In [1]:
# Parameters
data_name = "Klf15"
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 11:15:22,162 [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)
Klf15: Motif: M08987_2.00



Forward PWM

Reverse PWM

Shared Cell types both TF-MoDISco and Homer finds Klf15: #103

Cell typeModiscoHomer
naiveCD8;A;CL

Pattern: metacluster_0/pattern_8

Significance: 0.0498432

Pattern: motif3.motif

Significance: 0.0468065

memT;CD4+;A;CL

Pattern: metacluster_1/pattern_2

Significance: 7.000089999999999e-06

/

Pattern: metacluster_1/pattern_19

Significance: 0.0149595

/

Pattern: metacluster_1/pattern_22

Significance: 0.030454000000000002

/

Pattern: metacluster_1/pattern_24

Significance: 0.0234826

Pattern: motif3.motif

Significance: 0.0465394

proB;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0075435

/

Pattern: metacluster_1/pattern_2

Significance: 0.0337213

Pattern: motif2.motif

Significance: 0.036031

preB;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.015219499999999999

Pattern: motif3.motif

Significance: 0.0278709

immatureB;A;CL

Pattern: metacluster_1/pattern_16

Significance: 0.00683397

Pattern: motif3.motif

Significance: 0.0439842

MZ_B;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.0473334

Pattern: motif3.motif

Significance: 0.0518669

GC_B;A;CL

Pattern: metacluster_1/pattern_2

Significance: 1.4537e-05

Pattern: motif3.motif

Significance: 0.00947369

plasmaB;A;CL

Pattern: metacluster_1/pattern_2

Significance: 3.27367e-05

/

Pattern: metacluster_1/pattern_21

Significance: 0.044431

/

Pattern: metacluster_1/pattern_24

Significance: 0.0392171

Pattern: motif4.motif

Significance: 0.0239043

aB_LPS+IL4;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.0373036

Pattern: motif2.motif

Significance: 0.00929096

Mast;A;CL

Pattern: metacluster_0/pattern_2

Significance: 0.000276295

/

Pattern: metacluster_0/pattern_11

Significance: 0.028323900000000003

Pattern: motif3.motif

Significance: 0.0250763

ESNPHL_ex-vivo_BlbC;A;CL

Pattern: metacluster_0/pattern_1

Significance: 1.10678e-05

Pattern: motif1.motif

Significance: 0.052458199999999996

Tfh;A;CL

Pattern: metacluster_1/pattern_17

Significance: 0.0137565

Pattern: motif2.motif

Significance: 0.00588086

aNonTfh_mut;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.022853799999999997

Pattern: motif3.motif

Significance: 0.0389602

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

Pattern: metacluster_1/pattern_19

Significance: 0.0482094

Pattern: motif2.motif

Significance: 0.0228403

/

Pattern: motif15.motif

Significance: 0.0594854

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

Pattern: metacluster_1/pattern_2

Significance: 0.0220571

/

Pattern: metacluster_1/pattern_6

Significance: 0.057800699999999997

/

Pattern: metacluster_1/pattern_10

Significance: 0.00149374

Pattern: motif20.motif

Significance: 0.0564674

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

Pattern: metacluster_1/pattern_2

Significance: 0.0358954

/

Pattern: metacluster_1/pattern_7

Significance: 0.041180800000000004

/

Pattern: metacluster_1/pattern_9

Significance: 0.058163

Pattern: motif3.motif

Significance: 0.00671876

DP3a;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.023196599999999998

Pattern: motif4.motif

Significance: 0.011627600000000002

DP3b;A;CL

Pattern: metacluster_1/pattern_2

Significance: 3.78833e-05

Pattern: motif3.motif

Significance: 0.00431723

ISP;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.024240400000000002

/

Pattern: metacluster_1/pattern_5

Significance: 0.010363500000000001

Pattern: motif3.motif

Significance: 0.0334565

ES;MEF;A;CL

Pattern: metacluster_1/pattern_2

Significance: 2.5351e-05

Pattern: motif4.motif

Significance: 0.00486312

SML_INTSTN;A;CL

Pattern: metacluster_0/pattern_0

Significance: 0.00225776

Pattern: motif1.motif

Significance: 0.012948699999999999

Muscle;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.006698300000000001

/

Pattern: metacluster_1/pattern_8

Significance: 0.00875939

/

Pattern: metacluster_1/pattern_10

Significance: 0.040926

/

Pattern: metacluster_1/pattern_17

Significance: 0.00016596099999999998

/

Pattern: metacluster_1/pattern_19

Significance: 0.000204482

/

Pattern: metacluster_1/pattern_22

Significance: 0.00046332800000000005

/

Pattern: metacluster_1/pattern_23

Significance: 0.000278525

Pattern: motif2.motif

Significance: 0.0370139

Adipose;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0274015

Pattern: motif1.motif

Significance: 0.00604628

Mammary;A;CL

Pattern: metacluster_0/pattern_2

Significance: 0.0355469

Pattern: motif1.motif

Significance: 0.0422745

Adrenal;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.0480773

Pattern: motif4.motif

Significance: 0.0284389

placenta;A;CL

Pattern: metacluster_0/pattern_1

Significance: 3.19573e-05

Pattern: motif1.motif

Significance: 0.0421982

eye-NRL_RTN;A;CL

Pattern: metacluster_0/pattern_1

Significance: 0.0336009

/

Pattern: metacluster_0/pattern_5

Significance: 0.00640597

/

Pattern: metacluster_0/pattern_15

Significance: 0.013602000000000001

/

Pattern: metacluster_0/pattern_17

Significance: 0.021712000000000002

Pattern: motif1.motif

Significance: 0.0224368

aB;CD180;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.000827618

Pattern: motif1.motif

Significance: 0.053354099999999995

LNG_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.00866348

Pattern: motif2.motif

Significance: 0.0421765

NCR+ILC3;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.028136900000000003

Pattern: motif4.motif

Significance: 0.0322327

ILC2_Nippo;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.031250799999999995

Pattern: motif3.motif

Significance: 0.00733433

ILC1;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0245512

Pattern: motif3.motif

Significance: 0.00629265

ILC2;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.00241535

/

Pattern: metacluster_1/pattern_2

Significance: 2.10455e-05

/

Pattern: metacluster_1/pattern_12

Significance: 0.0562516

Pattern: motif3.motif

Significance: 0.015938

Th2_nippo;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.05580740000000001

Pattern: motif3.motif

Significance: 0.00444589

CH12_QNTPLE;A;CL

Pattern: metacluster_1/pattern_2

Significance: 3.16482e-05

Pattern: motif3.motif

Significance: 0.0496644

ES;129SV_Jae_C57BL6J;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.00286922

Pattern: motif1.motif

Significance: 0.0180366

ES;v6.5;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.00507483

Pattern: motif2.motif

Significance: 0.00964738

Mammary_GLND;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 3.60259e-06

Pattern: motif3.motif

Significance: 0.00681187

CRBL_GRNL_Precrsr;A;GEO

Pattern: metacluster_0/pattern_4

Significance: 0.0140732

Pattern: motif5.motif

Significance: 0.0017727

ILC2_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.041632

Pattern: motif3.motif

Significance: 0.0072238

ILC3_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.0395122

/

Pattern: metacluster_1/pattern_18

Significance: 0.025584400000000004

Pattern: motif4.motif

Significance: 0.00933495

TEff_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.052564599999999996

Pattern: motif3.motif

Significance: 0.0578974

naiveT;trnsgncTCR_SV40-I_CD8;A;GEO

Pattern: metacluster_0/pattern_2

Significance: 0.0260594

Pattern: motif3.motif

Significance: 0.012737299999999998

/

Pattern: motif16.motif

Significance: 0.054035599999999996

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

Pattern: metacluster_1/pattern_2

Significance: 2.1165e-05

Pattern: motif3.motif

Significance: 0.014060299999999998

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

Pattern: metacluster_1/pattern_3

Significance: 0.0223092

Pattern: motif3.motif

Significance: 0.0211797

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

Pattern: metacluster_0/pattern_2

Significance: 0.04708590000000001

Pattern: motif3.motif

Significance: 0.0515649

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

Pattern: metacluster_1/pattern_3

Significance: 0.0450907

Pattern: motif3.motif

Significance: 0.0212771

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

Pattern: metacluster_1/pattern_2

Significance: 0.041232099999999994

/

Pattern: metacluster_1/pattern_17

Significance: 0.0303466

Pattern: motif3.motif

Significance: 0.053203999999999994

preB_BMD;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 3.0892800000000003e-05

/

Pattern: metacluster_1/pattern_13

Significance: 0.0386211

Pattern: motif3.motif

Significance: 0.00485309

Erythroid;Ter119+;A;GEO

Pattern: metacluster_0/pattern_1

Significance: 0.0433186

/

Pattern: metacluster_0/pattern_5

Significance: 0.0290649

Pattern: motif1.motif

Significance: 0.0253737

DC_LPS;6h;A;GEO

Pattern: metacluster_1/pattern_14

Significance: 0.050823

Pattern: motif4.motif

Significance: 0.0239547

ENDRM_ESD;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 8.86842e-06

/

Pattern: metacluster_1/pattern_15

Significance: 0.05326419999999999

/

Pattern: metacluster_1/pattern_19

Significance: 0.0449447

Pattern: motif2.motif

Significance: 0.00592656

ROD_PHT_RCPTR_RTN;A;GEO

Pattern: metacluster_0/pattern_2

Significance: 0.05342430000000001

/

Pattern: metacluster_0/pattern_7

Significance: 0.0448977

Pattern: motif2.motif

Significance: 0.029440499999999998

GCN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.00145599

Pattern: motif3.motif

Significance: 0.00550752

CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.0108595

/

Pattern: metacluster_1/pattern_7

Significance: 0.00573855

Pattern: motif3.motif

Significance: 0.00656264

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

Pattern: metacluster_0/pattern_0

Significance: 0.00428415

Pattern: motif2.motif

Significance: 0.0128806

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

Pattern: metacluster_0/pattern_2

Significance: 7.01308e-06

/

Pattern: metacluster_0/pattern_4

Significance: 0.00616799

Pattern: motif3.motif

Significance: 0.00826157

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

Pattern: metacluster_0/pattern_3

Significance: 0.000156821

/

Pattern: metacluster_0/pattern_4

Significance: 0.00618883

Pattern: motif2.motif

Significance: 0.00945228

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

Pattern: metacluster_1/pattern_0

Significance: 0.00922178

/

Pattern: metacluster_1/pattern_13

Significance: 0.058711900000000004

Pattern: motif2.motif

Significance: 0.0122488

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

Pattern: metacluster_0/pattern_0

Significance: 2.7718600000000003e-05

/

Pattern: metacluster_0/pattern_14

Significance: 0.050896699999999996

Pattern: motif2.motif

Significance: 0.031065

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

Pattern: metacluster_0/pattern_4

Significance: 0.00587307

Pattern: motif2.motif

Significance: 0.00897233

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

Pattern: metacluster_0/pattern_2

Significance: 0.017597400000000003

/

Pattern: metacluster_0/pattern_4

Significance: 0.0009446439999999999

Pattern: motif2.motif

Significance: 0.00518184

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

Pattern: metacluster_0/pattern_0

Significance: 0.00546952

/

Pattern: metacluster_0/pattern_20

Significance: 0.0466074

Pattern: motif2.motif

Significance: 0.044442699999999995

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

Pattern: metacluster_0/pattern_4

Significance: 0.000736647

/

Pattern: metacluster_0/pattern_13

Significance: 0.0460274

Pattern: motif2.motif

Significance: 0.0491037

npES;posterior_delA;E8.5;A;GEO

Pattern: metacluster_0/pattern_0

Significance: 0.000164726

Pattern: motif2.motif

Significance: 0.00279685

npES;posterior_delC;E8.5;A;GEO

Pattern: metacluster_0/pattern_0

Significance: 0.0230896

Pattern: motif2.motif

Significance: 0.0292579

BCK_SKN;A;GEO

Pattern: metacluster_0/pattern_18

Significance: 0.023732200000000002

Pattern: motif2.motif

Significance: 0.011673200000000002

wES.CRNL_NRL_CRST;E10.5;A;GEO

Pattern: metacluster_0/pattern_0

Significance: 1.26127e-05

Pattern: motif2.motif

Significance: 0.045867000000000005

NPC;F129;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.010073899999999998

/

Pattern: metacluster_1/pattern_23

Significance: 0.014332399999999999

Pattern: motif4.motif

Significance: 0.016871900000000002

NPC;mE6;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 1.63794e-05

/

Pattern: metacluster_1/pattern_13

Significance: 0.0412726

Pattern: motif3.motif

Significance: 0.0328827

G_NRN_P;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.00380594

/

Pattern: metacluster_1/pattern_5

Significance: 1.1179100000000001e-05

/

Pattern: metacluster_1/pattern_13

Significance: 0.00717487

Pattern: motif4.motif

Significance: 0.0135975

wES;GRM;E16.5;A;GEO

Pattern: metacluster_0/pattern_0

Significance: 0.0544414

/

Pattern: metacluster_0/pattern_2

Significance: 9.27409e-05

/

Pattern: metacluster_0/pattern_5

Significance: 0.00529472

/

Pattern: metacluster_0/pattern_24

Significance: 0.0143806

Pattern: motif1.motif

Significance: 0.00994466

npES;ZHBTC4;doxyc;treat;A;GEO

Pattern: metacluster_0/pattern_1

Significance: 0.014141899999999999

/

Pattern: metacluster_0/pattern_12

Significance: 0.00930027

Pattern: motif2.motif

Significance: 0.00913558

npES;ZHBTC4;Brg1fl_fl;untreat;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.000347184

/

Pattern: metacluster_1/pattern_4

Significance: 0.022977200000000003

Pattern: motif2.motif

Significance: 0.00963207

ES;JM8.N4;Asynch;A;GEO

Pattern: metacluster_0/pattern_4

Significance: 0.0328457

Pattern: motif1.motif

Significance: 0.0373256

ES;JM8.N4;Mitosis;A;GEO

Pattern: metacluster_0/pattern_0

Significance: 2.09254e-05

/

Pattern: metacluster_0/pattern_4

Significance: 0.00460925

/

Pattern: metacluster_0/pattern_18

Significance: 1.84253e-05

/

Pattern: metacluster_0/pattern_27

Significance: 0.010205500000000001

Pattern: motif1.motif

Significance: 0.0580741

pErythroblast;A;En

Pattern: metacluster_1/pattern_1

Significance: 0.000257222

Pattern: motif2.motif

Significance: 0.00330698

MegP;A;En

Pattern: metacluster_1/pattern_2

Significance: 3.4653800000000004e-05

Pattern: motif3.motif

Significance: 0.0300454

pCMP;A;CL

Pattern: metacluster_1/pattern_16

Significance: 0.0586317

Pattern: motif3.motif

Significance: 0.034682

DC_LPS;4h;A;En

Pattern: metacluster_1/pattern_12

Significance: 0.0389971

Pattern: motif4.motif

Significance: 0.0166525

LNG;8wks;D;GEO

Pattern: metacluster_0/pattern_0

Significance: 0.0267277

/

Pattern: metacluster_0/pattern_1

Significance: 0.0398109

/

Pattern: metacluster_0/pattern_10

Significance: 0.0192773

/

Pattern: metacluster_0/pattern_16

Significance: 0.0552021

Pattern: motif2.motif

Significance: 0.0245597

3134_mammaryADNCRCNM;D;GE

Pattern: metacluster_1/pattern_9

Significance: 0.0598129

Pattern: motif3.motif

Significance: 0.027317599999999997

KDNY;P0;D;En

Pattern: metacluster_1/pattern_0

Significance: 0.00204491

/

Pattern: metacluster_1/pattern_18

Significance: 0.0496089

Pattern: motif2.motif

Significance: 0.033382300000000004

LNG;8wks;D;En

Pattern: metacluster_0/pattern_3

Significance: 0.00392378

Pattern: motif3.motif

Significance: 0.0206498

LNG;P0;D;En

Pattern: metacluster_1/pattern_19

Significance: 0.0492812

Pattern: motif2.motif

Significance: 0.0246226

Heart;8wks;D;En

Pattern: metacluster_0/pattern_9

Significance: 0.059146000000000004

Pattern: motif2.motif

Significance: 0.015575299999999999

Heart;P0;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.00146158

/

Pattern: metacluster_1/pattern_8

Significance: 0.00766497

Pattern: motif3.motif

Significance: 0.0307194

RTN;D1;D;En

Pattern: metacluster_0/pattern_1

Significance: 0.00499945

Pattern: motif3.motif

Significance: 0.0204312

CRBLM;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.0283976

Pattern: motif4.motif

Significance: 0.00792832

wES;MSDRM;E11.5;D;En

Pattern: metacluster_0/pattern_4

Significance: 0.00920691

/

Pattern: metacluster_0/pattern_9

Significance: 0.00135293

Pattern: motif3.motif

Significance: 0.031986400000000005

Muller;P12;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.00826565

Pattern: motif7.motif

Significance: 0.011987799999999998

Hnd_BRN;P0;D;En

Pattern: metacluster_1/pattern_4

Significance: 0.00516687

/

Pattern: metacluster_1/pattern_7

Significance: 0.00121895

Pattern: motif18.motif

Significance: 0.0449081

wES;Hnd_BRN;E14.5;D;En

Pattern: metacluster_0/pattern_2

Significance: 0.0264467

/

Pattern: metacluster_0/pattern_13

Significance: 0.000513727

Pattern: motif6.motif

Significance: 0.0593756

Md_BRN;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.00480384

/

Pattern: metacluster_1/pattern_15

Significance: 0.0272712

Pattern: motif3.motif

Significance: 0.00691764

wES;WHL_BRN;E14.5;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.0103555

/

Pattern: metacluster_1/pattern_15

Significance: 0.050589

Pattern: motif7.motif

Significance: 0.054445900000000005

wES;limb;E11.5;D;En

Pattern: metacluster_0/pattern_2

Significance: 0.0225872

/

Pattern: metacluster_0/pattern_9

Significance: 0.000670731

Pattern: motif2.motif

Significance: 0.0292053

wES;Hnd_lmb;E11.5;D;En

Pattern: metacluster_0/pattern_8

Significance: 0.00013500399999999998

Pattern: motif2.motif

Significance: 0.014119299999999998

wES;FaceP;E14.5;D;En

Pattern: metacluster_0/pattern_5

Significance: 0.00048345699999999996

Pattern: motif3.motif

Significance: 0.00777629

wES;FaceP;E11.5;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.0207202

Pattern: motif2.motif

Significance: 0.0307339

wES;NRL_Tube;E11.5;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.00706883

/

Pattern: metacluster_1/pattern_6

Significance: 2.54782e-06

/

Pattern: metacluster_1/pattern_18

Significance: 0.027460400000000003

/

Pattern: metacluster_1/pattern_19

Significance: 0.0124227

Pattern: motif3.motif

Significance: 0.021325099999999996

STMCH;P0;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.00433313

Pattern: motif2.motif

Significance: 0.05827569999999999

SKLTL_Muscle;8wks;D;En

Pattern: metacluster_1/pattern_0

Significance: 8.76558e-05

Pattern: motif2.motif

Significance: 0.0191291

3134_mammaryADNCRCNM;D;En

Pattern: metacluster_0/pattern_23

Significance: 0.03918

Pattern: motif3.motif

Significance: 0.0421454

Unique Cell types only TF-MoDISco finds Klf15: #90

Cell typeModiscoHomer
NK_SPLND;A;CL

Pattern: metacluster_0/pattern_3

Significance: 0.0167827

Absent
aB_LPS;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0274089

/

Pattern: metacluster_1/pattern_14

Significance: 0.0584347

Absent
aB_LPS+IL21;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.00105715

/

Pattern: metacluster_1/pattern_2

Significance: 0.028258099999999994

Absent
aB_LSP+a_d_dextran;A;CL

Pattern: metacluster_0/pattern_10

Significance: 0.0006910989999999999

/

Pattern: metacluster_0/pattern_24

Significance: 7.97971e-06

/

Pattern: metacluster_0/pattern_25

Significance: 1.17386e-05

/

Pattern: metacluster_0/pattern_27

Significance: 2.3312e-05

Absent
aB_CD40+IL4;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0185009

Absent
ESNPHL_SPLND_BlbCA;CL

Pattern: metacluster_0/pattern_1

Significance: 0.0330575

Absent
Tfh_LCMV;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.00453941

/

Pattern: metacluster_1/pattern_2

Significance: 0.0414931

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

Pattern: metacluster_1/pattern_10

Significance: 0.0134149

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

Pattern: metacluster_1/pattern_2

Significance: 6.04018e-05

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: 0.00199213

/

Pattern: metacluster_1/pattern_10

Significance: 0.00219452

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

Pattern: metacluster_1/pattern_2

Significance: 0.0220588

/

Pattern: metacluster_1/pattern_16

Significance: 0.0005889690000000001

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

Pattern: metacluster_1/pattern_1

Significance: 0.0243273

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

Pattern: metacluster_1/pattern_2

Significance: 0.0310702

Absent
DP;A;CL

Pattern: metacluster_1/pattern_2

Significance: 7.56273e-06

Absent
LRG_INTSTN;A;CL

Pattern: metacluster_0/pattern_0

Significance: 1.61481e-05

/

Pattern: metacluster_0/pattern_13

Significance: 0.0558029

Absent
LNG;A;CL

Pattern: metacluster_1/pattern_25

Significance: 0.0455459

Absent
Heart;D;En

Pattern: metacluster_0/pattern_13

Significance: 0.031091000000000004

/

Pattern: metacluster_0/pattern_18

Significance: 0.0583499

Absent
testis;A;CL

Pattern: metacluster_0/pattern_5

Significance: 0.0427255

/

Pattern: metacluster_0/pattern_7

Significance: 0.000268464

/

Pattern: metacluster_0/pattern_16

Significance: 0.00239282

Absent
SPNL_CHRD;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.00481916

/

Pattern: metacluster_1/pattern_9

Significance: 0.000643832

/

Pattern: metacluster_1/pattern_12

Significance: 0.000174686

/

Pattern: metacluster_1/pattern_18

Significance: 0.0266697

/

Pattern: metacluster_1/pattern_21

Significance: 0.0306688

/

Pattern: metacluster_1/pattern_23

Significance: 0.0123416

Absent
STMCH;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.001902

/

Pattern: metacluster_1/pattern_4

Significance: 0.012921799999999999

/

Pattern: metacluster_1/pattern_20

Significance: 0.0378449

Absent
PNCRS;A;CL

Pattern: metacluster_0/pattern_0

Significance: 0.0289966

/

Pattern: metacluster_0/pattern_5

Significance: 0.0486092

Absent
NRV;Eye-OPTC;A;CL

Pattern: metacluster_0/pattern_1

Significance: 0.00739191

/

Pattern: metacluster_0/pattern_4

Significance: 0.0293733

/

Pattern: metacluster_0/pattern_19

Significance: 0.0324258

/

Pattern: metacluster_0/pattern_20

Significance: 0.045224400000000005

Absent
BRN;OLFTRY_BLB;A;CL

Pattern: metacluster_0/pattern_0

Significance: 0.000287401

Absent
BRN;FRNTL_CRTX;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0289692

/

Pattern: metacluster_1/pattern_11

Significance: 0.00947517

Absent
BRN;PTMN;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.00106181

Absent
BRN;MDL_OBLNGT;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.0376291

/

Pattern: metacluster_1/pattern_5

Significance: 0.000968343

/

Pattern: metacluster_1/pattern_23

Significance: 0.0507085

Absent
BRN;SNSR_MTR_CRTX;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.0130477

Absent
BRN;CRBLM;A;CL

Pattern: metacluster_0/pattern_0

Significance: 9.317130000000001e-06

Absent
restingB;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.000677525

Absent
ILC2precrsr;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0005646890000000001

Absent
aB_LPS+IL4_24h;A;CL

Pattern: metacluster_0/pattern_7

Significance: 0.026848400000000005

Absent
aB_LPS+IL4+Oligomycin_24h;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0001041

/

Pattern: metacluster_1/pattern_15

Significance: 0.0584904

Absent
wCH12;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.014021200000000001

/

Pattern: metacluster_1/pattern_13

Significance: 0.00694231

Absent
CH12;med14;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.021090900000000003

/

Pattern: metacluster_1/pattern_13

Significance: 1.3319e-05

Absent
wCH12_drug;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.019346099999999998

Absent
mem_precrsrT_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 3.75722e-05

/

Pattern: metacluster_1/pattern_17

Significance: 0.0159321

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

Pattern: metacluster_1/pattern_2

Significance: 0.000136623

Absent
NTRPHL;A;GEO

Pattern: metacluster_0/pattern_1

Significance: 0.00796137

/

Pattern: metacluster_0/pattern_15

Significance: 6.40457e-05

Absent
ES;J1;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.046934

/

Pattern: metacluster_1/pattern_2

Significance: 0.0387092

/

Pattern: metacluster_1/pattern_15

Significance: 0.0372385

Absent
ES;E14;A;GEO

Pattern: metacluster_0/pattern_1

Significance: 4.28909e-05

/

Pattern: metacluster_0/pattern_2

Significance: 0.013294899999999998

/

Pattern: metacluster_0/pattern_4

Significance: 0.0521528

Absent
ES;F1216;A;GEO

Pattern: metacluster_0/pattern_1

Significance: 0.00012880000000000001

/

Pattern: metacluster_0/pattern_3

Significance: 0.00424073

Absent
RTN;A;GEO

Pattern: metacluster_0/pattern_2

Significance: 0.015447799999999998

Absent
ILC2;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.00427528

Absent
ILC3;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.0339693

/

Pattern: metacluster_1/pattern_9

Significance: 0.05394580000000001

Absent
naiveT;CD8+;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 1.33811e-05

/

Pattern: metacluster_1/pattern_14

Significance: 0.0192956

Absent
T_LCMV;CD8+;D8;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.0341406

Absent
T_LCMV;CD8+;D35;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.000164088

Absent
TSLEC_SPLND;CD8+A;GEO

Pattern: metacluster_1/pattern_18

Significance: 0.0187221

Absent
cntrl_memT;TCR_SV40-I_CD8+;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.039557

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

Pattern: metacluster_1/pattern_20

Significance: 0.0105723

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

Pattern: metacluster_1/pattern_2

Significance: 0.0308579

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

Pattern: metacluster_1/pattern_1

Significance: 0.00726937

Absent
B_SPLND;A;GEO

Pattern: metacluster_1/pattern_18

Significance: 0.00773854

Absent
DC_LPS;2h;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 2.33758e-05

Absent
ROD_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.00728896

Absent
BL_CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.0195026

/

Pattern: metacluster_1/pattern_10

Significance: 0.00395597

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

Pattern: metacluster_1/pattern_2

Significance: 0.00417969

/

Pattern: metacluster_1/pattern_3

Significance: 0.013588999999999999

/

Pattern: metacluster_1/pattern_15

Significance: 0.052159199999999996

Absent
SKN_EPTHL;A;GEO

Pattern: metacluster_0/pattern_0

Significance: 2.2283000000000003e-05

Absent
NPC;G4;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.028762400000000004

/

Pattern: metacluster_1/pattern_20

Significance: 0.03991

/

Pattern: metacluster_1/pattern_24

Significance: 0.0272528

Absent
NPC;Ch13;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.021352799999999998

/

Pattern: metacluster_1/pattern_7

Significance: 0.0275193

/

Pattern: metacluster_1/pattern_15

Significance: 0.0347653

Absent
iPV_NRN;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.0092685

/

Pattern: metacluster_1/pattern_9

Significance: 0.00431315

Absent
iVIP_NRN;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.005740100000000001

Absent
Corticotrope;A;GEO

Pattern: metacluster_0/pattern_14

Significance: 0.0486986

Absent
Melanotrope;A;GEO

Pattern: metacluster_0/pattern_1

Significance: 0.00634467

Absent
ES;ZhBTc4;untreated;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 1.3400899999999999e-05

/

Pattern: metacluster_1/pattern_3

Significance: 0.00761528

/

Pattern: metacluster_1/pattern_16

Significance: 0.00997574

Absent
Mammary_BptfKO;A;GEO

Pattern: metacluster_0/pattern_0

Significance: 0.0123215

/

Pattern: metacluster_0/pattern_16

Significance: 0.0272798

/

Pattern: metacluster_0/pattern_20

Significance: 0.059556899999999996

/

Pattern: metacluster_0/pattern_26

Significance: 0.0263089

Absent
ES;ZhBTc4;1;D;GEO

Pattern: metacluster_1/pattern_0

Significance: 3.6844e-06

Absent
ES;ZhBTc4;2;D;GEO

Pattern: metacluster_1/pattern_1

Significance: 8.2271e-05

/

Pattern: metacluster_1/pattern_16

Significance: 0.05315399999999999

Absent
ES;D0;D;GEO

Pattern: metacluster_0/pattern_1

Significance: 0.00796132

Absent
WHL_BRN;8wks;D;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.0134075

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

Pattern: metacluster_0/pattern_4

Significance: 0.00760206

/

Pattern: metacluster_0/pattern_9

Significance: 1.95821e-06

/

Pattern: metacluster_0/pattern_14

Significance: 0.0271278

Absent
ES;129S1_SVImJ_CJ7;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.0100966

Absent
ES;C57BL_6J;R1;D;En

Pattern: metacluster_1/pattern_0

Significance: 0.000119161

/

Pattern: metacluster_1/pattern_7

Significance: 0.010275

Absent
3T3-L1;FBRBLST;D;En

Pattern: metacluster_1/pattern_1

Significance: 3.65948e-05

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

Pattern: metacluster_1/pattern_1

Significance: 0.00651976

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

Pattern: metacluster_0/pattern_7

Significance: 0.00135632

/

Pattern: metacluster_0/pattern_12

Significance: 0.0387347

/

Pattern: metacluster_0/pattern_21

Significance: 0.0111649

/

Pattern: metacluster_0/pattern_22

Significance: 0.030519900000000003

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

Pattern: metacluster_1/pattern_5

Significance: 0.0112375

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

Pattern: metacluster_0/pattern_7

Significance: 1.06503e-05

/

Pattern: metacluster_0/pattern_16

Significance: 0.056273800000000006

Absent
Fr_BRN;P0;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.0105066

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

Pattern: metacluster_0/pattern_1

Significance: 0.00326714

/

Pattern: metacluster_0/pattern_7

Significance: 7.65479e-05

/

Pattern: metacluster_0/pattern_17

Significance: 0.05294680000000001

/

Pattern: metacluster_0/pattern_26

Significance: 0.00527015

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

Pattern: metacluster_0/pattern_3

Significance: 0.036157

/

Pattern: metacluster_0/pattern_13

Significance: 7.91682e-05

/

Pattern: metacluster_0/pattern_20

Significance: 0.0582025

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

Pattern: metacluster_0/pattern_2

Significance: 0.0272142

/

Pattern: metacluster_0/pattern_5

Significance: 1.0780799999999998e-05

/

Pattern: metacluster_0/pattern_15

Significance: 0.056418600000000006

Absent
wES;Telenchephalon;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.0192463

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

Pattern: metacluster_1/pattern_2

Significance: 5.36142e-06

/

Pattern: metacluster_1/pattern_12

Significance: 0.05765830000000001

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

Pattern: metacluster_1/pattern_12

Significance: 0.00135239

/

Pattern: metacluster_1/pattern_16

Significance: 0.0475908

Absent
A20;B-lymphoma;D;En

Pattern: metacluster_1/pattern_6

Significance: 0.00749225

Absent
MEL;D;En

Pattern: metacluster_1/pattern_18

Significance: 0.0505301

Absent
MTR_NRN_MN1;methyl3;D;En

Pattern: metacluster_0/pattern_0

Significance: 0.014714600000000001

Absent
MN1;D;En

Pattern: metacluster_1/pattern_1

Significance: 5.2192200000000005e-06

Absent
Unique Cell types only Homer finds Klf15: #47

Cell typeModiscoHomer
T_MLD;TCR_SV40-I_CD8+;D28;A;GEOAbsent

Pattern: motif3.motif

Significance: 0.0385046

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

Pattern: motif3.motif

Significance: 0.0266531

Th17;CD4+;A;CLAbsent

Pattern: motif3.motif

Significance: 0.00565328

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

Pattern: motif3.motif

Significance: 0.00489427

matureB;A;CLAbsent

Pattern: motif3.motif

Significance: 0.011498999999999999

aB;A;GEOAbsent

Pattern: motif3.motif

Significance: 0.0119124

prePLSM_B;A;GEOAbsent

Pattern: motif3.motif

Significance: 0.0107442

Spleen;8wks;D;EnAbsent

Pattern: motif3.motif

Significance: 0.00407401

416B;HMTP_SPNSN;CD34+;D;EnAbsent

Pattern: motif5.motif

Significance: 0.0267712

B;B220_CD43;A;GEOAbsent

Pattern: motif3.motif

Significance: 0.027214099999999995

AML;D;EnAbsent

Pattern: motif4.motif

Significance: 0.00400891

MCRPHG_BMD.LPD_Stmltd;A;GEOAbsent

Pattern: motif4.motif

Significance: 0.0321628

AML;AE9a;A;GEOAbsent

Pattern: motif4.motif

Significance: 0.0054562

BSPHL;A;CLAbsent

Pattern: motif5.motif

Significance: 0.00756235

DC_pBMD;A;GEOAbsent

Pattern: motif5.motif

Significance: 0.0160964

NIH3T3;D;EnAbsent

Pattern: motif3.motif

Significance: 0.00641854

Tfh_mut;A;CLAbsent

Pattern: motif2.motif

Significance: 0.030967900000000003

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

Pattern: motif3.motif

Significance: 0.025222099999999997

MCRPHG;A;CLAbsent

Pattern: motif4.motif

Significance: 0.00533405

ThMS_MEC;Aire++;A;GEOAbsent

Pattern: motif3.motif

Significance: 0.0231666

pMeg;A;EnAbsent

Pattern: motif4.motif

Significance: 0.027536099999999997

EPP;A;EnAbsent

Pattern: motif2.motif

Significance: 0.0105231

pGMP;A;EnAbsent

Pattern: motif4.motif

Significance: 0.0568802

DC;A;EnAbsent

Pattern: motif4.motif

Significance: 0.00588614

NIH3T3_FBROBLST;D;GEOAbsent

Pattern: motif3.motif

Significance: 0.0168827

LVR;8wks;D;GEOAbsent

Pattern: motif6.motif

Significance: 0.037579800000000003

gamma_delta_TCR;A;CLAbsent

Pattern: motif3.motif

Significance: 0.0399158

gamma_delta_TCR_MCR;A;CLAbsent

Pattern: motif3.motif

Significance: 0.00652761

gamma_delta_TCR_M-S-;A;CLAbsent

Pattern: motif1.motif

Significance: 0.0413421

NK;IL2+IL12+;A;CLAbsent

Pattern: motif2.motif

Significance: 0.055972900000000006

Treg;CD4+_CD25+;D;GEOAbsent

Pattern: motif3.motif

Significance: 0.0228244

apTreg;D;GEOAbsent

Pattern: motif3.motif

Significance: 0.00942314

NIH3T3_FBROBLST;D;EnAbsent

Pattern: motif3.motif

Significance: 0.024092500000000003

CLP;A;CLAbsent

Pattern: motif4.motif

Significance: 0.0316187

KDNY;8wks;D;EnAbsent

Pattern: motif4.motif

Significance: 0.032552199999999996

wES;LVR;E11.5;D.;EnAbsent

Pattern: motif2.motif

Significance: 0.00741956

ILC2+IL33+IL25;A;GEOAbsent

Pattern: motif3.motif

Significance: 0.024756599999999997

ILC1;A;GEOAbsent

Pattern: motif3.motif

Significance: 0.00716296

ILC1_AbxGRMFree;A;GEOAbsent

Pattern: motif3.motif

Significance: 0.0484981

apTreg;8wk;D;EnAbsent

Pattern: motif2.motif

Significance: 0.00528251

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

Pattern: motif2.motif

Significance: 0.023137900000000003

immatureB_SPLND;CD43-_CD11b-;D;EnAbsent

Pattern: motif3.motif

Significance: 0.022462299999999998

T_LCMV;CD8+;D33;A;GEOAbsent

Pattern: motif3.motif

Significance: 0.00415215

TExh_SPLND;CD8+;A;GEOAbsent

Pattern: motif3.motif

Significance: 0.00402277

WHL_BRN;8wks;D;EnAbsent

Pattern: motif3.motif

Significance: 0.0289819

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

Pattern: motif3.motif

Significance: 0.0336728

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

Pattern: motif3.motif

Significance: 0.023611700000000003