In [1]:
# Parameters
data_name = "Nfyc"
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 11:23:11,617 [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)
Nfyc: Motif: M09449_2.00



Forward PWM

Reverse PWM

Shared Cell types both TF-MoDISco and Homer finds Nfyc: #227

Cell typeModiscoHomer
MPP;A;CL

Pattern: metacluster_1/pattern_6

Significance: 6.02091e-06

Pattern: motif8.motif

Significance: 0.00953062

naiveCD8;A;CL

Pattern: metacluster_0/pattern_4

Significance: 2.36113e-10

Pattern: motif6.motif

Significance: 6.53889e-06

memT;CD4+;A;CL

Pattern: metacluster_1/pattern_6

Significance: 6.92519e-11

Pattern: motif9.motif

Significance: 4.2514099999999995e-06

Th17;CD4+;A;CL

Pattern: metacluster_1/pattern_3

Significance: 6.196419999999999e-06

Pattern: motif7.motif

Significance: 5.13366e-05

NK_SPLND;A;CL

Pattern: metacluster_0/pattern_6

Significance: 1.9639e-10

Pattern: motif7.motif

Significance: 0.00262144

proB;A;CL

Pattern: metacluster_1/pattern_4

Significance: 5.2542099999999995e-06

Pattern: motif11.motif

Significance: 0.000579732

preB;A;CL

Pattern: metacluster_1/pattern_5

Significance: 1.33511e-10

Pattern: motif7.motif

Significance: 0.0014322

immatureB;A;CL

Pattern: metacluster_1/pattern_4

Significance: 9.82919e-12

Pattern: motif7.motif

Significance: 0.010556

matureB;A;CL

Pattern: metacluster_0/pattern_5

Significance: 2.39873e-10

Pattern: motif9.motif

Significance: 0.00648131

MZ_B;A;CL

Pattern: metacluster_1/pattern_8

Significance: 6.48754e-08

Pattern: motif9.motif

Significance: 0.000832213

B1_B;A;CL

Pattern: metacluster_1/pattern_4

Significance: 4.34121e-12

Pattern: motif6.motif

Significance: 2.50155e-05

GC_B;A;CL

Pattern: metacluster_1/pattern_5

Significance: 8.74727e-06

Pattern: motif10.motif

Significance: 0.00015534

plasmaB;A;CL

Pattern: metacluster_1/pattern_6

Significance: 1.83649e-10

Pattern: motif10.motif

Significance: 0.00271033

aB_LPS;A;CL

Pattern: metacluster_1/pattern_3

Significance: 5.26455e-06

Pattern: motif4.motif

Significance: 5.60247e-06

aB_LPS+IL4;A;CL

Pattern: metacluster_1/pattern_3

Significance: 4.70738e-06

Pattern: motif5.motif

Significance: 1.8440200000000002e-06

aB_LPS+IL21;A;CL

Pattern: metacluster_1/pattern_4

Significance: 5.332330000000001e-06

Pattern: motif4.motif

Significance: 3.37937e-05

aB_LSP+a_d_dextran;A;CL

Pattern: metacluster_0/pattern_4

Significance: 5.88411e-12

Pattern: motif5.motif

Significance: 0.00142349

aB_CD40+IL4;A;CL

Pattern: metacluster_1/pattern_3

Significance: 4.13687e-06

Pattern: motif4.motif

Significance: 9.274250000000001e-07

Mast;A;CL

Pattern: metacluster_0/pattern_3

Significance: 9.29784e-13

Pattern: motif5.motif

Significance: 7.8364e-06

BSPHL;A;CL

Pattern: metacluster_1/pattern_5

Significance: 3.8540600000000003e-10

Pattern: motif14.motif

Significance: 0.0282066

ESNPHL_ex-vivo_BlbC;A;CL

Pattern: metacluster_0/pattern_5

Significance: 1.17179e-11

Pattern: motif4.motif

Significance: 1.2387700000000001e-06

ESNPHL_SPLND_BlbCA;CL

Pattern: metacluster_0/pattern_3

Significance: 1.93181e-12

Pattern: motif5.motif

Significance: 1.04473e-07

NTRPHL;A;CL

Pattern: metacluster_1/pattern_7

Significance: 2.43458e-11

Pattern: motif4.motif

Significance: 1.63886e-06

Tfh_LCMV;A;CL

Pattern: metacluster_1/pattern_3

Significance: 5.80422e-11

Pattern: motif7.motif

Significance: 3.85896e-05

Tfh;A;CL

Pattern: metacluster_1/pattern_4

Significance: 4.2758100000000005e-13

Pattern: motif7.motif

Significance: 2.07736e-06

aNonTfh;A;CL

Pattern: metacluster_1/pattern_5

Significance: 1.711e-09

Pattern: motif9.motif

Significance: 0.000159149

aNonTfh_mut;A;CL

Pattern: metacluster_1/pattern_3

Significance: 4.3291199999999997e-10

Pattern: motif7.motif

Significance: 6.058150000000001e-06

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

Pattern: metacluster_1/pattern_4

Significance: 3.85746e-10

Pattern: motif8.motif

Significance: 0.00579263

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

Pattern: metacluster_1/pattern_3

Significance: 4.872619999999999e-10

Pattern: motif7.motif

Significance: 1.16426e-05

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

Pattern: metacluster_1/pattern_4

Significance: 1.0626700000000002e-12

Pattern: motif6.motif

Significance: 4.98123e-07

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

Pattern: metacluster_1/pattern_3

Significance: 1.25866e-05

Pattern: motif6.motif

Significance: 0.010374

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

Pattern: metacluster_1/pattern_3

Significance: 5.2774000000000005e-06

Pattern: motif7.motif

Significance: 0.0378284

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

Pattern: metacluster_1/pattern_5

Significance: 7.1451e-11

Pattern: motif10.motif

Significance: 8.69551e-07

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

Pattern: metacluster_1/pattern_3

Significance: 2.53238e-11

Pattern: motif5.motif

Significance: 2.6436599999999997e-05

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

Pattern: metacluster_1/pattern_4

Significance: 6.03278e-06

Pattern: motif6.motif

Significance: 7.600980000000001e-06

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

Pattern: metacluster_1/pattern_4

Significance: 3.9074300000000006e-10

Pattern: motif8.motif

Significance: 7.4377e-06

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

Pattern: metacluster_1/pattern_3

Significance: 1.31486e-05

Pattern: motif8.motif

Significance: 1.63352e-06

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

Pattern: metacluster_1/pattern_3

Significance: 5.48014e-06

Pattern: motif12.motif

Significance: 0.0005925969999999999

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

Pattern: metacluster_1/pattern_4

Significance: 2.16762e-11

Pattern: motif7.motif

Significance: 3.5297000000000003e-06

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

Pattern: metacluster_1/pattern_4

Significance: 5.584009999999999e-06

Pattern: motif8.motif

Significance: 2.40628e-06

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

Pattern: metacluster_1/pattern_3

Significance: 1.70037e-10

Pattern: motif7.motif

Significance: 5.4747600000000004e-05

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

Pattern: metacluster_1/pattern_5

Significance: 1.058e-09

Pattern: motif9.motif

Significance: 9.88449e-05

DC_BMD;A;CL

Pattern: metacluster_1/pattern_6

Significance: 9.72867e-06

Pattern: motif18.motif

Significance: 0.0337467

Erythroblast;A;CL

Pattern: metacluster_1/pattern_4

Significance: 4.9049e-06

Pattern: motif6.motif

Significance: 0.00311267

DP;A;CL

Pattern: metacluster_1/pattern_3

Significance: 8.97694e-06

Pattern: motif9.motif

Significance: 1.41947e-06

DP3a;A;CL

Pattern: metacluster_1/pattern_4

Significance: 1.0279700000000001e-10

Pattern: motif13.motif

Significance: 0.0008503460000000001

DP3b;A;CL

Pattern: metacluster_1/pattern_6

Significance: 3.6711800000000004e-06

Pattern: motif8.motif

Significance: 2.92662e-06

ISP;A;CL

Pattern: metacluster_1/pattern_3

Significance: 4.53389e-08

Pattern: motif6.motif

Significance: 2.47965e-06

ES;E14;A;CL

Pattern: metacluster_1/pattern_6

Significance: 1.28008e-10

Pattern: motif4.motif

Significance: 1.1147500000000001e-07

ES;MEF;A;CL

Pattern: metacluster_1/pattern_6

Significance: 4.3501900000000004e-06

Pattern: motif10.motif

Significance: 0.000230522

SML_INTSTN;A;CL

Pattern: metacluster_0/pattern_6

Significance: 1.46975e-11

Pattern: motif9.motif

Significance: 0.00176868

LRG_INTSTN;A;CL

Pattern: metacluster_0/pattern_5

Significance: 4.90116e-09

Pattern: motif8.motif

Significance: 0.00171205

LNG;A;CL

Pattern: metacluster_1/pattern_3

Significance: 3.30455e-06

Pattern: motif4.motif

Significance: 1.72162e-06

Muscle;A;CL

Pattern: metacluster_1/pattern_5

Significance: 1.4111799999999999e-09

Pattern: motif6.motif

Significance: 2.6427399999999997e-05

Adipose;A;CL

Pattern: metacluster_1/pattern_3

Significance: 8.16305e-06

Pattern: motif4.motif

Significance: 0.000773923

Mammary;A;CL

Pattern: metacluster_0/pattern_4

Significance: 7.36346e-06

Pattern: motif3.motif

Significance: 0.011828299999999998

Adrenal;A;CL

Pattern: metacluster_1/pattern_9

Significance: 1.08418e-11

Pattern: motif12.motif

Significance: 0.00073188

testis;A;CL

Pattern: metacluster_0/pattern_2

Significance: 8.91871e-12

Pattern: motif2.motif

Significance: 3.23852e-07

placenta;A;CL

Pattern: metacluster_0/pattern_3

Significance: 1.20621e-11

Pattern: motif6.motif

Significance: 2.07569e-06

SPNL_CHRD;A;CL

Pattern: metacluster_1/pattern_3

Significance: 5.59777e-06

Pattern: motif4.motif

Significance: 1.11953e-05

STMCH;A;CL

Pattern: metacluster_1/pattern_1

Significance: 3.1189599999999994e-10

Pattern: motif3.motif

Significance: 3.76842e-08

PNCRS;A;CL

Pattern: metacluster_0/pattern_3

Significance: 7.67152e-09

Pattern: motif2.motif

Significance: 1.70992e-07

eye-NRL_RTN;A;CL

Pattern: metacluster_0/pattern_4

Significance: 1.88665e-05

Pattern: motif4.motif

Significance: 0.00035303099999999996

NRV;Eye-OPTC;A;CL

Pattern: metacluster_0/pattern_5

Significance: 6.87433e-06

Pattern: motif3.motif

Significance: 0.000346073

BRN;OLFTRY_BLB;A;CL

Pattern: metacluster_0/pattern_2

Significance: 2.37536e-11

Pattern: motif7.motif

Significance: 0.0498961

BRN;FRNTL_CRTX;A;CL

Pattern: metacluster_1/pattern_6

Significance: 4.10742e-10

Pattern: motif8.motif

Significance: 1.2716500000000001e-06

BRN;PTMN;A;CL

Pattern: metacluster_1/pattern_5

Significance: 1.99061e-09

Pattern: motif11.motif

Significance: 1.1311500000000002e-05

BRN;MDL_OBLNGT;A;CL

Pattern: metacluster_1/pattern_2

Significance: 4.365400000000001e-10

Pattern: motif4.motif

Significance: 3.5271e-05

BRN;SNSR_MTR_CRTX;A;CL

Pattern: metacluster_1/pattern_8

Significance: 2.5888e-10

Pattern: motif13.motif

Significance: 5.20009e-07

BRN;CRBLM;A;CL

Pattern: metacluster_0/pattern_3

Significance: 6.427819999999999e-10

Pattern: motif4.motif

Significance: 1.26991e-06

aB;CD180;A;CL

Pattern: metacluster_1/pattern_3

Significance: 7.98997e-11

Pattern: motif4.motif

Significance: 2.4430299999999997e-08

LNG_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_3

Significance: 6.4610000000000005e-06

Pattern: motif6.motif

Significance: 3.2616999999999996e-07

SHRT_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_6

Significance: 1.49607e-11

Pattern: motif11.motif

Significance: 0.000911311

gamma_delta_TCR;A;CL

Pattern: metacluster_1/pattern_3

Significance: 1.85582e-13

Pattern: motif6.motif

Significance: 8.368770000000001e-07

gamma_delta_TCR_MCR;A;CL

Pattern: metacluster_1/pattern_5

Significance: 1.62405e-12

Pattern: motif10.motif

Significance: 6.05346e-05

gamma_delta_TCR_M-S-;A;CL

Pattern: metacluster_0/pattern_5

Significance: 7.085189999999999e-13

Pattern: motif4.motif

Significance: 5.193859999999999e-06

NK;IL2+IL12+;A;CL

Pattern: metacluster_1/pattern_6

Significance: 1.01728e-05

Pattern: motif7.motif

Significance: 2.4653899999999998e-05

ILC2precrsr;A;CL

Pattern: metacluster_1/pattern_4

Significance: 1.38004e-10

Pattern: motif16.motif

Significance: 0.00392264

NCR+ILC3;A;CL

Pattern: metacluster_1/pattern_11

Significance: 3.29755e-08

Pattern: motif10.motif

Significance: 0.0113238

ILC2_Nippo;A;CL

Pattern: metacluster_1/pattern_4

Significance: 1.03868e-05

Pattern: motif9.motif

Significance: 0.00133608

ILC1;A;CL

Pattern: metacluster_1/pattern_7

Significance: 1.83364e-11

Pattern: motif9.motif

Significance: 0.00036852900000000004

NCR+ILC3+IL23;A;CL

Pattern: metacluster_1/pattern_8

Significance: 5.8624800000000005e-06

Pattern: motif9.motif

Significance: 4.19819e-06

ILC2;A;CL

Pattern: metacluster_1/pattern_8

Significance: 1.2982e-10

Pattern: motif6.motif

Significance: 7.60298e-06

Th2_nippo;A;CL

Pattern: metacluster_1/pattern_4

Significance: 4.96499e-06

Pattern: motif13.motif

Significance: 0.00267339

aB_LPS+IL4_24h;A;CL

Pattern: metacluster_0/pattern_4

Significance: 2.25736e-10

Pattern: motif6.motif

Significance: 1.09523e-05

aB_LPS+IL4+Oligomycin_24h;A;CL

Pattern: metacluster_1/pattern_8

Significance: 7.8574e-06

Pattern: motif5.motif

Significance: 1.4350899999999998e-05

CH12_QNTPLE;A;CL

Pattern: metacluster_1/pattern_5

Significance: 4.3880699999999995e-12

Pattern: motif8.motif

Significance: 5.995309999999999e-07

wCH12;A;CL

Pattern: metacluster_1/pattern_5

Significance: 7.50465e-12

Pattern: motif6.motif

Significance: 1.6257e-06

CH12;med14;A;CL

Pattern: metacluster_1/pattern_4

Significance: 3.80609e-11

Pattern: motif3.motif

Significance: 7.403069999999999e-07

wCH12_drug;A;CL

Pattern: metacluster_1/pattern_5

Significance: 4.41097e-11

Pattern: motif9.motif

Significance: 1.5197399999999999e-06

CLP;A;CL

Pattern: metacluster_1/pattern_5

Significance: 5.423830000000001e-10

Pattern: motif7.motif

Significance: 5.60606e-06

mem_precrsrT_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 1.17471e-11

Pattern: motif8.motif

Significance: 1.97947e-06

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

Pattern: metacluster_1/pattern_6

Significance: 5.483640000000001e-09

Pattern: motif11.motif

Significance: 4.21238e-05

NTRPHL;A;GEO

Pattern: metacluster_0/pattern_2

Significance: 1.02955e-05

/

Pattern: metacluster_0/pattern_15

Significance: 1.00241e-07

Pattern: motif3.motif

Significance: 5.91309e-08

ES;J1;A;CL

Pattern: metacluster_1/pattern_6

Significance: 1.8923200000000002e-10

Pattern: motif3.motif

Significance: 1.0775200000000002e-06

ES;E14;A;GEO

Pattern: metacluster_0/pattern_3

Significance: 3.83865e-06

Pattern: motif3.motif

Significance: 7.153689999999999e-06

ES;F1216;A;GEO

Pattern: metacluster_0/pattern_4

Significance: 2.2580799999999997e-09

Pattern: motif4.motif

Significance: 1.83402e-07

ES;129SV_Jae_C57BL6J;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 4.1790800000000004e-09

Pattern: motif3.motif

Significance: 4.96468e-06

ES;v6.5;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 1.4134e-08

Pattern: motif5.motif

Significance: 4.97185e-07

Mammary_GLND;A;GEO

Pattern: metacluster_1/pattern_14

Significance: 2.86744e-05

Pattern: motif21.motif

Significance: 0.000509331

RTN;A;GEO

Pattern: metacluster_0/pattern_5

Significance: 7.651639999999999e-06

Pattern: motif9.motif

Significance: 9.01687e-06

CRBL_GRNL_Precrsr;A;GEO

Pattern: metacluster_0/pattern_7

Significance: 7.006360000000001e-12

Pattern: motif6.motif

Significance: 0.054676300000000004

ILC2+IL33+IL25;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 3.51873e-10

Pattern: motif8.motif

Significance: 2.2516e-06

ILC1;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 9.24682e-12

Pattern: motif8.motif

Significance: 0.00239421

ILC2;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 4.98391e-06

Pattern: motif10.motif

Significance: 1.44711e-05

ILC3;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 7.43343e-11

Pattern: motif12.motif

Significance: 6.3635e-08

ILC1_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 1.6083100000000004e-10

Pattern: motif8.motif

Significance: 0.00103893

ILC2_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 2.50114e-11

Pattern: motif12.motif

Significance: 0.00193612

ILC3_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 6.4809900000000004e-06

Pattern: motif10.motif

Significance: 2.0771900000000004e-06

T_LCMV;CD8+;D8;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 1.62632e-09

Pattern: motif9.motif

Significance: 1.18528e-06

T_LCMV;CD8+;D33;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 6.00414e-06

Pattern: motif8.motif

Significance: 9.748200000000001e-05

T_LCMV;CD8+;D35;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 2.61356e-11

Pattern: motif7.motif

Significance: 9.253369999999999e-07

TEff_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 5.668680000000001e-06

Pattern: motif8.motif

Significance: 0.00011200700000000001

TExh_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 5.17769e-06

Pattern: motif9.motif

Significance: 3.34557e-05

TSLEC_SPLND;CD8+A;GEO

Pattern: metacluster_1/pattern_4

Significance: 1.60772e-11

Pattern: motif6.motif

Significance: 9.71914e-05

naiveT;trnsgncTCR_SV40-I_CD8;A;GEO

Pattern: metacluster_0/pattern_5

Significance: 8.25723e-06

Pattern: motif12.motif

Significance: 4.81186e-05

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

Pattern: metacluster_1/pattern_7

Significance: 1.98552e-06

Pattern: motif11.motif

Significance: 0.00503262

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

Pattern: metacluster_1/pattern_5

Significance: 8.489429999999999e-06

Pattern: motif9.motif

Significance: 6.68683e-05

cntrl_memT;TCR_SV40-I_CD8+;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 1.7529300000000002e-10

Pattern: motif12.motif

Significance: 0.00010430799999999999

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

Pattern: metacluster_1/pattern_5

Significance: 5.66945e-06

Pattern: motif10.motif

Significance: 2.8856e-05

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

Pattern: metacluster_1/pattern_7

Significance: 6.92061e-06

Pattern: motif9.motif

Significance: 0.00350757

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

Pattern: metacluster_1/pattern_8

Significance: 7.63618e-06

Pattern: motif9.motif

Significance: 4.52975e-07

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

Pattern: metacluster_1/pattern_8

Significance: 6.29188e-06

Pattern: motif9.motif

Significance: 0.018630400000000002

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

Pattern: metacluster_1/pattern_4

Significance: 1.36863e-11

Pattern: motif9.motif

Significance: 7.49944e-05

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

Pattern: metacluster_1/pattern_6

Significance: 6.398390000000001e-06

Pattern: motif8.motif

Significance: 1.6999000000000003e-07

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

Pattern: metacluster_0/pattern_6

Significance: 2.4146e-12

Pattern: motif13.motif

Significance: 0.00602262

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

Pattern: metacluster_1/pattern_4

Significance: 7.49196e-11

Pattern: motif8.motif

Significance: 1.08501e-05

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

Pattern: metacluster_0/pattern_7

Significance: 1.34924e-10

Pattern: motif11.motif

Significance: 1.90436e-05

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

Pattern: metacluster_1/pattern_6

Significance: 1.20009e-11

Pattern: motif10.motif

Significance: 1.26405e-06

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

Pattern: metacluster_1/pattern_6

Significance: 1.47349e-11

Pattern: motif8.motif

Significance: 1.0346400000000001e-05

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

Pattern: metacluster_1/pattern_5

Significance: 2.02842e-11

Pattern: motif8.motif

Significance: 2.09885e-05

iNKT;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 1.04211e-05

Pattern: motif7.motif

Significance: 1.69058e-05

aB;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 2.61866e-11

Pattern: motif7.motif

Significance: 7.65664e-07

prePLSM_B;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 1.17793e-11

Pattern: motif7.motif

Significance: 9.142399999999999e-07

B_SPLND;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 1.0255e-12

Pattern: motif3.motif

Significance: 2.1008299999999998e-08

preB_BMD;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 1.15772e-05

Pattern: motif10.motif

Significance: 1.74265e-05

B;B220_CD43;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 1.0315899999999999e-05

Pattern: motif9.motif

Significance: 3.71449e-05

MCRPHG_BMD.UnStmltd;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 6.4914e-14

Pattern: motif6.motif

Significance: 6.12237e-06

MCRPHG_BMD.LPD_Stmltd;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 1.0012799999999999e-10

Pattern: motif9.motif

Significance: 1.96762e-05

Erythroid;Ter119+;A;GEO

Pattern: metacluster_0/pattern_3

Significance: 5.133009999999999e-10

Pattern: motif5.motif

Significance: 5.606450000000001e-07

AML;AE9a;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 5.78148e-13

Pattern: motif7.motif

Significance: 4.255630000000001e-06

DC_LPS;6h;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 1.1506800000000001e-05

Pattern: motif14.motif

Significance: 0.000308458

DC_pBMD;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 8.21534e-06

Pattern: motif11.motif

Significance: 0.00011349899999999999

ROD_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 4.85673e-06

Pattern: motif8.motif

Significance: 0.00535864

ROD_PHT_RCPTR_RTN;A;GEO

Pattern: metacluster_0/pattern_5

Significance: 3.98239e-09

Pattern: motif8.motif

Significance: 0.00015834899999999998

GCN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 1.2052100000000001e-05

Pattern: motif6.motif

Significance: 3.20236e-05

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

Pattern: metacluster_0/pattern_6

Significance: 6.770400000000001e-08

Pattern: motif5.motif

Significance: 0.045478199999999996

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

Pattern: metacluster_0/pattern_9

Significance: 2.28141e-09

Pattern: motif9.motif

Significance: 0.0161824

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

Pattern: metacluster_0/pattern_6

Significance: 2.4961599999999998e-09

Pattern: motif6.motif

Significance: 0.00346895

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

Pattern: metacluster_1/pattern_4

Significance: 5.293330000000001e-10

Pattern: motif5.motif

Significance: 1.21763e-06

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

Pattern: metacluster_0/pattern_11

Significance: 8.05882e-11

Pattern: motif4.motif

Significance: 0.00495913

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

Pattern: metacluster_0/pattern_8

Significance: 7.5785e-08

Pattern: motif8.motif

Significance: 0.0127382

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

Pattern: metacluster_1/pattern_6

Significance: 1.75783e-12

Pattern: motif11.motif

Significance: 3.1578499999999996e-05

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

Pattern: metacluster_0/pattern_5

Significance: 2.7985000000000002e-08

Pattern: motif8.motif

Significance: 0.00159392

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

Pattern: metacluster_0/pattern_5

Significance: 4.344e-11

Pattern: motif5.motif

Significance: 2.1262399999999999e-07

npES;posterior_delC;E8.5;A;GEO

Pattern: metacluster_0/pattern_10

Significance: 5.05795e-08

Pattern: motif3.motif

Significance: 0.0110754

wES.CRNL_NRL_CRST;E10.5;A;GEO

Pattern: metacluster_0/pattern_4

Significance: 6.96302e-13

Pattern: motif6.motif

Significance: 6.318880000000001e-05

NPC;G4;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 1.0077899999999999e-10

Pattern: motif10.motif

Significance: 0.0479327

NPC;Ch13;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 5.475979999999999e-09

Pattern: motif8.motif

Significance: 6.982080000000001e-06

ePyramidal_NRN;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 8.75365e-13

Pattern: motif18.motif

Significance: 2.61692e-05

iPV_NRN;A;GEO

Pattern: metacluster_1/pattern_15

Significance: 9.99555e-13

Pattern: motif21.motif

Significance: 0.03434469999999999

wES;GRM;E16.5;A;GEO

Pattern: metacluster_0/pattern_1

Significance: 4.37495e-11

Pattern: motif2.motif

Significance: 1.20395e-09

ThMS_MEC;Aire++;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 2.51662e-11

Pattern: motif4.motif

Significance: 1.53475e-05

ES;ZhBTc4;untreated;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 2.9362599999999998e-08

Pattern: motif8.motif

Significance: 7.99413e-05

npES;ZHBTC4;doxyc;treat;A;GEO

Pattern: metacluster_0/pattern_9

Significance: 4.2863599999999995e-12

Pattern: motif11.motif

Significance: 5.129180000000001e-07

ES;JM8.N4;Asynch;A;GEO

Pattern: metacluster_0/pattern_3

Significance: 8.65294e-09

Pattern: motif2.motif

Significance: 0.00011944200000000001

ES;JM8.N4;Mitosis;A;GEO

Pattern: metacluster_0/pattern_1

Significance: 5.84989e-09

Pattern: motif2.motif

Significance: 1.10739e-07

Mammary_BptfKO;A;GEO

Pattern: metacluster_0/pattern_12

Significance: 5.85685e-12

Pattern: motif14.motif

Significance: 0.0216539

pMeg;A;En

Pattern: metacluster_1/pattern_11

Significance: 1.27436e-05

Pattern: motif9.motif

Significance: 0.00127251

EPP;A;En

Pattern: metacluster_1/pattern_1

Significance: 3.93903e-06

Pattern: motif5.motif

Significance: 1.5844399999999999e-06

MegEP;A;CL

Pattern: metacluster_1/pattern_4

Significance: 9.45986e-11

Pattern: motif9.motif

Significance: 1.11953e-05

pErythroblast;A;En

Pattern: metacluster_1/pattern_4

Significance: 7.41832e-06

Pattern: motif5.motif

Significance: 2.59104e-07

MegP;A;En

Pattern: metacluster_1/pattern_4

Significance: 6.19329e-12

Pattern: motif10.motif

Significance: 0.000218755

pCMP;A;CL

Pattern: metacluster_1/pattern_6

Significance: 9.25711e-06

Pattern: motif8.motif

Significance: 8.50595e-06

DC_LPS;4h;A;En

Pattern: metacluster_1/pattern_10

Significance: 5.02791e-06

Pattern: motif14.motif

Significance: 0.00224213

pGMP;A;En

Pattern: metacluster_1/pattern_6

Significance: 6.66191e-06

Pattern: motif9.motif

Significance: 7.94952e-06

DC;A;En

Pattern: metacluster_1/pattern_9

Significance: 6.37538e-06

Pattern: motif10.motif

Significance: 0.000262753

ES;ZhBTc4;1;D;GEO

Pattern: metacluster_1/pattern_5

Significance: 5.56194e-10

Pattern: motif5.motif

Significance: 7.5262e-07

ES;ZhBTc4;2;D;GEO

Pattern: metacluster_1/pattern_3

Significance: 3.61666e-10

Pattern: motif11.motif

Significance: 0.000350525

ES;D0;D;GEO

Pattern: metacluster_0/pattern_2

Significance: 1.95185e-10

Pattern: motif3.motif

Significance: 4.83794e-06

NIH3T3_FBROBLST;D;GEO

Pattern: metacluster_1/pattern_4

Significance: 1.99607e-11

Pattern: motif9.motif

Significance: 5.1154400000000004e-06

T_SPLND_blstCLTRD;CD4+;D;GEO

Pattern: metacluster_1/pattern_3

Significance: 5.88341e-12

Pattern: motif5.motif

Significance: 0.000173328

naiveT_SPLND;CD4+;D;GEO

Pattern: metacluster_1/pattern_2

Significance: 5.46433e-10

Pattern: motif3.motif

Significance: 1.75389e-07

apCD4Eff;D;GEO

Pattern: metacluster_1/pattern_5

Significance: 1.06659e-11

Pattern: motif7.motif

Significance: 2.1905700000000003e-05

416B_MP;CD34+;D;GEO

Pattern: metacluster_1/pattern_9

Significance: 6.36025e-06

Pattern: motif11.motif

Significance: 8.1838e-06

ES;129S1_SVImJ_CJ7;D;En

Pattern: metacluster_1/pattern_3

Significance: 2.04575e-10

Pattern: motif5.motif

Significance: 8.49783e-05

ES;E14;D;En

Pattern: metacluster_1/pattern_2

Significance: 2.08197e-08

Pattern: motif6.motif

Significance: 8.167310000000001e-06

ES;C57BL_6J;R1;D;En

Pattern: metacluster_1/pattern_2

Significance: 3.1064800000000004e-07

Pattern: motif5.motif

Significance: 4.0438999999999995e-06

NIH3T3_FBROBLST;D;En

Pattern: metacluster_1/pattern_10

Significance: 3.8989800000000006e-06

Pattern: motif12.motif

Significance: 5.28795e-05

FBRBLST;8wks;D;En

Pattern: metacluster_1/pattern_8

Significance: 2.1639300000000001e-10

Pattern: motif3.motif

Significance: 0.029898900000000003

3T3-L1;FBRBLST;D;En

Pattern: metacluster_1/pattern_4

Significance: 3.2890800000000004e-12

Pattern: motif7.motif

Significance: 1.06165e-06

KDNY;P0;D;En

Pattern: metacluster_1/pattern_14

Significance: 8.717589999999999e-10

Pattern: motif13.motif

Significance: 4.2654099999999995e-05

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

Pattern: metacluster_1/pattern_2

Significance: 2.67134e-10

Pattern: motif6.motif

Significance: 1.1549300000000001e-05

LVR;P0;D;En

Pattern: metacluster_1/pattern_3

Significance: 6.15393e-06

Pattern: motif4.motif

Significance: 2.0394200000000002e-05

LNG;8wks;D;En

Pattern: metacluster_0/pattern_14

Significance: 8.857669999999999e-10

Pattern: motif19.motif

Significance: 0.0149362

LNG;P0;D;En

Pattern: metacluster_1/pattern_10

Significance: 1.38463e-11

Pattern: motif13.motif

Significance: 1.1021700000000002e-05

wES;LNG;E14.5;D;En

Pattern: metacluster_1/pattern_7

Significance: 8.25601e-11

Pattern: motif10.motif

Significance: 4.2569e-06

Heart;8wks;D;En

Pattern: metacluster_0/pattern_6

Significance: 1.2613099999999999e-09

Pattern: motif5.motif

Significance: 0.0232965

RTN;D1;D;En

Pattern: metacluster_0/pattern_7

Significance: 8.29545e-09

Pattern: motif2.motif

Significance: 0.0466025

/

Pattern: motif15.motif

Significance: 0.00022558099999999998

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

Pattern: metacluster_1/pattern_5

Significance: 4.02457e-11

Pattern: motif8.motif

Significance: 2.4330999999999998e-05

apTreg;8wk;D;En

Pattern: metacluster_1/pattern_9

Significance: 2.67982e-05

Pattern: motif9.motif

Significance: 4.66513e-05

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

Pattern: metacluster_1/pattern_3

Significance: 4.12274e-06

Pattern: motif6.motif

Significance: 7.51021e-05

416B_MP;CD34+;D;En

Pattern: metacluster_1/pattern_9

Significance: 1.82287e-08

Pattern: motif10.motif

Significance: 0.000189503

wES;MSDRM;E11.5;D;En

Pattern: metacluster_0/pattern_13

Significance: 1.80869e-07

Pattern: motif9.motif

Significance: 0.000281159

Muller;P12;D;En

Pattern: metacluster_1/pattern_15

Significance: 7.1312199999999996e-12

Pattern: motif16.motif

Significance: 0.018334599999999996

wES.Fr_BRN;E14.4;D;En

Pattern: metacluster_0/pattern_11

Significance: 1.58171e-07

Pattern: motif2.motif

Significance: 0.0459115

wES;Hnd_BRN;E11.5;D;En

Pattern: metacluster_0/pattern_6

Significance: 1.1731e-09

Pattern: motif12.motif

Significance: 2.2414699999999997e-05

wES;Hnd_BRN;E14.5;D;En

Pattern: metacluster_0/pattern_9

Significance: 9.035469999999999e-13

Pattern: motif16.motif

Significance: 4.8004e-06

wES;Md_BRN;E14.4;D;En

Pattern: metacluster_0/pattern_15

Significance: 4.54604e-11

Pattern: motif6.motif

Significance: 0.045491500000000004

WHL_BRN;8wks;D;En

Pattern: metacluster_1/pattern_14

Significance: 3.72247e-11

Pattern: motif19.motif

Significance: 4.05644e-05

wES;Telenchephalon;D;En

Pattern: metacluster_1/pattern_9

Significance: 3.28618e-11

Pattern: motif20.motif

Significance: 3.7540500000000004e-05

wES;limb;E14.5;D;En

Pattern: metacluster_1/pattern_4

Significance: 1.0880299999999999e-10

Pattern: motif13.motif

Significance: 1.14498e-07

wES;limb;E11.5;D;En

Pattern: metacluster_0/pattern_10

Significance: 1.31382e-09

Pattern: motif16.motif

Significance: 8.312940000000001e-05

wES;Fr_lmb;E11.5;D;En

Pattern: metacluster_1/pattern_5

Significance: 2.2011900000000005e-10

Pattern: motif13.motif

Significance: 3.96264e-05

wES;Hnd_lmb;E11.5;D;En

Pattern: metacluster_0/pattern_6

Significance: 1.63885e-10

Pattern: motif12.motif

Significance: 0.00035735300000000003

wES;FaceP;E11.5;D;En

Pattern: metacluster_1/pattern_9

Significance: 1.39032e-12

Pattern: motif12.motif

Significance: 0.00202097

LRG_INTSTN;8wks;D;En

Pattern: metacluster_1/pattern_7

Significance: 1.47095e-10

Pattern: motif9.motif

Significance: 8.19119e-06

STMCH;P0;D;En

Pattern: metacluster_1/pattern_7

Significance: 1.65605e-11

Pattern: motif9.motif

Significance: 8.526560000000001e-06

Spleen;8wks;D;En

Pattern: metacluster_1/pattern_6

Significance: 5.686430000000001e-06

Pattern: motif8.motif

Significance: 5.51128e-06

3134_mammaryADNCRCNM;D;En

Pattern: metacluster_0/pattern_6

Significance: 6.07523e-11

Pattern: motif13.motif

Significance: 0.010236

416B;HMTP_SPNSN;CD34+;D;En

Pattern: metacluster_1/pattern_6

Significance: 4.2085199999999995e-12

Pattern: motif14.motif

Significance: 0.00010860600000000001

CH12.LX;D;En

Pattern: metacluster_1/pattern_7

Significance: 2.88959e-12

Pattern: motif9.motif

Significance: 1.7730200000000001e-06

MEF.GATA-1-ER;D;En

Pattern: metacluster_1/pattern_3

Significance: 4.6944599999999994e-06

Pattern: motif8.motif

Significance: 1.48403e-05

MEL;D;En

Pattern: metacluster_1/pattern_5

Significance: 7.72385e-13

Pattern: motif10.motif

Significance: 4.93509e-05

MEL_Znc_di-cl;24h;D;En

Pattern: metacluster_1/pattern_10

Significance: 2.65464e-08

Pattern: motif8.motif

Significance: 7.30956e-06

MN1;D;En

Pattern: metacluster_1/pattern_3

Significance: 1.30741e-09

Pattern: motif14.motif

Significance: 6.6554e-05

3T3-L1;D;En

Pattern: metacluster_1/pattern_6

Significance: 2.82478e-08

Pattern: motif12.motif

Significance: 0.00202817

Unique Cell types only TF-MoDISco finds Nfyc: #43

Cell typeModiscoHomer
wES;FaceP;E14.5;D;En

Pattern: metacluster_0/pattern_19

Significance: 1.64536e-10

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

Pattern: metacluster_1/pattern_8

Significance: 7.86106e-12

Absent
SKLTL_Muscle;8wks;D;En

Pattern: metacluster_1/pattern_7

Significance: 1.99822e-12

Absent
AML;D;En

Pattern: metacluster_1/pattern_12

Significance: 6.444249999999999e-06

Absent
DC_LPS;2h;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 9.76334e-12

Absent
NIH3T3;D;En

Pattern: metacluster_1/pattern_9

Significance: 5.2852e-06

Absent
ENDRM_ESD;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 5.987719999999999e-10

Absent
MTR_NRN_MN1;methyl3;D;En

Pattern: metacluster_0/pattern_8

Significance: 2.69898e-11

Absent
BL_CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 9.01066e-06

Absent
CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 4.00554e-06

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

Pattern: metacluster_0/pattern_5

Significance: 2.00982e-12

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

Pattern: metacluster_0/pattern_4

Significance: 5.991619999999999e-08

Absent
SKN_EPTHL;A;GEO

Pattern: metacluster_0/pattern_15

Significance: 4.90867e-10

Absent
BCK_SKN;A;GEO

Pattern: metacluster_0/pattern_11

Significance: 2.8100099999999997e-10

Absent
NPC;F129;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 8.16997e-06

Absent
MCRPHG;A;CL

Pattern: metacluster_1/pattern_9

Significance: 3.59726e-08

Absent
NPC;mE6;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 2.70502e-10

Absent
iVIP_NRN;A;GEO

Pattern: metacluster_1/pattern_14

Significance: 4.72865e-12

Absent
eCortical_NRN;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 5.3172e-14

Absent
G_NRN_P;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 8.20528e-12

Absent
Corticotrope;A;GEO

Pattern: metacluster_0/pattern_4

Significance: 7.52717e-11

Absent
Melanotrope;A;GEO

Pattern: metacluster_0/pattern_12

Significance: 2.76332e-10

Absent
Heart;D;En

Pattern: metacluster_0/pattern_7

Significance: 6.83012e-08

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

Pattern: metacluster_1/pattern_6

Significance: 1.2138299999999999e-08

Absent
restingB;A;CL

Pattern: metacluster_1/pattern_4

Significance: 3.5931300000000005e-12

Absent
LVR;8wks;D;GEO

Pattern: metacluster_1/pattern_11

Significance: 1.02729e-05

Absent
LNG;8wks;D;GEO

Pattern: metacluster_0/pattern_11

Significance: 1.00655e-09

Absent
3134_mammaryADNCRCNM;D;GE

Pattern: metacluster_1/pattern_7

Significance: 4.20634e-09

Absent
WHL_BRN;8wks;D;GEO

Pattern: metacluster_1/pattern_13

Significance: 6.85993e-13

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

Pattern: metacluster_0/pattern_12

Significance: 9.06889e-09

Absent
KDNY;8wks;D;En

Pattern: metacluster_1/pattern_6

Significance: 2.8479e-12

Absent
LVR;8wks;D;En

Pattern: metacluster_0/pattern_7

Significance: 2.1382e-11

Absent
Heart;P0;D;En

Pattern: metacluster_1/pattern_7

Significance: 5.58327e-11

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

Pattern: metacluster_1/pattern_5

Significance: 4.66148e-11

Absent
Adipose;D;En

Pattern: metacluster_0/pattern_10

Significance: 1.7775700000000001e-10

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

Pattern: metacluster_0/pattern_6

Significance: 3.74787e-11

Absent
CRBLM;D;En

Pattern: metacluster_1/pattern_5

Significance: 2.49038e-10

Absent
naiveT;CD8+;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 1.12812e-05

Absent
Fr_BRN;P0;D;En

Pattern: metacluster_1/pattern_8

Significance: 1.97073e-11

Absent
Hnd_BRN;P0;D;En

Pattern: metacluster_1/pattern_8

Significance: 2.94342e-12

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

Pattern: metacluster_0/pattern_10

Significance: 2.4835400000000003e-06

Absent
Md_BRN;D;En

Pattern: metacluster_1/pattern_8

Significance: 7.25332e-10

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

Pattern: metacluster_1/pattern_13

Significance: 6.87669e-11

Absent
Unique Cell types only Homer finds Nfyc: #7

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

Pattern: motif7.motif

Significance: 1.19538e-05

A20;B-lymphoma;D;EnAbsent

Pattern: motif14.motif

Significance: 0.00589214

Treg;CD4+_CD25+;D;GEOAbsent

Pattern: motif9.motif

Significance: 0.00775083

apTreg;D;GEOAbsent

Pattern: motif9.motif

Significance: 5.81558e-06

immatureB_SPLND;CD43-_CD11b-;D;GEOAbsent

Pattern: motif7.motif

Significance: 1.5457e-05

immatureB_SPLND;CD43-_CD11b-;D;EnAbsent

Pattern: motif7.motif

Significance: 4.76814e-06

Tfh_mut;A;CLAbsent

Pattern: motif9.motif

Significance: 6.09252e-07