In [1]:
# Parameters
data_name = "Neurod1"
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 11:21:55,884 [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)
Neurod1: Motif: M09474_2.00



Forward PWM

Reverse PWM

Shared Cell types both TF-MoDISco and Homer finds Neurod1: #34

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

Pattern: metacluster_1/pattern_1

Significance: 0.048494699999999995

Pattern: motif5.motif

Significance: 0.00022312299999999998

wES;limb;E11.5;D;En

Pattern: metacluster_0/pattern_6

Significance: 0.00659028

Pattern: motif12.motif

Significance: 0.0528342

wES;FaceP;E14.5;D;En

Pattern: metacluster_0/pattern_1

Significance: 0.044669099999999996

Pattern: motif5.motif

Significance: 0.00149561

wES;FaceP;E11.5;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.044349400000000004

Pattern: motif7.motif

Significance: 0.0531342

wES;NRL_Tube;E11.5;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.000121817

Pattern: motif15.motif

Significance: 0.0443791

SKLTL_Muscle;8wks;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.0193255

Pattern: motif10.motif

Significance: 0.018200099999999997

preB_BMD;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.026689299999999996

Pattern: motif9.motif

Significance: 0.028002199999999998

B;B220_CD43;A;GEO

Pattern: metacluster_1/pattern_9

Significance: 0.0530101

Pattern: motif11.motif

Significance: 0.00215871

MTR_NRN_MN1;methyl3;D;En

Pattern: metacluster_0/pattern_12

Significance: 0.00208927

Pattern: motif10.motif

Significance: 0.0353035

NPC;F129;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.019671

Pattern: motif10.motif

Significance: 0.031742900000000004

NPC;G4;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.0364047

Pattern: motif9.motif

Significance: 0.0209137

NPC;mE6;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.0459211

Pattern: motif11.motif

Significance: 0.028139599999999997

ePyramidal_NRN;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 4.31842e-07

Pattern: motif4.motif

Significance: 0.00878299

eCortical_NRN;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 2.1001500000000002e-05

Pattern: motif4.motif

Significance: 1.87844e-05

Muscle;A;CL

Pattern: metacluster_1/pattern_16

Significance: 0.0325253

Pattern: motif19.motif

Significance: 0.05663680000000001

BRN;FRNTL_CRTX;A;CL

Pattern: metacluster_1/pattern_12

Significance: 3.30018e-05

Pattern: motif15.motif

Significance: 0.000582149

BRN;SNSR_MTR_CRTX;A;CL

Pattern: metacluster_1/pattern_6

Significance: 3.8413e-05

Pattern: motif7.motif

Significance: 1.0123200000000002e-06

BRN;CRBLM;A;CL

Pattern: metacluster_0/pattern_7

Significance: 6.464590000000001e-06

Pattern: motif7.motif

Significance: 0.000771377

WHL_BRN;8wks;D;GEO

Pattern: metacluster_1/pattern_2

Significance: 2.37498e-06

/

Pattern: metacluster_1/pattern_10

Significance: 0.00375193

Pattern: motif2.motif

Significance: 0.00830506

wES;WHL_BRN;E14.5;D;GEO

Pattern: metacluster_0/pattern_2

Significance: 1.79163e-06

Pattern: motif13.motif

Significance: 0.00165175

LNG;P0;D;En

Pattern: metacluster_1/pattern_11

Significance: 0.0557067

Pattern: motif18.motif

Significance: 0.0155107

CRBL_GRNL_Precrsr;A;GEO

Pattern: metacluster_0/pattern_0

Significance: 9.21774e-07

Pattern: motif2.motif

Significance: 1.8193599999999998e-05

RTN;D1;D;En

Pattern: metacluster_0/pattern_4

Significance: 3.60957e-05

Pattern: motif16.motif

Significance: 0.00895866

wES;RTN;E11.5;D;En

Pattern: metacluster_0/pattern_3

Significance: 2.01254e-05

Pattern: motif14.motif

Significance: 0.00460232

CRBLM;D;En

Pattern: metacluster_1/pattern_1

Significance: 1.13649e-06

Pattern: motif2.motif

Significance: 0.00871669

wES;MSDRM;E11.5;D;En

Pattern: metacluster_0/pattern_1

Significance: 4.69169e-05

Pattern: motif4.motif

Significance: 0.00242625

wES.Fr_BRN;E14.4;D;En

Pattern: metacluster_0/pattern_4

Significance: 2.2102400000000003e-08

Pattern: motif11.motif

Significance: 3.31907e-07

Fr_BRN;P0;D;En

Pattern: metacluster_1/pattern_4

Significance: 0.000119482

/

Pattern: metacluster_1/pattern_15

Significance: 0.0007201089999999999

Pattern: motif7.motif

Significance: 1.73947e-06

Hnd_BRN;P0;D;En

Pattern: metacluster_1/pattern_3

Significance: 2.29119e-05

Pattern: motif8.motif

Significance: 0.00722436

wES;Md_BRN;E11.5;D;En

Pattern: metacluster_0/pattern_4

Significance: 0.00209383

Pattern: motif19.motif

Significance: 0.013011400000000001

Md_BRN;D;En

Pattern: metacluster_1/pattern_5

Significance: 1.0862100000000001e-06

Pattern: motif15.motif

Significance: 0.00299256

wES;WHL_BRN;E14.5;D;En

Pattern: metacluster_1/pattern_5

Significance: 0.0392415

/

Pattern: metacluster_1/pattern_6

Significance: 2.4953499999999997e-05

Pattern: motif10.motif

Significance: 0.00529895

WHL_BRN;8wks;D;En

Pattern: metacluster_1/pattern_4

Significance: 1.0155500000000002e-06

/

Pattern: metacluster_1/pattern_11

Significance: 0.0163973

Pattern: motif2.motif

Significance: 3.28456e-05

wES;Telenchephalon;D;En

Pattern: metacluster_1/pattern_3

Significance: 5.28839e-06

Pattern: motif4.motif

Significance: 0.0552227

Unique Cell types only TF-MoDISco finds Neurod1: #33

Cell typeModiscoHomer
wES;Fr_lmb;E11.5;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.0171961

Absent
proB;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.0249628

Absent
preB;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.044007599999999994

Absent
B1_B;A;CL

Pattern: metacluster_1/pattern_18

Significance: 0.057993499999999996

Absent
plasmaB;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.027722399999999998

Absent
MN1;D;En

Pattern: metacluster_1/pattern_16

Significance: 0.0019285

Absent
GCN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 1.8585699999999999e-06

Absent
BL_CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_12

Significance: 2.4659999999999998e-06

Absent
CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_13

Significance: 8.75215e-07

Absent
wES;3rd_Rhmbmr;E8.5;A;GEO

Pattern: metacluster_0/pattern_10

Significance: 0.0103759

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

Pattern: metacluster_1/pattern_21

Significance: 0.00872759

Absent
wES;5th_Rhmbmr;E9.5;A;GEO

Pattern: metacluster_0/pattern_15

Significance: 0.0008176419999999999

/

Pattern: metacluster_0/pattern_22

Significance: 3.26508e-05

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

Pattern: metacluster_0/pattern_12

Significance: 0.00705909

/

Pattern: metacluster_0/pattern_22

Significance: 0.0369166

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

Pattern: metacluster_0/pattern_5

Significance: 0.0452741

Absent
wES;posterior;1;E9.5;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.000461543

Absent
wES;posterior;2;E9.5;A;GEO

Pattern: metacluster_0/pattern_9

Significance: 5.9100699999999995e-05

Absent
wES;posterior;1;E8.5;A;GEO

Pattern: metacluster_0/pattern_10

Significance: 0.00146082

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

Pattern: metacluster_0/pattern_8

Significance: 0.00013022

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

Pattern: metacluster_0/pattern_9

Significance: 0.000981448

Absent
wES.CRNL_NRL_CRST;E10.5;A;GEO

Pattern: metacluster_0/pattern_5

Significance: 0.0553877

Absent
G_NRN_P;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 1.3509399999999999e-06

Absent
Corticotrope;A;GEO

Pattern: metacluster_0/pattern_17

Significance: 0.019224

Absent
LNG;A;CL

Pattern: metacluster_1/pattern_20

Significance: 0.0201228

Absent
Heart;D;En

Pattern: metacluster_0/pattern_8

Significance: 0.0102324

Absent
BRN;OLFTRY_BLB;A;CL

Pattern: metacluster_0/pattern_13

Significance: 0.037097000000000005

Absent
LNG;8wks;D;GEO

Pattern: metacluster_0/pattern_21

Significance: 0.0503027

Absent
KDNY;P0;D;En

Pattern: metacluster_1/pattern_9

Significance: 0.058551099999999995

Absent
LNG;8wks;D;En

Pattern: metacluster_0/pattern_17

Significance: 0.0338861

Absent
Heart;8wks;D;En

Pattern: metacluster_0/pattern_11

Significance: 0.0175846

Absent
RTN;A;GEO

Pattern: metacluster_0/pattern_6

Significance: 8.63439e-08

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

Pattern: metacluster_0/pattern_4

Significance: 0.000552596

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

Pattern: metacluster_0/pattern_7

Significance: 0.05210599999999999

/

Pattern: metacluster_0/pattern_12

Significance: 9.9667e-07

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

Pattern: metacluster_0/pattern_4

Significance: 0.00678827

Absent
Unique Cell types only Homer finds Neurod1: #4

Cell typeModiscoHomer
KDNY;8wks;D;EnAbsent

Pattern: motif1.motif

Significance: 0.050917000000000004

NPC;Ch13;A;GEOAbsent

Pattern: motif13.motif

Significance: 0.0224112

wES;LNG;E14.5;D;EnAbsent

Pattern: motif13.motif

Significance: 0.037575300000000006

DP3a;A;CLAbsent

Pattern: motif12.motif

Significance: 0.0477485