: motif3.motif

Significance: 0.021009200000000002

CH12;med14;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0108871

Pattern: motif1.motif

Significance: 0.00675202

wCH12_drug;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.0203947

Pattern: motif2.motif

Significance: 0.0257925

mem_precrsrT_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.0260488

Pattern: motif2.motif

Significance: 0.0198745

NTRPHL;A;GEO

Pattern: metacluster_0/pattern_0

Significance: 0.0493484

Pattern: motif2.motif

Significance: 0.010894

ES;E14;A;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.029633499999999997

Pattern: motif10.motif

Significance: 0.0126546

ILC2+IL33+IL25;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.024015900000000003

Pattern: motif2.motif

Significance: 0.0200405

ILC1;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.0497154

Pattern: motif2.motif

Significance: 0.0292988

ILC2;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.0219971

Pattern: motif2.motif

Significance: 0.020999599999999997

ILC3;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.030605599999999997

Pattern: motif2.motif

Significance: 0.029694099999999998

ILC1_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.015374200000000001

Pattern: motif2.motif

Significance: 0.00917927

ILC3_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.040327499999999995

Pattern: motif2.motif

Significance: 0.0308882

naiveT;CD8+;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.022017500000000002

Pattern: motif2.motif

Significance: 0.0495925

T_LCMV;CD8+;D8;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.0336995

Pattern: motif2.motif

Significance: 0.0135599

T_LCMV;CD8+;D33;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.02386

Pattern: motif2.motif

Significance: 0.00761665

T_LCMV;CD8+;D35;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.0272324

Pattern: motif2.motif

Significance: 0.00971787

TEff_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.022224599999999997

Pattern: motif2.motif

Significance: 0.015083000000000001

TExh_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.0290661

Pattern: motif2.motif

Significance: 0.0319401

TSLEC_SPLND;CD8+A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.044480599999999995

/

Pattern: metacluster_1/pattern_16

Significance: 0.018672099999999997

Pattern: motif2.motif

Significance: 0.0147125

naiveT;trnsgncTCR_SV40-I_CD8;A;GEO

Pattern: metacluster_0/pattern_1

Significance: 0.03711880000000001

Pattern: motif2.motif

Significance: 0.027817900000000003

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

Pattern: metacluster_1/pattern_1

Significance: 0.03709369999999999

Pattern: motif2.motif

Significance: 0.00756307

cntrl_memT;TCR_SV40-I_CD8+;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.047932

Pattern: motif2.motif

Significance: 0.0224747

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

Pattern: metacluster_1/pattern_1

Significance: 0.029836099999999997

Pattern: motif2.motif

Significance: 0.0399732

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

Pattern: metacluster_1/pattern_1

Significance: 0.0192622

Pattern: motif2.motif

Significance: 0.00765449

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

Pattern: metacluster_1/pattern_1

Significance: 0.0577971

Pattern: motif2.motif

Significance: 0.00637392

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

Pattern: metacluster_1/pattern_1

Significance: 0.0442265

Pattern: motif2.motif

Significance: 0.015659799999999998

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

Pattern: metacluster_0/pattern_1

Significance: 0.036423500000000004

Pattern: motif2.motif

Significance: 0.0149713

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

Pattern: metacluster_1/pattern_1

Significance: 0.0354548

Pattern: motif2.motif

Significance: 0.0422418

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

Pattern: metacluster_0/pattern_1

Significance: 0.0327418

Pattern: motif2.motif

Significance: 0.05550019999999999

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

Pattern: metacluster_1/pattern_1

Significance: 0.0381815

Pattern: motif2.motif

Significance: 0.016842799999999998

iNKT;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.057298699999999994

Pattern: motif2.motif

Significance: 0.043582499999999996

aB;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.0137194

Pattern: motif2.motif

Significance: 0.012777

prePLSM_B;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.00876265

Pattern: motif2.motif

Significance: 0.0155977

B_SPLND;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.00924612

/

Pattern: metacluster_1/pattern_18

Significance: 0.036483999999999996

Pattern: motif2.motif

Significance: 0.013286500000000001

preB_BMD;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.0261742

Pattern: motif2.motif

Significance: 0.0422469

B;B220_CD43;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.03145

/

Pattern: metacluster_1/pattern_8

Significance: 0.028268599999999998

Pattern: motif2.motif

Significance: 0.042743199999999995

MCRPHG_BMD.LPD_Stmltd;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.0169155

Pattern: motif1.motif

Significance: 0.025979000000000002

Erythroid;Ter119+;A;GEO

Pattern: metacluster_0/pattern_2

Significance: 0.017059900000000003

Pattern: motif3.motif

Significance: 0.012552200000000001

AML;AE9a;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.009056999999999999

Pattern: motif2.motif

Significance: 0.00372414

ROD_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.018991099999999997

Pattern: motif6.motif

Significance: 0.046892500000000004

BL_CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.0114266

Pattern: motif8.motif

Significance: 0.019481099999999998

CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.0583467

Pattern: motif10.motif

Significance: 0.036077

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

Pattern: metacluster_0/pattern_7

Significance: 0.0346205

Pattern: motif11.motif

Significance: 0.037538699999999994

npES;posterior_delC;E8.5;A;GEO

Pattern: metacluster_0/pattern_11

Significance: 0.015540799999999999

Pattern: motif10.motif

Significance: 0.040126499999999996

SKN_EPTHL;A;GEO

Pattern: metacluster_0/pattern_7

Significance: 0.027090499999999997

Pattern: motif12.motif

Significance: 0.0456304

wES;GRM;E16.5;A;GEO

Pattern: metacluster_0/pattern_7

Significance: 0.026119200000000002

Pattern: motif6.motif

Significance: 0.0385652

EPP;A;En

Pattern: metacluster_1/pattern_3

Significance: 0.012159399999999999

Pattern: motif3.motif

Significance: 0.040006099999999996

MegEP;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.0317432

Pattern: motif7.motif

Significance: 0.0290513

pErythroblast;A;En

Pattern: metacluster_1/pattern_2

Significance: 0.0485333

Pattern: motif3.motif

Significance: 0.026417700000000002

MegP;A;En

Pattern: metacluster_1/pattern_5

Significance: 0.043238900000000004

Pattern: motif8.motif

Significance: 0.0493163

ES;ZhBTc4;2;D;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.029773599999999997

Pattern: motif9.motif

Significance: 0.039983

NIH3T3_FBROBLST;D;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.0324298

Pattern: motif14.motif

Significance: 0.019549599999999997

LNG;8wks;D;GEO

Pattern: metacluster_0/pattern_1

Significance: 0.0450884

Pattern: motif4.motif

Significance: 0.0103524

T_SPLND_blstCLTRD;CD4+;D;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.032463599999999995

Pattern: motif1.motif

Significance: 0.0229003

naiveT_SPLND;CD4+;D;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.0199188

Pattern: motif2.motif

Significance: 0.0112656

apCD4Eff;D;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.031112400000000002

Pattern: motif2.motif

Significance: 0.0313682

apTreg;D;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.043557099999999994

Pattern: motif2.motif

Significance: 0.0421949

416B_MP;CD34+;D;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.016314600000000002

Pattern: motif2.motif

Significance: 0.00622369

KDNY;8wks;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.0132696

Pattern: motif6.motif

Significance: 0.00822111

LVR;8wks;D;En

Pattern: metacluster_0/pattern_8

Significance: 0.0104053

Pattern: motif11.motif

Significance: 0.05355369999999999

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

Pattern: metacluster_1/pattern_3

Significance: 0.0229442

Pattern: motif5.motif

Significance: 0.043548800000000006

LVR;P0;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.00338762

Pattern: motif3.motif

Significance: 0.0378469

LNG;8wks;D;En

Pattern: metacluster_0/pattern_0

Significance: 0.00504199

Pattern: motif6.motif

Significance: 0.013123500000000001

LNG;P0;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.017662599999999997

Pattern: motif3.motif

Significance: 0.015306

wES;LNG;E14.5;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.016263

Pattern: motif16.motif

Significance: 0.007171800000000001

Heart;8wks;D;En

Pattern: metacluster_0/pattern_2

Significance: 0.0125784

Pattern: motif4.motif

Significance: 0.00977515

Heart;P0;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.0191055

Pattern: motif4.motif

Significance: 0.0368866

wES;RTN;E11.5;D;En

Pattern: metacluster_0/pattern_10

Significance: 0.028314299999999997

Pattern: motif10.motif

Significance: 0.0435272

CRBLM;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.0159563

Pattern: motif7.motif

Significance: 0.0563806

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

Pattern: metacluster_1/pattern_3

Significance: 0.0411795

Pattern: motif3.motif

Significance: 0.0576961

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

Pattern: metacluster_1/pattern_1

Significance: 0.051270500000000004

Pattern: motif2.motif

Significance: 0.0470215

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

Pattern: metacluster_1/pattern_4

Significance: 0.029284300000000003

Pattern: motif4.motif

Significance: 0.0375619

416B_MP;CD34+;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.014212700000000002

Pattern: motif2.motif

Significance: 0.036593099999999996

Fr_BRN;P0;D;En

Pattern: metacluster_1/pattern_9

Significance: 0.0337696

Pattern: motif13.motif

Significance: 0.0180354

wES;limb;E11.5;D;En

Pattern: metacluster_0/pattern_4

Significance: 0.0145351

Pattern: motif20.motif

Significance: 0.00958048

wES;FaceP;E11.5;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.0168173

Pattern: motif7.motif

Significance: 0.054980499999999995

LRG_INTSTN;8wks;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.030693099999999997

Pattern: motif5.motif

Significance: 0.00845799

STMCH;P0;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.016235299999999998

Pattern: motif4.motif

Significance: 0.0168715

SKLTL_Muscle;8wks;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.033476

Pattern: motif8.motif

Significance: 0.0120169

Spleen;8wks;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.0186396

Pattern: motif2.motif

Significance: 0.00573451

3134_mammaryADNCRCNM;D;En

Pattern: metacluster_0/pattern_4

Significance: 0.0111626

Pattern: motif4.motif

Significance: 0.014638499999999999

416B;HMTP_SPNSN;CD34+;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.0131912

Pattern: motif2.motif

Significance: 0.0120776

AML;D;En

Pattern: metacluster_1/pattern_6

Significance: 0.0113352

Pattern: motif1.motif

Significance: 0.0424719

CH12.LX;D;En

Pattern: metacluster_1/pattern_9

Significance: 0.0164845

Pattern: motif2.motif

Significance: 0.00542866

MEF.GATA-1-ER;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.015985

Pattern: motif2.motif

Significance: 0.042473800000000006

NIH3T3;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.0399417

Pattern: motif11.motif

Significance: 0.0138989

MTR_NRN_MN1;methyl3;D;En

Pattern: metacluster_0/pattern_2

Significance: 0.00768623

Pattern: motif11.motif

Significance: 0.0490702

MN1;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.015267900000000001

Pattern: motif5.motif

Significance: 0.0230027

Unique Cell types only TF-MoDISco finds Spdef: #96

Cell typeModiscoHomer
ISP;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0228862

Absent
ES;E14;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.00854378

Absent
Muscle;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.0188602

Absent
Adrenal;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.0474719

Absent
eye-NRL_RTN;A;CL

Pattern: metacluster_0/pattern_3

Significance: 0.027813

Absent
NRV;Eye-OPTC;A;CL

Pattern: metacluster_0/pattern_6

Significance: 0.01739

Absent
BRN;OLFTRY_BLB;A;CL

Pattern: metacluster_0/pattern_4

Significance: 0.0308754

Absent
BRN;FRNTL_CRTX;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.0454214

Absent
BRN;PTMN;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.0228929

Absent
BRN;MDL_OBLNGT;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.027912700000000002

Absent
BRN;SNSR_MTR_CRTX;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.0217574

Absent
CLP;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.0327754

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

Pattern: metacluster_1/pattern_0

Significance: 0.039523800000000005

Absent
ES;J1;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.0314392

Absent
ES;F1216;A;GEO

Pattern: metacluster_0/pattern_5

Significance: 0.0351514

Absent
ES;129SV_Jae_C57BL6J;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.026917700000000003

Absent
ES;v6.5;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.0294209

Absent
Mammary_GLND;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.0276939

Absent
RTN;A;GEO

Pattern: metacluster_0/pattern_4

Significance: 0.039437900000000005

Absent
CRBL_GRNL_Precrsr;A;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.012991899999999999

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

Pattern: metacluster_1/pattern_1

Significance: 0.037982800000000004

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

Pattern: metacluster_1/pattern_1

Significance: 0.0345805

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

Pattern: metacluster_1/pattern_1

Significance: 0.0446674

Absent
DC_LPS;6h;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.0577409

Absent
DC_LPS;2h;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.018899000000000003

Absent
ENDRM_ESD;A;GEO

Pattern: metacluster_1/pattern_15

Significance: 0.0472405

Absent
ROD_PHT_RCPTR_RTN;A;GEO

Pattern: metacluster_0/pattern_3

Significance: 0.0195553

Absent
GCN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.027915199999999998

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

Pattern: metacluster_0/pattern_5

Significance: 0.0161203

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

Pattern: metacluster_0/pattern_15

Significance: 0.0249294

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

Pattern: metacluster_0/pattern_8

Significance: 0.0249386

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

Pattern: metacluster_1/pattern_6

Significance: 0.0572112

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

Pattern: metacluster_0/pattern_11

Significance: 0.014151599999999999

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

Pattern: metacluster_0/pattern_10

Significance: 0.025767099999999998

/

Pattern: metacluster_0/pattern_22

Significance: 0.045279900000000005

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

Pattern: metacluster_0/pattern_9

Significance: 0.025375599999999998

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

Pattern: metacluster_1/pattern_8

Significance: 0.0217301

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

Pattern: metacluster_0/pattern_8

Significance: 0.0304425

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

Pattern: metacluster_0/pattern_9

Significance: 0.011713600000000001

Absent
BCK_SKN;A;GEO

Pattern: metacluster_0/pattern_10

Significance: 0.0381101

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

Pattern: metacluster_0/pattern_3

Significance: 0.0232317

Absent
NPC;F129;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.0168272

Absent
NPC;G4;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.0179105

Absent
NPC;Ch13;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.0168665

Absent
NPC;mE6;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.025281799999999997

Absent
ePyramidal_NRN;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.0276712

Absent
iPV_NRN;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.028952999999999996

Absent
iVIP_NRN;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.0424221

Absent
eCortical_NRN;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.0213704

Absent
G_NRN_P;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.0312084

Absent
ThMS_MEC;Aire++;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.0241299

Absent
Corticotrope;A;GEO

Pattern: metacluster_0/pattern_3

Significance: 0.03188

Absent
Melanotrope;A;GEO

Pattern: metacluster_0/pattern_3

Significance: 0.0160958

Absent
ES;ZhBTc4;untreated;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.0218759

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

Pattern: metacluster_0/pattern_11

Significance: 0.0264237

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

Pattern: metacluster_1/pattern_8

Significance: 0.0246565

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

Pattern: metacluster_0/pattern_5

Significance: 0.0148056

Absent
Mammary_BptfKO;A;GEO

Pattern: metacluster_0/pattern_4

Significance: 0.0218376

Absent
pMeg;A;En

Pattern: metacluster_1/pattern_5

Significance: 0.0195271

Absent
DC_LPS;4h;A;En

Pattern: metacluster_1/pattern_9

Significance: 0.027694999999999997

Absent
pGMP;A;En

Pattern: metacluster_1/pattern_7

Significance: 0.013443799999999999

Absent
DC;A;En

Pattern: metacluster_1/pattern_10

Significance: 0.014274799999999999

Absent
ES;ZhBTc4;1;D;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.0245798

Absent
ES;D0;D;GEO

Pattern: metacluster_0/pattern_4

Significance: 0.0215496

Absent
LVR;8wks;D;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.012986099999999999

Absent
3134_mammaryADNCRCNM;D;GE

Pattern: metacluster_1/pattern_5

Significance: 0.022544799999999997

Absent
WHL_BRN;8wks;D;GEO

Pattern: metacluster_1/pattern_14

Significance: 0.0140262

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

Pattern: metacluster_0/pattern_10

Significance: 0.0377866

Absent
ES;E14;D;En

Pattern: metacluster_1/pattern_9

Significance: 0.0406033

/

Pattern: metacluster_1/pattern_21

Significance: 0.0305691

Absent
ES;C57BL_6J;R1;D;En

Pattern: metacluster_1/pattern_6

Significance: 0.028745499999999997

Absent
NIH3T3_FBROBLST;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.011148

Absent
FBRBLST;8wks;D;En

Pattern: metacluster_1/pattern_4

Significance: 0.0182033

Absent
3T3-L1;FBRBLST;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.010465899999999998

Absent
KDNY;P0;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.0220571

Absent
Adipocyte_3T3-L1D;C57BL6;D8;D;En

Pattern: metacluster_1/pattern_4

Significance: 0.0116025

Absent
Adipose;D;En

Pattern: metacluster_0/pattern_12

Significance: 0.0319946

Absent
RTN;D1;D;En

Pattern: metacluster_0/pattern_9

Significance: 0.028765600000000002

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

Pattern: metacluster_0/pattern_10

Significance: 0.0126081

Absent
Muller;P12;D;En

Pattern: metacluster_1/pattern_9

Significance: 0.00463505

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

Pattern: metacluster_0/pattern_6

Significance: 0.0212457

Absent
Hnd_BRN;P0;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.0317947

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

Pattern: metacluster_0/pattern_11

Significance: 0.0406746

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

Pattern: metacluster_0/pattern_10

Significance: 0.030042900000000004

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

Pattern: metacluster_0/pattern_14

Significance: 0.0246836

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

Pattern: metacluster_0/pattern_11

Significance: 0.0347327

Absent
Md_BRN;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.0185727

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

Pattern: metacluster_1/pattern_12

Significance: 0.0220248

Absent
WHL_BRN;8wks;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.00405263

Absent
wES;Telenchephalon;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.0214429

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

Pattern: metacluster_1/pattern_6

Significance: 0.0433148

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

Pattern: metacluster_1/pattern_2

Significance: 0.0140635

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

Pattern: metacluster_0/pattern_5

Significance: 0.0194188

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

Pattern: metacluster_0/pattern_13

Significance: 0.0261513

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

Pattern: metacluster_1/pattern_19

Significance: 0.0214133

Absent
MEL;D;En

Pattern: metacluster_1/pattern_6

Significance: 0.0327855

Absent
MEL_Znc_di-cl;24h;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.017927000000000002

Absent
3T3-L1;D;En

Pattern: metacluster_1/pattern_4

Significance: 0.00872094

Absent
Unique Cell types only Homer finds Spdef: #17

Cell typeModiscoHomer
Teff;TCR_SV40-I_CD8+;D5;A;GEOAbsent

Pattern: motif2.motif

Significance: 0.0331413

pCMP;A;CLAbsent

Pattern: motif2.motif

Significance: 0.0134665

proB;A;CLAbsent

Pattern: motif3.motif

Significance: 0.0222485

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

Pattern: motif2.motif

Significance: 0.04981409999999999

A20;B-lymphoma;D;EnAbsent

Pattern: motif2.motif

Significance: 0.013112

MCRPHG_BMD.UnStmltd;A;GEOAbsent

Pattern: motif1.motif

Significance: 0.00849332

DP3a;A;CLAbsent

Pattern: motif2.motif

Significance: 0.0286579

DP3b;A;CLAbsent

Pattern: motif2.motif

Significance: 0.00966366

ILC2_AbxGRMFree;A;GEOAbsent

Pattern: motif2.motif

Significance: 0.0239399

Treg;CD4+_CD25+;D;GEOAbsent

Pattern: motif2.motif

Significance: 0.00592773

immatureB_SPLND;CD43-_CD11b-;D;GEOAbsent

Pattern: motif3.motif

Significance: 0.015265299999999999

apTreg;8wk;D;EnAbsent

Pattern: motif3.motif

Significance: 0.040258999999999996

immatureB_SPLND;CD43-_CD11b-;D;EnAbsent

Pattern: motif2.motif

Significance: 0.00763578

Tfh_LCMV;A;CLAbsent

Pattern: motif2.motif

Significance: 0.0541481

ES;129S1_SVImJ_CJ7;D;EnAbsent

Pattern: motif10.motif

Significance: 0.036770599999999994

Adipose;A;CLAbsent

Pattern: motif3.motif

Significance: 0.0105346

ES;JM8.N4;Mitosis;A;GEOAbsent

Pattern: motif5.motif

Significance: 0.013350200000000001