# Parameters
data_name = "Nfya"
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

from matlas.reports import collect_motifDB_to_be_displayed, display_comparative_cell_types

load data from labcluster

Using TensorFlow backend.
2019-08-23 11:23:03,237 [WARNING] git-lfs not installed

homer_matches, modisco_matches = collect_motifDB_to_be_displayed(task_idxs, homer_root, modisco_root, 
                                                              overwrite=False)

TF-MoDISco is using the TensorFlow backend.

display_comparative_cell_types(data_name, homer_matches, modisco_matches)

Nfya: Motif: M09019_2.00

Forward PWM

Reverse PWM

Shared Cell types both TF-MoDISco and Homer finds Nfya: #225

Cell type	Modisco	Homer
MPP;A;CL	Pattern: metacluster_1/pattern_6 Significance: 8.73393e-06	Pattern: motif8.motif Significance: 0.00748098
naiveCD8;A;CL	Pattern: metacluster_0/pattern_4 Significance: 2.36539e-09	Pattern: motif6.motif Significance: 3.40371e-06
memT;CD4+;A;CL	Pattern: metacluster_1/pattern_6 Significance: 1.19975e-09	Pattern: motif9.motif Significance: 2.8143900000000003e-06
Th17;CD4+;A;CL	Pattern: metacluster_1/pattern_3 Significance: 6.196419999999999e-06	Pattern: motif7.motif Significance: 3.68124e-05
NK_SPLND;A;CL	Pattern: metacluster_0/pattern_6 Significance: 4.2509e-10	Pattern: motif7.motif Significance: 0.00128374
proB;A;CL	Pattern: metacluster_1/pattern_4 Significance: 5.2542099999999995e-06	Pattern: motif11.motif Significance: 0.000159104
preB;A;CL	Pattern: metacluster_1/pattern_5 Significance: 9.64228e-10	Pattern: motif7.motif Significance: 0.00112034
immatureB;A;CL	Pattern: metacluster_1/pattern_4 Significance: 3.27064e-11	Pattern: motif7.motif Significance: 0.010556
matureB;A;CL	Pattern: metacluster_0/pattern_5 Significance: 7.1371499999999995e-09	Pattern: motif9.motif Significance: 0.00563201
MZ_B;A;CL	Pattern: metacluster_1/pattern_8 Significance: 2.26736e-07	Pattern: motif9.motif Significance: 0.000654427
B1_B;A;CL	Pattern: metacluster_1/pattern_4 Significance: 1.2319499999999998e-10	Pattern: motif6.motif Significance: 7.17444e-06
GC_B;A;CL	Pattern: metacluster_1/pattern_5 Significance: 9.34561e-06	Pattern: motif10.motif Significance: 0.00015534
plasmaB;A;CL	Pattern: metacluster_1/pattern_6 Significance: 2.2930799999999996e-10	Pattern: motif10.motif Significance: 0.00204402
aB_LPS;A;CL	Pattern: metacluster_1/pattern_3 Significance: 5.26455e-06	Pattern: motif4.motif Significance: 2.80642e-06
aB_LPS+IL4;A;CL	Pattern: metacluster_1/pattern_3 Significance: 7.29414e-06	Pattern: motif5.motif Significance: 8.665089999999999e-07
aB_LPS+IL21;A;CL	Pattern: metacluster_1/pattern_4 Significance: 5.858730000000001e-06	Pattern: motif4.motif Significance: 1.30108e-05
aB_LSP+a_d_dextran;A;CL	Pattern: metacluster_0/pattern_4 Significance: 8.085539999999999e-10	Pattern: motif5.motif Significance: 0.000321458
aB_CD40+IL4;A;CL	Pattern: metacluster_1/pattern_3 Significance: 4.13687e-06	Pattern: motif4.motif Significance: 5.19159e-07
Mast;A;CL	Pattern: metacluster_0/pattern_3 Significance: 3.28452e-12	Pattern: motif5.motif Significance: 7.8364e-06
BSPHL;A;CL	Pattern: metacluster_1/pattern_5 Significance: 1.32214e-09	Pattern: motif14.motif Significance: 0.0282066
ESNPHL_ex-vivo_BlbC;A;CL	Pattern: metacluster_0/pattern_5 Significance: 1.4294399999999998e-10	Pattern: motif4.motif Significance: 1.3890399999999998e-07
ESNPHL_SPLND_BlbCA;CL	Pattern: metacluster_0/pattern_3 Significance: 4.15395e-11	Pattern: motif5.motif Significance: 6.48267e-08
NTRPHL;A;CL	Pattern: metacluster_1/pattern_7 Significance: 5.440269999999999e-10	Pattern: motif4.motif Significance: 6.44721e-07
Tfh_LCMV;A;CL	Pattern: metacluster_1/pattern_3 Significance: 9.0455e-09	Pattern: motif7.motif Significance: 3.12183e-05
Tfh;A;CL	Pattern: metacluster_1/pattern_4 Significance: 1.43939e-11	Pattern: motif7.motif Significance: 1.26964e-06
aNonTfh;A;CL	Pattern: metacluster_1/pattern_5 Significance: 1.4459799999999998e-08	Pattern: motif9.motif Significance: 0.000159149
aNonTfh_mut;A;CL	Pattern: metacluster_1/pattern_3 Significance: 1.4664100000000003e-09	Pattern: motif7.motif Significance: 3.21422e-06
Tfr;CD4+CD44+CXCR5+PD1+CD25+;A;CL	Pattern: metacluster_1/pattern_4 Significance: 1.39755e-09	Pattern: motif8.motif Significance: 0.00459207
Tfr_mut;CD4+CD44+CXCR5+PD1+CD25+;A;CL	Pattern: metacluster_1/pattern_3 Significance: 5.538600000000001e-10	Pattern: motif7.motif Significance: 8.66659e-06
naiveT;CD4+_CD44-_CD62L-_CD25-;A;CL	Pattern: metacluster_1/pattern_4 Significance: 2.108e-10	Pattern: motif6.motif Significance: 1.0605800000000001e-07
naiveT_mut;CD4+_CD44-_CD62L-_CD25-;A;CL	Pattern: metacluster_1/pattern_3 Significance: 1.34708e-05	Pattern: motif6.motif Significance: 0.00700906
largeDPprecrsr;CD4+CD8+CD69-;A;CL	Pattern: metacluster_1/pattern_3 Significance: 5.67374e-06	Pattern: motif7.motif Significance: 0.0378284
smallDPprecrsor;CD4+CD8+CD69-;A;CL	Pattern: metacluster_1/pattern_5 Significance: 1.7746400000000002e-09	Pattern: motif10.motif Significance: 4.61592e-07
CD4+CD8intTCR+CD69+CD24+;B2defM;A;CL	Pattern: metacluster_1/pattern_3 Significance: 3.25574e-11	Pattern: motif5.motif Significance: 2.07571e-05
CD4+CD8-TCR+CD69+CD24+CD25-;B2defM;A;CL	Pattern: metacluster_1/pattern_4 Significance: 7.0414800000000006e-06	Pattern: motif6.motif Significance: 4.06695e-06
CD4+CD8-TCR+CD69-CD24-CD25-;B2defM;A;CL	Pattern: metacluster_1/pattern_4 Significance: 1.1546700000000001e-08	Pattern: motif8.motif Significance: 4.02441e-06
CD4+CD8intTCR+CD69+CD24+;MHC2defM;A;CL	Pattern: metacluster_1/pattern_3 Significance: 1.40768e-05	Pattern: motif8.motif Significance: 1.63352e-06
CD4+CD8+TCR+CD69+CD24+;MHC2defM;A;C	Pattern: metacluster_1/pattern_3 Significance: 6.2589599999999994e-06	Pattern: motif12.motif Significance: 0.0005925969999999999
CD4+CD8+TCR+CD69-CD24-;MHC2defM;A;CL	Pattern: metacluster_1/pattern_4 Significance: 2.6260900000000003e-10	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: 1.45619e-06
CD4+CD8-TCR+CD25-Foxp3+;A;CL	Pattern: metacluster_1/pattern_3 Significance: 1.26212e-09	Pattern: motif7.motif Significance: 1.94981e-05
CD4+CD8-TCR+CD25+Foxp3+;A;CL	Pattern: metacluster_1/pattern_5 Significance: 1.38622e-08	Pattern: motif9.motif Significance: 8.574639999999999e-05
DC_BMD;A;CL	Pattern: metacluster_1/pattern_6 Significance: 1.09399e-05	Pattern: motif18.motif Significance: 0.0337467
Erythroblast;A;CL	Pattern: metacluster_1/pattern_4 Significance: 4.9049e-06	Pattern: motif6.motif Significance: 0.00185632
DP;A;CL	Pattern: metacluster_1/pattern_3 Significance: 8.97694e-06	Pattern: motif9.motif Significance: 2.96566e-07
DP3a;A;CL	Pattern: metacluster_1/pattern_4 Significance: 4.73421e-10	Pattern: motif13.motif Significance: 0.0008503460000000001
DP3b;A;CL	Pattern: metacluster_1/pattern_6 Significance: 5.03474e-06	Pattern: motif8.motif Significance: 2.4281e-06
ISP;A;CL	Pattern: metacluster_1/pattern_3 Significance: 4.4076900000000006e-08	Pattern: motif6.motif Significance: 3.3116799999999996e-07
ES;E14;A;CL	Pattern: metacluster_1/pattern_6 Significance: 5.97109e-10	Pattern: motif4.motif Significance: 1.1147500000000001e-07
ES;MEF;A;CL	Pattern: metacluster_1/pattern_6 Significance: 4.84089e-06	Pattern: motif10.motif Significance: 0.00018471700000000001
SML_INTSTN;A;CL	Pattern: metacluster_0/pattern_6 Significance: 2.65526e-11	Pattern: motif9.motif Significance: 0.00176868
LRG_INTSTN;A;CL	Pattern: metacluster_0/pattern_5 Significance: 7.64786e-09	Pattern: motif8.motif Significance: 0.00167637
LNG;A;CL	Pattern: metacluster_1/pattern_3 Significance: 3.30455e-06	Pattern: motif4.motif Significance: 3.73939e-07
Muscle;A;CL	Pattern: metacluster_1/pattern_5 Significance: 1.4111799999999999e-09	Pattern: motif6.motif Significance: 1.6453599999999998e-05
Adipose;A;CL	Pattern: metacluster_1/pattern_3 Significance: 9.492569999999999e-06	Pattern: motif4.motif Significance: 0.000206359
Mammary;A;CL	Pattern: metacluster_0/pattern_4 Significance: 8.165139999999999e-06	Pattern: motif3.motif Significance: 0.00577734
Adrenal;A;CL	Pattern: metacluster_1/pattern_9 Significance: 5.976090000000001e-10	Pattern: motif12.motif Significance: 0.00073188
testis;A;CL	Pattern: metacluster_0/pattern_2 Significance: 8.91871e-12	Pattern: motif2.motif Significance: 4.5757099999999996e-08
placenta;A;CL	Pattern: metacluster_0/pattern_3 Significance: 1.20621e-11	Pattern: motif6.motif Significance: 1.2828299999999998e-06
SPNL_CHRD;A;CL	Pattern: metacluster_1/pattern_3 Significance: 5.59777e-06	Pattern: motif4.motif Significance: 8.93288e-07
STMCH;A;CL	Pattern: metacluster_1/pattern_1 Significance: 2.05002e-09	Pattern: motif3.motif Significance: 1.40041e-08
PNCRS;A;CL	Pattern: metacluster_0/pattern_3 Significance: 7.67152e-09	Pattern: motif2.motif Significance: 1.63456e-07
eye-NRL_RTN;A;CL	Pattern: metacluster_0/pattern_4 Significance: 1.88665e-05	Pattern: motif4.motif Significance: 5.48224e-05
NRV;Eye-OPTC;A;CL	Pattern: metacluster_0/pattern_5 Significance: 6.87433e-06	Pattern: motif3.motif Significance: 0.000182591
BRN;FRNTL_CRTX;A;CL	Pattern: metacluster_1/pattern_6 Significance: 4.17545e-09	Pattern: motif8.motif Significance: 7.361839999999999e-07
BRN;PTMN;A;CL	Pattern: metacluster_1/pattern_5 Significance: 3.3535499999999996e-08	Pattern: motif11.motif Significance: 1.1311500000000002e-05
BRN;MDL_OBLNGT;A;CL	Pattern: metacluster_1/pattern_2 Significance: 2.5219999999999998e-09	Pattern: motif4.motif Significance: 2.8873899999999998e-05
BRN;SNSR_MTR_CRTX;A;CL	Pattern: metacluster_1/pattern_8 Significance: 2.9701999999999997e-10	Pattern: motif13.motif Significance: 5.20009e-07
BRN;CRBLM;A;CL	Pattern: metacluster_0/pattern_3 Significance: 1.0645e-09	Pattern: motif4.motif Significance: 4.36617e-07
restingB;A;CL	Pattern: metacluster_1/pattern_4 Significance: 4.32823e-11	Pattern: motif4.motif Significance: 0.0536765
aB;CD180;A;CL	Pattern: metacluster_1/pattern_3 Significance: 1.15093e-09	Pattern: motif4.motif Significance: 1.47107e-08
LNG_TRM_HSC;A;CL	Pattern: metacluster_1/pattern_3 Significance: 6.4610000000000005e-06	Pattern: motif6.motif Significance: 6.026009999999999e-08
SHRT_TRM_HSC;A;CL	Pattern: metacluster_1/pattern_6 Significance: 5.468730000000001e-10	Pattern: motif11.motif Significance: 0.000911311
gamma_delta_TCR;A;CL	Pattern: metacluster_1/pattern_3 Significance: 2.27978e-11	Pattern: motif6.motif Significance: 3.4225499999999996e-07
gamma_delta_TCR_MCR;A;CL	Pattern: metacluster_1/pattern_5 Significance: 3.7584e-11	Pattern: motif10.motif Significance: 4.1177700000000004e-05
gamma_delta_TCR_M-S-;A;CL	Pattern: metacluster_0/pattern_5 Significance: 5.04034e-11	Pattern: motif4.motif Significance: 3.5648699999999995e-06
NK;IL2+IL12+;A;CL	Pattern: metacluster_1/pattern_6 Significance: 1.49273e-05	Pattern: motif7.motif Significance: 7.61895e-06
ILC2precrsr;A;CL	Pattern: metacluster_1/pattern_4 Significance: 2.9422500000000003e-09	Pattern: motif16.motif Significance: 0.00392264
NCR+ILC3;A;CL	Pattern: metacluster_1/pattern_11 Significance: 5.6086599999999996e-08	Pattern: motif10.motif Significance: 0.00872529
ILC2_Nippo;A;CL	Pattern: metacluster_1/pattern_4 Significance: 1.03868e-05	Pattern: motif9.motif Significance: 0.0013318
ILC1;A;CL	Pattern: metacluster_1/pattern_7 Significance: 5.12086e-10	Pattern: motif9.motif Significance: 4.4852600000000005e-05
NCR+ILC3+IL23;A;CL	Pattern: metacluster_1/pattern_8 Significance: 7.586219999999999e-06	Pattern: motif9.motif Significance: 3.63517e-06
ILC2;A;CL	Pattern: metacluster_1/pattern_8 Significance: 8.470419999999999e-10	Pattern: motif6.motif Significance: 4.0192e-06
Th2_nippo;A;CL	Pattern: metacluster_1/pattern_4 Significance: 7.02285e-06	Pattern: motif13.motif Significance: 0.00267339
aB_LPS+IL4_24h;A;CL	Pattern: metacluster_0/pattern_4 Significance: 4.51032e-09	Pattern: motif6.motif Significance: 1.07234e-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: 1.40908e-10	Pattern: motif8.motif Significance: 3.9686300000000005e-07
wCH12;A;CL	Pattern: metacluster_1/pattern_5 Significance: 1.8659000000000002e-10	Pattern: motif6.motif Significance: 1.75147e-07
CH12;med14;A;CL	Pattern: metacluster_1/pattern_4 Significance: 5.45035e-11	Pattern: motif3.motif Significance: 4.0683700000000003e-07
wCH12_drug;A;CL	Pattern: metacluster_1/pattern_5 Significance: 1.69321e-11	Pattern: motif9.motif Significance: 6.411790000000001e-07
CLP;A;CL	Pattern: metacluster_1/pattern_5 Significance: 6.022539999999999e-09	Pattern: motif7.motif Significance: 2.9762799999999996e-06
mem_precrsrT_SPLND;CD8+;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 2.51221e-10	Pattern: motif8.motif Significance: 2.3814599999999997e-06
NK_LVRD;CD19-CD3e-NKp46+DX+Trail-;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 5.483640000000001e-09	Pattern: motif11.motif Significance: 1.66468e-05
NTRPHL;A;GEO	Pattern: metacluster_0/pattern_2 Significance: 1.02955e-05 / Pattern: metacluster_0/pattern_15 Significance: 7.48815e-08	Pattern: motif3.motif Significance: 3.20707e-08
ES;J1;A;CL	Pattern: metacluster_1/pattern_6 Significance: 3.67899e-09	Pattern: motif3.motif Significance: 5.78649e-07
ES;E14;A;GEO	Pattern: metacluster_0/pattern_3 Significance: 6.31628e-06	Pattern: motif3.motif Significance: 2.09914e-06
ES;F1216;A;GEO	Pattern: metacluster_0/pattern_4 Significance: 1.4500899999999998e-08	Pattern: motif4.motif Significance: 4.85173e-08
ES;129SV_Jae_C57BL6J;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 2.91987e-08	Pattern: motif3.motif Significance: 2.51212e-06
ES;v6.5;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 2.08932e-07	Pattern: motif5.motif Significance: 4.97185e-07
Mammary_GLND;A;GEO	Pattern: metacluster_1/pattern_14 Significance: 2.86744e-05	Pattern: motif21.motif Significance: 0.000616637
RTN;A;GEO	Pattern: metacluster_0/pattern_5 Significance: 7.651639999999999e-06	Pattern: motif9.motif Significance: 6.55404e-06
ILC2+IL33+IL25;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 2.1689499999999996e-09	Pattern: motif8.motif Significance: 9.31704e-07
ILC1;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 1.4389200000000002e-09	Pattern: motif8.motif Significance: 0.00239421
ILC2;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 6.18374e-06	Pattern: motif10.motif Significance: 1.3766500000000001e-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: 1.03665e-08	Pattern: motif8.motif Significance: 0.000678345
ILC2_AbxGRMFree;A;GEO	Pattern: metacluster_1/pattern_4 Significance: 5.90854e-11	Pattern: motif12.motif Significance: 0.00193612
ILC3_AbxGRMFree;A;GEO	Pattern: metacluster_1/pattern_8 Significance: 6.4809900000000004e-06	Pattern: motif10.motif Significance: 7.26012e-07
T_LCMV;CD8+;D8;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 8.6639e-08	Pattern: motif9.motif Significance: 1.18528e-06
T_LCMV;CD8+;D33;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 7.84531e-06	Pattern: motif8.motif Significance: 5.9236099999999993e-05
T_LCMV;CD8+;D35;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 5.31779e-10	Pattern: motif7.motif Significance: 4.99494e-07
TEff_SPLND;CD8+;A;GEO	Pattern: metacluster_1/pattern_4 Significance: 7.88984e-06	Pattern: motif8.motif Significance: 7.07049e-05
TExh_SPLND;CD8+;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 5.17769e-06	Pattern: motif9.motif Significance: 2.11833e-05
TSLEC_SPLND;CD8+A;GEO	Pattern: metacluster_1/pattern_4 Significance: 1.98357e-10	Pattern: motif6.motif Significance: 9.71914e-05
naiveT;trnsgncTCR_SV40-I_CD8;A;GEO	Pattern: metacluster_0/pattern_5 Significance: 8.78533e-06	Pattern: motif12.motif Significance: 3.29282e-05
Teff;TCR_SV40-I_CD8+;D5;A;GEO	Pattern: metacluster_1/pattern_7 Significance: 3.21577e-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: 5.66071e-05
cntrl_memT;TCR_SV40-I_CD8+;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 2.07108e-09	Pattern: motif12.motif Significance: 6.0358999999999996e-05
T_MLD;TCR_SV40-I_CD8+;D5;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 7.50405e-06	Pattern: motif10.motif Significance: 2.8856e-05
T_MLD;TCR_SV40-I_CD8+;D7;A;GEO	Pattern: metacluster_1/pattern_7 Significance: 7.259550000000001e-06	Pattern: motif9.motif Significance: 0.00350757
T_MLD;TCR_SV40-I_CD8+;D14;A;GEO	Pattern: metacluster_1/pattern_8 Significance: 7.97864e-06	Pattern: motif9.motif Significance: 5.89895e-07
T_MLD;TCR_SV40-I_CD8+;D21;A;GEO	Pattern: metacluster_1/pattern_8 Significance: 7.38227e-06	Pattern: motif9.motif Significance: 0.0175865
T_MLD;TCR_SV40-I_CD8+;D28;A;GEO	Pattern: metacluster_1/pattern_4 Significance: 2.02988e-10	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: 3.27994e-08
T_MLD;TCR_SV40-I_CD8+;D60;A;GEO	Pattern: metacluster_0/pattern_6 Significance: 4.6405800000000003e-10	Pattern: motif13.motif Significance: 0.00602262
memT_tmrD_lstr;TCR_SV40-I_CD8+;D7;A;GEO	Pattern: metacluster_1/pattern_4 Significance: 3.04724e-10	Pattern: motif8.motif Significance: 4.16214e-06
memT_tmrD_lstr;TCR_SV40-I_CD8+;D14;A;GEO	Pattern: metacluster_0/pattern_7 Significance: 2.77192e-09	Pattern: motif11.motif Significance: 1.90436e-05
memT_tmrD_lstr;TCR_SV40-I_CD8+;D35;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 6.49971e-10	Pattern: motif10.motif Significance: 1.00472e-06
memT_tmrD;TCR_SV40-I_CD8+;D7;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 9.1416e-10	Pattern: motif8.motif Significance: 1.0346400000000001e-05
memT_tmrD;TCR_SV40-I_CD8+;D14;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 2.2839200000000002e-10	Pattern: motif8.motif Significance: 1.6486199999999998e-05
iNKT;A;GEO	Pattern: metacluster_1/pattern_4 Significance: 1.27995e-05	Pattern: motif7.motif Significance: 3.8479e-06
aB;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 5.31759e-10	Pattern: motif7.motif Significance: 1.0535399999999999e-07
prePLSM_B;A;GEO	Pattern: metacluster_1/pattern_4 Significance: 7.14685e-11	Pattern: motif7.motif Significance: 5.148539999999999e-07
B_SPLND;A;GEO	Pattern: metacluster_1/pattern_3 Significance: 1.85522e-11	Pattern: motif3.motif Significance: 3.87586e-08
preB_BMD;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 1.23894e-05	Pattern: motif10.motif Significance: 1.74265e-05
B;B220_CD43;A;GEO	Pattern: metacluster_1/pattern_7 Significance: 1.1251199999999998e-05	Pattern: motif9.motif Significance: 2.35354e-05
MCRPHG_BMD.UnStmltd;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 1.47678e-13	Pattern: motif6.motif Significance: 1.3082800000000001e-06
MCRPHG_BMD.LPD_Stmltd;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 1.0012799999999999e-10	Pattern: motif9.motif Significance: 6.91523e-06
Erythroid;Ter119+;A;GEO	Pattern: metacluster_0/pattern_3 Significance: 1.4697499999999998e-10	Pattern: motif5.motif Significance: 1.5986599999999998e-07
AML;AE9a;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 6.97578e-12	Pattern: motif7.motif Significance: 2.78873e-06
DC_LPS;6h;A;GEO	Pattern: metacluster_1/pattern_9 Significance: 1.4337e-05	Pattern: motif14.motif Significance: 0.000308458
DC_pBMD;A;GEO	Pattern: metacluster_1/pattern_9 Significance: 8.21534e-06	Pattern: motif11.motif Significance: 9.11042e-05
ROD_PHT_RCPTR;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 5.25077e-06	Pattern: motif8.motif Significance: 0.00389706
ROD_PHT_RCPTR_RTN;A;GEO	Pattern: metacluster_0/pattern_5 Significance: 4.11566e-08	Pattern: motif8.motif Significance: 0.00016737099999999998
GCN_PHT_RCPTR;A;GEO	Pattern: metacluster_1/pattern_3 Significance: 1.21726e-05	Pattern: motif6.motif Significance: 3.20236e-05
npES;3rd_Rhmbmr_delA;E8.5;A;GEO	Pattern: metacluster_0/pattern_6 Significance: 4.6991599999999996e-07	Pattern: motif5.motif Significance: 0.045478199999999996
wES;3rd_Rhmbmr;E8.5;A;GEO	Pattern: metacluster_0/pattern_9 Significance: 8.451260000000002e-08	Pattern: motif9.motif Significance: 0.0162941
npES;3rd_Rhmbmr_delC;E8.5;A;GEO	Pattern: metacluster_0/pattern_6 Significance: 6.54207e-07	Pattern: motif6.motif Significance: 0.00346895
npES;5th_Rhmbmr_delC;E8.5;A;GEO	Pattern: metacluster_1/pattern_4 Significance: 2.79746e-09	Pattern: motif5.motif Significance: 1.21763e-06
wES;5th_Rhmbmr;E8.5;A;GEO	Pattern: metacluster_0/pattern_11 Significance: 7.22461e-09	Pattern: motif4.motif Significance: 0.00495913
npES;5th_Rhmbmr_delA;E8.5;A;GEO	Pattern: metacluster_0/pattern_8 Significance: 8.22281e-07	Pattern: motif8.motif Significance: 0.014116899999999998
wES;posterior;1;E9.5;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 1.59354e-11	Pattern: motif11.motif Significance: 3.1578499999999996e-05
wES;posterior;2;E9.5;A;GEO	Pattern: metacluster_0/pattern_5 Significance: 3.28791e-06	Pattern: motif8.motif Significance: 0.00195173
wES;posterior;1;E8.5;A;GEO	Pattern: metacluster_0/pattern_5 Significance: 3.58276e-10	Pattern: motif5.motif Significance: 1.2384e-08
npES;posterior_delC;E8.5;A;GEO	Pattern: metacluster_0/pattern_10 Significance: 9.63706e-08	Pattern: motif3.motif Significance: 0.012905600000000001
wES.CRNL_NRL_CRST;E10.5;A;GEO	Pattern: metacluster_0/pattern_4 Significance: 1.09486e-12	Pattern: motif6.motif Significance: 6.361930000000001e-05
NPC;G4;A;GEO	Pattern: metacluster_1/pattern_9 Significance: 3.83219e-10	Pattern: motif10.motif Significance: 0.0479327
NPC;Ch13;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 8.279559999999999e-09	Pattern: motif8.motif Significance: 6.982080000000001e-06
ePyramidal_NRN;A;GEO	Pattern: metacluster_1/pattern_11 Significance: 1.15456e-09	Pattern: motif18.motif Significance: 2.61692e-05
wES;GRM;E16.5;A;GEO	Pattern: metacluster_0/pattern_1 Significance: 9.17273e-10	Pattern: motif2.motif Significance: 1.79584e-11
ThMS_MEC;Aire++;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 1.0361900000000001e-09	Pattern: motif4.motif Significance: 1.53475e-05
ES;ZhBTc4;untreated;A;GEO	Pattern: metacluster_1/pattern_7 Significance: 1.11313e-06	Pattern: motif8.motif Significance: 5.87091e-05
npES;ZHBTC4;doxyc;treat;A;GEO	Pattern: metacluster_0/pattern_9 Significance: 3.72559e-10	Pattern: motif11.motif Significance: 2.92176e-07
ES;JM8.N4;Asynch;A;GEO	Pattern: metacluster_0/pattern_3 Significance: 1.7469e-08	Pattern: motif2.motif Significance: 0.00011944200000000001
ES;JM8.N4;Mitosis;A;GEO	Pattern: metacluster_0/pattern_1 Significance: 1.7015e-08	Pattern: motif2.motif Significance: 4.66293e-09
Mammary_BptfKO;A;GEO	Pattern: metacluster_0/pattern_12 Significance: 4.46328e-11	Pattern: motif14.motif Significance: 0.0216539
pMeg;A;En	Pattern: metacluster_1/pattern_11 Significance: 1.56435e-05	Pattern: motif9.motif Significance: 0.00111878
EPP;A;En	Pattern: metacluster_1/pattern_1 Significance: 3.93903e-06	Pattern: motif5.motif Significance: 1.29275e-06
MegEP;A;CL	Pattern: metacluster_1/pattern_4 Significance: 1.65279e-09	Pattern: motif9.motif Significance: 6.376319999999999e-06
pErythroblast;A;En	Pattern: metacluster_1/pattern_4 Significance: 7.43154e-06	Pattern: motif5.motif Significance: 2.7254999999999998e-08
MegP;A;En	Pattern: metacluster_1/pattern_4 Significance: 3.9519599999999996e-10	Pattern: motif10.motif Significance: 0.000218755
pCMP;A;CL	Pattern: metacluster_1/pattern_6 Significance: 1.1248499999999999e-05	Pattern: motif8.motif Significance: 4.573219999999999e-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: 1.12492e-05	Pattern: motif9.motif Significance: 7.94952e-06
DC;A;En	Pattern: metacluster_1/pattern_9 Significance: 8.678289999999999e-06	Pattern: motif10.motif Significance: 0.000228752
ES;ZhBTc4;1;D;GEO	Pattern: metacluster_1/pattern_5 Significance: 8.40197e-10	Pattern: motif5.motif Significance: 7.5262e-07
ES;ZhBTc4;2;D;GEO	Pattern: metacluster_1/pattern_3 Significance: 2.32495e-09	Pattern: motif7.motif Significance: 0.05895209999999999 / Pattern: motif11.motif Significance: 0.000642611
ES;D0;D;GEO	Pattern: metacluster_0/pattern_2 Significance: 1.5824100000000001e-09	Pattern: motif3.motif Significance: 4.83794e-06
NIH3T3_FBROBLST;D;GEO	Pattern: metacluster_1/pattern_4 Significance: 5.50498e-11	Pattern: motif9.motif Significance: 9.826049999999998e-07
T_SPLND_blstCLTRD;CD4+;D;GEO	Pattern: metacluster_1/pattern_3 Significance: 8.31022e-12	Pattern: motif5.motif Significance: 0.00011009399999999999
naiveT_SPLND;CD4+;D;GEO	Pattern: metacluster_1/pattern_2 Significance: 1.58523e-09	Pattern: motif3.motif Significance: 1.75389e-07
apCD4Eff;D;GEO	Pattern: metacluster_1/pattern_5 Significance: 5.82256e-10	Pattern: motif7.motif Significance: 1.03569e-05
416B_MP;CD34+;D;GEO	Pattern: metacluster_1/pattern_9 Significance: 8.163589999999999e-06	Pattern: motif11.motif Significance: 5.6603199999999995e-06
ES;129S1_SVImJ_CJ7;D;En	Pattern: metacluster_1/pattern_3 Significance: 2.58637e-09	Pattern: motif5.motif Significance: 7.58354e-05
ES;E14;D;En	Pattern: metacluster_1/pattern_2 Significance: 2.08197e-08	Pattern: motif6.motif Significance: 3.5305199999999996e-06
ES;C57BL_6J;R1;D;En	Pattern: metacluster_1/pattern_2 Significance: 4.103e-08	Pattern: motif5.motif Significance: 3.50789e-06
NIH3T3_FBROBLST;D;En	Pattern: metacluster_1/pattern_10 Significance: 3.8989800000000006e-06	Pattern: motif12.motif Significance: 3.0574299999999996e-05
FBRBLST;8wks;D;En	Pattern: metacluster_1/pattern_8 Significance: 2.5726299999999997e-10	Pattern: motif3.motif Significance: 0.029898900000000003
3T3-L1;FBRBLST;D;En	Pattern: metacluster_1/pattern_4 Significance: 4.748999999999999e-12	Pattern: motif7.motif Significance: 4.3391100000000003e-07
KDNY;P0;D;En	Pattern: metacluster_1/pattern_14 Significance: 7.45329e-09	Pattern: motif13.motif Significance: 2.2869299999999998e-05
wES;LVR;E11.5;D.;En	Pattern: metacluster_1/pattern_2 Significance: 8.471039999999999e-10	Pattern: motif6.motif Significance: 4.88201e-06
LVR;P0;D;En	Pattern: metacluster_1/pattern_3 Significance: 6.5256700000000005e-06	Pattern: motif4.motif Significance: 7.35834e-06
LNG;8wks;D;En	Pattern: metacluster_0/pattern_14 Significance: 5.044499999999999e-09	Pattern: motif19.motif Significance: 0.0149362
LNG;P0;D;En	Pattern: metacluster_1/pattern_10 Significance: 8.53978e-11	Pattern: motif13.motif Significance: 1.0244e-05
wES;LNG;E14.5;D;En	Pattern: metacluster_1/pattern_7 Significance: 6.216960000000001e-10	Pattern: motif10.motif Significance: 1.7066299999999999e-06
Heart;8wks;D;En	Pattern: metacluster_0/pattern_6 Significance: 2.1847399999999996e-09	Pattern: motif5.motif Significance: 0.0232965
RTN;D1;D;En	Pattern: metacluster_0/pattern_7 Significance: 1.52292e-08	Pattern: motif2.motif Significance: 0.0581885 / Pattern: motif15.motif Significance: 4.54996e-05
abTreg;CD4+_CD25+;8wks;D;En	Pattern: metacluster_1/pattern_5 Significance: 1.0369299999999999e-10	Pattern: motif8.motif Significance: 2.38742e-05
apTreg;8wk;D;En	Pattern: metacluster_1/pattern_9 Significance: 3.52438e-05	Pattern: motif9.motif Significance: 4.66513e-05
EP;c-kit+CD71+Ter119+;D;En	Pattern: metacluster_1/pattern_3 Significance: 4.45595e-06	Pattern: motif6.motif Significance: 6.386199999999999e-05
416B_MP;CD34+;D;En	Pattern: metacluster_1/pattern_9 Significance: 1.82287e-08	Pattern: motif10.motif Significance: 0.000129568
wES;MSDRM;E11.5;D;En	Pattern: metacluster_0/pattern_13 Significance: 9.996369999999999e-08	Pattern: motif9.motif Significance: 0.000281159
Muller;P12;D;En	Pattern: metacluster_1/pattern_15 Significance: 4.22959e-10	Pattern: motif16.motif Significance: 0.018334599999999996
wES.Fr_BRN;E14.4;D;En	Pattern: metacluster_0/pattern_11 Significance: 2.8377e-07	Pattern: motif2.motif Significance: 0.052515099999999995
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: 2.8488400000000002e-12	Pattern: motif16.motif Significance: 4.8004e-06
wES;Md_BRN;E14.4;D;En	Pattern: metacluster_0/pattern_15 Significance: 1.19117e-10	Pattern: motif6.motif Significance: 0.0548874
WHL_BRN;8wks;D;En	Pattern: metacluster_1/pattern_14 Significance: 7.87105e-10	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: 1.3290999999999998e-10	Pattern: motif13.motif Significance: 7.307539999999999e-08
wES;limb;E11.5;D;En	Pattern: metacluster_0/pattern_10 Significance: 2.2653799999999998e-08	Pattern: motif16.motif Significance: 8.312940000000001e-05
wES;Fr_lmb;E11.5;D;En	Pattern: metacluster_1/pattern_5 Significance: 6.2447e-10	Pattern: motif13.motif Significance: 3.96264e-05
wES;Hnd_lmb;E11.5;D;En	Pattern: metacluster_0/pattern_6 Significance: 6.21871e-10	Pattern: motif12.motif Significance: 0.00035735300000000003
wES;FaceP;E11.5;D;En	Pattern: metacluster_1/pattern_9 Significance: 5.60106e-12	Pattern: motif12.motif Significance: 0.000993285
LRG_INTSTN;8wks;D;En	Pattern: metacluster_1/pattern_7 Significance: 5.815359999999999e-10	Pattern: motif9.motif Significance: 2.51962e-06
STMCH;P0;D;En	Pattern: metacluster_1/pattern_7 Significance: 1.15061e-10	Pattern: motif9.motif Significance: 4.7223000000000005e-06
Spleen;8wks;D;En	Pattern: metacluster_1/pattern_6 Significance: 8.40404e-06	Pattern: motif8.motif Significance: 2.24629e-06
3134_mammaryADNCRCNM;D;En	Pattern: metacluster_0/pattern_6 Significance: 2.53002e-10	Pattern: motif13.motif Significance: 0.00506321
416B;HMTP_SPNSN;CD34+;D;En	Pattern: metacluster_1/pattern_6 Significance: 4.2085199999999995e-12	Pattern: motif14.motif Significance: 8.77415e-05
CH12.LX;D;En	Pattern: metacluster_1/pattern_7 Significance: 6.35024e-11	Pattern: motif9.motif Significance: 1.09401e-06
MEF.GATA-1-ER;D;En	Pattern: metacluster_1/pattern_3 Significance: 4.6944599999999994e-06	Pattern: motif8.motif Significance: 1.1001600000000002e-05
MEL;D;En	Pattern: metacluster_1/pattern_5 Significance: 8.65076e-12	Pattern: motif10.motif Significance: 4.20879e-05
MEL_Znc_di-cl;24h;D;En	Pattern: metacluster_1/pattern_10 Significance: 3.89214e-08	Pattern: motif8.motif Significance: 4.93592e-06
MN1;D;En	Pattern: metacluster_1/pattern_3 Significance: 2.28911e-09	Pattern: motif14.motif Significance: 4.9358500000000005e-05
3T3-L1;D;En	Pattern: metacluster_1/pattern_6 Significance: 3.5507499999999996e-08	Pattern: motif12.motif Significance: 0.00202817

Unique Cell types only TF-MoDISco finds Nfya: #45

Cell type	Modisco	Homer
wES;FaceP;E14.5;D;En	Pattern: metacluster_0/pattern_19 Significance: 2.22177e-08	Absent
wES;NRL_Tube;E11.5;D;En	Pattern: metacluster_1/pattern_8 Significance: 4.86406e-11	Absent
SKLTL_Muscle;8wks;D;En	Pattern: metacluster_1/pattern_7 Significance: 3.47815e-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: 1.3193e-10	Absent
NIH3T3;D;En	Pattern: metacluster_1/pattern_9 Significance: 5.6464199999999995e-06	Absent
ENDRM_ESD;A;GEO	Pattern: metacluster_1/pattern_8 Significance: 2.85004e-09	Absent
MTR_NRN_MN1;methyl3;D;En	Pattern: metacluster_0/pattern_8 Significance: 5.25864e-10	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: 1.00794e-10	Absent
npES;posterior_delA;E8.5;A;GEO	Pattern: metacluster_0/pattern_4 Significance: 8.92356e-08	Absent
SKN_EPTHL;A;GEO	Pattern: metacluster_0/pattern_15 Significance: 2.3554e-09	Absent
BCK_SKN;A;GEO	Pattern: metacluster_0/pattern_11 Significance: 6.4443400000000005e-09	Absent
NPC;F129;A;GEO	Pattern: metacluster_1/pattern_10 Significance: 9.43623e-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
iPV_NRN;A;GEO	Pattern: metacluster_1/pattern_15 Significance: 1.64516e-11	Absent
iVIP_NRN;A;GEO	Pattern: metacluster_1/pattern_14 Significance: 2.8263299999999996e-10	Absent
eCortical_NRN;A;GEO	Pattern: metacluster_1/pattern_11 Significance: 1.96192e-12	Absent
G_NRN_P;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 2.76447e-10	Absent
Corticotrope;A;GEO	Pattern: metacluster_0/pattern_4 Significance: 3.1610100000000003e-10	Absent
Melanotrope;A;GEO	Pattern: metacluster_0/pattern_12 Significance: 2.76332e-10	Absent
Heart;D;En	Pattern: metacluster_0/pattern_7 Significance: 9.33672e-08	Absent
npES;ZHBTC4;Brg1fl_fl;untreat;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 8.59274e-08	Absent
BRN;OLFTRY_BLB;A;CL	Pattern: metacluster_0/pattern_2 Significance: 2.37536e-11	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: 1.90547e-09	Absent
3134_mammaryADNCRCNM;D;GE	Pattern: metacluster_1/pattern_7 Significance: 5.112680000000001e-09	Absent
WHL_BRN;8wks;D;GEO	Pattern: metacluster_1/pattern_13 Significance: 1.9767e-10	Absent
wES;WHL_BRN;E14.5;D;GEO	Pattern: metacluster_0/pattern_12 Significance: 2.81087e-08	Absent
KDNY;8wks;D;En	Pattern: metacluster_1/pattern_6 Significance: 5.982180000000001e-12	Absent
LVR;8wks;D;En	Pattern: metacluster_0/pattern_7 Significance: 3.16451e-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: 9.68278e-12	Absent
CRBL_GRNL_Precrsr;A;GEO	Pattern: metacluster_0/pattern_7 Significance: 3.79459e-11	Absent
Adipose;D;En	Pattern: metacluster_0/pattern_10 Significance: 3.7152199999999994e-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: 7.55092e-11	Absent
naiveT;CD8+;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 1.16595e-05	Absent
Fr_BRN;P0;D;En	Pattern: metacluster_1/pattern_8 Significance: 3.32199e-11	Absent
Hnd_BRN;P0;D;En	Pattern: metacluster_1/pattern_8 Significance: 9.57331e-11	Absent
wES;Md_BRN;E11.5;D;En	Pattern: metacluster_0/pattern_10 Significance: 3.5794199999999997e-06	Absent
Md_BRN;D;En	Pattern: metacluster_1/pattern_8 Significance: 5.29349e-09	Absent
wES;WHL_BRN;E14.5;D;En	Pattern: metacluster_1/pattern_13 Significance: 3.43704e-09	Absent

Unique Cell types only Homer finds Nfya: #7

Cell type	Modisco	Homer
apThEff;CD4+;8wks;D;En.	Absent	Pattern: motif7.motif Significance: 8.678989999999999e-06
A20;B-lymphoma;D;En	Absent	Pattern: motif14.motif Significance: 0.00589214
Treg;CD4+_CD25+;D;GEO	Absent	Pattern: motif9.motif Significance: 0.00775083
apTreg;D;GEO	Absent	Pattern: motif9.motif Significance: 2.95166e-06
immatureB_SPLND;CD43-_CD11b-;D;GEO	Absent	Pattern: motif7.motif Significance: 9.14635e-06
immatureB_SPLND;CD43-_CD11b-;D;En	Absent	Pattern: motif7.motif Significance: 1.38076e-06
Tfh_mut;A;CL	Absent	Pattern: motif9.motif Significance: 3.3124299999999997e-07