# Parameters
data_name = "Nfyb"
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 11:23:07,431 [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)

Nfyb: Motif: M09445_2.00

Forward PWM

Reverse PWM

Shared Cell types both TF-MoDISco and Homer finds Nfyb: #231

Cell type	Modisco	Homer
MPP;A;CL	Pattern: metacluster_1/pattern_6 Significance: 1.77981e-09	Pattern: motif8.motif Significance: 0.00597342
naiveCD8;A;CL	Pattern: metacluster_0/pattern_4 Significance: 4.7265199999999997e-14	Pattern: motif6.motif Significance: 1.1745099999999999e-08
memT;CD4+;A;CL	Pattern: metacluster_1/pattern_6 Significance: 1.39397e-13	Pattern: motif9.motif Significance: 2.0492e-08
Th17;CD4+;A;CL	Pattern: metacluster_1/pattern_3 Significance: 1.21533e-09	Pattern: motif7.motif Significance: 8.97561e-06
NK_SPLND;A;CL	Pattern: metacluster_0/pattern_6 Significance: 4.7917e-13	Pattern: motif7.motif Significance: 0.00111128
proB;A;CL	Pattern: metacluster_1/pattern_4 Significance: 4.46369e-09	Pattern: motif11.motif Significance: 0.000159104
preB;A;CL	Pattern: metacluster_1/pattern_5 Significance: 3.23044e-14	Pattern: motif7.motif Significance: 0.00041624800000000003
immatureB;A;CL	Pattern: metacluster_1/pattern_4 Significance: 1.7123199999999999e-13	Pattern: motif7.motif Significance: 0.0064697
matureB;A;CL	Pattern: metacluster_0/pattern_5 Significance: 3.51919e-12	Pattern: motif9.motif Significance: 0.00555875
MZ_B;A;CL	Pattern: metacluster_1/pattern_8 Significance: 1.4587700000000001e-06	Pattern: motif9.motif Significance: 0.000654427
B1_B;A;CL	Pattern: metacluster_1/pattern_4 Significance: 1.7706999999999998e-14	Pattern: motif6.motif Significance: 3.7019199999999996e-07
GC_B;A;CL	Pattern: metacluster_1/pattern_5 Significance: 2.49983e-10	Pattern: motif10.motif Significance: 6.014869999999999e-06
plasmaB;A;CL	Pattern: metacluster_1/pattern_6 Significance: 2.63551e-14	Pattern: motif10.motif Significance: 0.00204402
aB_LPS;A;CL	Pattern: metacluster_1/pattern_3 Significance: 3.29772e-10	Pattern: motif4.motif Significance: 1.08247e-07
aB_LPS+IL4;A;CL	Pattern: metacluster_1/pattern_3 Significance: 2.8055700000000004e-10	Pattern: motif5.motif Significance: 7.31075e-08
aB_LPS+IL21;A;CL	Pattern: metacluster_1/pattern_4 Significance: 1.1387399999999999e-10	Pattern: motif4.motif Significance: 8.451789999999999e-07
aB_LSP+a_d_dextran;A;CL	Pattern: metacluster_0/pattern_4 Significance: 3.50589e-16	Pattern: motif5.motif Significance: 0.000604899
aB_CD40+IL4;A;CL	Pattern: metacluster_1/pattern_3 Significance: 1.4381799999999998e-10	Pattern: motif4.motif Significance: 2.97058e-09
Mast;A;CL	Pattern: metacluster_0/pattern_3 Significance: 1.0200400000000001e-15	Pattern: motif5.motif Significance: 2.6202200000000003e-08
BSPHL;A;CL	Pattern: metacluster_1/pattern_5 Significance: 4.92501e-11	Pattern: motif14.motif Significance: 0.00779749
ESNPHL_ex-vivo_BlbC;A;CL	Pattern: metacluster_0/pattern_5 Significance: 3.4631300000000003e-15	Pattern: motif4.motif Significance: 1.70989e-08
ESNPHL_SPLND_BlbCA;CL	Pattern: metacluster_0/pattern_3 Significance: 5.461559999999999e-16	Pattern: motif5.motif Significance: 7.81024e-11
NTRPHL;A;CL	Pattern: metacluster_1/pattern_7 Significance: 1.1337100000000001e-13	Pattern: motif4.motif Significance: 2.75365e-08
Tfh_LCMV;A;CL	Pattern: metacluster_1/pattern_3 Significance: 7.56919e-15	Pattern: motif7.motif Significance: 8.15789e-07
Tfh;A;CL	Pattern: metacluster_1/pattern_4 Significance: 3.43819e-14	Pattern: motif7.motif Significance: 4.88037e-10
aNonTfh;A;CL	Pattern: metacluster_1/pattern_5 Significance: 6.11788e-13	Pattern: motif9.motif Significance: 8.77902e-06
aNonTfh_mut;A;CL	Pattern: metacluster_1/pattern_3 Significance: 1.0013299999999998e-15	Pattern: motif7.motif Significance: 1.32419e-07
Tfr;CD4+CD44+CXCR5+PD1+CD25+;A;CL	Pattern: metacluster_1/pattern_4 Significance: 2.61087e-14	Pattern: motif8.motif Significance: 0.00353768
Tfr_mut;CD4+CD44+CXCR5+PD1+CD25+;A;CL	Pattern: metacluster_1/pattern_3 Significance: 1.83248e-13	Pattern: motif7.motif Significance: 3.24989e-08
naiveT;CD4+_CD44-_CD62L-_CD25-;A;CL	Pattern: metacluster_1/pattern_4 Significance: 1.00406e-13	Pattern: motif6.motif Significance: 2.1630500000000003e-08
naiveT_mut;CD4+_CD44-_CD62L-_CD25-;A;CL	Pattern: metacluster_1/pattern_3 Significance: 3.4183e-10	Pattern: motif6.motif Significance: 0.00592287
largeDPprecrsr;CD4+CD8+CD69-;A;CL	Pattern: metacluster_1/pattern_3 Significance: 1.3053600000000001e-10	Pattern: motif7.motif Significance: 0.0219982
smallDPprecrsor;CD4+CD8+CD69-;A;CL	Pattern: metacluster_1/pattern_5 Significance: 3.31576e-14	Pattern: motif10.motif Significance: 7.85192e-08
CD4+CD8intTCR+CD69+CD24+;B2defM;A;CL	Pattern: metacluster_1/pattern_3 Significance: 1.80138e-14	Pattern: motif5.motif Significance: 9.561960000000002e-07
CD4+CD8-TCR+CD69+CD24+CD25-;B2defM;A;CL	Pattern: metacluster_1/pattern_4 Significance: 1.0300299999999998e-10	Pattern: motif6.motif Significance: 4.28036e-08
CD4+CD8-TCR+CD69-CD24-CD25-;B2defM;A;CL	Pattern: metacluster_1/pattern_4 Significance: 7.226269999999999e-14	Pattern: motif8.motif Significance: 5.5477300000000004e-08
CD4+CD8intTCR+CD69+CD24+;MHC2defM;A;CL	Pattern: metacluster_1/pattern_3 Significance: 8.97573e-11	Pattern: motif8.motif Significance: 7.10561e-09
CD4+CD8+TCR+CD69+CD24+;MHC2defM;A;C	Pattern: metacluster_1/pattern_3 Significance: 2.07887e-10	Pattern: motif12.motif Significance: 0.000101864
CD4+CD8+TCR+CD69-CD24-;MHC2defM;A;CL	Pattern: metacluster_1/pattern_4 Significance: 1.05426e-12	Pattern: motif7.motif Significance: 1.34208e-07
CD4+CD8-TCR+CD25+Foxp3-;A;CL	Pattern: metacluster_1/pattern_4 Significance: 1.59327e-09	Pattern: motif8.motif Significance: 6.14084e-08
CD4+CD8-TCR+CD25-Foxp3+;A;CL	Pattern: metacluster_1/pattern_3 Significance: 6.301929999999999e-14	Pattern: motif7.motif Significance: 2.8036700000000004e-06
CD4+CD8-TCR+CD25+Foxp3+;A;CL	Pattern: metacluster_1/pattern_5 Significance: 2.36365e-13	Pattern: motif9.motif Significance: 4.74783e-06
DC_BMD;A;CL	Pattern: metacluster_1/pattern_6 Significance: 5.84103e-08	Pattern: motif18.motif Significance: 0.0337467
Erythroblast;A;CL	Pattern: metacluster_1/pattern_4 Significance: 2.3095400000000002e-10	Pattern: motif6.motif Significance: 0.00137619
DP;A;CL	Pattern: metacluster_1/pattern_3 Significance: 2.6220799999999995e-10	Pattern: motif9.motif Significance: 3.44494e-08
DP3a;A;CL	Pattern: metacluster_1/pattern_4 Significance: 1.33915e-15	Pattern: motif13.motif Significance: 0.000106546
DP3b;A;CL	Pattern: metacluster_1/pattern_6 Significance: 1.7968000000000002e-10	Pattern: motif8.motif Significance: 1.49045e-08
ISP;A;CL	Pattern: metacluster_1/pattern_3 Significance: 3.86431e-11	Pattern: motif6.motif Significance: 4.80805e-08
ES;E14;A;CL	Pattern: metacluster_1/pattern_6 Significance: 1.22069e-11	Pattern: motif4.motif Significance: 1.79946e-10
ES;MEF;A;CL	Pattern: metacluster_1/pattern_6 Significance: 1.0362100000000001e-10	Pattern: motif10.motif Significance: 2.58883e-05
SML_INTSTN;A;CL	Pattern: metacluster_0/pattern_6 Significance: 1.99144e-11	Pattern: motif9.motif Significance: 0.00555688
LRG_INTSTN;A;CL	Pattern: metacluster_0/pattern_5 Significance: 1.0262000000000001e-13	Pattern: motif8.motif Significance: 0.00120823
LNG;A;CL	Pattern: metacluster_1/pattern_3 Significance: 2.2222400000000004e-10	Pattern: motif4.motif Significance: 1.60531e-07
Muscle;A;CL	Pattern: metacluster_1/pattern_5 Significance: 2.94576e-13	Pattern: motif6.motif Significance: 2.1802e-07
Adipose;A;CL	Pattern: metacluster_1/pattern_3 Significance: 1.0897799999999999e-10	Pattern: motif4.motif Significance: 0.000206359
Mammary;A;CL	Pattern: metacluster_0/pattern_4 Significance: 1.23554e-09	Pattern: motif3.motif Significance: 0.0019424
Adrenal;A;CL	Pattern: metacluster_1/pattern_9 Significance: 1.53342e-15	Pattern: motif12.motif Significance: 6.24542e-05
testis;A;CL	Pattern: metacluster_0/pattern_2 Significance: 5.75802e-15	Pattern: motif2.motif Significance: 8.48518e-09
placenta;A;CL	Pattern: metacluster_0/pattern_3 Significance: 7.592059999999999e-15	Pattern: motif6.motif Significance: 9.683040000000001e-09
SPNL_CHRD;A;CL	Pattern: metacluster_1/pattern_3 Significance: 3.2653299999999998e-12	Pattern: motif4.motif Significance: 3.28569e-05
STMCH;A;CL	Pattern: metacluster_1/pattern_1 Significance: 4.3095300000000003e-16	Pattern: motif3.motif Significance: 6.5067e-10
PNCRS;A;CL	Pattern: metacluster_0/pattern_3 Significance: 1.50493e-12	Pattern: motif2.motif Significance: 1.64218e-09
eye-NRL_RTN;A;CL	Pattern: metacluster_0/pattern_4 Significance: 3.76472e-10	Pattern: motif4.motif Significance: 4.25729e-05
NRV;Eye-OPTC;A;CL	Pattern: metacluster_0/pattern_5 Significance: 8.40393e-10	Pattern: motif3.motif Significance: 3.74082e-05
BRN;OLFTRY_BLB;A;CL	Pattern: metacluster_0/pattern_2 Significance: 9.492549999999999e-17	Pattern: motif7.motif Significance: 0.0405033
BRN;FRNTL_CRTX;A;CL	Pattern: metacluster_1/pattern_6 Significance: 5.5947900000000003e-14	Pattern: motif8.motif Significance: 4.66662e-08
BRN;PTMN;A;CL	Pattern: metacluster_1/pattern_5 Significance: 7.950420000000001e-13	Pattern: motif11.motif Significance: 9.38312e-08
BRN;MDL_OBLNGT;A;CL	Pattern: metacluster_1/pattern_2 Significance: 2.5448400000000002e-14	Pattern: motif4.motif Significance: 1.85497e-07
BRN;SNSR_MTR_CRTX;A;CL	Pattern: metacluster_1/pattern_8 Significance: 1.7568799999999999e-12	Pattern: motif13.motif Significance: 2.82331e-09
BRN;CRBLM;A;CL	Pattern: metacluster_0/pattern_3 Significance: 4.76959e-13	Pattern: motif4.motif Significance: 6.18359e-09
restingB;A;CL	Pattern: metacluster_1/pattern_4 Significance: 4.96156e-15	Pattern: motif4.motif Significance: 0.0567326
aB;CD180;A;CL	Pattern: metacluster_1/pattern_3 Significance: 8.31518e-15	Pattern: motif4.motif Significance: 1.31641e-10
LNG_TRM_HSC;A;CL	Pattern: metacluster_1/pattern_3 Significance: 3.2104199999999998e-09	Pattern: motif6.motif Significance: 5.56377e-09
SHRT_TRM_HSC;A;CL	Pattern: metacluster_1/pattern_6 Significance: 6.69998e-15	Pattern: motif11.motif Significance: 0.00027938400000000003
gamma_delta_TCR;A;CL	Pattern: metacluster_1/pattern_3 Significance: 1.85582e-13	Pattern: motif6.motif Significance: 1.89763e-08
gamma_delta_TCR_MCR;A;CL	Pattern: metacluster_1/pattern_5 Significance: 1.61959e-13	Pattern: motif10.motif Significance: 1.5262e-06
gamma_delta_TCR_M-S-;A;CL	Pattern: metacluster_0/pattern_5 Significance: 2.96621e-14	Pattern: motif4.motif Significance: 1.9603100000000002e-07
NK;IL2+IL12+;A;CL	Pattern: metacluster_1/pattern_6 Significance: 2.4329e-11	Pattern: motif7.motif Significance: 1.6331100000000001e-06
ILC2precrsr;A;CL	Pattern: metacluster_1/pattern_4 Significance: 2.82345e-11	Pattern: motif16.motif Significance: 0.00102295
NCR+ILC3;A;CL	Pattern: metacluster_1/pattern_11 Significance: 3.29755e-08	Pattern: motif10.motif Significance: 0.00504037
ILC2_Nippo;A;CL	Pattern: metacluster_1/pattern_4 Significance: 4.61747e-11	Pattern: motif9.motif Significance: 0.00392986
ILC1;A;CL	Pattern: metacluster_1/pattern_7 Significance: 3.16085e-15	Pattern: motif9.motif Significance: 3.5482800000000005e-05
NCR+ILC3+IL23;A;CL	Pattern: metacluster_1/pattern_8 Significance: 5.869180000000001e-09	Pattern: motif9.motif Significance: 4.4484500000000004e-08
ILC2;A;CL	Pattern: metacluster_1/pattern_8 Significance: 3.43129e-14	Pattern: motif6.motif Significance: 8.841280000000001e-08
Th2_nippo;A;CL	Pattern: metacluster_1/pattern_4 Significance: 2.07886e-09	Pattern: motif13.motif Significance: 0.0008268710000000001
aB_LPS+IL4_24h;A;CL	Pattern: metacluster_0/pattern_4 Significance: 1.2413499999999998e-13	Pattern: motif6.motif Significance: 1.07234e-05
aB_LPS+IL4+Oligomycin_24h;A;CL	Pattern: metacluster_1/pattern_8 Significance: 6.866270000000001e-09	Pattern: motif5.motif Significance: 7.28611e-07
CH12_QNTPLE;A;CL	Pattern: metacluster_1/pattern_5 Significance: 1.5359e-14	Pattern: motif8.motif Significance: 1.28088e-09
wCH12;A;CL	Pattern: metacluster_1/pattern_5 Significance: 6.90855e-16	Pattern: motif6.motif Significance: 1.90309e-08
CH12;med14;A;CL	Pattern: metacluster_1/pattern_4 Significance: 6.66253e-12	Pattern: motif3.motif Significance: 1.64372e-09
wCH12_drug;A;CL	Pattern: metacluster_1/pattern_5 Significance: 3.30822e-11	Pattern: motif9.motif Significance: 5.1878199999999996e-09
CLP;A;CL	Pattern: metacluster_1/pattern_5 Significance: 8.692330000000001e-14	Pattern: motif7.motif Significance: 4.3931100000000004e-08
mem_precrsrT_SPLND;CD8+;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 2.64155e-14	Pattern: motif8.motif Significance: 3.63637e-09
NK_LVRD;CD19-CD3e-NKp46+DX+Trail-;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 8.65261e-12	Pattern: motif11.motif Significance: 8.41989e-07
NTRPHL;A;GEO	Pattern: metacluster_0/pattern_2 Significance: 2.99192e-11 / Pattern: metacluster_0/pattern_15 Significance: 9.81403e-09	Pattern: motif3.motif Significance: 1.75278e-11
ES;J1;A;CL	Pattern: metacluster_1/pattern_6 Significance: 4.66455e-14	Pattern: motif3.motif Significance: 8.61248e-10
ES;E14;A;GEO	Pattern: metacluster_0/pattern_3 Significance: 6.31074e-07	Pattern: motif3.motif Significance: 7.06137e-08
ES;F1216;A;GEO	Pattern: metacluster_0/pattern_4 Significance: 1.13751e-12	Pattern: motif4.motif Significance: 4.85173e-08
ES;129SV_Jae_C57BL6J;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 6.553669999999999e-14	Pattern: motif3.motif Significance: 1.5697800000000002e-07
ES;v6.5;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 3.04543e-11	Pattern: motif5.motif Significance: 1.0048e-09
Mammary_GLND;A;GEO	Pattern: metacluster_1/pattern_14 Significance: 1.52199e-06	Pattern: motif21.motif Significance: 5.2615e-05
RTN;A;GEO	Pattern: metacluster_0/pattern_5 Significance: 1.5701e-08	Pattern: motif9.motif Significance: 5.17831e-08
ILC2+IL33+IL25;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 6.71608e-13	Pattern: motif8.motif Significance: 4.65533e-05
ILC1;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 1.4565e-14	Pattern: motif8.motif Significance: 0.0007248469999999999
ILC2;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 7.10642e-10	Pattern: motif10.motif Significance: 5.34183e-08
ILC3;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 2.02032e-12	Pattern: motif12.motif Significance: 2.0174900000000002e-10
ILC1_AbxGRMFree;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 4.7890900000000005e-17	Pattern: motif8.motif Significance: 0.000504231
ILC2_AbxGRMFree;A;GEO	Pattern: metacluster_1/pattern_4 Significance: 2.5315900000000003e-14	Pattern: motif12.motif Significance: 0.00627848
ILC3_AbxGRMFree;A;GEO	Pattern: metacluster_1/pattern_8 Significance: 5.2606999999999994e-09	Pattern: motif10.motif Significance: 3.8753500000000004e-08
T_LCMV;CD8+;D8;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 4.35682e-12	Pattern: motif9.motif Significance: 1.07108e-08
T_LCMV;CD8+;D33;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 6.78875e-10	Pattern: motif8.motif Significance: 3.9058800000000005e-06
T_LCMV;CD8+;D35;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 6.823699999999999e-13	Pattern: motif7.motif Significance: 1.25926e-08
TEff_SPLND;CD8+;A;GEO	Pattern: metacluster_1/pattern_4 Significance: 1.5315899999999998e-10	Pattern: motif8.motif Significance: 2.38931e-06
TExh_SPLND;CD8+;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 1.9218099999999998e-10	Pattern: motif9.motif Significance: 1.1483e-06
TSLEC_SPLND;CD8+A;GEO	Pattern: metacluster_1/pattern_4 Significance: 9.78461e-13	Pattern: motif6.motif Significance: 6.353380000000001e-06
naiveT;trnsgncTCR_SV40-I_CD8;A;GEO	Pattern: metacluster_0/pattern_5 Significance: 8.2015e-10	Pattern: motif12.motif Significance: 6.86173e-06
Teff;TCR_SV40-I_CD8+;D5;A;GEO	Pattern: metacluster_1/pattern_7 Significance: 1.98552e-06	Pattern: motif11.motif Significance: 0.0010993
Teff;TCR_SV40-I_CD8+;D7;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 1.78899e-09	Pattern: motif9.motif Significance: 1.9927700000000002e-06
cntrl_memT;TCR_SV40-I_CD8+;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 1.0614299999999999e-12	Pattern: motif12.motif Significance: 1.5502700000000002e-06
T_MLD;TCR_SV40-I_CD8+;D5;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 3.7540099999999997e-10	Pattern: motif10.motif Significance: 1.98676e-07
T_MLD;TCR_SV40-I_CD8+;D7;A;GEO	Pattern: metacluster_1/pattern_7 Significance: 8.577949999999999e-10	Pattern: motif9.motif Significance: 0.00251225
T_MLD;TCR_SV40-I_CD8+;D14;A;GEO	Pattern: metacluster_1/pattern_8 Significance: 2.8276399999999996e-09	Pattern: motif9.motif Significance: 4.87421e-09
T_MLD;TCR_SV40-I_CD8+;D21;A;GEO	Pattern: metacluster_1/pattern_8 Significance: 5.2845e-09	Pattern: motif9.motif Significance: 0.00741919
T_MLD;TCR_SV40-I_CD8+;D28;A;GEO	Pattern: metacluster_1/pattern_4 Significance: 1.36863e-11	Pattern: motif9.motif Significance: 6.185080000000001e-06
T_MLD;TCR_SV40-I_CD8+;D35;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 1.1387600000000001e-09	Pattern: motif8.motif Significance: 3.55617e-09
T_MLD;TCR_SV40-I_CD8+;D60;A;GEO	Pattern: metacluster_0/pattern_6 Significance: 2.4146e-12	Pattern: motif13.motif Significance: 0.00236729
memT_tmrD_lstr;TCR_SV40-I_CD8+;D7;A;GEO	Pattern: metacluster_1/pattern_4 Significance: 2.2185500000000003e-17	Pattern: motif8.motif Significance: 8.01859e-05
memT_tmrD_lstr;TCR_SV40-I_CD8+;D14;A;GEO	Pattern: metacluster_0/pattern_7 Significance: 6.03674e-14	Pattern: motif11.motif Significance: 7.21746e-05
memT_tmrD_lstr;TCR_SV40-I_CD8+;D35;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 4.75493e-13	Pattern: motif10.motif Significance: 1.70113e-10
memT_tmrD;TCR_SV40-I_CD8+;D7;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 5.495989999999999e-13	Pattern: motif8.motif Significance: 1.59867e-07
memT_tmrD;TCR_SV40-I_CD8+;D14;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 3.44104e-13	Pattern: motif8.motif Significance: 2.14298e-07
iNKT;A;GEO	Pattern: metacluster_1/pattern_4 Significance: 8.031999999999999e-11	Pattern: motif7.motif Significance: 3.77603e-07
aB;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 6.54329e-13	Pattern: motif7.motif Significance: 1.0742200000000002e-08
prePLSM_B;A;GEO	Pattern: metacluster_1/pattern_4 Significance: 1.3747e-15	Pattern: motif7.motif Significance: 7.72837e-10
B_SPLND;A;GEO	Pattern: metacluster_1/pattern_3 Significance: 1.6653600000000001e-15	Pattern: motif3.motif Significance: 1.06046e-11
preB_BMD;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 1.6029200000000001e-10	Pattern: motif10.motif Significance: 1.16145e-07
B;B220_CD43;A;GEO	Pattern: metacluster_1/pattern_7 Significance: 6.60392e-09	Pattern: motif9.motif Significance: 3.72226e-07
MCRPHG_BMD.UnStmltd;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 4.44135e-12	Pattern: motif6.motif Significance: 2.7250400000000004e-08
MCRPHG_BMD.LPD_Stmltd;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 1.15254e-13	Pattern: motif9.motif Significance: 9.61898e-07
Erythroid;Ter119+;A;GEO	Pattern: metacluster_0/pattern_3 Significance: 3.8497500000000006e-10	Pattern: motif5.motif Significance: 7.427399999999999e-09
AML;AE9a;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 5.78148e-13	Pattern: motif7.motif Significance: 2.5255199999999997e-07
DC_LPS;6h;A;GEO	Pattern: metacluster_1/pattern_9 Significance: 2.2111800000000002e-08	Pattern: motif14.motif Significance: 1.4430599999999999e-05
DC_pBMD;A;GEO	Pattern: metacluster_1/pattern_9 Significance: 9.617460000000002e-08	Pattern: motif11.motif Significance: 1.47894e-06
ROD_PHT_RCPTR;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 8.051719999999999e-10	Pattern: motif8.motif Significance: 0.00189734
ROD_PHT_RCPTR_RTN;A;GEO	Pattern: metacluster_0/pattern_5 Significance: 4.584020000000001e-13	Pattern: motif8.motif Significance: 0.000338007
GCN_PHT_RCPTR;A;GEO	Pattern: metacluster_1/pattern_3 Significance: 3.20496e-09	Pattern: motif6.motif Significance: 7.31426e-07
npES;3rd_Rhmbmr_delA;E8.5;A;GEO	Pattern: metacluster_0/pattern_6 Significance: 3.4765e-09	Pattern: motif5.motif Significance: 0.045478199999999996
wES;3rd_Rhmbmr;E8.5;A;GEO	Pattern: metacluster_0/pattern_9 Significance: 3.84294e-13	Pattern: motif9.motif Significance: 0.0161824
npES;3rd_Rhmbmr_delC;E8.5;A;GEO	Pattern: metacluster_0/pattern_6 Significance: 1.06204e-09	Pattern: motif6.motif Significance: 0.00345519
npES;5th_Rhmbmr_delC;E8.5;A;GEO	Pattern: metacluster_1/pattern_4 Significance: 6.782080000000001e-15	Pattern: motif5.motif Significance: 5.73442e-09
wES;5th_Rhmbmr;E8.5;A;GEO	Pattern: metacluster_0/pattern_11 Significance: 2.47834e-12	Pattern: motif4.motif Significance: 0.0087626
npES;5th_Rhmbmr_delA;E8.5;A;GEO	Pattern: metacluster_0/pattern_8 Significance: 1.55286e-10	Pattern: motif8.motif Significance: 0.014116899999999998
wES;posterior;1;E9.5;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 6.32325e-14	Pattern: motif11.motif Significance: 0.000147211
wES;posterior;2;E9.5;A;GEO	Pattern: metacluster_0/pattern_5 Significance: 1.4391099999999998e-09	Pattern: motif8.motif Significance: 0.000498706
wES;posterior;1;E8.5;A;GEO	Pattern: metacluster_0/pattern_5 Significance: 1.95741e-13	Pattern: motif5.motif Significance: 6.2658000000000004e-09
npES;posterior_delC;E8.5;A;GEO	Pattern: metacluster_0/pattern_10 Significance: 2.4202e-09	Pattern: motif3.motif Significance: 0.0110754
wES.CRNL_NRL_CRST;E10.5;A;GEO	Pattern: metacluster_0/pattern_4 Significance: 3.0181e-15	Pattern: motif6.motif Significance: 5.36178e-06
NPC;G4;A;GEO	Pattern: metacluster_1/pattern_9 Significance: 9.246749999999999e-14	Pattern: motif10.motif Significance: 0.0479327
NPC;Ch13;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 8.30798e-14	Pattern: motif8.motif Significance: 5.4982300000000005e-08
ePyramidal_NRN;A;GEO	Pattern: metacluster_1/pattern_11 Significance: 4.2296e-10	Pattern: motif18.motif Significance: 5.22843e-07
iPV_NRN;A;GEO	Pattern: metacluster_1/pattern_15 Significance: 2.15526e-12	Pattern: motif21.motif Significance: 0.029520299999999996
wES;GRM;E16.5;A;GEO	Pattern: metacluster_0/pattern_1 Significance: 2.67768e-12	Pattern: motif2.motif Significance: 5.857909999999999e-10
ThMS_MEC;Aire++;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 2.0007e-15	Pattern: motif4.motif Significance: 2.3666699999999998e-07
ES;ZhBTc4;untreated;A;GEO	Pattern: metacluster_1/pattern_7 Significance: 2.40387e-09	Pattern: motif8.motif Significance: 6.19316e-05
npES;ZHBTC4;doxyc;treat;A;GEO	Pattern: metacluster_0/pattern_9 Significance: 4.2863599999999995e-12	Pattern: motif11.motif Significance: 9.9735e-09
ES;JM8.N4;Asynch;A;GEO	Pattern: metacluster_0/pattern_3 Significance: 1.42061e-11	Pattern: motif2.motif Significance: 3.93049e-06
ES;JM8.N4;Mitosis;A;GEO	Pattern: metacluster_0/pattern_1 Significance: 2.41925e-14	Pattern: motif2.motif Significance: 8.329830000000001e-10
Mammary_BptfKO;A;GEO	Pattern: metacluster_0/pattern_12 Significance: 7.04493e-14	Pattern: motif14.motif Significance: 0.0127547
pMeg;A;En	Pattern: metacluster_1/pattern_11 Significance: 5.84747e-09	Pattern: motif9.motif Significance: 0.00257942
EPP;A;En	Pattern: metacluster_1/pattern_1 Significance: 5.72216e-10	Pattern: motif5.motif Significance: 1.44731e-08
MegEP;A;CL	Pattern: metacluster_1/pattern_4 Significance: 9.72169e-16	Pattern: motif9.motif Significance: 9.764330000000001e-08
pErythroblast;A;En	Pattern: metacluster_1/pattern_4 Significance: 8.355319999999999e-10	Pattern: motif5.motif Significance: 7.03338e-09
MegP;A;En	Pattern: metacluster_1/pattern_4 Significance: 1.41039e-14	Pattern: motif10.motif Significance: 6.9936e-06
pCMP;A;CL	Pattern: metacluster_1/pattern_6 Significance: 6.1502e-10	Pattern: motif8.motif Significance: 4.81582e-07
DC_LPS;4h;A;En	Pattern: metacluster_1/pattern_10 Significance: 6.2141e-09	Pattern: motif14.motif Significance: 0.000480038
pGMP;A;En	Pattern: metacluster_1/pattern_6 Significance: 2.57402e-10	Pattern: motif9.motif Significance: 2.32242e-08
DC;A;En	Pattern: metacluster_1/pattern_9 Significance: 1.26773e-09	Pattern: motif10.motif Significance: 5.854009999999999e-06
ES;ZhBTc4;1;D;GEO	Pattern: metacluster_1/pattern_5 Significance: 5.82334e-13	Pattern: motif5.motif Significance: 9.00766e-09
ES;ZhBTc4;2;D;GEO	Pattern: metacluster_1/pattern_3 Significance: 4.1296000000000007e-11	Pattern: motif11.motif Significance: 0.000642611
ES;D0;D;GEO	Pattern: metacluster_0/pattern_2 Significance: 1.96274e-13	Pattern: motif3.motif Significance: 1.41316e-07
NIH3T3_FBROBLST;D;GEO	Pattern: metacluster_1/pattern_4 Significance: 1.9406900000000002e-14	Pattern: motif9.motif Significance: 3.1472100000000003e-07
T_SPLND_blstCLTRD;CD4+;D;GEO	Pattern: metacluster_1/pattern_3 Significance: 1.2666800000000001e-15	Pattern: motif5.motif Significance: 2.23236e-05
naiveT_SPLND;CD4+;D;GEO	Pattern: metacluster_1/pattern_2 Significance: 6.15072e-15	Pattern: motif3.motif Significance: 2.7399e-09
apCD4Eff;D;GEO	Pattern: metacluster_1/pattern_5 Significance: 5.45173e-13	Pattern: motif7.motif Significance: 1.16284e-06
416B_MP;CD34+;D;GEO	Pattern: metacluster_1/pattern_9 Significance: 3.4232199999999996e-08	Pattern: motif11.motif Significance: 6.10204e-07
wES;WHL_BRN;E14.5;D;GEO	Pattern: metacluster_0/pattern_12 Significance: 2.07665e-12	Pattern: motif2.motif Significance: 0.017637
ES;129S1_SVImJ_CJ7;D;En	Pattern: metacluster_1/pattern_3 Significance: 2.08464e-11	Pattern: motif5.motif Significance: 5.80955e-06
ES;E14;D;En	Pattern: metacluster_1/pattern_2 Significance: 1.97438e-09	Pattern: motif6.motif Significance: 1.69434e-07
ES;C57BL_6J;R1;D;En	Pattern: metacluster_1/pattern_2 Significance: 5.45368e-10	Pattern: motif5.motif Significance: 8.95455e-08
NIH3T3_FBROBLST;D;En	Pattern: metacluster_1/pattern_10 Significance: 9.12789e-11	Pattern: motif12.motif Significance: 2.84358e-07
FBRBLST;8wks;D;En	Pattern: metacluster_1/pattern_8 Significance: 4.9058099999999996e-14	Pattern: motif3.motif Significance: 0.029898900000000003
3T3-L1;FBRBLST;D;En	Pattern: metacluster_1/pattern_4 Significance: 8.183540000000001e-15	Pattern: motif7.motif Significance: 2.30857e-08
KDNY;P0;D;En	Pattern: metacluster_1/pattern_14 Significance: 9.16577e-12	Pattern: motif13.motif Significance: 1.73104e-06
wES;LVR;E11.5;D.;En	Pattern: metacluster_1/pattern_2 Significance: 9.367780000000001e-15	Pattern: motif6.motif Significance: 3.66084e-07
LVR;P0;D;En	Pattern: metacluster_1/pattern_3 Significance: 1.5495e-10	Pattern: motif4.motif Significance: 1.43696e-07
LNG;8wks;D;En	Pattern: metacluster_0/pattern_14 Significance: 1.06166e-12	Pattern: motif19.motif Significance: 0.0149362
LNG;P0;D;En	Pattern: metacluster_1/pattern_10 Significance: 9.81318e-14	Pattern: motif13.motif Significance: 1.1450999999999998e-07
wES;LNG;E14.5;D;En	Pattern: metacluster_1/pattern_7 Significance: 1.5206899999999999e-15	Pattern: motif10.motif Significance: 6.58187e-08
Heart;8wks;D;En	Pattern: metacluster_0/pattern_6 Significance: 1.69956e-14	Pattern: motif5.motif Significance: 0.0232965
RTN;D1;D;En	Pattern: metacluster_0/pattern_7 Significance: 9.33596e-10	Pattern: motif2.motif Significance: 0.039274800000000006 / Pattern: motif15.motif Significance: 5.81161e-05
wES;RTN;E11.5;D;En	Pattern: metacluster_0/pattern_6 Significance: 9.9391e-13	Pattern: motif3.motif Significance: 0.0437264
abTreg;CD4+_CD25+;8wks;D;En	Pattern: metacluster_1/pattern_5 Significance: 4.691780000000001e-14	Pattern: motif8.motif Significance: 1.3978399999999998e-06
apTreg;8wk;D;En	Pattern: metacluster_1/pattern_9 Significance: 1.0671200000000001e-08	Pattern: motif9.motif Significance: 1.94959e-06
EP;c-kit+CD71+Ter119+;D;En	Pattern: metacluster_1/pattern_3 Significance: 5.70414e-10	Pattern: motif6.motif Significance: 3.12983e-06
416B_MP;CD34+;D;En	Pattern: metacluster_1/pattern_9 Significance: 2.86912e-08	Pattern: motif10.motif Significance: 4.00125e-06
wES;MSDRM;E11.5;D;En	Pattern: metacluster_0/pattern_13 Significance: 1.27965e-09	Pattern: motif9.motif Significance: 3.04568e-05
Muller;P12;D;En	Pattern: metacluster_1/pattern_15 Significance: 2.2379e-15	Pattern: motif16.motif Significance: 0.00567877
wES.Fr_BRN;E14.4;D;En	Pattern: metacluster_0/pattern_11 Significance: 3.88385e-08	Pattern: motif2.motif Significance: 0.02097
wES;Hnd_BRN;E11.5;D;En	Pattern: metacluster_0/pattern_6 Significance: 2.5095999999999997e-11	Pattern: motif12.motif Significance: 1.86484e-07
wES;Hnd_BRN;E14.5;D;En	Pattern: metacluster_0/pattern_9 Significance: 2.13663e-12	Pattern: motif16.motif Significance: 8.60234e-08
wES;Md_BRN;E14.4;D;En	Pattern: metacluster_0/pattern_15 Significance: 8.72919e-12	Pattern: motif6.motif Significance: 0.018975299999999997
wES;WHL_BRN;E14.5;D;En	Pattern: metacluster_1/pattern_13 Significance: 1.8957e-13	Pattern: motif2.motif Significance: 0.0315675
WHL_BRN;8wks;D;En	Pattern: metacluster_1/pattern_14 Significance: 4.78372e-17	Pattern: motif19.motif Significance: 1.3780100000000003e-06
wES;Telenchephalon;D;En	Pattern: metacluster_1/pattern_9 Significance: 4.53411e-15	Pattern: motif20.motif Significance: 4.02129e-07
wES;limb;E14.5;D;En	Pattern: metacluster_1/pattern_4 Significance: 1.32018e-11	Pattern: motif13.motif Significance: 6.841980000000001e-10
wES;limb;E11.5;D;En	Pattern: metacluster_0/pattern_10 Significance: 6.476939999999999e-13	Pattern: motif16.motif Significance: 2.31468e-06
wES;Fr_lmb;E11.5;D;En	Pattern: metacluster_1/pattern_5 Significance: 4.579220000000001e-13	Pattern: motif13.motif Significance: 8.90737e-06
wES;Hnd_lmb;E11.5;D;En	Pattern: metacluster_0/pattern_6 Significance: 6.70222e-16	Pattern: motif12.motif Significance: 1.55982e-05
wES;FaceP;E11.5;D;En	Pattern: metacluster_1/pattern_9 Significance: 1.6488e-13	Pattern: motif12.motif Significance: 0.0004954509999999999
LRG_INTSTN;8wks;D;En	Pattern: metacluster_1/pattern_7 Significance: 3.26724e-14	Pattern: motif9.motif Significance: 3.3803199999999997e-07
STMCH;P0;D;En	Pattern: metacluster_1/pattern_7 Significance: 2.16605e-12	Pattern: motif9.motif Significance: 9.89397e-08
Spleen;8wks;D;En	Pattern: metacluster_1/pattern_6 Significance: 2.92059e-10	Pattern: motif8.motif Significance: 3.4635e-07
3134_mammaryADNCRCNM;D;En	Pattern: metacluster_0/pattern_6 Significance: 1.3647300000000001e-13	Pattern: motif13.motif Significance: 0.00503681
416B;HMTP_SPNSN;CD34+;D;En	Pattern: metacluster_1/pattern_6 Significance: 3.18275e-14	Pattern: motif14.motif Significance: 6.667029999999999e-06
CH12.LX;D;En	Pattern: metacluster_1/pattern_7 Significance: 7.33663e-12	Pattern: motif9.motif Significance: 3.5800900000000005e-08
MEF.GATA-1-ER;D;En	Pattern: metacluster_1/pattern_3 Significance: 5.2677299999999996e-09	Pattern: motif8.motif Significance: 4.0646e-07
MEL;D;En	Pattern: metacluster_1/pattern_5 Significance: 2.2918900000000002e-12	Pattern: motif10.motif Significance: 1.7432599999999998e-06
MEL_Znc_di-cl;24h;D;En	Pattern: metacluster_1/pattern_10 Significance: 2.4166e-07	Pattern: motif8.motif Significance: 6.245969999999999e-07
NIH3T3;D;En	Pattern: metacluster_1/pattern_9 Significance: 4.59691e-09	Pattern: motif14.motif Significance: 0.0416095
MN1;D;En	Pattern: metacluster_1/pattern_3 Significance: 6.77347e-13	Pattern: motif14.motif Significance: 2.36296e-06
3T3-L1;D;En	Pattern: metacluster_1/pattern_6 Significance: 4.6463e-09	Pattern: motif12.motif Significance: 0.00567082

Unique Cell types only TF-MoDISco finds Nfyb: #39

Cell type	Modisco	Homer
wES;FaceP;E14.5;D;En	Pattern: metacluster_0/pattern_19 Significance: 1.02913e-11	Absent
wES;NRL_Tube;E11.5;D;En	Pattern: metacluster_1/pattern_8 Significance: 1.59226e-14	Absent
SKLTL_Muscle;8wks;D;En	Pattern: metacluster_1/pattern_7 Significance: 3.3549100000000003e-15	Absent
AML;D;En	Pattern: metacluster_1/pattern_12 Significance: 2.65131e-08	Absent
DC_LPS;2h;A;GEO	Pattern: metacluster_1/pattern_9 Significance: 4.50444e-13	Absent
MTR_NRN_MN1;methyl3;D;En	Pattern: metacluster_0/pattern_8 Significance: 4.98821e-12	Absent
ENDRM_ESD;A;GEO	Pattern: metacluster_1/pattern_8 Significance: 1.54246e-15	Absent
BL_CN_PHT_RCPTR;A;GEO	Pattern: metacluster_1/pattern_4 Significance: 3.7200900000000003e-10	Absent
CN_PHT_RCPTR;A;GEO	Pattern: metacluster_1/pattern_4 Significance: 6.64975e-10	Absent
wES;5th_Rhmbmr;E9.5;A;GEO	Pattern: metacluster_0/pattern_5 Significance: 6.19367e-13	Absent
npES;posterior_delA;E8.5;A;GEO	Pattern: metacluster_0/pattern_4 Significance: 1.2946100000000001e-08	Absent
SKN_EPTHL;A;GEO	Pattern: metacluster_0/pattern_15 Significance: 1.5034e-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: 1.25718e-09	Absent
MCRPHG;A;CL	Pattern: metacluster_1/pattern_9 Significance: 3.59726e-08	Absent
NPC;mE6;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 4.14342e-12	Absent
iVIP_NRN;A;GEO	Pattern: metacluster_1/pattern_14 Significance: 9.65872e-12	Absent
eCortical_NRN;A;GEO	Pattern: metacluster_1/pattern_11 Significance: 1.74896e-13	Absent
G_NRN_P;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 1.04902e-11	Absent
Corticotrope;A;GEO	Pattern: metacluster_0/pattern_4 Significance: 3.22413e-12	Absent
Melanotrope;A;GEO	Pattern: metacluster_0/pattern_12 Significance: 1.78277e-11	Absent
Heart;D;En	Pattern: metacluster_0/pattern_7 Significance: 1.57731e-10	Absent
npES;ZHBTC4;Brg1fl_fl;untreat;A;GEO	Pattern: metacluster_1/pattern_6 Significance: 7.118739999999999e-12	Absent
LVR;8wks;D;GEO	Pattern: metacluster_1/pattern_11 Significance: 1.75837e-09	Absent
LNG;8wks;D;GEO	Pattern: metacluster_0/pattern_11 Significance: 2.26695e-15	Absent
3134_mammaryADNCRCNM;D;GE	Pattern: metacluster_1/pattern_7 Significance: 6.0734800000000005e-12	Absent
WHL_BRN;8wks;D;GEO	Pattern: metacluster_1/pattern_13 Significance: 5.50488e-16	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: 4.89739e-15	Absent
Heart;P0;D;En	Pattern: metacluster_1/pattern_7 Significance: 1.94475e-14	Absent
Adipocyte_3T3-L1D;C57BL6;D8;D;En	Pattern: metacluster_1/pattern_5 Significance: 1.0138600000000001e-14	Absent
CRBL_GRNL_Precrsr;A;GEO	Pattern: metacluster_0/pattern_7 Significance: 1.9524599999999998e-15	Absent
Adipose;D;En	Pattern: metacluster_0/pattern_10 Significance: 9.20816e-14	Absent
CRBLM;D;En	Pattern: metacluster_1/pattern_5 Significance: 1.8605200000000002e-14	Absent
naiveT;CD8+;A;GEO	Pattern: metacluster_1/pattern_5 Significance: 7.89563e-09	Absent
Fr_BRN;P0;D;En	Pattern: metacluster_1/pattern_8 Significance: 2.3022799999999998e-12	Absent
Hnd_BRN;P0;D;En	Pattern: metacluster_1/pattern_8 Significance: 2.24144e-15	Absent
wES;Md_BRN;E11.5;D;En	Pattern: metacluster_0/pattern_10 Significance: 2.0228299999999997e-09	Absent
Md_BRN;D;En	Pattern: metacluster_1/pattern_8 Significance: 2.29996e-12	Absent

Unique Cell types only Homer finds Nfyb: #7

Cell type	Modisco	Homer
apThEff;CD4+;8wks;D;En.	Absent	Pattern: motif7.motif Significance: 2.0141999999999999e-07
A20;B-lymphoma;D;En	Absent	Pattern: motif14.motif Significance: 0.0043624
Treg;CD4+_CD25+;D;GEO	Absent	Pattern: motif9.motif Significance: 0.00444558
apTreg;D;GEO	Absent	Pattern: motif9.motif Significance: 4.92437e-08
immatureB_SPLND;CD43-_CD11b-;D;GEO	Absent	Pattern: motif7.motif Significance: 1.04471e-06
immatureB_SPLND;CD43-_CD11b-;D;En	Absent	Pattern: motif7.motif Significance: 8.673689999999999e-08
Tfh_mut;A;CL	Absent	Pattern: motif9.motif Significance: 2.1570300000000001e-10