In [1]:
# Parameters
data_name = "Mef2c"
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 11:19:30,330 [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)
Mef2c: Motif: M09253_2.00



Forward PWM

Reverse PWM

Shared Cell types both TF-MoDISco and Homer finds Mef2c: #21

Cell typeModiscoHomer
SKLTL_Muscle;8wks;D;En

Pattern: metacluster_1/pattern_4

Significance: 5.74087e-09

Pattern: motif4.motif

Significance: 5.06401e-06

plasmaB;A;CL

Pattern: metacluster_1/pattern_11

Significance: 7.014400000000001e-10

Pattern: motif18.motif

Significance: 0.000278677

MCRPHG_BMD.UnStmltd;A;GEO

Pattern: metacluster_1/pattern_15

Significance: 1.2583299999999999e-07

Pattern: motif17.motif

Significance: 0.0006137769999999999

MCRPHG;A;CL

Pattern: metacluster_1/pattern_14

Significance: 2.3940000000000002e-09

Pattern: motif18.motif

Significance: 0.000658382

ePyramidal_NRN;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 7.86268e-11

Pattern: motif5.motif

Significance: 0.00020451

iPV_NRN;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 1.98011e-11

Pattern: motif2.motif

Significance: 1.76896e-10

eCortical_NRN;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 1.76807e-10

Pattern: motif5.motif

Significance: 5.02026e-10

Muscle;A;CL

Pattern: metacluster_1/pattern_1

Significance: 3.66498e-09

Pattern: motif1.motif

Significance: 0.00013816700000000002

Heart;D;En

Pattern: metacluster_0/pattern_4

Significance: 2.1848e-10

Pattern: motif2.motif

Significance: 3.951319999999999e-10

BRN;OLFTRY_BLB;A;CL

Pattern: metacluster_0/pattern_8

Significance: 2.1535599999999997e-08

Pattern: motif14.motif

Significance: 0.000139679

BRN;FRNTL_CRTX;A;CL

Pattern: metacluster_1/pattern_3

Significance: 4.3860000000000004e-11

Pattern: motif12.motif

Significance: 6.39782e-11

BRN;PTMN;A;CL

Pattern: metacluster_1/pattern_6

Significance: 1.1586e-09

Pattern: motif6.motif

Significance: 3.5615e-09

BRN;SNSR_MTR_CRTX;A;CL

Pattern: metacluster_1/pattern_2

Significance: 5.45073e-10

Pattern: motif3.motif

Significance: 6.144840000000001e-10

WHL_BRN;8wks;D;GEO

Pattern: metacluster_1/pattern_4

Significance: 3.2024999999999995e-10

Pattern: motif5.motif

Significance: 1.05526e-08

FBRBLST;8wks;D;En

Pattern: metacluster_1/pattern_16

Significance: 4.5493899999999994e-07

Pattern: motif19.motif

Significance: 0.000519307

LNG;P0;D;En

Pattern: metacluster_1/pattern_16

Significance: 1.68364e-07

Pattern: motif21.motif

Significance: 0.00047524599999999997

Heart;8wks;D;En

Pattern: metacluster_0/pattern_5

Significance: 7.15622e-08

Pattern: motif3.motif

Significance: 2.00613e-06

Heart;P0;D;En

Pattern: metacluster_1/pattern_1

Significance: 1.11791e-09

Pattern: motif2.motif

Significance: 2.45292e-07

CRBLM;D;En

Pattern: metacluster_1/pattern_11

Significance: 2.82811e-07

Pattern: motif12.motif

Significance: 1.71804e-05

WHL_BRN;8wks;D;En

Pattern: metacluster_1/pattern_2

Significance: 1.2922500000000002e-09

Pattern: motif5.motif

Significance: 1.47924e-09

wES;Telenchephalon;D;En

Pattern: metacluster_1/pattern_2

Significance: 2.40616e-10

Pattern: motif3.motif

Significance: 1.0055800000000002e-09

Unique Cell types only TF-MoDISco finds Mef2c: #112

Cell typeModiscoHomer
MPP;A;CL

Pattern: metacluster_1/pattern_26

Significance: 2.6726400000000003e-07

Absent
NK_SPLND;A;CL

Pattern: metacluster_0/pattern_20

Significance: 1.39924e-08

Absent
preB;A;CL

Pattern: metacluster_1/pattern_17

Significance: 2.7084899999999997e-06

Absent
immatureB;A;CL

Pattern: metacluster_1/pattern_19

Significance: 0.000137265

Absent
matureB;A;CL

Pattern: metacluster_0/pattern_20

Significance: 1.0821199999999999e-07

Absent
GC_B;A;CL

Pattern: metacluster_1/pattern_16

Significance: 4.78415e-11

Absent
aB_LPS;A;CL

Pattern: metacluster_1/pattern_17

Significance: 2.64104e-08

Absent
aB_LPS+IL4;A;CL

Pattern: metacluster_1/pattern_18

Significance: 2.96423e-09

Absent
aB_LPS+IL21;A;CL

Pattern: metacluster_1/pattern_15

Significance: 1.27934e-07

Absent
aB_LSP+a_d_dextran;A;CL

Pattern: metacluster_0/pattern_23

Significance: 0.000117415

Absent
aB_CD40+IL4;A;CL

Pattern: metacluster_1/pattern_16

Significance: 6.53543e-09

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

Pattern: metacluster_1/pattern_25

Significance: 1.76475e-06

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

Pattern: metacluster_1/pattern_19

Significance: 4.78629e-05

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

Pattern: metacluster_1/pattern_17

Significance: 4.0865699999999996e-06

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

Pattern: metacluster_1/pattern_18

Significance: 9.389569999999999e-08

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

Pattern: metacluster_1/pattern_17

Significance: 1.65994e-08

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: 9.075600000000001e-05

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

Pattern: metacluster_1/pattern_14

Significance: 5.02156e-05

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

Pattern: metacluster_1/pattern_16

Significance: 5.89954e-07

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

Pattern: metacluster_1/pattern_20

Significance: 1.2228299999999998e-08

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

Pattern: metacluster_1/pattern_15

Significance: 3.49662e-06

Absent
DC_BMD;A;CL

Pattern: metacluster_1/pattern_19

Significance: 3.49258e-08

Absent
DP;A;CL

Pattern: metacluster_1/pattern_19

Significance: 6.51427e-05

Absent
ISP;A;CL

Pattern: metacluster_1/pattern_17

Significance: 1.42964e-07

Absent
ES;MEF;A;CL

Pattern: metacluster_1/pattern_17

Significance: 1.7736799999999998e-08

Absent
Adrenal;A;CL

Pattern: metacluster_1/pattern_16

Significance: 4.6192800000000005e-08

Absent
placenta;A;CL

Pattern: metacluster_0/pattern_21

Significance: 2.4e-07

Absent
STMCH;A;CL

Pattern: metacluster_1/pattern_20

Significance: 0.0172548

/

Pattern: metacluster_1/pattern_21

Significance: 0.0497086

Absent
eye-NRL_RTN;A;CL

Pattern: metacluster_0/pattern_16

Significance: 4.42977e-05

Absent
NRV;Eye-OPTC;A;CL

Pattern: metacluster_0/pattern_17

Significance: 1.57275e-05

Absent
BRN;MDL_OBLNGT;A;CL

Pattern: metacluster_1/pattern_19

Significance: 0.00017687

Absent
BRN;CRBLM;A;CL

Pattern: metacluster_0/pattern_16

Significance: 1.43277e-05

Absent
restingB;A;CL

Pattern: metacluster_1/pattern_16

Significance: 5.0756400000000005e-09

Absent
aB;CD180;A;CL

Pattern: metacluster_1/pattern_16

Significance: 6.10687e-08

Absent
LNG_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_18

Significance: 5.3952e-07

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: 2.5727199999999997e-05

Absent
NK;IL2+IL12+;A;CL

Pattern: metacluster_1/pattern_16

Significance: 1.13942e-11

Absent
ILC1;A;CL

Pattern: metacluster_1/pattern_17

Significance: 2.11905e-07

Absent
NCR+ILC3+IL23;A;CL

Pattern: metacluster_1/pattern_22

Significance: 2.37922e-06

Absent
ILC2;A;CL

Pattern: metacluster_1/pattern_18

Significance: 1.7675e-06

Absent
aB_LPS+IL4_24h;A;CL

Pattern: metacluster_0/pattern_19

Significance: 2.42707e-06

Absent
aB_LPS+IL4+Oligomycin_24h;A;CL

Pattern: metacluster_1/pattern_16

Significance: 2.75964e-06

Absent
CH12_QNTPLE;A;CL

Pattern: metacluster_1/pattern_14

Significance: 3.1312299999999997e-09

Absent
wCH12;A;CL

Pattern: metacluster_1/pattern_20

Significance: 9.98719e-05

/

Pattern: metacluster_1/pattern_23

Significance: 0.00036842900000000003

Absent
CH12;med14;A;CL

Pattern: metacluster_1/pattern_15

Significance: 7.381770000000001e-09

Absent
wCH12_drug;A;CL

Pattern: metacluster_1/pattern_15

Significance: 1.92664e-07

Absent
CLP;A;CL

Pattern: metacluster_1/pattern_13

Significance: 1.3721e-07

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

Pattern: metacluster_1/pattern_17

Significance: 4.02276e-07

Absent
RTN;A;GEO

Pattern: metacluster_0/pattern_13

Significance: 4.550680000000001e-06

Absent
CRBL_GRNL_Precrsr;A;GEO

Pattern: metacluster_0/pattern_17

Significance: 0.0172337

Absent
TEff_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_20

Significance: 6.7792e-07

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

Pattern: metacluster_1/pattern_19

Significance: 1.29528e-08

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

Pattern: metacluster_1/pattern_22

Significance: 3.46436e-06

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

Pattern: metacluster_1/pattern_20

Significance: 7.77697e-08

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: 4.9670600000000005e-05

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

Pattern: metacluster_0/pattern_18

Significance: 4.2248e-08

Absent
iNKT;A;GEO

Pattern: metacluster_1/pattern_16

Significance: 1.4699000000000002e-07

Absent
aB;A;GEO

Pattern: metacluster_1/pattern_20

Significance: 1.8743799999999999e-06

Absent
prePLSM_B;A;GEO

Pattern: metacluster_1/pattern_19

Significance: 1.21575e-07

Absent
preB_BMD;A;GEO

Pattern: metacluster_1/pattern_18

Significance: 5.0907e-08

Absent
B;B220_CD43;A;GEO

Pattern: metacluster_1/pattern_14

Significance: 8.54587e-09

Absent
DC_LPS;6h;A;GEO

Pattern: metacluster_1/pattern_20

Significance: 9.41794e-07

Absent
DC_pBMD;A;GEO

Pattern: metacluster_1/pattern_15

Significance: 1.9659499999999998e-06

Absent
ROD_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 2.0526299999999998e-08

Absent
GCN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 1.06549e-06

Absent
BL_CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 1.11502e-06

Absent
CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 1.16087e-06

Absent
SKN_EPTHL;A;GEO

Pattern: metacluster_0/pattern_24

Significance: 1.50753e-06

Absent
NPC;F129;A;GEO

Pattern: metacluster_1/pattern_19

Significance: 4.06156e-09

Absent
NPC;G4;A;GEO

Pattern: metacluster_1/pattern_17

Significance: 4.4713300000000006e-10

Absent
NPC;Ch13;A;GEO

Pattern: metacluster_1/pattern_16

Significance: 3.99237e-08

Absent
NPC;mE6;A;GEO

Pattern: metacluster_1/pattern_17

Significance: 3.50168e-07

Absent
iVIP_NRN;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 1.92597e-10

Absent
Corticotrope;A;GEO

Pattern: metacluster_0/pattern_18

Significance: 8.858239999999999e-06

Absent
Melanotrope;A;GEO

Pattern: metacluster_0/pattern_20

Significance: 2.14167e-07

Absent
MegP;A;En

Pattern: metacluster_1/pattern_23

Significance: 1.23384e-06

Absent
pCMP;A;CL

Pattern: metacluster_1/pattern_20

Significance: 1.7410900000000004e-08

Absent
DC_LPS;4h;A;En

Pattern: metacluster_1/pattern_16

Significance: 2.8641599999999998e-06

Absent
NIH3T3_FBROBLST;D;GEO

Pattern: metacluster_1/pattern_15

Significance: 5.732090000000001e-10

Absent
LNG;8wks;D;GEO

Pattern: metacluster_0/pattern_20

Significance: 3.5690600000000003e-07

Absent
3134_mammaryADNCRCNM;D;GE

Pattern: metacluster_1/pattern_21

Significance: 0.0469786

/

Pattern: metacluster_1/pattern_23

Significance: 2.23127e-05

Absent
416B_MP;CD34+;D;GEO

Pattern: metacluster_1/pattern_22

Significance: 2.6429099999999997e-08

Absent
NIH3T3_FBROBLST;D;En

Pattern: metacluster_1/pattern_18

Significance: 4.80343e-07

Absent
3T3-L1;FBRBLST;D;En

Pattern: metacluster_1/pattern_19

Significance: 4.75784e-08

Absent
KDNY;P0;D;En

Pattern: metacluster_1/pattern_17

Significance: 2.31207e-07

Absent
KDNY;8wks;D;En

Pattern: metacluster_1/pattern_15

Significance: 3.3382199999999996e-07

Absent
LNG;8wks;D;En

Pattern: metacluster_0/pattern_16

Significance: 3.7380699999999995e-10

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

Pattern: metacluster_1/pattern_15

Significance: 6.73467e-08

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

Pattern: metacluster_1/pattern_15

Significance: 2.52335e-07

Absent
RTN;D1;D;En

Pattern: metacluster_0/pattern_23

Significance: 0.000138157

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

Pattern: metacluster_1/pattern_18

Significance: 2.04205e-08

Absent
416B_MP;CD34+;D;En

Pattern: metacluster_1/pattern_19

Significance: 6.78141e-10

Absent
Muller;P12;D;En

Pattern: metacluster_1/pattern_18

Significance: 2.10969e-05

/

Pattern: metacluster_1/pattern_23

Significance: 0.000238442

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

Pattern: metacluster_0/pattern_18

Significance: 5.79269e-06

Absent
Fr_BRN;P0;D;En

Pattern: metacluster_1/pattern_14

Significance: 1.14459e-06

Absent
Hnd_BRN;P0;D;En

Pattern: metacluster_1/pattern_18

Significance: 2.18336e-08

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

Pattern: metacluster_0/pattern_26

Significance: 0.000784636

Absent
Md_BRN;D;En

Pattern: metacluster_1/pattern_17

Significance: 1.25795e-07

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

Pattern: metacluster_1/pattern_21

Significance: 1.54505e-05

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

Pattern: metacluster_0/pattern_22

Significance: 4.72838e-07

Absent
STMCH;P0;D;En

Pattern: metacluster_1/pattern_22

Significance: 1.0606500000000001e-05

Absent
3134_mammaryADNCRCNM;D;En

Pattern: metacluster_0/pattern_21

Significance: 1.14738e-06

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

Pattern: metacluster_1/pattern_23

Significance: 3.78822e-05

Absent
AML;D;En

Pattern: metacluster_1/pattern_21

Significance: 2.3518699999999997e-09

Absent
CH12.LX;D;En

Pattern: metacluster_1/pattern_19

Significance: 7.763389999999999e-08

Absent
NIH3T3;D;En

Pattern: metacluster_1/pattern_18

Significance: 7.31796e-08

/

Pattern: metacluster_1/pattern_24

Significance: 1.3110899999999998e-05

Absent
MTR_NRN_MN1;methyl3;D;En

Pattern: metacluster_0/pattern_24

Significance: 1.06972e-06

Absent
MN1;D;En

Pattern: metacluster_1/pattern_21

Significance: 5.0195e-07

Absent
3T3-L1;D;En

Pattern: metacluster_1/pattern_22

Significance: 8.87727e-07

Absent
No Cell types only Homer finds Mef2c