In [1]:
# Parameters
data_name = "E2f1"
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 11:02:02,356 [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)
E2f1: Motif: M09041_2.00



Forward PWM

Reverse PWM

Shared Cell types both TF-MoDISco and Homer finds E2f1: #180

Cell typeModiscoHomer
MPP;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0128886

Pattern: motif4.motif

Significance: 0.0585737

naiveCD8;A;CL

Pattern: metacluster_0/pattern_2

Significance: 0.0100637

Pattern: motif3.motif

Significance: 0.036418900000000004

memT;CD4+;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0502919

Pattern: motif3.motif

Significance: 0.037506

Th17;CD4+;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0120362

Pattern: motif3.motif

Significance: 0.00251406

proB;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.056875800000000004

/

Pattern: metacluster_1/pattern_2

Significance: 0.019514700000000003

Pattern: motif2.motif

Significance: 0.0407081

preB;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0220925

Pattern: motif3.motif

Significance: 0.0467227

immatureB;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.0122176

/

Pattern: metacluster_1/pattern_16

Significance: 0.0194707

Pattern: motif3.motif

Significance: 0.0566849

matureB;A;CL

Pattern: metacluster_0/pattern_2

Significance: 0.010630200000000001

Pattern: motif3.motif

Significance: 0.00418418

MZ_B;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.046656

Pattern: motif3.motif

Significance: 0.0533774

GC_B;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.025913400000000003

Pattern: motif3.motif

Significance: 0.00420704

plasmaB;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.027569599999999996

Pattern: motif4.motif

Significance: 0.00122365

aB_LPS;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.021005700000000002

Pattern: motif2.motif

Significance: 0.05904349999999999

aB_LPS+IL4;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.013247899999999998

Pattern: motif2.motif

Significance: 0.00295293

aB_CD40+IL4;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0185009

/

Pattern: metacluster_1/pattern_15

Significance: 0.034556699999999996

Pattern: motif2.motif

Significance: 0.05619640000000001

Mast;A;CL

Pattern: metacluster_0/pattern_2

Significance: 0.033620599999999994

Pattern: motif3.motif

Significance: 0.00122992

BSPHL;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.016180299999999998

Pattern: motif5.motif

Significance: 0.00295316

ESNPHL_ex-vivo_BlbC;A;CL

Pattern: metacluster_0/pattern_1

Significance: 0.018765999999999998

Pattern: motif1.motif

Significance: 0.0402082

Tfh_LCMV;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.015840200000000002

/

Pattern: metacluster_1/pattern_19

Significance: 0.0516016

Pattern: motif3.motif

Significance: 0.05743380000000001

Tfh;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0158489

/

Pattern: metacluster_1/pattern_17

Significance: 0.027294299999999997

Pattern: motif2.motif

Significance: 0.00456272

aNonTfh;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.013030400000000001

Pattern: motif3.motif

Significance: 0.047065499999999996

aNonTfh_mut;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0187886

Pattern: motif3.motif

Significance: 0.0389602

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

Pattern: metacluster_1/pattern_1

Significance: 0.011592299999999998

Pattern: motif2.motif

Significance: 0.00253426

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

Pattern: metacluster_1/pattern_1

Significance: 0.011653

Pattern: motif2.motif

Significance: 0.0468089

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

Pattern: metacluster_1/pattern_1

Significance: 0.00915582

Pattern: motif3.motif

Significance: 0.0167046

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

Pattern: metacluster_1/pattern_2

Significance: 0.017297999999999997

/

Pattern: metacluster_1/pattern_15

Significance: 0.020661099999999998

Pattern: motif3.motif

Significance: 0.044583199999999996

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

Pattern: metacluster_1/pattern_2

Significance: 0.0112162

Pattern: motif3.motif

Significance: 0.0242851

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

Pattern: metacluster_1/pattern_2

Significance: 0.015530100000000002

/

Pattern: metacluster_1/pattern_7

Significance: 0.041180800000000004

Pattern: motif3.motif

Significance: 0.010972200000000001

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

Pattern: metacluster_1/pattern_1

Significance: 0.012257200000000001

Pattern: motif3.motif

Significance: 0.0535778

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

Pattern: metacluster_1/pattern_2

Significance: 0.012015799999999998

Pattern: motif3.motif

Significance: 0.0526877

MCRPHG;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.0161377

Pattern: motif4.motif

Significance: 0.00606308

DP3a;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0225421

Pattern: motif4.motif

Significance: 0.00302515

DP3b;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0230542

Pattern: motif3.motif

Significance: 0.00560742

ISP;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0182537

/

Pattern: metacluster_1/pattern_5

Significance: 0.039655800000000005

Pattern: motif3.motif

Significance: 0.0334565

ES;MEF;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.045207199999999996

Pattern: motif4.motif

Significance: 0.00108676

SML_INTSTN;A;CL

Pattern: metacluster_0/pattern_0

Significance: 0.00492698

Pattern: motif1.motif

Significance: 0.00543238

Muscle;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.010078100000000001

Pattern: motif2.motif

Significance: 0.0370139

Adipose;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.014633000000000002

Pattern: motif1.motif

Significance: 0.0043066

Mammary;A;CL

Pattern: metacluster_0/pattern_2

Significance: 0.0128459

Pattern: motif1.motif

Significance: 0.00987855

Adrenal;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.011257399999999999

Pattern: motif4.motif

Significance: 0.00137749

testis;A;CL

Pattern: metacluster_0/pattern_0

Significance: 0.00805408

Pattern: motif1.motif

Significance: 0.0438529

placenta;A;CL

Pattern: metacluster_0/pattern_0

Significance: 0.00967718

Pattern: motif1.motif

Significance: 0.0329069

SPNL_CHRD;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.0354278

Pattern: motif2.motif

Significance: 0.0495085

STMCH;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.017102000000000003

Pattern: motif1.motif

Significance: 0.00939103

eye-NRL_RTN;A;CL

Pattern: metacluster_0/pattern_1

Significance: 0.0110287

/

Pattern: metacluster_0/pattern_15

Significance: 0.05940019999999999

Pattern: motif1.motif

Significance: 0.028156900000000002

BRN;FRNTL_CRTX;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.017097099999999997

Pattern: motif1.motif

Significance: 0.039921

BRN;PTMN;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0417086

Pattern: motif1.motif

Significance: 0.0336495

BRN;SNSR_MTR_CRTX;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.00128611

Pattern: motif5.motif

Significance: 0.0401507

BRN;CRBLM;A;CL

Pattern: metacluster_0/pattern_0

Significance: 0.0206139

Pattern: motif2.motif

Significance: 0.0374339

LNG_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.021097499999999998

Pattern: motif2.motif

Significance: 0.0013894

gamma_delta_TCR;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.0110917

Pattern: motif3.motif

Significance: 0.00248893

gamma_delta_TCR_MCR;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0120214

Pattern: motif3.motif

Significance: 0.0067393

gamma_delta_TCR_M-S-;A;CL

Pattern: metacluster_0/pattern_1

Significance: 0.0110713

Pattern: motif1.motif

Significance: 0.0242275

NK;IL2+IL12+;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.010686

Pattern: motif2.motif

Significance: 0.028102

NCR+ILC3;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.023278

Pattern: motif4.motif

Significance: 0.0333839

ILC2_Nippo;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0115637

Pattern: motif3.motif

Significance: 0.00299132

ILC1;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0218085

Pattern: motif3.motif

Significance: 0.00227397

NCR+ILC3+IL23;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0123169

Pattern: motif4.motif

Significance: 0.0453119

ILC2;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.053576099999999995

Pattern: motif3.motif

Significance: 0.03284

Th2_nippo;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.0101975

Pattern: motif3.motif

Significance: 0.0008763880000000001

aB_LPS+IL4+Oligomycin_24h;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.029296299999999997

Pattern: motif2.motif

Significance: 0.0460774

CH12_QNTPLE;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.051708000000000004

Pattern: motif3.motif

Significance: 0.0597668

CLP;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.019296900000000002

Pattern: motif4.motif

Significance: 0.0182283

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

Pattern: metacluster_1/pattern_2

Significance: 0.039230900000000006

Pattern: motif4.motif

Significance: 0.0589111

NTRPHL;A;GEO

Pattern: metacluster_0/pattern_1

Significance: 0.028847300000000003

/

Pattern: metacluster_0/pattern_15

Significance: 0.0509379

Pattern: motif1.motif

Significance: 0.0139679

ES;F1216;A;GEO

Pattern: metacluster_0/pattern_1

Significance: 0.0175012

/

Pattern: metacluster_0/pattern_3

Significance: 0.041782599999999996

Pattern: motif2.motif

Significance: 0.0463466

ES;129SV_Jae_C57BL6J;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.011186100000000001

/

Pattern: metacluster_1/pattern_2

Significance: 0.00286922

Pattern: motif1.motif

Significance: 0.00199395

ES;v6.5;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.00950325

/

Pattern: metacluster_1/pattern_2

Significance: 0.046335900000000006

Pattern: motif2.motif

Significance: 0.00318084

Mammary_GLND;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.015209499999999999

Pattern: motif3.motif

Significance: 0.00334839

RTN;A;GEO

Pattern: metacluster_0/pattern_2

Significance: 0.018303200000000002

Pattern: motif3.motif

Significance: 0.059477199999999994

/

Pattern: motif17.motif

Significance: 0.0203412

CRBL_GRNL_Precrsr;A;GEO

Pattern: metacluster_0/pattern_4

Significance: 0.00258505

Pattern: motif5.motif

Significance: 0.000297453

ILC2+IL33+IL25;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.011723

Pattern: motif3.motif

Significance: 0.037969300000000004

ILC1;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.01948

Pattern: motif3.motif

Significance: 0.00716296

ILC3;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.0220763

Pattern: motif4.motif

Significance: 0.00968316

ILC2_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.013321600000000001

Pattern: motif3.motif

Significance: 0.00895316

ILC3_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.0266613

Pattern: motif4.motif

Significance: 0.00213839

T_LCMV;CD8+;D8;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.0260165

Pattern: motif3.motif

Significance: 0.0475444

T_LCMV;CD8+;D33;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.0201157

Pattern: motif3.motif

Significance: 0.00223702

TEff_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.014016999999999998

Pattern: motif3.motif

Significance: 0.050958699999999996

TExh_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.014802100000000002

Pattern: motif3.motif

Significance: 0.00112907

naiveT;trnsgncTCR_SV40-I_CD8;A;GEO

Pattern: metacluster_0/pattern_2

Significance: 0.017365900000000004

/

Pattern: metacluster_0/pattern_15

Significance: 0.0253808

Pattern: motif3.motif

Significance: 0.00355418

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

Pattern: metacluster_1/pattern_2

Significance: 0.0141542

Pattern: motif3.motif

Significance: 0.0317495

cntrl_memT;TCR_SV40-I_CD8+;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.0294743

/

Pattern: metacluster_1/pattern_17

Significance: 0.042995

Pattern: motif3.motif

Significance: 0.054913300000000005

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

Pattern: metacluster_1/pattern_2

Significance: 0.0231333

Pattern: motif3.motif

Significance: 0.00772021

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

Pattern: metacluster_1/pattern_2

Significance: 0.015090799999999998

Pattern: motif3.motif

Significance: 0.00089577

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

Pattern: metacluster_1/pattern_3

Significance: 0.014206899999999998

/

Pattern: metacluster_1/pattern_19

Significance: 0.0388495

Pattern: motif3.motif

Significance: 0.020019400000000003

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

Pattern: metacluster_1/pattern_2

Significance: 0.0193509

Pattern: motif3.motif

Significance: 0.0310277

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

Pattern: metacluster_1/pattern_2

Significance: 0.0232426

Pattern: motif3.motif

Significance: 0.0308624

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

Pattern: metacluster_0/pattern_2

Significance: 0.011470200000000002

Pattern: motif3.motif

Significance: 0.00492229

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

Pattern: metacluster_1/pattern_2

Significance: 0.016965099999999997

Pattern: motif3.motif

Significance: 0.00402362

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

Pattern: metacluster_0/pattern_2

Significance: 0.0240362

Pattern: motif3.motif

Significance: 0.0359352

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

Pattern: metacluster_1/pattern_3

Significance: 0.043874

Pattern: motif3.motif

Significance: 0.00360794

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

Pattern: metacluster_1/pattern_2

Significance: 0.0274913

Pattern: motif3.motif

Significance: 0.0242836

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

Pattern: metacluster_1/pattern_2

Significance: 0.0138173

Pattern: motif3.motif

Significance: 0.027052800000000002

iNKT;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.027145799999999998

Pattern: motif3.motif

Significance: 0.0409555

aB;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.0172591

Pattern: motif3.motif

Significance: 0.0335377

prePLSM_B;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.0117895

Pattern: motif3.motif

Significance: 0.00232151

preB_BMD;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.0271692

Pattern: motif3.motif

Significance: 0.00428152

B;B220_CD43;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.0110572

Pattern: motif3.motif

Significance: 0.00317462

MCRPHG_BMD.UnStmltd;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.0176019

Pattern: motif2.motif

Significance: 0.047663599999999993

MCRPHG_BMD.LPD_Stmltd;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.015283199999999999

Pattern: motif4.motif

Significance: 0.00150699

Erythroid;Ter119+;A;GEO

Pattern: metacluster_0/pattern_1

Significance: 0.0178519

Pattern: motif1.motif

Significance: 0.00968229

AML;AE9a;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.0182558

Pattern: motif4.motif

Significance: 0.00534977

DC_pBMD;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.0164007

Pattern: motif5.motif

Significance: 0.00419767

ENDRM_ESD;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.021809799999999997

Pattern: motif2.motif

Significance: 0.00479213

ROD_PHT_RCPTR_RTN;A;GEO

Pattern: metacluster_0/pattern_2

Significance: 0.041617900000000006

Pattern: motif2.motif

Significance: 0.029440499999999998

GCN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.018755

Pattern: motif3.motif

Significance: 0.00368136

CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.0178408

Pattern: motif3.motif

Significance: 0.00322302

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

Pattern: metacluster_0/pattern_0

Significance: 0.00135488

Pattern: motif2.motif

Significance: 0.00503147

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

Pattern: metacluster_0/pattern_2

Significance: 0.027814099999999998

/

Pattern: metacluster_0/pattern_4

Significance: 0.03912619999999999

Pattern: motif3.motif

Significance: 0.00826157

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

Pattern: metacluster_0/pattern_3

Significance: 0.012437700000000001

/

Pattern: metacluster_0/pattern_4

Significance: 0.0435173

Pattern: motif2.motif

Significance: 0.00751069

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

Pattern: metacluster_1/pattern_0

Significance: 0.00316414

Pattern: motif2.motif

Significance: 0.00441811

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

Pattern: metacluster_0/pattern_0

Significance: 0.0168115

Pattern: motif2.motif

Significance: 0.00978995

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

Pattern: metacluster_0/pattern_2

Significance: 0.00950272

/

Pattern: metacluster_0/pattern_4

Significance: 0.0441082

Pattern: motif2.motif

Significance: 0.00805054

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

Pattern: metacluster_0/pattern_2

Significance: 0.00143644

/

Pattern: metacluster_0/pattern_4

Significance: 0.057273000000000004

Pattern: motif2.motif

Significance: 0.016403900000000003

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

Pattern: metacluster_1/pattern_2

Significance: 0.035169599999999995

/

Pattern: metacluster_1/pattern_3

Significance: 0.0154232

Pattern: motif2.motif

Significance: 0.0456566

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

Pattern: metacluster_0/pattern_0

Significance: 0.00153445

Pattern: motif2.motif

Significance: 0.00416927

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

Pattern: metacluster_0/pattern_2

Significance: 0.00784906

/

Pattern: metacluster_0/pattern_4

Significance: 0.05212080000000001

Pattern: motif2.motif

Significance: 0.00498718

npES;posterior_delA;E8.5;A;GEO

Pattern: metacluster_0/pattern_0

Significance: 0.0160121

Pattern: motif2.motif

Significance: 0.00301224

npES;posterior_delC;E8.5;A;GEO

Pattern: metacluster_0/pattern_0

Significance: 0.00182093

/

Pattern: metacluster_0/pattern_24

Significance: 0.0246097

Pattern: motif2.motif

Significance: 0.00820043

BCK_SKN;A;GEO

Pattern: metacluster_0/pattern_0

Significance: 0.00965974

Pattern: motif2.motif

Significance: 0.00407992

wES.CRNL_NRL_CRST;E10.5;A;GEO

Pattern: metacluster_0/pattern_0

Significance: 0.016890400000000003

Pattern: motif2.motif

Significance: 0.00530594

NPC;F129;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.00953725

Pattern: motif4.motif

Significance: 0.00222375

NPC;G4;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.010768600000000001

Pattern: motif3.motif

Significance: 0.0235416

NPC;mE6;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.0178458

Pattern: motif3.motif

Significance: 0.0011869

iVIP_NRN;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.00145564

Pattern: motif18.motif

Significance: 0.0305892

G_NRN_P;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.021690599999999997

/

Pattern: metacluster_1/pattern_5

Significance: 0.0538246

Pattern: motif4.motif

Significance: 0.0075171000000000005

wES;GRM;E16.5;A;GEO

Pattern: metacluster_0/pattern_2

Significance: 0.0370556

Pattern: motif1.motif

Significance: 0.0247859

ThMS_MEC;Aire++;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.024382499999999998

Pattern: motif3.motif

Significance: 0.00843122

npES;ZHBTC4;doxyc;treat;A;GEO

Pattern: metacluster_0/pattern_1

Significance: 0.00143262

Pattern: motif2.motif

Significance: 0.0106778

npES;ZHBTC4;Brg1fl_fl;untreat;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.0404635

Pattern: motif2.motif

Significance: 0.00134198

ES;JM8.N4;Asynch;A;GEO

Pattern: metacluster_0/pattern_0

Significance: 0.011987399999999999

Pattern: motif1.motif

Significance: 0.05254690000000001

ES;JM8.N4;Mitosis;A;GEO

Pattern: metacluster_0/pattern_0

Significance: 0.028406099999999997

Pattern: motif1.motif

Significance: 0.013377200000000002

Mammary_BptfKO;A;GEO

Pattern: metacluster_0/pattern_0

Significance: 0.000994043

Pattern: motif2.motif

Significance: 0.00764075

pMeg;A;En

Pattern: metacluster_1/pattern_3

Significance: 0.0172634

Pattern: motif4.motif

Significance: 0.00182159

EPP;A;En

Pattern: metacluster_1/pattern_2

Significance: 0.0128893

/

Pattern: metacluster_1/pattern_4

Significance: 0.047586500000000004

Pattern: motif2.motif

Significance: 0.0043332

MegEP;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.0101148

Pattern: motif3.motif

Significance: 0.040279300000000004

pCMP;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.015775499999999998

Pattern: motif3.motif

Significance: 0.00205513

pGMP;A;En

Pattern: metacluster_1/pattern_4

Significance: 0.0284092

Pattern: motif4.motif

Significance: 0.00290199

DC;A;En

Pattern: metacluster_1/pattern_2

Significance: 0.0156557

Pattern: motif4.motif

Significance: 0.00198866

NIH3T3_FBROBLST;D;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.012310799999999998

Pattern: motif3.motif

Significance: 0.00133876

LVR;8wks;D;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.0236736

Pattern: motif6.motif

Significance: 0.000341486

LNG;8wks;D;GEO

Pattern: metacluster_0/pattern_0

Significance: 0.0124487

Pattern: motif2.motif

Significance: 0.00139572

3134_mammaryADNCRCNM;D;GE

Pattern: metacluster_1/pattern_3

Significance: 0.017741099999999996

/

Pattern: metacluster_1/pattern_9

Significance: 0.0211245

Pattern: motif3.motif

Significance: 0.0316793

T_SPLND_blstCLTRD;CD4+;D;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.0124411

Pattern: motif3.motif

Significance: 0.0564929

naiveT_SPLND;CD4+;D;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.0146335

Pattern: motif1.motif

Significance: 0.0369212

wES;WHL_BRN;E14.5;D;GEO

Pattern: metacluster_0/pattern_4

Significance: 0.00390771

/

Pattern: metacluster_0/pattern_9

Significance: 0.0192815

Pattern: motif5.motif

Significance: 0.034123400000000005

/

Pattern: motif15.motif

Significance: 0.00755563

NIH3T3_FBROBLST;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.0157019

Pattern: motif3.motif

Significance: 0.00163775

KDNY;P0;D;En

Pattern: metacluster_1/pattern_0

Significance: 0.00223617

Pattern: motif2.motif

Significance: 0.00167902

KDNY;8wks;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.018856499999999998

Pattern: motif4.motif

Significance: 0.00137347

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

Pattern: metacluster_1/pattern_1

Significance: 0.010128

Pattern: motif2.motif

Significance: 0.014828299999999999

LNG;8wks;D;En

Pattern: metacluster_0/pattern_3

Significance: 0.00251462

Pattern: motif3.motif

Significance: 0.00110265

Heart;8wks;D;En

Pattern: metacluster_0/pattern_1

Significance: 0.00842386

Pattern: motif2.motif

Significance: 0.00296309

Heart;P0;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.0339256

/

Pattern: metacluster_1/pattern_8

Significance: 0.0263587

Pattern: motif3.motif

Significance: 0.00253281

Adipose;D;En

Pattern: metacluster_0/pattern_6

Significance: 0.0285089

Pattern: motif4.motif

Significance: 0.0483471

RTN;D1;D;En

Pattern: metacluster_0/pattern_1

Significance: 0.00135074

Pattern: motif3.motif

Significance: 0.00249317

wES;RTN;E11.5;D;En

Pattern: metacluster_0/pattern_2

Significance: 0.00932819

/

Pattern: metacluster_0/pattern_7

Significance: 0.0172697

Pattern: motif2.motif

Significance: 0.04711780000000001

/

Pattern: motif9.motif

Significance: 0.0556775

CRBLM;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.0289994

Pattern: motif4.motif

Significance: 0.00374808

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

Pattern: metacluster_1/pattern_1

Significance: 0.018189700000000003

Pattern: motif2.motif

Significance: 0.00909145

wES;MSDRM;E11.5;D;En

Pattern: metacluster_0/pattern_4

Significance: 0.00332673

/

Pattern: metacluster_0/pattern_9

Significance: 0.0582078

Pattern: motif3.motif

Significance: 0.00134206

Muller;P12;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.00118064

Pattern: motif7.motif

Significance: 0.00148569

Fr_BRN;P0;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.00269815

Pattern: motif4.motif

Significance: 0.043035199999999996

wES;Hnd_BRN;E11.5;D;En

Pattern: metacluster_0/pattern_1

Significance: 0.0176798

/

Pattern: metacluster_0/pattern_7

Significance: 0.00874081

Pattern: motif4.motif

Significance: 0.00557865

wES;Hnd_BRN;E14.5;D;En

Pattern: metacluster_0/pattern_2

Significance: 0.013312899999999999

/

Pattern: metacluster_0/pattern_13

Significance: 0.0180294

Pattern: motif6.motif

Significance: 0.0161398

wES;Md_BRN;E11.5;D;En

Pattern: metacluster_0/pattern_2

Significance: 0.0114085

/

Pattern: metacluster_0/pattern_5

Significance: 0.0172078

Pattern: motif2.motif

Significance: 0.059075300000000004

/

Pattern: motif10.motif

Significance: 0.0347177

Md_BRN;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.00742201

Pattern: motif3.motif

Significance: 0.00581828

wES;WHL_BRN;E14.5;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.00261488

Pattern: motif7.motif

Significance: 0.0459565

WHL_BRN;8wks;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.0105992

Pattern: motif3.motif

Significance: 0.016537299999999998

wES;limb;E14.5;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.014895600000000002

Pattern: motif2.motif

Significance: 0.0349704

wES;limb;E11.5;D;En

Pattern: metacluster_0/pattern_2

Significance: 0.0134418

Pattern: motif2.motif

Significance: 0.000606504

/

Pattern: motif14.motif

Significance: 0.0501727

wES;Hnd_lmb;E11.5;D;En

Pattern: metacluster_0/pattern_4

Significance: 0.011373600000000001

Pattern: motif2.motif

Significance: 0.00252757

wES;FaceP;E14.5;D;En

Pattern: metacluster_0/pattern_2

Significance: 0.00872404

Pattern: motif3.motif

Significance: 0.00205958

wES;FaceP;E11.5;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.00176528

Pattern: motif2.motif

Significance: 0.00209982

wES;NRL_Tube;E11.5;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.00253973

/

Pattern: metacluster_1/pattern_6

Significance: 0.016846400000000004

Pattern: motif3.motif

Significance: 0.00323255

STMCH;P0;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.000927232

Pattern: motif2.motif

Significance: 0.013705700000000001

SKLTL_Muscle;8wks;D;En

Pattern: metacluster_1/pattern_0

Significance: 0.00695498

Pattern: motif2.motif

Significance: 0.0202049

Spleen;8wks;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.0113595

Pattern: motif3.motif

Significance: 0.00694186

3134_mammaryADNCRCNM;D;En

Pattern: metacluster_0/pattern_1

Significance: 0.00696019

Pattern: motif3.motif

Significance: 0.00154374

416B;HMTP_SPNSN;CD34+;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.028182599999999995

Pattern: motif5.motif

Significance: 0.00210491

AML;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.017784099999999997

Pattern: motif4.motif

Significance: 0.00593033

NIH3T3;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.012095100000000001

Pattern: motif3.motif

Significance: 0.00483128

Unique Cell types only TF-MoDISco finds E2f1: #78

Cell typeModiscoHomer
wES;Fr_lmb;E11.5;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.0120624

/

Pattern: metacluster_1/pattern_12

Significance: 0.0473203

Absent
NK_SPLND;A;CL

Pattern: metacluster_0/pattern_1

Significance: 0.033110099999999996

/

Pattern: metacluster_0/pattern_3

Significance: 0.0115037

Absent
LRG_INTSTN;8wks;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.009654799999999998

Absent
B1_B;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.010421399999999999

Absent
B_SPLND;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.0138813

/

Pattern: metacluster_1/pattern_18

Significance: 0.0473187

Absent
aB_LPS+IL21;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.020977700000000002

Absent
aB_LSP+a_d_dextran;A;CL

Pattern: metacluster_0/pattern_1

Significance: 0.0129858

/

Pattern: metacluster_0/pattern_21

Significance: 0.025743000000000002

/

Pattern: metacluster_0/pattern_24

Significance: 0.039999

/

Pattern: metacluster_0/pattern_25

Significance: 0.0098984

/

Pattern: metacluster_0/pattern_27

Significance: 0.0472874

Absent
CH12.LX;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.0161743

Absent
DC_LPS;6h;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.0172945

Absent
DC_LPS;2h;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.023457299999999997

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

Pattern: metacluster_1/pattern_2

Significance: 0.020541099999999996

Absent
ESNPHL_SPLND_BlbCA;CL

Pattern: metacluster_0/pattern_1

Significance: 0.018489

Absent
NTRPHL;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.0200052

Absent
ROD_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.0220773

Absent
MEL;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.0215149

Absent
BL_CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.015802

Absent
MEL_Znc_di-cl;24h;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.019318900000000003

Absent
MTR_NRN_MN1;methyl3;D;En

Pattern: metacluster_0/pattern_0

Significance: 0.00203914

Absent
MN1;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.022586099999999998

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

Pattern: metacluster_1/pattern_1

Significance: 0.0108723

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

Pattern: metacluster_1/pattern_2

Significance: 0.0415284

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

Pattern: metacluster_1/pattern_2

Significance: 0.0126728

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

Pattern: metacluster_1/pattern_2

Significance: 0.032938

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

Pattern: metacluster_1/pattern_2

Significance: 0.011877799999999999

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

Pattern: metacluster_1/pattern_2

Significance: 0.0149553

/

Pattern: metacluster_1/pattern_19

Significance: 0.04500119999999999

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

Pattern: metacluster_1/pattern_2

Significance: 0.0187297

Absent
DC_BMD;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0143813

Absent
NPC;Ch13;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.014872999999999999

Absent
Erythroblast;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.0118542

Absent
DP;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.03568180000000001

/

Pattern: metacluster_1/pattern_18

Significance: 0.0243128

Absent
iPV_NRN;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.00245398

/

Pattern: metacluster_1/pattern_9

Significance: 0.0218617

Absent
Corticotrope;A;GEO

Pattern: metacluster_0/pattern_0

Significance: 0.0077706

Absent
LNG;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0137122

Absent
Melanotrope;A;GEO

Pattern: metacluster_0/pattern_1

Significance: 0.00157392

Absent
Heart;D;En

Pattern: metacluster_0/pattern_3

Significance: 0.031836

/

Pattern: metacluster_0/pattern_5

Significance: 0.013147

Absent
ES;ZhBTc4;untreated;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.027568900000000004

/

Pattern: metacluster_1/pattern_3

Significance: 0.029755

Absent
PNCRS;A;CL

Pattern: metacluster_0/pattern_0

Significance: 0.0164907

Absent
NRV;Eye-OPTC;A;CL

Pattern: metacluster_0/pattern_4

Significance: 0.0168863

Absent
BRN;OLFTRY_BLB;A;CL

Pattern: metacluster_0/pattern_0

Significance: 0.022212299999999997

Absent
DC_LPS;4h;A;En

Pattern: metacluster_1/pattern_2

Significance: 0.010489799999999999

Absent
BRN;MDL_OBLNGT;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.0146349

Absent
ES;D0;D;GEO

Pattern: metacluster_0/pattern_1

Significance: 0.00124029

Absent
restingB;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0131434

Absent
aB;CD180;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.0404779

Absent
Hnd_BRN;P0;D;En

Pattern: metacluster_1/pattern_4

Significance: 0.012034200000000002

/

Pattern: metacluster_1/pattern_7

Significance: 0.0397892

Absent
SHRT_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.016460699999999998

Absent
apCD4Eff;D;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.013060200000000001

Absent
ILC2precrsr;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0131196

Absent
416B_MP;CD34+;D;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.018444400000000003

Absent
WHL_BRN;8wks;D;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.00187378

Absent
3T3-L1;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.0124164

Absent
aB_LPS+IL4_24h;A;CL

Pattern: metacluster_0/pattern_0

Significance: 0.0103587

Absent
ES;129S1_SVImJ_CJ7;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.014659299999999998

/

Pattern: metacluster_1/pattern_5

Significance: 0.0255492

Absent
ES;E14;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.0162707

Absent
wCH12;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.031517

/

Pattern: metacluster_1/pattern_13

Significance: 0.0553663

Absent
CH12;med14;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.021090900000000003

/

Pattern: metacluster_1/pattern_13

Significance: 0.027978899999999998

Absent
wCH12_drug;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0170416

Absent
ES;C57BL_6J;R1;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.027579900000000004

Absent
mem_precrsrT_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.0509076

Absent
FBRBLST;8wks;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.0127964

Absent
3T3-L1;FBRBLST;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.0324862

Absent
ES;J1;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.0269281

/

Pattern: metacluster_1/pattern_2

Significance: 0.014781799999999998

Absent
ES;E14;A;GEO

Pattern: metacluster_0/pattern_1

Significance: 0.00599854

Absent
LVR;8wks;D;En

Pattern: metacluster_0/pattern_3

Significance: 0.015475200000000001

Absent
LVR;P0;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.0126684

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

Pattern: metacluster_1/pattern_1

Significance: 0.00129736

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

Pattern: metacluster_1/pattern_2

Significance: 0.017015799999999998

Absent
ILC2;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.029168700000000002

Absent
ILC1_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.0193983

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

Pattern: metacluster_1/pattern_2

Significance: 0.012079600000000001

Absent
naiveT;CD8+;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.051654599999999995

/

Pattern: metacluster_1/pattern_21

Significance: 0.0438526

Absent
416B_MP;CD34+;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.0190905

Absent
T_LCMV;CD8+;D35;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.0362851

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

Pattern: metacluster_0/pattern_3

Significance: 0.00681786

/

Pattern: metacluster_0/pattern_7

Significance: 0.00377576

Absent
TSLEC_SPLND;CD8+A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.0167179

/

Pattern: metacluster_1/pattern_18

Significance: 0.0118029

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

Pattern: metacluster_0/pattern_3

Significance: 0.015333100000000002

/

Pattern: metacluster_0/pattern_13

Significance: 0.00970505

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

Pattern: metacluster_1/pattern_2

Significance: 0.010563600000000001

/

Pattern: metacluster_1/pattern_20

Significance: 0.0313787

Absent
wES;Telenchephalon;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.0170758

Absent
Unique Cell types only Homer finds E2f1: #12

Cell typeModiscoHomer
pErythroblast;A;EnAbsent

Pattern: motif2.motif

Significance: 0.00853336

MegP;A;EnAbsent

Pattern: motif3.motif

Significance: 0.0011512

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

Pattern: motif3.motif

Significance: 0.0250378

LNG;P0;D;EnAbsent

Pattern: motif2.motif

Significance: 0.00107721

ES;ZhBTc4;2;D;GEOAbsent

Pattern: motif2.motif

Significance: 0.0389686

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

Pattern: motif22.motif

Significance: 0.04851830000000001

Treg;CD4+_CD25+;D;GEOAbsent

Pattern: motif3.motif

Significance: 0.00235535

apTreg;8wk;D;EnAbsent

Pattern: motif2.motif

Significance: 0.00451957

eCortical_NRN;A;GEOAbsent

Pattern: motif7.motif

Significance: 0.053413499999999996

apTreg;D;GEOAbsent

Pattern: motif3.motif

Significance: 0.00469127

immatureB_SPLND;CD43-_CD11b-;D;EnAbsent

Pattern: motif3.motif

Significance: 0.016267

Tfh_mut;A;CLAbsent

Pattern: motif2.motif

Significance: 0.000971828