In [1]:
# Parameters
data_name = "Mlx"
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 11:20:13,423 [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)
Mlx: Motif: M00752_2.00



Forward PWM

Reverse PWM

Shared Cell types both TF-MoDISco and Homer finds Mlx: #94

Cell typeModiscoHomer
MPP;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.0405799

Pattern: motif7.motif

Significance: 0.0591611

naiveCD8;A;CL

Pattern: metacluster_0/pattern_10

Significance: 0.014702200000000002

Pattern: motif8.motif

Significance: 0.0484028

aB_LPS+IL21;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.048025599999999995

Pattern: motif7.motif

Significance: 0.0365457

NTRPHL;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.026372700000000002

Pattern: motif6.motif

Significance: 0.0326346

aNonTfh;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.00634181

Pattern: motif17.motif

Significance: 0.018650999999999997

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

Pattern: metacluster_1/pattern_8

Significance: 0.0173947

Pattern: motif9.motif

Significance: 0.0592528

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

Pattern: metacluster_1/pattern_8

Significance: 0.0158872

Pattern: motif16.motif

Significance: 0.032087700000000004

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

Pattern: metacluster_1/pattern_10

Significance: 0.00595904

Pattern: motif16.motif

Significance: 0.0165628

DC_BMD;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.0216723

/

Pattern: metacluster_1/pattern_15

Significance: 0.0281411

Pattern: motif9.motif

Significance: 0.0588518

MCRPHG;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.0383926

Pattern: motif6.motif

Significance: 0.00486866

DP3a;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00783866

Pattern: motif21.motif

Significance: 0.0234314

ISP;A;CL

Pattern: metacluster_1/pattern_13

Significance: 0.00641368

Pattern: motif22.motif

Significance: 0.00852288

Heart;D;En

Pattern: metacluster_0/pattern_11

Significance: 0.0234227

Pattern: motif14.motif

Significance: 0.00417917

Adipose;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.026706900000000002

Pattern: motif7.motif

Significance: 0.036676

Mammary;A;CL

Pattern: metacluster_0/pattern_6

Significance: 0.018961000000000002

Pattern: motif6.motif

Significance: 0.029466200000000005

placenta;A;CL

Pattern: metacluster_0/pattern_12

Significance: 0.032781

Pattern: motif17.motif

Significance: 0.0166848

SPNL_CHRD;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.0193157

Pattern: motif7.motif

Significance: 0.044163

STMCH;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.0503599

Pattern: motif5.motif

Significance: 0.029492200000000003

BRN;CRBLM;A;CL

Pattern: metacluster_0/pattern_11

Significance: 0.016846400000000004

Pattern: motif8.motif

Significance: 0.0337068

gamma_delta_TCR;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.0057903

Pattern: motif15.motif

Significance: 0.0181807

NK;IL2+IL12+;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.014740000000000001

Pattern: motif9.motif

Significance: 0.046844699999999996

NCR+ILC3+IL23;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.0337268

/

Pattern: metacluster_1/pattern_14

Significance: 0.0180834

Pattern: motif18.motif

Significance: 0.0168725

aB_LPS+IL4_24h;A;CL

Pattern: metacluster_0/pattern_10

Significance: 0.0118411

Pattern: motif5.motif

Significance: 0.050171600000000004

aB_LPS+IL4+Oligomycin_24h;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.0088598

Pattern: motif22.motif

Significance: 0.018155599999999997

CH12;med14;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.0236083

Pattern: motif5.motif

Significance: 0.0341287

wCH12_drug;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.0297086

Pattern: motif8.motif

Significance: 0.05479880000000001

/

Pattern: motif21.motif

Significance: 0.0309438

NTRPHL;A;GEO

Pattern: metacluster_0/pattern_11

Significance: 0.027780400000000004

Pattern: motif4.motif

Significance: 0.0583135

ES;F1216;A;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.0169207

Pattern: motif19.motif

Significance: 0.00387469

ES;129SV_Jae_C57BL6J;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.00897128

Pattern: motif16.motif

Significance: 0.0465085

RTN;A;GEO

Pattern: metacluster_0/pattern_10

Significance: 0.00383583

Pattern: motif14.motif

Significance: 0.0454662

ILC3;A;GEO

Pattern: metacluster_1/pattern_16

Significance: 0.018375

Pattern: motif18.motif

Significance: 0.0171541

naiveT;CD8+;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.0171125

Pattern: motif22.motif

Significance: 0.016743900000000003

TExh_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.00952984

Pattern: motif10.motif

Significance: 0.0462782

B_SPLND;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.013919899999999999

Pattern: motif21.motif

Significance: 0.017889099999999998

MCRPHG_BMD.UnStmltd;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.030550099999999997

/

Pattern: metacluster_1/pattern_9

Significance: 0.0207701

Pattern: motif12.motif

Significance: 0.036081199999999994

MCRPHG_BMD.LPD_Stmltd;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.0283471

/

Pattern: metacluster_1/pattern_13

Significance: 0.0171974

Pattern: motif6.motif

Significance: 0.058533400000000006

/

Pattern: motif17.motif

Significance: 0.0116884

DC_LPS;6h;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.0403247

/

Pattern: metacluster_1/pattern_16

Significance: 0.0243635

Pattern: motif12.motif

Significance: 0.00477749

DC_pBMD;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.039839400000000004

/

Pattern: metacluster_1/pattern_7

Significance: 0.03397

Pattern: motif10.motif

Significance: 0.017993099999999998

ENDRM_ESD;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.015138200000000001

Pattern: motif19.motif

Significance: 0.020767599999999997

CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.00538127

Pattern: motif11.motif

Significance: 0.0323372

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

Pattern: metacluster_0/pattern_13

Significance: 0.010012299999999998

Pattern: motif14.motif

Significance: 0.0151583

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

Pattern: metacluster_0/pattern_18

Significance: 0.0166835

Pattern: motif20.motif

Significance: 0.0569236

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

Pattern: metacluster_0/pattern_18

Significance: 0.00888653

Pattern: motif19.motif

Significance: 0.0563117

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

Pattern: metacluster_0/pattern_12

Significance: 0.0428675

Pattern: motif21.motif

Significance: 0.017238999999999997

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

Pattern: metacluster_0/pattern_15

Significance: 0.023906900000000002

Pattern: motif13.motif

Significance: 0.0047202

NPC;Ch13;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.0174083

Pattern: motif25.motif

Significance: 0.0190433

ES;ZhBTc4;untreated;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.0212169

Pattern: motif21.motif

Significance: 0.0141868

npES;ZHBTC4;doxyc;treat;A;GEO

Pattern: metacluster_0/pattern_15

Significance: 0.031484500000000006

Pattern: motif17.motif

Significance: 0.0519496

ES;JM8.N4;Mitosis;A;GEO

Pattern: metacluster_0/pattern_11

Significance: 0.015416399999999999

Pattern: motif8.motif

Significance: 0.0328831

pMeg;A;En

Pattern: metacluster_1/pattern_15

Significance: 0.00465886

Pattern: motif8.motif

Significance: 0.0130321

MegEP;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.0276086

Pattern: motif11.motif

Significance: 0.0587586

MegP;A;En

Pattern: metacluster_1/pattern_11

Significance: 0.00306884

Pattern: motif12.motif

Significance: 0.0115177

DC;A;En

Pattern: metacluster_1/pattern_7

Significance: 0.0321475

/

Pattern: metacluster_1/pattern_11

Significance: 0.028565899999999998

Pattern: motif13.motif

Significance: 0.00522234

ES;ZhBTc4;1;D;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.026890499999999998

Pattern: motif16.motif

Significance: 0.0332767

ES;ZhBTc4;2;D;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.0260971

Pattern: motif13.motif

Significance: 0.0111273

ES;D0;D;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.0266815

Pattern: motif9.motif

Significance: 0.0296448

LVR;8wks;D;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.0262531

Pattern: motif14.motif

Significance: 0.018778

LNG;8wks;D;GEO

Pattern: metacluster_0/pattern_15

Significance: 0.0136224

Pattern: motif5.motif

Significance: 0.0117277

ES;E14;D;En

Pattern: metacluster_1/pattern_8

Significance: 0.00855534

Pattern: motif19.motif

Significance: 0.00752839

ES;C57BL_6J;R1;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.00939876

Pattern: motif17.motif

Significance: 0.043205099999999996

NIH3T3_FBROBLST;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.04777

/

Pattern: metacluster_1/pattern_16

Significance: 0.0169905

Pattern: motif13.motif

Significance: 0.00913294

FBRBLST;8wks;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.0449202

/

Pattern: metacluster_1/pattern_13

Significance: 0.0149731

Pattern: motif11.motif

Significance: 0.0500224

3T3-L1;FBRBLST;D;En

Pattern: metacluster_1/pattern_8

Significance: 0.059058900000000004

/

Pattern: metacluster_1/pattern_15

Significance: 0.0108565

Pattern: motif9.motif

Significance: 0.057093700000000004

KDNY;P0;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.039350199999999995

/

Pattern: metacluster_1/pattern_15

Significance: 0.0116939

Pattern: motif16.motif

Significance: 0.047204199999999995

KDNY;8wks;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.00358382

Pattern: motif10.motif

Significance: 0.033951499999999996

LVR;8wks;D;En

Pattern: metacluster_0/pattern_10

Significance: 0.024083700000000003

Pattern: motif12.motif

Significance: 0.0262079

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

Pattern: metacluster_1/pattern_11

Significance: 0.012478

Pattern: motif9.motif

Significance: 0.00963406

LNG;P0;D;En

Pattern: metacluster_1/pattern_14

Significance: 0.0157944

Pattern: motif8.motif

Significance: 0.05775790000000001

Heart;8wks;D;En

Pattern: metacluster_0/pattern_8

Significance: 0.0136685

Pattern: motif8.motif

Significance: 0.0169478

Heart;P0;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.0291714

/

Pattern: metacluster_1/pattern_12

Significance: 0.0293935

Pattern: motif7.motif

Significance: 0.0503099

Adipocyte_3T3-L1D;C57BL6;D8;D;En

Pattern: metacluster_1/pattern_6

Significance: 0.054872000000000004

Pattern: motif13.motif

Significance: 0.0470284

Adipose;D;En

Pattern: metacluster_0/pattern_17

Significance: 0.010933499999999999

Pattern: motif15.motif

Significance: 0.044192800000000004

RTN;D1;D;En

Pattern: metacluster_0/pattern_14

Significance: 0.007032399999999999

Pattern: motif13.motif

Significance: 0.0326208

wES;RTN;E11.5;D;En

Pattern: metacluster_0/pattern_20

Significance: 0.015017600000000002

Pattern: motif19.motif

Significance: 0.0157373

CRBLM;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.0146951

Pattern: motif10.motif

Significance: 0.0186862

416B_MP;CD34+;D;En

Pattern: metacluster_1/pattern_16

Significance: 0.0181824

Pattern: motif11.motif

Significance: 0.0593712

Muller;P12;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.032788599999999994

/

Pattern: metacluster_1/pattern_17

Significance: 0.012837999999999999

Pattern: motif9.motif

Significance: 0.035825800000000005

/

Pattern: motif18.motif

Significance: 0.059613099999999995

Fr_BRN;P0;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.010210799999999999

Pattern: motif22.motif

Significance: 0.0115264

Hnd_BRN;P0;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.0582136

/

Pattern: metacluster_1/pattern_14

Significance: 0.0271399

Pattern: motif16.motif

Significance: 0.00492335

wES;Hnd_BRN;E14.5;D;En

Pattern: metacluster_0/pattern_16

Significance: 0.00821473

Pattern: motif22.motif

Significance: 0.0455969

wES;Md_BRN;E11.5;D;En

Pattern: metacluster_0/pattern_14

Significance: 0.058411199999999996

/

Pattern: metacluster_0/pattern_16

Significance: 0.00831525

Pattern: motif22.motif

Significance: 0.011300900000000001

Md_BRN;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.046018

/

Pattern: metacluster_1/pattern_16

Significance: 0.040581

Pattern: motif16.motif

Significance: 0.0420202

wES;WHL_BRN;E14.5;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.00319063

Pattern: motif23.motif

Significance: 0.036746600000000004

wES;limb;E14.5;D;En

Pattern: metacluster_1/pattern_8

Significance: 0.025462900000000004

/

Pattern: metacluster_1/pattern_15

Significance: 0.00540848

Pattern: motif24.motif

Significance: 0.0221068

wES;Fr_lmb;E11.5;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.00598996

Pattern: motif20.motif

Significance: 0.0150652

wES;Hnd_lmb;E11.5;D;En

Pattern: metacluster_0/pattern_14

Significance: 0.00721119

Pattern: motif15.motif

Significance: 0.0445957

wES;FaceP;E14.5;D;En

Pattern: metacluster_0/pattern_9

Significance: 0.0265694

/

Pattern: metacluster_0/pattern_20

Significance: 0.0313945

Pattern: motif22.motif

Significance: 0.0197732

wES;FaceP;E11.5;D;En

Pattern: metacluster_1/pattern_13

Significance: 0.0293661

Pattern: motif13.motif

Significance: 0.0231737

LRG_INTSTN;8wks;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.0216965

/

Pattern: metacluster_1/pattern_12

Significance: 0.0489452

Pattern: motif12.motif

Significance: 0.0587067

STMCH;P0;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.0290935

/

Pattern: metacluster_1/pattern_15

Significance: 0.00875201

Pattern: motif10.motif

Significance: 0.047479099999999996

SKLTL_Muscle;8wks;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.015094

Pattern: motif5.motif

Significance: 0.025838200000000002

Spleen;8wks;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.030278199999999998

Pattern: motif7.motif

Significance: 0.0149441

416B;HMTP_SPNSN;CD34+;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.0114529

/

Pattern: metacluster_1/pattern_16

Significance: 0.041352

Pattern: motif16.motif

Significance: 0.0306276

MTR_NRN_MN1;methyl3;D;En

Pattern: metacluster_0/pattern_7

Significance: 0.0365416

/

Pattern: metacluster_0/pattern_19

Significance: 0.0401281

Pattern: motif7.motif

Significance: 0.052702

/

Pattern: motif20.motif

Significance: 0.013825299999999999

Unique Cell types only TF-MoDISco finds Mlx: #170

Cell typeModiscoHomer
memT;CD4+;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.00515247

Absent
Th17;CD4+;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.0160435

Absent
NK_SPLND;A;CL

Pattern: metacluster_0/pattern_13

Significance: 0.024283199999999998

Absent
proB;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00585642

Absent
preB;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.034441900000000004

Absent
matureB;A;CL

Pattern: metacluster_0/pattern_7

Significance: 0.0312505

Absent
B1_B;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.018999099999999998

Absent
GC_B;A;CL

Pattern: metacluster_1/pattern_13

Significance: 0.024249200000000002

Absent
plasmaB;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.059825699999999996

/

Pattern: metacluster_1/pattern_12

Significance: 0.00950777

Absent
aB_LPS;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.0163645

Absent
aB_LPS+IL4;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.0221547

Absent
aB_LSP+a_d_dextran;A;CL

Pattern: metacluster_0/pattern_7

Significance: 0.021646000000000002

Absent
aB_CD40+IL4;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.0112072

Absent
Mast;A;CL

Pattern: metacluster_0/pattern_13

Significance: 0.0189024

Absent
BSPHL;A;CL

Pattern: metacluster_1/pattern_15

Significance: 0.014921100000000001

Absent
ESNPHL_ex-vivo_BlbC;A;CL

Pattern: metacluster_0/pattern_10

Significance: 0.0310172

Absent
ESNPHL_SPLND_BlbCA;CL

Pattern: metacluster_0/pattern_5

Significance: 0.0419976

Absent
Tfh_LCMV;A;CL

Pattern: metacluster_1/pattern_13

Significance: 0.00700026

Absent
Tfh;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00908027

Absent
aNonTfh_mut;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.00567084

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

Pattern: metacluster_1/pattern_11

Significance: 0.021809400000000003

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

Pattern: metacluster_1/pattern_9

Significance: 0.0111634

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

Pattern: metacluster_1/pattern_11

Significance: 0.00698291

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

Pattern: metacluster_1/pattern_9

Significance: 0.0127087

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

Pattern: metacluster_1/pattern_11

Significance: 0.00942512

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

Pattern: metacluster_1/pattern_10

Significance: 0.015624200000000001

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

Pattern: metacluster_1/pattern_9

Significance: 0.00865515

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

Pattern: metacluster_1/pattern_10

Significance: 0.011037

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

Pattern: metacluster_1/pattern_8

Significance: 0.014436500000000001

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

Pattern: metacluster_1/pattern_11

Significance: 0.033320300000000004

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

Pattern: metacluster_1/pattern_9

Significance: 0.00232582

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

Pattern: metacluster_1/pattern_8

Significance: 0.011892299999999998

Absent
Erythroblast;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.034850599999999995

Absent
DP;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.0169017

Absent
DP3b;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.0138658

Absent
ES;E14;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.0173257

Absent
ES;MEF;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.029524

/

Pattern: metacluster_1/pattern_14

Significance: 0.0203231

Absent
SML_INTSTN;A;CL

Pattern: metacluster_0/pattern_7

Significance: 0.00452086

Absent
LRG_INTSTN;A;CL

Pattern: metacluster_0/pattern_15

Significance: 0.017947799999999996

Absent
LNG;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.0235232

Absent
Muscle;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.012715

Absent
Adrenal;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.055059000000000004

Absent
testis;A;CL

Pattern: metacluster_0/pattern_14

Significance: 0.0121125

Absent
PNCRS;A;CL

Pattern: metacluster_0/pattern_2

Significance: 0.053064099999999996

Absent
eye-NRL_RTN;A;CL

Pattern: metacluster_0/pattern_8

Significance: 0.00446353

Absent
NRV;Eye-OPTC;A;CL

Pattern: metacluster_0/pattern_11

Significance: 0.00826449

Absent
BRN;OLFTRY_BLB;A;CL

Pattern: metacluster_0/pattern_14

Significance: 0.0369691

Absent
BRN;FRNTL_CRTX;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.016640900000000004

Absent
BRN;PTMN;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.013828799999999999

Absent
BRN;MDL_OBLNGT;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.013288900000000001

Absent
BRN;SNSR_MTR_CRTX;A;CL

Pattern: metacluster_1/pattern_15

Significance: 0.010500399999999998

Absent
restingB;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.020212900000000002

Absent
aB;CD180;A;CL

Pattern: metacluster_1/pattern_11

Significance: 0.0207453

Absent
LNG_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_16

Significance: 0.0108322

Absent
SHRT_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.00988528

Absent
gamma_delta_TCR_MCR;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.0206764

Absent
gamma_delta_TCR_M-S-;A;CL

Pattern: metacluster_0/pattern_11

Significance: 0.0140817

Absent
ILC2precrsr;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.00963197

Absent
NCR+ILC3;A;CL

Pattern: metacluster_1/pattern_15

Significance: 0.0201022

Absent
ILC2_Nippo;A;CL

Pattern: metacluster_1/pattern_16

Significance: 0.00673526

Absent
ILC1;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.021222400000000002

Absent
ILC2;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.018928999999999998

Absent
Th2_nippo;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.011390899999999999

Absent
CH12_QNTPLE;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.016658000000000003

Absent
wCH12;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.030635000000000003

Absent
CLP;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.0161785

Absent
mem_precrsrT_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.00671234

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

Pattern: metacluster_1/pattern_13

Significance: 0.019835400000000003

Absent
ES;J1;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.012850799999999997

Absent
ES;E14;A;GEO

Pattern: metacluster_0/pattern_18

Significance: 0.0176982

Absent
ES;v6.5;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.050673800000000005

Absent
Mammary_GLND;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.0545414

/

Pattern: metacluster_1/pattern_13

Significance: 0.052476999999999996

Absent
CRBL_GRNL_Precrsr;A;GEO

Pattern: metacluster_0/pattern_9

Significance: 0.0235763

/

Pattern: metacluster_0/pattern_13

Significance: 0.022668400000000002

Absent
ILC2+IL33+IL25;A;GEO

Pattern: metacluster_1/pattern_14

Significance: 0.00959962

Absent
ILC1;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.0159939

Absent
ILC2;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.00814817

Absent
ILC1_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_14

Significance: 0.013655100000000002

Absent
ILC2_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.027197100000000002

Absent
ILC3_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_18

Significance: 0.00922309

Absent
T_LCMV;CD8+;D8;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.012496

Absent
T_LCMV;CD8+;D33;A;GEO

Pattern: metacluster_1/pattern_14

Significance: 0.00499409

Absent
T_LCMV;CD8+;D35;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.016499

Absent
TEff_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.00805805

Absent
TSLEC_SPLND;CD8+A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.00607899

Absent
naiveT;trnsgncTCR_SV40-I_CD8;A;GEO

Pattern: metacluster_0/pattern_10

Significance: 0.0125039

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

Pattern: metacluster_1/pattern_9

Significance: 0.0221374

Absent
cntrl_memT;TCR_SV40-I_CD8+;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.00631085

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

Pattern: metacluster_1/pattern_14

Significance: 0.00653107

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

Pattern: metacluster_1/pattern_10

Significance: 0.00469431

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

Pattern: metacluster_1/pattern_13

Significance: 0.00940062

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

Pattern: metacluster_1/pattern_14

Significance: 0.00949924

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

Pattern: metacluster_1/pattern_13

Significance: 0.00816646

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

Pattern: metacluster_1/pattern_15

Significance: 0.0131659

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

Pattern: metacluster_0/pattern_13

Significance: 0.00644395

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

Pattern: metacluster_1/pattern_5

Significance: 0.0152159

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

Pattern: metacluster_0/pattern_11

Significance: 0.0057372

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

Pattern: metacluster_1/pattern_12

Significance: 0.010123

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

Pattern: metacluster_1/pattern_14

Significance: 0.00956461

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

Pattern: metacluster_1/pattern_13

Significance: 0.00816809

Absent
iNKT;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.029016399999999998

Absent
aB;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0230825

Absent
prePLSM_B;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.00769166

Absent
preB_BMD;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.031159899999999997

Absent
B;B220_CD43;A;GEO

Pattern: metacluster_1/pattern_20

Significance: 0.00869964

Absent
Erythroid;Ter119+;A;GEO

Pattern: metacluster_0/pattern_12

Significance: 0.025297

Absent
AML;AE9a;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.05445030000000001

/

Pattern: metacluster_1/pattern_14

Significance: 0.0108794

Absent
DC_LPS;2h;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.0304279

/

Pattern: metacluster_1/pattern_13

Significance: 0.0177567

Absent
ROD_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.011183799999999999

Absent
ROD_PHT_RCPTR_RTN;A;GEO

Pattern: metacluster_0/pattern_11

Significance: 0.00931486

Absent
GCN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.013178

Absent
BL_CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0191181

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

Pattern: metacluster_1/pattern_14

Significance: 0.0100529

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

Pattern: metacluster_0/pattern_17

Significance: 0.010126999999999999

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

Pattern: metacluster_0/pattern_16

Significance: 0.010506

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

Pattern: metacluster_1/pattern_13

Significance: 0.0263503

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

Pattern: metacluster_0/pattern_17

Significance: 0.017588200000000002

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

Pattern: metacluster_0/pattern_17

Significance: 0.010930500000000001

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

Pattern: metacluster_0/pattern_18

Significance: 0.0179329

Absent
SKN_EPTHL;A;GEO

Pattern: metacluster_0/pattern_5

Significance: 0.0177905

Absent
BCK_SKN;A;GEO

Pattern: metacluster_0/pattern_20

Significance: 0.00889307

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

Pattern: metacluster_0/pattern_14

Significance: 0.011389100000000001

Absent
NPC;F129;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0546184

/

Pattern: metacluster_1/pattern_15

Significance: 0.0270988

Absent
NPC;G4;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.027388799999999998

Absent
NPC;mE6;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.023091099999999996

Absent
ePyramidal_NRN;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.05990650000000001

Absent
iPV_NRN;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.045410400000000004

/

Pattern: metacluster_1/pattern_16

Significance: 0.00532899

Absent
iVIP_NRN;A;GEO

Pattern: metacluster_1/pattern_17

Significance: 0.031178700000000004

Absent
G_NRN_P;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0351788

/

Pattern: metacluster_1/pattern_12

Significance: 0.0100185

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

Pattern: metacluster_0/pattern_9

Significance: 0.00785116

Absent
ThMS_MEC;Aire++;A;GEO

Pattern: metacluster_1/pattern_14

Significance: 0.00923258

Absent
Corticotrope;A;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.025264599999999998

Absent
Melanotrope;A;GEO

Pattern: metacluster_0/pattern_11

Significance: 0.024896400000000003

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

Pattern: metacluster_1/pattern_13

Significance: 0.015310299999999997

/

Pattern: metacluster_1/pattern_18

Significance: 0.0568048

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

Pattern: metacluster_0/pattern_11

Significance: 0.00625808

Absent
Mammary_BptfKO;A;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.037694599999999995

/

Pattern: metacluster_0/pattern_15

Significance: 0.0259295

Absent
EPP;A;En

Pattern: metacluster_1/pattern_11

Significance: 0.0225396

Absent
pErythroblast;A;En

Pattern: metacluster_1/pattern_12

Significance: 0.0255956

Absent
pCMP;A;CL

Pattern: metacluster_1/pattern_16

Significance: 0.0176527

Absent
DC_LPS;4h;A;En

Pattern: metacluster_1/pattern_8

Significance: 0.0325096

/

Pattern: metacluster_1/pattern_13

Significance: 0.012226

Absent
NIH3T3_FBROBLST;D;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.014529599999999998

Absent
3134_mammaryADNCRCNM;D;GE

Pattern: metacluster_1/pattern_10

Significance: 0.058165699999999994

/

Pattern: metacluster_1/pattern_13

Significance: 0.0518616

Absent
T_SPLND_blstCLTRD;CD4+;D;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0177807

Absent
naiveT_SPLND;CD4+;D;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.010077899999999999

Absent
apCD4Eff;D;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.0109767

Absent
416B_MP;CD34+;D;GEO

Pattern: metacluster_1/pattern_14

Significance: 0.0139726

Absent
WHL_BRN;8wks;D;GEO

Pattern: metacluster_1/pattern_15

Significance: 0.0208232

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

Pattern: metacluster_0/pattern_13

Significance: 0.021033

Absent
ES;129S1_SVImJ_CJ7;D;En

Pattern: metacluster_1/pattern_6

Significance: 0.0226599

Absent
LVR;P0;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.0305005

Absent
LNG;8wks;D;En

Pattern: metacluster_0/pattern_11

Significance: 0.00409429

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

Pattern: metacluster_1/pattern_9

Significance: 0.049790499999999994

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

Pattern: metacluster_1/pattern_14

Significance: 0.00977796

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

Pattern: metacluster_1/pattern_11

Significance: 0.01679

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

Pattern: metacluster_0/pattern_16

Significance: 0.0250998

/

Pattern: metacluster_0/pattern_17

Significance: 0.053063599999999995

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

Pattern: metacluster_0/pattern_12

Significance: 0.0315099

/

Pattern: metacluster_0/pattern_13

Significance: 0.03379190000000001

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

Pattern: metacluster_0/pattern_15

Significance: 0.0423945

/

Pattern: metacluster_0/pattern_18

Significance: 0.0138423

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

Pattern: metacluster_0/pattern_18

Significance: 0.0337866

Absent
WHL_BRN;8wks;D;En

Pattern: metacluster_1/pattern_13

Significance: 0.00268919

Absent
wES;Telenchephalon;D;En

Pattern: metacluster_1/pattern_14

Significance: 0.00866389

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

Pattern: metacluster_0/pattern_19

Significance: 0.0213018

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

Pattern: metacluster_1/pattern_14

Significance: 0.0324607

/

Pattern: metacluster_1/pattern_16

Significance: 0.0144917

Absent
3134_mammaryADNCRCNM;D;En

Pattern: metacluster_0/pattern_10

Significance: 0.0471288

/

Pattern: metacluster_0/pattern_17

Significance: 0.00477315

Absent
AML;D;En

Pattern: metacluster_1/pattern_17

Significance: 0.00630302

Absent
CH12.LX;D;En

Pattern: metacluster_1/pattern_10

Significance: 0.046606

/

Pattern: metacluster_1/pattern_16

Significance: 0.00843095

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

Pattern: metacluster_1/pattern_11

Significance: 0.023853799999999998

Absent
MEL;D;En

Pattern: metacluster_1/pattern_13

Significance: 0.020951499999999998

Absent
MEL_Znc_di-cl;24h;D;En

Pattern: metacluster_1/pattern_22

Significance: 0.0183868

Absent
NIH3T3;D;En

Pattern: metacluster_1/pattern_6

Significance: 0.0270972

/

Pattern: metacluster_1/pattern_13

Significance: 0.010364

Absent
MN1;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.013204800000000001

Absent
3T3-L1;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.0441912

/

Pattern: metacluster_1/pattern_20

Significance: 0.0198011

Absent
Unique Cell types only Homer finds Mlx: #3

Cell typeModiscoHomer
A20;B-lymphoma;D;EnAbsent

Pattern: motif13.motif

Significance: 0.0086353

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

Pattern: motif19.motif

Significance: 0.0241323

Treg;CD4+_CD25+;D;GEOAbsent

Pattern: motif15.motif

Significance: 0.046405699999999994