In [1]:
# Parameters
data_name = "Nfib"
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 11:22:52,021 [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)
Nfib: Motif: M09381_2.00



Forward PWM

Reverse PWM

Shared Cell types both TF-MoDISco and Homer finds Nfib: #6

Cell typeModiscoHomer
SKLTL_Muscle;8wks;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.000117614

Pattern: motif3.motif

Significance: 0.045946100000000004

LVR;8wks;D;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.000940753

Pattern: motif9.motif

Significance: 0.025825400000000002

CRBLM;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.00156285

Pattern: motif3.motif

Significance: 0.015109799999999998

G_NRN_P;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 2.18037e-06

Pattern: motif2.motif

Significance: 0.00192108

WHL_BRN;8wks;D;GEO

Pattern: metacluster_1/pattern_6

Significance: 8.7031e-05

/

Pattern: metacluster_1/pattern_7

Significance: 1.1052e-05

Pattern: motif6.motif

Significance: 0.00817063

Muscle;A;CL

Pattern: metacluster_1/pattern_4

Significance: 1.23594e-05

Pattern: motif18.motif

Significance: 0.019500999999999998

Unique Cell types only TF-MoDISco finds Nfib: #167

Cell typeModiscoHomer
MPP;A;CL

Pattern: metacluster_1/pattern_18

Significance: 0.00012371799999999998

Absent
naiveCD8;A;CL

Pattern: metacluster_0/pattern_16

Significance: 3.6431999999999997e-07

Absent
memT;CD4+;A;CL

Pattern: metacluster_1/pattern_21

Significance: 0.00043469900000000003

Absent
Th17;CD4+;A;CL

Pattern: metacluster_1/pattern_16

Significance: 1.65978e-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: 0.0025896

Absent
preB;A;CL

Pattern: metacluster_1/pattern_22

Significance: 0.0522317

Absent
immatureB;A;CL

Pattern: metacluster_1/pattern_18

Significance: 0.00136018

Absent
matureB;A;CL

Pattern: metacluster_0/pattern_22

Significance: 0.00072447

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
Tfh_LCMV;A;CL

Pattern: metacluster_1/pattern_21

Significance: 0.000166617

Absent
Tfh;A;CL

Pattern: metacluster_1/pattern_19

Significance: 0.021386900000000004

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: 0.00770569

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

Pattern: metacluster_1/pattern_21

Significance: 0.00605874

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

Pattern: metacluster_1/pattern_18

Significance: 1.0813499999999999e-05

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

Pattern: metacluster_1/pattern_20

Significance: 7.308e-05

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

Pattern: metacluster_1/pattern_19

Significance: 0.000102964

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

Pattern: metacluster_1/pattern_17

Significance: 1.6690400000000003e-06

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

Pattern: metacluster_1/pattern_14

Significance: 0.00016515

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

Pattern: metacluster_1/pattern_19

Significance: 0.00567937

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

Pattern: metacluster_1/pattern_20

Significance: 0.0016856999999999998

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: 6.30629e-05

Absent
DC_BMD;A;CL

Pattern: metacluster_1/pattern_18

Significance: 0.00481469

Absent
Erythroblast;A;CL

Pattern: metacluster_1/pattern_18

Significance: 0.00115195

Absent
DP;A;CL

Pattern: metacluster_1/pattern_21

Significance: 4.43102e-05

Absent
DP3a;A;CL

Pattern: metacluster_1/pattern_17

Significance: 0.0211114

Absent
DP3b;A;CL

Pattern: metacluster_1/pattern_15

Significance: 3.02846e-06

Absent
ISP;A;CL

Pattern: metacluster_1/pattern_18

Significance: 0.00583046

Absent
ES;MEF;A;CL

Pattern: metacluster_1/pattern_8

Significance: 8.447710000000001e-06

Absent
SML_INTSTN;A;CL

Pattern: metacluster_0/pattern_12

Significance: 1.2693600000000001e-08

Absent
LRG_INTSTN;A;CL

Pattern: metacluster_0/pattern_14

Significance: 1.1624399999999999e-08

Absent
LNG;A;CL

Pattern: metacluster_1/pattern_6

Significance: 2.02198e-09

Absent
Heart;D;En

Pattern: metacluster_0/pattern_1

Significance: 4.16672e-05

Absent
Mammary;A;CL

Pattern: metacluster_0/pattern_5

Significance: 1.11484e-05

Absent
Adrenal;A;CL

Pattern: metacluster_1/pattern_7

Significance: 5.18121e-05

Absent
SPNL_CHRD;A;CL

Pattern: metacluster_1/pattern_10

Significance: 5.00941e-07

Absent
STMCH;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.0104962

Absent
NRV;Eye-OPTC;A;CL

Pattern: metacluster_0/pattern_8

Significance: 2.53003e-06

Absent
BRN;OLFTRY_BLB;A;CL

Pattern: metacluster_0/pattern_10

Significance: 1.76608e-07

Absent
BRN;FRNTL_CRTX;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.00142611

Absent
BRN;PTMN;A;CL

Pattern: metacluster_1/pattern_10

Significance: 2.43409e-07

Absent
BRN;MDL_OBLNGT;A;CL

Pattern: metacluster_1/pattern_6

Significance: 5.3794199999999996e-08

Absent
BRN;SNSR_MTR_CRTX;A;CL

Pattern: metacluster_1/pattern_9

Significance: 5.29643e-08

Absent
BRN;CRBLM;A;CL

Pattern: metacluster_0/pattern_5

Significance: 0.000150873

Absent
restingB;A;CL

Pattern: metacluster_1/pattern_17

Significance: 0.00010180299999999999

Absent
aB;CD180;A;CL

Pattern: metacluster_1/pattern_19

Significance: 0.00207327

Absent
LNG_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_13

Significance: 1.25655e-06

Absent
SHRT_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_17

Significance: 1.94056e-05

Absent
gamma_delta_TCR;A;CL

Pattern: metacluster_1/pattern_20

Significance: 0.000140414

Absent
gamma_delta_TCR_MCR;A;CL

Pattern: metacluster_1/pattern_20

Significance: 0.00143222

Absent
NK;IL2+IL12+;A;CL

Pattern: metacluster_1/pattern_17

Significance: 0.010373100000000001

Absent
ILC2precrsr;A;CL

Pattern: metacluster_1/pattern_17

Significance: 0.000128272

Absent
NCR+ILC3;A;CL

Pattern: metacluster_1/pattern_19

Significance: 0.000430977

Absent
ILC2_Nippo;A;CL

Pattern: metacluster_1/pattern_19

Significance: 2.90157e-05

Absent
ILC1;A;CL

Pattern: metacluster_1/pattern_16

Significance: 0.00181654

Absent
NCR+ILC3+IL23;A;CL

Pattern: metacluster_1/pattern_20

Significance: 0.00163277

Absent
ILC2;A;CL

Pattern: metacluster_1/pattern_16

Significance: 0.00185726

Absent
CLP;A;CL

Pattern: metacluster_1/pattern_17

Significance: 0.000458206

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

Pattern: metacluster_1/pattern_15

Significance: 0.00184782

Absent
Mammary_GLND;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 1.5458499999999998e-05

Absent
CRBL_GRNL_Precrsr;A;GEO

Pattern: metacluster_0/pattern_3

Significance: 3.00201e-05

Absent
ILC2+IL33+IL25;A;GEO

Pattern: metacluster_1/pattern_19

Significance: 1.31119e-09

Absent
ILC1;A;GEO

Pattern: metacluster_1/pattern_17

Significance: 0.0006627919999999999

Absent
ILC2;A;GEO

Pattern: metacluster_1/pattern_19

Significance: 0.000529442

Absent
ILC3;A;GEO

Pattern: metacluster_1/pattern_15

Significance: 0.000161761

Absent
ILC1_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_18

Significance: 0.00343413

Absent
ILC2_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_19

Significance: 0.00823234

Absent
ILC3_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_17

Significance: 2.8139699999999998e-05

Absent
naiveT;CD8+;A;GEO

Pattern: metacluster_1/pattern_24

Significance: 0.000615717

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: 0.00431033

Absent
cntrl_memT;TCR_SV40-I_CD8+;A;GEO

Pattern: metacluster_1/pattern_20

Significance: 0.00175031

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

Pattern: metacluster_1/pattern_21

Significance: 3.63963e-05

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: 0.000298652

Absent
Erythroid;Ter119+;A;GEO

Pattern: metacluster_0/pattern_14

Significance: 0.014515799999999999

Absent
AML;AE9a;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.00737512

Absent
DC_LPS;6h;A;GEO

Pattern: metacluster_1/pattern_23

Significance: 0.0104969

Absent
SKN_EPTHL;A;GEO

Pattern: metacluster_0/pattern_2

Significance: 2.64407e-06

Absent
BCK_SKN;A;GEO

Pattern: metacluster_0/pattern_2

Significance: 0.00678513

Absent
NPC;F129;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.00232045

Absent
NPC;G4;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 5.54994e-06

Absent
NPC;Ch13;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 5.822229999999999e-05

Absent
NPC;mE6;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.000106104

Absent
ePyramidal_NRN;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.000247587

Absent
iPV_NRN;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 8.773810000000001e-06

Absent
iVIP_NRN;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 2.1018400000000002e-05

Absent
eCortical_NRN;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.00158652

Absent
ThMS_MEC;Aire++;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 1.9749e-06

Absent
Corticotrope;A;GEO

Pattern: metacluster_0/pattern_10

Significance: 3.1748800000000003e-05

Absent
Melanotrope;A;GEO

Pattern: metacluster_0/pattern_4

Significance: 4.48753e-07

Absent
Mammary_BptfKO;A;GEO

Pattern: metacluster_0/pattern_2

Significance: 4.87701e-06

Absent
EPP;A;En

Pattern: metacluster_1/pattern_18

Significance: 2.5034400000000002e-05

Absent
MegEP;A;CL

Pattern: metacluster_1/pattern_9

Significance: 6.850440000000001e-07

Absent
pErythroblast;A;En

Pattern: metacluster_1/pattern_14

Significance: 0.05680319999999999

Absent
MegP;A;En

Pattern: metacluster_1/pattern_17

Significance: 1.18399e-07

Absent
pCMP;A;CL

Pattern: metacluster_1/pattern_15

Significance: 0.00149908

Absent
DC_LPS;4h;A;En

Pattern: metacluster_1/pattern_18

Significance: 0.019187799999999998

Absent
DC;A;En

Pattern: metacluster_1/pattern_17

Significance: 1.41292e-05

Absent
ES;ZhBTc4;1;D;GEO

Pattern: metacluster_1/pattern_21

Significance: 0.0175673

Absent
NIH3T3_FBROBLST;D;GEO

Pattern: metacluster_1/pattern_3

Significance: 6.350409999999999e-06

Absent
LNG;8wks;D;GEO

Pattern: metacluster_0/pattern_4

Significance: 4.07187e-07

Absent
3134_mammaryADNCRCNM;D;GE

Pattern: metacluster_1/pattern_4

Significance: 9.395359999999999e-07

Absent
T_SPLND_blstCLTRD;CD4+;D;GEO

Pattern: metacluster_1/pattern_16

Significance: 0.00030868299999999997

Absent
naiveT_SPLND;CD4+;D;GEO

Pattern: metacluster_1/pattern_16

Significance: 6.21962e-05

Absent
apCD4Eff;D;GEO

Pattern: metacluster_1/pattern_20

Significance: 5.3986099999999995e-05

Absent
416B_MP;CD34+;D;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.0140326

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

Pattern: metacluster_0/pattern_1

Significance: 0.00198568

Absent
ES;129S1_SVImJ_CJ7;D;En

Pattern: metacluster_1/pattern_23

Significance: 0.0102602

Absent
ES;C57BL_6J;R1;D;En

Pattern: metacluster_1/pattern_28

Significance: 0.00027058

Absent
NIH3T3_FBROBLST;D;En

Pattern: metacluster_1/pattern_4

Significance: 0.00164895

/

Pattern: metacluster_1/pattern_5

Significance: 0.01378

Absent
FBRBLST;8wks;D;En

Pattern: metacluster_1/pattern_6

Significance: 1.77193e-06

Absent
3T3-L1;FBRBLST;D;En

Pattern: metacluster_1/pattern_5

Significance: 8.82648e-05

Absent
KDNY;P0;D;En

Pattern: metacluster_1/pattern_4

Significance: 0.000553866

Absent
KDNY;8wks;D;En

Pattern: metacluster_1/pattern_4

Significance: 6.752569999999999e-06

Absent
LVR;8wks;D;En

Pattern: metacluster_0/pattern_4

Significance: 1.24326e-05

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

Pattern: metacluster_1/pattern_21

Significance: 0.0159486

Absent
LVR;P0;D;En

Pattern: metacluster_1/pattern_13

Significance: 0.000311189

Absent
LNG;8wks;D;En

Pattern: metacluster_0/pattern_4

Significance: 8.363450000000001e-05

Absent
LNG;P0;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.000104919

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

Pattern: metacluster_1/pattern_3

Significance: 3.26781e-07

Absent
Heart;8wks;D;En

Pattern: metacluster_0/pattern_3

Significance: 5.36799e-05

Absent
Heart;P0;D;En

Pattern: metacluster_1/pattern_4

Significance: 0.00153709

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

Pattern: metacluster_1/pattern_3

Significance: 0.00121657

/

Pattern: metacluster_1/pattern_8

Significance: 0.038655

Absent
Adipose;D;En

Pattern: metacluster_0/pattern_2

Significance: 0.000241224

Absent
RTN;D1;D;En

Pattern: metacluster_0/pattern_12

Significance: 0.000326026

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

Pattern: metacluster_0/pattern_26

Significance: 0.000245922

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

Pattern: metacluster_1/pattern_17

Significance: 1.01359e-05

Absent
416B_MP;CD34+;D;En

Pattern: metacluster_1/pattern_6

Significance: 7.96607e-06

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: 0.000112228

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

Pattern: metacluster_0/pattern_5

Significance: 0.000150946

/

Pattern: metacluster_0/pattern_10

Significance: 1.50595e-05

Absent
Fr_BRN;P0;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.0114161

Absent
Hnd_BRN;P0;D;En

Pattern: metacluster_1/pattern_2

Significance: 9.67541e-07

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

Pattern: metacluster_0/pattern_21

Significance: 0.00041558800000000005

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

Pattern: metacluster_0/pattern_1

Significance: 0.00567708

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

Pattern: metacluster_0/pattern_5

Significance: 1.9314e-06

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

Pattern: metacluster_0/pattern_20

Significance: 0.000546778

Absent
Md_BRN;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.0164237

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

Pattern: metacluster_1/pattern_4

Significance: 4.89077e-06

Absent
WHL_BRN;8wks;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.00029477700000000003

Absent
wES;Telenchephalon;D;En

Pattern: metacluster_1/pattern_4

Significance: 0.000301348

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

Pattern: metacluster_1/pattern_3

Significance: 0.00020663599999999998

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: 1.7598499999999998e-05

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

Pattern: metacluster_0/pattern_27

Significance: 0.00482251

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

Pattern: metacluster_0/pattern_6

Significance: 0.00647144

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: 1.4988299999999998e-05

Absent
LRG_INTSTN;8wks;D;En

Pattern: metacluster_1/pattern_5

Significance: 6.30553e-08

Absent
STMCH;P0;D;En

Pattern: metacluster_1/pattern_6

Significance: 1.78805e-06

Absent
Spleen;8wks;D;En

Pattern: metacluster_1/pattern_19

Significance: 0.000123697

Absent
3134_mammaryADNCRCNM;D;En

Pattern: metacluster_0/pattern_3

Significance: 1.14346e-06

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

Pattern: metacluster_1/pattern_5

Significance: 0.0145185

Absent
AML;D;En

Pattern: metacluster_1/pattern_22

Significance: 0.056116

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

Pattern: metacluster_1/pattern_7

Significance: 0.000882772

Absent
MEL;D;En

Pattern: metacluster_1/pattern_8

Significance: 0.00885695

Absent
MEL_Znc_di-cl;24h;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.003827

Absent
NIH3T3;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.0022898000000000003

Absent
MTR_NRN_MN1;methyl3;D;En

Pattern: metacluster_0/pattern_4

Significance: 1.01965e-05

Absent
MN1;D;En

Pattern: metacluster_1/pattern_4

Significance: 2.80752e-06

Absent
3T3-L1;D;En

Pattern: metacluster_1/pattern_3

Significance: 1.36672e-05

Absent
Unique Cell types only Homer finds Nfib: #1

Cell typeModiscoHomer
ES;v6.5;A;GEOAbsent

Pattern: motif20.motif

Significance: 0.0517775