In [1]:
# Parameters
data_name = "Nfia"
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 11:22:49,329 [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)
Nfia: Motif: M09383_2.00



Forward PWM

Reverse PWM

Shared Cell types both TF-MoDISco and Homer finds Nfia: #24

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

Pattern: metacluster_1/pattern_3

Significance: 1.01839e-05

Pattern: motif3.motif

Significance: 0.00451742

wES;FaceP;E14.5;D;En

Pattern: metacluster_0/pattern_6

Significance: 2.0543400000000002e-06

Pattern: motif2.motif

Significance: 0.000522906

LRG_INTSTN;8wks;D;En

Pattern: metacluster_1/pattern_5

Significance: 7.649890000000001e-07

Pattern: motif13.motif

Significance: 0.00039896699999999996

3134_mammaryADNCRCNM;D;En

Pattern: metacluster_0/pattern_3

Significance: 0.000377669

Pattern: motif16.motif

Significance: 0.028016900000000004

NIH3T3;D;En

Pattern: metacluster_1/pattern_3

Significance: 2.07129e-05

Pattern: motif4.motif

Significance: 0.00189726

MTR_NRN_MN1;methyl3;D;En

Pattern: metacluster_0/pattern_4

Significance: 0.00011392700000000001

Pattern: motif4.motif

Significance: 0.00164491

MN1;D;En

Pattern: metacluster_1/pattern_4

Significance: 3.4993699999999995e-06

Pattern: motif2.motif

Significance: 0.000206598

3T3-L1;D;En

Pattern: metacluster_1/pattern_3

Significance: 1.36672e-05

Pattern: motif10.motif

Significance: 0.054350300000000004

NPC;F129;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.00232045

Pattern: motif13.motif

Significance: 0.00119801

NPC;Ch13;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.000387472

Pattern: motif7.motif

Significance: 0.010232

LNG;8wks;D;GEO

Pattern: metacluster_0/pattern_4

Significance: 0.00293465

Pattern: motif14.motif

Significance: 0.00380055

3134_mammaryADNCRCNM;D;GE

Pattern: metacluster_1/pattern_4

Significance: 0.00205004

Pattern: motif17.motif

Significance: 0.00465608

wES;WHL_BRN;E14.5;D;GEO

Pattern: metacluster_0/pattern_1

Significance: 0.000413781

Pattern: motif16.motif

Significance: 0.0145959

NIH3T3_FBROBLST;D;En

Pattern: metacluster_1/pattern_4

Significance: 2.5278800000000003e-05

Pattern: motif5.motif

Significance: 0.013168700000000002

LNG;P0;D;En

Pattern: metacluster_1/pattern_3

Significance: 1.3984400000000001e-05

Pattern: motif12.motif

Significance: 0.00665608

wES;LNG;E14.5;D;En

Pattern: metacluster_1/pattern_3

Significance: 2.3276699999999998e-06

Pattern: motif7.motif

Significance: 0.000590836

Adipocyte_3T3-L1D;C57BL6;D8;D;En

Pattern: metacluster_1/pattern_3

Significance: 8.272e-05

Pattern: motif6.motif

Significance: 0.0107559

Adipose;D;En

Pattern: metacluster_0/pattern_2

Significance: 0.00041045599999999996

Pattern: motif11.motif

Significance: 0.000175044

wES.Fr_BRN;E14.4;D;En

Pattern: metacluster_0/pattern_10

Significance: 1.77788e-05

Pattern: motif3.motif

Significance: 0.000259657

wES;Hnd_BRN;E14.5;D;En

Pattern: metacluster_0/pattern_1

Significance: 0.00264311

Pattern: motif4.motif

Significance: 0.00045361699999999996

wES;Md_BRN;E14.4;D;En

Pattern: metacluster_0/pattern_5

Significance: 1.12897e-05

Pattern: motif21.motif

Significance: 0.00613712

Md_BRN;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.0134828

Pattern: motif6.motif

Significance: 0.00948721

wES;WHL_BRN;E14.5;D;En

Pattern: metacluster_1/pattern_4

Significance: 0.00454501

Pattern: motif9.motif

Significance: 0.00261621

WHL_BRN;8wks;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.00468583

Pattern: motif9.motif

Significance: 0.00355074

Unique Cell types only TF-MoDISco finds Nfia: #152

Cell typeModiscoHomer
MPP;A;CL

Pattern: metacluster_1/pattern_18

Significance: 2.4445e-05

Absent
naiveCD8;A;CL

Pattern: metacluster_0/pattern_16

Significance: 7.113720000000001e-05

Absent
memT;CD4+;A;CL

Pattern: metacluster_1/pattern_21

Significance: 0.00043469900000000003

Absent
Th17;CD4+;A;CL

Pattern: metacluster_1/pattern_16

Significance: 1.48536e-05

Absent
NK_SPLND;A;CL

Pattern: metacluster_0/pattern_19

Significance: 8.215459999999999e-05

Absent
proB;A;CL

Pattern: metacluster_1/pattern_17

Significance: 7.81543e-06

Absent
preB;A;CL

Pattern: metacluster_1/pattern_22

Significance: 0.00011711299999999999

Absent
immatureB;A;CL

Pattern: metacluster_1/pattern_18

Significance: 0.000580067

Absent
matureB;A;CL

Pattern: metacluster_0/pattern_22

Significance: 0.00335649

Absent
plasmaB;A;CL

Pattern: metacluster_1/pattern_18

Significance: 8.09663e-05

Absent
aB_LPS+IL21;A;CL

Pattern: metacluster_1/pattern_17

Significance: 0.000588665

Absent
aB_LSP+a_d_dextran;A;CL

Pattern: metacluster_0/pattern_26

Significance: 0.00297594

Absent
Mast;A;CL

Pattern: metacluster_0/pattern_18

Significance: 6.8706e-05

Absent
BSPHL;A;CL

Pattern: metacluster_1/pattern_22

Significance: 3.4928300000000002e-06

Absent
NTRPHL;A;CL

Pattern: metacluster_1/pattern_20

Significance: 1.08845e-05

Absent
Tfh_LCMV;A;CL

Pattern: metacluster_1/pattern_21

Significance: 0.000606338

Absent
Tfh;A;CL

Pattern: metacluster_1/pattern_19

Significance: 0.00553457

Absent
aNonTfh_mut;A;CL

Pattern: metacluster_1/pattern_17

Significance: 7.79931e-05

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

Pattern: metacluster_1/pattern_24

Significance: 0.00132196

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

Pattern: metacluster_1/pattern_21

Significance: 0.000250754

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

Pattern: metacluster_1/pattern_18

Significance: 0.000319105

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

Pattern: metacluster_1/pattern_20

Significance: 0.000142302

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

Pattern: metacluster_1/pattern_19

Significance: 0.000136026

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

Pattern: metacluster_1/pattern_17

Significance: 1.05522e-05

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

Pattern: metacluster_1/pattern_14

Significance: 1.4111700000000002e-06

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

Pattern: metacluster_1/pattern_19

Significance: 2.10013e-06

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

Pattern: metacluster_1/pattern_20

Significance: 9.25559e-05

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

Pattern: metacluster_1/pattern_24

Significance: 0.000119301

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

Pattern: metacluster_1/pattern_17

Significance: 0.000147737

Absent
DC_BMD;A;CL

Pattern: metacluster_1/pattern_18

Significance: 0.00037911199999999997

Absent
MCRPHG;A;CL

Pattern: metacluster_1/pattern_19

Significance: 1.14931e-05

Absent
Erythroblast;A;CL

Pattern: metacluster_1/pattern_18

Significance: 5.2852799999999996e-05

Absent
DP;A;CL

Pattern: metacluster_1/pattern_21

Significance: 7.50111e-05

Absent
DP3a;A;CL

Pattern: metacluster_1/pattern_17

Significance: 7.981289999999999e-06

Absent
DP3b;A;CL

Pattern: metacluster_1/pattern_15

Significance: 3.02846e-06

Absent
ISP;A;CL

Pattern: metacluster_1/pattern_18

Significance: 8.127899999999999e-05

Absent
ES;MEF;A;CL

Pattern: metacluster_1/pattern_8

Significance: 2.1314e-05

Absent
SML_INTSTN;A;CL

Pattern: metacluster_0/pattern_12

Significance: 3.3559099999999995e-05

Absent
LRG_INTSTN;A;CL

Pattern: metacluster_0/pattern_14

Significance: 7.009069999999999e-06

Absent
LNG;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.00325664

Absent
Muscle;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.00441931

Absent
Heart;D;En

Pattern: metacluster_0/pattern_1

Significance: 0.00434873

Absent
Mammary;A;CL

Pattern: metacluster_0/pattern_5

Significance: 0.000419669

Absent
Adrenal;A;CL

Pattern: metacluster_1/pattern_7

Significance: 7.42919e-06

Absent
SPNL_CHRD;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.0009396680000000001

Absent
STMCH;A;CL

Pattern: metacluster_1/pattern_12

Significance: 4.9612200000000006e-05

/

Pattern: metacluster_1/pattern_16

Significance: 0.0548462

Absent
NRV;Eye-OPTC;A;CL

Pattern: metacluster_0/pattern_8

Significance: 0.000547785

Absent
BRN;OLFTRY_BLB;A;CL

Pattern: metacluster_0/pattern_10

Significance: 1.55216e-05

Absent
BRN;FRNTL_CRTX;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.00179029

Absent
BRN;PTMN;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.000431762

Absent
BRN;MDL_OBLNGT;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.00123378

Absent
BRN;SNSR_MTR_CRTX;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.00621443

Absent
BRN;CRBLM;A;CL

Pattern: metacluster_0/pattern_5

Significance: 0.00537452

Absent
restingB;A;CL

Pattern: metacluster_1/pattern_17

Significance: 0.00022191799999999999

Absent
aB;CD180;A;CL

Pattern: metacluster_1/pattern_19

Significance: 1.06506e-05

Absent
LNG_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_13

Significance: 2.05215e-06

Absent
SHRT_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_17

Significance: 5.8959199999999994e-06

Absent
gamma_delta_TCR;A;CL

Pattern: metacluster_1/pattern_20

Significance: 0.000172904

Absent
gamma_delta_TCR_MCR;A;CL

Pattern: metacluster_1/pattern_20

Significance: 0.000222263

Absent
NK;IL2+IL12+;A;CL

Pattern: metacluster_1/pattern_17

Significance: 0.000123776

Absent
ILC2precrsr;A;CL

Pattern: metacluster_1/pattern_17

Significance: 0.000128272

Absent
NCR+ILC3;A;CL

Pattern: metacluster_1/pattern_19

Significance: 7.63627e-05

Absent
ILC2_Nippo;A;CL

Pattern: metacluster_1/pattern_19

Significance: 1.06303e-05

Absent
ILC1;A;CL

Pattern: metacluster_1/pattern_16

Significance: 0.000970446

Absent
NCR+ILC3+IL23;A;CL

Pattern: metacluster_1/pattern_20

Significance: 0.00163277

Absent
ILC2;A;CL

Pattern: metacluster_1/pattern_16

Significance: 0.000433964

Absent
CLP;A;CL

Pattern: metacluster_1/pattern_17

Significance: 0.000131292

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

Pattern: metacluster_1/pattern_15

Significance: 0.013064700000000002

Absent
Mammary_GLND;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.00448549

Absent
CRBL_GRNL_Precrsr;A;GEO

Pattern: metacluster_0/pattern_3

Significance: 0.000615881

Absent
ILC2+IL33+IL25;A;GEO

Pattern: metacluster_1/pattern_19

Significance: 6.93937e-05

Absent
ILC1;A;GEO

Pattern: metacluster_1/pattern_17

Significance: 0.0006627919999999999

Absent
ILC2;A;GEO

Pattern: metacluster_1/pattern_19

Significance: 0.00018893599999999998

Absent
ILC3;A;GEO

Pattern: metacluster_1/pattern_15

Significance: 9.32035e-05

Absent
ILC1_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_18

Significance: 0.0068467

Absent
ILC2_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_19

Significance: 0.000210725

Absent
ILC3_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_17

Significance: 1.50641e-06

Absent
naiveT;CD8+;A;GEO

Pattern: metacluster_1/pattern_24

Significance: 0.000174153

Absent
T_LCMV;CD8+;D35;A;GEO

Pattern: metacluster_1/pattern_18

Significance: 0.00181411

Absent
TExh_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_18

Significance: 0.00151399

Absent
cntrl_memT;TCR_SV40-I_CD8+;A;GEO

Pattern: metacluster_1/pattern_20

Significance: 0.00016137

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

Pattern: metacluster_1/pattern_21

Significance: 0.000331425

Absent
preB_BMD;A;GEO

Pattern: metacluster_1/pattern_20

Significance: 0.00036589

Absent
B;B220_CD43;A;GEO

Pattern: metacluster_1/pattern_26

Significance: 2.54661e-05

Absent
Erythroid;Ter119+;A;GEO

Pattern: metacluster_0/pattern_14

Significance: 0.00021827900000000002

Absent
AML;AE9a;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 2.49693e-07

Absent
DC_LPS;6h;A;GEO

Pattern: metacluster_1/pattern_23

Significance: 7.3554e-06

Absent
SKN_EPTHL;A;GEO

Pattern: metacluster_0/pattern_2

Significance: 0.000344725

Absent
BCK_SKN;A;GEO

Pattern: metacluster_0/pattern_2

Significance: 0.0208652

Absent
NPC;G4;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.000184358

Absent
NPC;mE6;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.0008066610000000001

Absent
ePyramidal_NRN;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.049098199999999995

Absent
iPV_NRN;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.000135834

Absent
iVIP_NRN;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.00227214

Absent
eCortical_NRN;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.0187267

Absent
G_NRN_P;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.0009132

Absent
ThMS_MEC;Aire++;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.000197994

Absent
Corticotrope;A;GEO

Pattern: metacluster_0/pattern_10

Significance: 0.000311335

Absent
Melanotrope;A;GEO

Pattern: metacluster_0/pattern_4

Significance: 0.00039186300000000005

Absent
Mammary_BptfKO;A;GEO

Pattern: metacluster_0/pattern_2

Significance: 0.00165317

Absent
EPP;A;En

Pattern: metacluster_1/pattern_18

Significance: 1.8493e-05

Absent
MegEP;A;CL

Pattern: metacluster_1/pattern_9

Significance: 5.703819999999999e-06

Absent
pErythroblast;A;En

Pattern: metacluster_1/pattern_14

Significance: 0.00012262700000000002

Absent
MegP;A;En

Pattern: metacluster_1/pattern_17

Significance: 2.02701e-05

Absent
pCMP;A;CL

Pattern: metacluster_1/pattern_15

Significance: 6.511669999999999e-07

Absent
DC_LPS;4h;A;En

Pattern: metacluster_1/pattern_18

Significance: 4.38386e-07

Absent
DC;A;En

Pattern: metacluster_1/pattern_17

Significance: 1.49899e-05

Absent
ES;ZhBTc4;1;D;GEO

Pattern: metacluster_1/pattern_21

Significance: 0.00054262

Absent
NIH3T3_FBROBLST;D;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.000268785

Absent
LVR;8wks;D;GEO

Pattern: metacluster_1/pattern_9

Significance: 1.2926700000000001e-05

Absent
T_SPLND_blstCLTRD;CD4+;D;GEO

Pattern: metacluster_1/pattern_16

Significance: 6.54815e-05

Absent
naiveT_SPLND;CD4+;D;GEO

Pattern: metacluster_1/pattern_16

Significance: 4.44051e-07

Absent
apCD4Eff;D;GEO

Pattern: metacluster_1/pattern_20

Significance: 1.39499e-06

Absent
416B_MP;CD34+;D;GEO

Pattern: metacluster_1/pattern_7

Significance: 5.6087900000000006e-06

Absent
WHL_BRN;8wks;D;GEO

Pattern: metacluster_1/pattern_7

Significance: 2.7781700000000002e-05

Absent
ES;129S1_SVImJ_CJ7;D;En

Pattern: metacluster_1/pattern_23

Significance: 0.00261406

Absent
ES;C57BL_6J;R1;D;En

Pattern: metacluster_1/pattern_28

Significance: 0.000114801

Absent
FBRBLST;8wks;D;En

Pattern: metacluster_1/pattern_6

Significance: 0.000274843

Absent
3T3-L1;FBRBLST;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.00019905200000000002

Absent
KDNY;P0;D;En

Pattern: metacluster_1/pattern_4

Significance: 0.000278009

Absent
KDNY;8wks;D;En

Pattern: metacluster_1/pattern_4

Significance: 0.00016123100000000002

Absent
LVR;8wks;D;En

Pattern: metacluster_0/pattern_4

Significance: 0.0007756560000000001

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

Pattern: metacluster_1/pattern_21

Significance: 1.4283600000000001e-06

Absent
LVR;P0;D;En

Pattern: metacluster_1/pattern_13

Significance: 2.4944499999999998e-05

Absent
LNG;8wks;D;En

Pattern: metacluster_0/pattern_4

Significance: 0.00018680900000000002

Absent
Heart;8wks;D;En

Pattern: metacluster_0/pattern_3

Significance: 0.00819172

Absent
Heart;P0;D;En

Pattern: metacluster_1/pattern_4

Significance: 4.1290199999999995e-06

Absent
RTN;D1;D;En

Pattern: metacluster_0/pattern_12

Significance: 7.44003e-06

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

Pattern: metacluster_0/pattern_26

Significance: 0.0016202999999999999

Absent
CRBLM;D;En

Pattern: metacluster_1/pattern_2

Significance: 9.57506e-05

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

Pattern: metacluster_1/pattern_17

Significance: 3.92352e-05

Absent
416B_MP;CD34+;D;En

Pattern: metacluster_1/pattern_6

Significance: 1.10509e-05

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

Pattern: metacluster_0/pattern_18

Significance: 0.000483344

Absent
Muller;P12;D;En

Pattern: metacluster_1/pattern_6

Significance: 6.0600099999999994e-06

Absent
Fr_BRN;P0;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.00391769

Absent
Hnd_BRN;P0;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.00431075

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

Pattern: metacluster_0/pattern_21

Significance: 0.00210489

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

Pattern: metacluster_0/pattern_20

Significance: 0.00193959

Absent
wES;Telenchephalon;D;En

Pattern: metacluster_1/pattern_4

Significance: 0.00211882

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

Pattern: metacluster_0/pattern_21

Significance: 0.000496328

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

Pattern: metacluster_1/pattern_19

Significance: 6.38562e-06

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

Pattern: metacluster_0/pattern_27

Significance: 0.00213762

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

Pattern: metacluster_1/pattern_17

Significance: 1.93498e-05

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

Pattern: metacluster_1/pattern_15

Significance: 0.000302483

Absent
STMCH;P0;D;En

Pattern: metacluster_1/pattern_6

Significance: 6.33736e-06

Absent
SKLTL_Muscle;8wks;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.00522211

Absent
Spleen;8wks;D;En

Pattern: metacluster_1/pattern_19

Significance: 9.42305e-06

Absent
416B;HMTP_SPNSN;CD34+;D;En

Pattern: metacluster_1/pattern_5

Significance: 1.94422e-06

Absent
AML;D;En

Pattern: metacluster_1/pattern_22

Significance: 1.41205e-05

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

Pattern: metacluster_1/pattern_7

Significance: 9.52449e-06

Absent
MEL;D;En

Pattern: metacluster_1/pattern_8

Significance: 1.91051e-05

Absent
MEL_Znc_di-cl;24h;D;En

Pattern: metacluster_1/pattern_3

Significance: 9.086449999999999e-08

Absent
No Cell types only Homer finds Nfia