In [1]:
# Parameters
data_name = "Mef2d"
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 11:19:42,201 [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)
Mef2d: Motif: M09252_2.00



Forward PWM

Reverse PWM

Shared Cell types both TF-MoDISco and Homer finds Mef2d: #21

Cell typeModiscoHomer
SKLTL_Muscle;8wks;D;En

Pattern: metacluster_1/pattern_4

Significance: 1.7181000000000003e-10

Pattern: motif4.motif

Significance: 1.3686200000000002e-08

plasmaB;A;CL

Pattern: metacluster_1/pattern_11

Significance: 7.014400000000001e-10

Pattern: motif18.motif

Significance: 4.84141e-05

MCRPHG_BMD.UnStmltd;A;GEO

Pattern: metacluster_1/pattern_15

Significance: 3.62986e-07

Pattern: motif17.motif

Significance: 0.000204267

MCRPHG;A;CL

Pattern: metacluster_1/pattern_14

Significance: 7.94064e-11

Pattern: motif18.motif

Significance: 0.000264419

ePyramidal_NRN;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 3.03292e-09

Pattern: motif5.motif

Significance: 9.67359e-05

iPV_NRN;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 9.29935e-11

Pattern: motif2.motif

Significance: 3.62122e-11

eCortical_NRN;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 2.66696e-08

Pattern: motif5.motif

Significance: 2.6513400000000002e-08

Muscle;A;CL

Pattern: metacluster_1/pattern_1

Significance: 1.50606e-11

Pattern: motif1.motif

Significance: 8.561e-06

Heart;D;En

Pattern: metacluster_0/pattern_4

Significance: 9.39827e-12

Pattern: motif2.motif

Significance: 2.14325e-12

BRN;OLFTRY_BLB;A;CL

Pattern: metacluster_0/pattern_8

Significance: 1.93065e-09

Pattern: motif14.motif

Significance: 1.2498200000000002e-06

BRN;FRNTL_CRTX;A;CL

Pattern: metacluster_1/pattern_3

Significance: 4.8076e-07

Pattern: motif12.motif

Significance: 1.34321e-11

BRN;PTMN;A;CL

Pattern: metacluster_1/pattern_6

Significance: 9.439e-11

Pattern: motif6.motif

Significance: 3.05681e-11

BRN;SNSR_MTR_CRTX;A;CL

Pattern: metacluster_1/pattern_2

Significance: 7.102460000000001e-09

Pattern: motif3.motif

Significance: 7.780160000000001e-10

WHL_BRN;8wks;D;GEO

Pattern: metacluster_1/pattern_4

Significance: 5.083059999999999e-10

Pattern: motif5.motif

Significance: 4.58398e-10

FBRBLST;8wks;D;En

Pattern: metacluster_1/pattern_16

Significance: 4.69675e-10

Pattern: motif19.motif

Significance: 0.000171697

LNG;P0;D;En

Pattern: metacluster_1/pattern_16

Significance: 3.98471e-09

Pattern: motif21.motif

Significance: 1.89577e-05

Heart;8wks;D;En

Pattern: metacluster_0/pattern_5

Significance: 1.24587e-09

Pattern: motif3.motif

Significance: 4.03512e-08

Heart;P0;D;En

Pattern: metacluster_1/pattern_1

Significance: 7.4148e-12

Pattern: motif2.motif

Significance: 5.05353e-11

CRBLM;D;En

Pattern: metacluster_1/pattern_11

Significance: 1.63507e-12

Pattern: motif12.motif

Significance: 3.4125999999999997e-07

WHL_BRN;8wks;D;En

Pattern: metacluster_1/pattern_2

Significance: 1.80675e-09

Pattern: motif5.motif

Significance: 1.47924e-09

wES;Telenchephalon;D;En

Pattern: metacluster_1/pattern_2

Significance: 3.12882e-09

Pattern: motif3.motif

Significance: 1.04925e-09

Unique Cell types only TF-MoDISco finds Mef2d: #112

Cell typeModiscoHomer
MPP;A;CL

Pattern: metacluster_1/pattern_26

Significance: 1.46843e-09

Absent
NK_SPLND;A;CL

Pattern: metacluster_0/pattern_20

Significance: 7.3716700000000005e-09

Absent
preB;A;CL

Pattern: metacluster_1/pattern_17

Significance: 2.7084899999999997e-06

Absent
immatureB;A;CL

Pattern: metacluster_1/pattern_19

Significance: 2.35443e-06

Absent
matureB;A;CL

Pattern: metacluster_0/pattern_20

Significance: 1.05805e-08

Absent
GC_B;A;CL

Pattern: metacluster_1/pattern_16

Significance: 5.18945e-12

Absent
aB_LPS;A;CL

Pattern: metacluster_1/pattern_17

Significance: 4.2770399999999995e-09

Absent
aB_LPS+IL4;A;CL

Pattern: metacluster_1/pattern_18

Significance: 9.12659e-14

Absent
aB_LPS+IL21;A;CL

Pattern: metacluster_1/pattern_15

Significance: 3.10247e-11

Absent
aB_LSP+a_d_dextran;A;CL

Pattern: metacluster_0/pattern_23

Significance: 2.58664e-05

Absent
aB_CD40+IL4;A;CL

Pattern: metacluster_1/pattern_16

Significance: 7.40745e-09

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

Pattern: metacluster_1/pattern_25

Significance: 2.7965999999999995e-07

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

Pattern: metacluster_1/pattern_19

Significance: 1.4310999999999999e-05

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

Pattern: metacluster_1/pattern_17

Significance: 5.60195e-07

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

Pattern: metacluster_1/pattern_18

Significance: 8.74416e-10

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

Pattern: metacluster_1/pattern_17

Significance: 1.68994e-09

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

Pattern: metacluster_1/pattern_18

Significance: 2.5819599999999996e-09

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

Pattern: metacluster_1/pattern_15

Significance: 1.7946500000000002e-05

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

Pattern: metacluster_1/pattern_14

Significance: 3.60304e-05

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

Pattern: metacluster_1/pattern_16

Significance: 1.6204000000000001e-09

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

Pattern: metacluster_1/pattern_20

Significance: 1.6540400000000003e-10

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

Pattern: metacluster_1/pattern_15

Significance: 3.4095999999999995e-07

Absent
DC_BMD;A;CL

Pattern: metacluster_1/pattern_19

Significance: 3.49258e-08

Absent
DP;A;CL

Pattern: metacluster_1/pattern_19

Significance: 2.5430999999999998e-05

Absent
ISP;A;CL

Pattern: metacluster_1/pattern_17

Significance: 9.25232e-07

Absent
ES;MEF;A;CL

Pattern: metacluster_1/pattern_17

Significance: 3.6079099999999997e-12

Absent
Adrenal;A;CL

Pattern: metacluster_1/pattern_16

Significance: 1.82055e-10

Absent
placenta;A;CL

Pattern: metacluster_0/pattern_21

Significance: 2.0390700000000002e-10

Absent
STMCH;A;CL

Pattern: metacluster_1/pattern_20

Significance: 0.0120398

/

Pattern: metacluster_1/pattern_21

Significance: 0.0118184

Absent
eye-NRL_RTN;A;CL

Pattern: metacluster_0/pattern_16

Significance: 1.21059e-07

Absent
NRV;Eye-OPTC;A;CL

Pattern: metacluster_0/pattern_17

Significance: 3.25165e-08

Absent
BRN;MDL_OBLNGT;A;CL

Pattern: metacluster_1/pattern_19

Significance: 4.95963e-06

Absent
BRN;CRBLM;A;CL

Pattern: metacluster_0/pattern_16

Significance: 1.04351e-06

Absent
restingB;A;CL

Pattern: metacluster_1/pattern_16

Significance: 1.38689e-10

Absent
aB;CD180;A;CL

Pattern: metacluster_1/pattern_16

Significance: 9.83272e-09

Absent
LNG_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_18

Significance: 2.18686e-06

Absent
gamma_delta_TCR_MCR;A;CL

Pattern: metacluster_1/pattern_14

Significance: 2.0650300000000003e-09

Absent
gamma_delta_TCR_M-S-;A;CL

Pattern: metacluster_0/pattern_18

Significance: 1.00665e-05

Absent
NK;IL2+IL12+;A;CL

Pattern: metacluster_1/pattern_16

Significance: 4.76529e-11

Absent
ILC1;A;CL

Pattern: metacluster_1/pattern_17

Significance: 1.40203e-07

Absent
NCR+ILC3+IL23;A;CL

Pattern: metacluster_1/pattern_22

Significance: 5.62304e-08

Absent
ILC2;A;CL

Pattern: metacluster_1/pattern_18

Significance: 1.2391599999999999e-06

Absent
aB_LPS+IL4_24h;A;CL

Pattern: metacluster_0/pattern_19

Significance: 8.37235e-08

Absent
aB_LPS+IL4+Oligomycin_24h;A;CL

Pattern: metacluster_1/pattern_16

Significance: 2.8945499999999997e-07

Absent
CH12_QNTPLE;A;CL

Pattern: metacluster_1/pattern_14

Significance: 4.492930000000001e-09

Absent
wCH12;A;CL

Pattern: metacluster_1/pattern_20

Significance: 7.0455e-06

/

Pattern: metacluster_1/pattern_23

Significance: 0.00036842900000000003

Absent
CH12;med14;A;CL

Pattern: metacluster_1/pattern_15

Significance: 7.254069999999999e-10

Absent
wCH12_drug;A;CL

Pattern: metacluster_1/pattern_15

Significance: 1.9107599999999996e-08

Absent
CLP;A;CL

Pattern: metacluster_1/pattern_13

Significance: 6.27449e-10

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

Pattern: metacluster_1/pattern_17

Significance: 2.50541e-10

Absent
RTN;A;GEO

Pattern: metacluster_0/pattern_13

Significance: 3.9603e-09

Absent
CRBL_GRNL_Precrsr;A;GEO

Pattern: metacluster_0/pattern_17

Significance: 0.0224007

Absent
TEff_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_20

Significance: 1.74266e-06

Absent
T_MLD;TCR_SV40-I_CD8+;D5;A;GEO

Pattern: metacluster_1/pattern_19

Significance: 1.70311e-11

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

Pattern: metacluster_1/pattern_22

Significance: 5.67999e-06

Absent
T_MLD;TCR_SV40-I_CD8+;D14;A;GEO

Pattern: metacluster_1/pattern_20

Significance: 5.19334e-10

Absent
T_MLD;TCR_SV40-I_CD8+;D60;A;GEO

Pattern: metacluster_0/pattern_17

Significance: 1.3744700000000001e-09

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

Pattern: metacluster_1/pattern_18

Significance: 2.63899e-07

Absent
memT_tmrD_lstr;TCR_SV40-I_CD8+;D14;A;GEO

Pattern: metacluster_0/pattern_18

Significance: 8.155e-09

Absent
iNKT;A;GEO

Pattern: metacluster_1/pattern_16

Significance: 5.46347e-09

Absent
aB;A;GEO

Pattern: metacluster_1/pattern_20

Significance: 3.9944699999999995e-08

Absent
prePLSM_B;A;GEO

Pattern: metacluster_1/pattern_19

Significance: 2.88464e-11

Absent
preB_BMD;A;GEO

Pattern: metacluster_1/pattern_18

Significance: 3.15897e-09

Absent
B;B220_CD43;A;GEO

Pattern: metacluster_1/pattern_14

Significance: 2.25046e-09

Absent
DC_LPS;6h;A;GEO

Pattern: metacluster_1/pattern_20

Significance: 1.0068999999999998e-11

Absent
DC_pBMD;A;GEO

Pattern: metacluster_1/pattern_15

Significance: 7.0361e-08

Absent
ROD_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 3.1707299999999998e-12

Absent
GCN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 4.02181e-11

Absent
BL_CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 6.29767e-11

Absent
CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 2.19525e-10

Absent
SKN_EPTHL;A;GEO

Pattern: metacluster_0/pattern_24

Significance: 3.64209e-08

Absent
NPC;F129;A;GEO

Pattern: metacluster_1/pattern_19

Significance: 3.9540699999999996e-10

Absent
NPC;G4;A;GEO

Pattern: metacluster_1/pattern_17

Significance: 3.22375e-11

Absent
NPC;Ch13;A;GEO

Pattern: metacluster_1/pattern_16

Significance: 7.4963e-12

Absent
NPC;mE6;A;GEO

Pattern: metacluster_1/pattern_17

Significance: 8.39182e-10

Absent
iVIP_NRN;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 3.3193800000000003e-10

Absent
Corticotrope;A;GEO

Pattern: metacluster_0/pattern_18

Significance: 4.38367e-07

Absent
Melanotrope;A;GEO

Pattern: metacluster_0/pattern_20

Significance: 2.13614e-08

Absent
MegP;A;En

Pattern: metacluster_1/pattern_23

Significance: 6.21327e-08

Absent
pCMP;A;CL

Pattern: metacluster_1/pattern_20

Significance: 1.49998e-09

Absent
DC_LPS;4h;A;En

Pattern: metacluster_1/pattern_16

Significance: 1.17169e-08

Absent
NIH3T3_FBROBLST;D;GEO

Pattern: metacluster_1/pattern_15

Significance: 1.2229600000000001e-14

Absent
LNG;8wks;D;GEO

Pattern: metacluster_0/pattern_20

Significance: 4.8545100000000004e-09

Absent
3134_mammaryADNCRCNM;D;GE

Pattern: metacluster_1/pattern_23

Significance: 2.23127e-05

Absent
416B_MP;CD34+;D;GEO

Pattern: metacluster_1/pattern_22

Significance: 3.38342e-11

Absent
NIH3T3_FBROBLST;D;En

Pattern: metacluster_1/pattern_18

Significance: 1.1371199999999999e-10

Absent
3T3-L1;FBRBLST;D;En

Pattern: metacluster_1/pattern_19

Significance: 3.63128e-09

Absent
KDNY;P0;D;En

Pattern: metacluster_1/pattern_17

Significance: 1.90953e-08

Absent
KDNY;8wks;D;En

Pattern: metacluster_1/pattern_15

Significance: 7.31963e-10

Absent
LNG;8wks;D;En

Pattern: metacluster_0/pattern_16

Significance: 4.3850299999999996e-13

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

Pattern: metacluster_1/pattern_15

Significance: 2.94736e-09

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

Pattern: metacluster_1/pattern_15

Significance: 7.00447e-11

Absent
RTN;D1;D;En

Pattern: metacluster_0/pattern_23

Significance: 1.1097200000000001e-05

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

Pattern: metacluster_1/pattern_18

Significance: 4.4494e-08

Absent
416B_MP;CD34+;D;En

Pattern: metacluster_1/pattern_19

Significance: 2.00729e-13

Absent
Muller;P12;D;En

Pattern: metacluster_1/pattern_18

Significance: 1.8236599999999998e-07

/

Pattern: metacluster_1/pattern_23

Significance: 0.000466835

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

Pattern: metacluster_0/pattern_18

Significance: 7.79369e-07

Absent
Fr_BRN;P0;D;En

Pattern: metacluster_1/pattern_14

Significance: 7.581990000000001e-07

Absent
Hnd_BRN;P0;D;En

Pattern: metacluster_1/pattern_18

Significance: 9.26671e-10

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

Pattern: metacluster_0/pattern_26

Significance: 6.02404e-06

Absent
Md_BRN;D;En

Pattern: metacluster_1/pattern_17

Significance: 6.26495e-10

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

Pattern: metacluster_1/pattern_21

Significance: 3.70225e-08

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

Pattern: metacluster_0/pattern_22

Significance: 1.61947e-08

Absent
STMCH;P0;D;En

Pattern: metacluster_1/pattern_22

Significance: 5.89845e-08

Absent
3134_mammaryADNCRCNM;D;En

Pattern: metacluster_0/pattern_21

Significance: 4.9864399999999996e-09

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

Pattern: metacluster_1/pattern_23

Significance: 5.8103999999999995e-06

Absent
AML;D;En

Pattern: metacluster_1/pattern_21

Significance: 8.82823e-13

Absent
CH12.LX;D;En

Pattern: metacluster_1/pattern_19

Significance: 7.83059e-10

Absent
NIH3T3;D;En

Pattern: metacluster_1/pattern_18

Significance: 2.4398599999999997e-12

/

Pattern: metacluster_1/pattern_24

Significance: 0.000305441

Absent
MTR_NRN_MN1;methyl3;D;En

Pattern: metacluster_0/pattern_24

Significance: 4.1521699999999997e-08

Absent
MN1;D;En

Pattern: metacluster_1/pattern_21

Significance: 1.3935699999999998e-09

Absent
3T3-L1;D;En

Pattern: metacluster_1/pattern_22

Significance: 6.63961e-10

Absent
No Cell types only Homer finds Mef2d