In [1]:
# Parameters
data_name = "Gata1"
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 11:09:49,549 [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)
Gata1: Motif: M09124_2.00



Forward PWM

Reverse PWM

Shared Cell types both TF-MoDISco and Homer finds Gata1: #20

Cell typeModiscoHomer
MegP;A;En

Pattern: metacluster_1/pattern_6

Significance: 0.000103784

Pattern: motif7.motif

Significance: 0.024911700000000002

pCMP;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.00016917

Pattern: motif7.motif

Significance: 0.00991192

LVR;P0;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.0064702

Pattern: motif13.motif

Significance: 0.00234959

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

Pattern: metacluster_1/pattern_5

Significance: 0.00620419

Pattern: motif3.motif

Significance: 0.00503673

SKN_EPTHL;A;GEO

Pattern: metacluster_0/pattern_6

Significance: 0.00155963

Pattern: motif14.motif

Significance: 0.0312132

Heart;P0;D;En

Pattern: metacluster_1/pattern_13

Significance: 2.78694e-06

Pattern: motif13.motif

Significance: 0.0020721

STMCH;P0;D;En

Pattern: metacluster_1/pattern_17

Significance: 0.00121282

Pattern: motif13.motif

Significance: 0.0251106

LNG_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.00025077

Pattern: motif14.motif

Significance: 0.051117199999999995

416B;HMTP_SPNSN;CD34+;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.000792672

Pattern: motif11.motif

Significance: 0.0223632

Erythroid;Ter119+;A;GEO

Pattern: metacluster_0/pattern_7

Significance: 0.00707809

Pattern: motif8.motif

Significance: 0.0050154

AML;AE9a;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 5.94553e-05

Pattern: motif3.motif

Significance: 0.000295324

Mast;A;CL

Pattern: metacluster_0/pattern_7

Significance: 0.00099155

Pattern: motif6.motif

Significance: 0.00248732

BSPHL;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.00148206

Pattern: motif7.motif

Significance: 0.00011339399999999999

416B_MP;CD34+;D;GEO

Pattern: metacluster_1/pattern_12

Significance: 0.000283486

Pattern: motif12.motif

Significance: 0.037240800000000004

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

Pattern: metacluster_1/pattern_8

Significance: 0.00699356

Pattern: motif5.motif

Significance: 0.030312000000000002

416B_MP;CD34+;D;En

Pattern: metacluster_1/pattern_13

Significance: 8.967799999999999e-05

Pattern: motif9.motif

Significance: 0.0344644

MEF.GATA-1-ER;D;En

Pattern: metacluster_1/pattern_9

Significance: 0.00381027

Pattern: motif4.motif

Significance: 0.00790946

MEL;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.00426752

Pattern: motif4.motif

Significance: 5.764490000000001e-06

MEL_Znc_di-cl;24h;D;En

Pattern: metacluster_1/pattern_26

Significance: 0.0460508

Pattern: motif6.motif

Significance: 0.034352099999999997

MegEP;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.00107627

Pattern: motif2.motif

Significance: 0.00028121200000000003

Unique Cell types only TF-MoDISco finds Gata1: #51

Cell typeModiscoHomer
proB;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.00162929

/

Pattern: metacluster_1/pattern_11

Significance: 0.00730141

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

Pattern: metacluster_1/pattern_6

Significance: 0.0383265

Absent
iNKT;A;GEO

Pattern: metacluster_1/pattern_19

Significance: 0.00521405

Absent
SKLTL_Muscle;8wks;D;En

Pattern: metacluster_1/pattern_0

Significance: 0.0389591

Absent
B;B220_CD43;A;GEO

Pattern: metacluster_1/pattern_24

Significance: 0.00204854

Absent
ESNPHL_ex-vivo_BlbC;A;CL

Pattern: metacluster_0/pattern_18

Significance: 0.058681899999999995

Absent
ESNPHL_SPLND_BlbCA;CL

Pattern: metacluster_0/pattern_15

Significance: 3.38707e-05

Absent
ENDRM_ESD;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 1.57349e-06

Absent
Tfh_LCMV;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.00713785

Absent
MTR_NRN_MN1;methyl3;D;En

Pattern: metacluster_0/pattern_14

Significance: 0.010352600000000002

Absent
MN1;D;En

Pattern: metacluster_1/pattern_20

Significance: 0.00482364

Absent
aNonTfh;A;CL

Pattern: metacluster_1/pattern_20

Significance: 0.0152119

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

Pattern: metacluster_1/pattern_20

Significance: 0.00222141

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

Pattern: metacluster_0/pattern_26

Significance: 1.1220499999999999e-05

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

Pattern: metacluster_1/pattern_11

Significance: 0.0569477

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

Pattern: metacluster_1/pattern_16

Significance: 0.00307498

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

Pattern: metacluster_0/pattern_18

Significance: 2.83025e-05

Absent
BCK_SKN;A;GEO

Pattern: metacluster_0/pattern_19

Significance: 0.0125785

Absent
Erythroblast;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.000589915

Absent
G_NRN_P;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.029999599999999998

Absent
wES;GRM;E16.5;A;GEO

Pattern: metacluster_0/pattern_2

Significance: 0.054707000000000006

Absent
SML_INTSTN;A;CL

Pattern: metacluster_0/pattern_16

Significance: 0.0006709110000000001

Absent
LRG_INTSTN;A;CL

Pattern: metacluster_0/pattern_12

Significance: 0.0008159469999999999

Absent
Heart;D;En

Pattern: metacluster_0/pattern_17

Significance: 1.28072e-05

Absent
placenta;A;CL

Pattern: metacluster_0/pattern_1

Significance: 0.0175043

/

Pattern: metacluster_0/pattern_17

Significance: 0.00225789

Absent
EPP;A;En

Pattern: metacluster_1/pattern_9

Significance: 0.00524317

Absent
STMCH;A;CL

Pattern: metacluster_1/pattern_23

Significance: 0.0343723

Absent
pErythroblast;A;En

Pattern: metacluster_1/pattern_9

Significance: 0.00300523

Absent
LVR;8wks;D;GEO

Pattern: metacluster_1/pattern_19

Significance: 0.000373477

Absent
LNG;8wks;D;GEO

Pattern: metacluster_0/pattern_22

Significance: 3.97568e-06

Absent
SHRT_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_14

Significance: 0.000138805

Absent
T_SPLND_blstCLTRD;CD4+;D;GEO

Pattern: metacluster_1/pattern_13

Significance: 0.00186039

Absent
apCD4Eff;D;GEO

Pattern: metacluster_1/pattern_16

Significance: 0.00242891

Absent
ILC2precrsr;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.019524

Absent
NCR+ILC3;A;CL

Pattern: metacluster_1/pattern_18

Significance: 0.00258824

Absent
ILC2_Nippo;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.00226441

Absent
NCR+ILC3+IL23;A;CL

Pattern: metacluster_1/pattern_16

Significance: 0.00836593

Absent
ILC2;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0131737

/

Pattern: metacluster_1/pattern_5

Significance: 0.00581369

Absent
Th2_nippo;A;CL

Pattern: metacluster_1/pattern_10

Significance: 0.00556311

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

Pattern: metacluster_0/pattern_9

Significance: 0.0485449

Absent
ES;C57BL_6J;R1;D;En

Pattern: metacluster_1/pattern_0

Significance: 0.0533707

Absent
LNG;8wks;D;En

Pattern: metacluster_0/pattern_22

Significance: 8.48212e-06

Absent
Heart;8wks;D;En

Pattern: metacluster_0/pattern_18

Significance: 5.95086e-06

Absent
Adipose;D;En

Pattern: metacluster_0/pattern_24

Significance: 0.041373

Absent
ILC2+IL33+IL25;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.00577611

Absent
ILC2;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.00968452

Absent
ILC3;A;GEO

Pattern: metacluster_1/pattern_19

Significance: 0.018462400000000004

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

Pattern: metacluster_1/pattern_16

Significance: 0.013819

Absent
ILC2_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.0309454

/

Pattern: metacluster_1/pattern_14

Significance: 0.00242436

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

Pattern: metacluster_0/pattern_7

Significance: 0.0337319

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

Pattern: metacluster_0/pattern_7

Significance: 0.0398385

Absent
No Cell types only Homer finds Gata1