In [1]:
# Parameters
data_name = "Lef1"
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 11:16:49,531 [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)
Lef1: Motif: M00200_2.00



Forward PWM

Reverse PWM

Shared Cell types both TF-MoDISco and Homer finds Lef1: #4

Cell typeModiscoHomer
ISP;A;CL

Pattern: metacluster_1/pattern_15

Significance: 3.9221e-06

Pattern: motif19.motif

Significance: 0.0382992

ES;E14;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.0251102

/

Pattern: metacluster_1/pattern_3

Significance: 0.00559571

/

Pattern: metacluster_1/pattern_10

Significance: 2.5377e-09

Pattern: motif7.motif

Significance: 0.0101831

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

Pattern: metacluster_1/pattern_11

Significance: 0.0317892

Pattern: motif17.motif

Significance: 0.0166305

ENDRM_ESD;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.00580466

Pattern: motif9.motif

Significance: 0.00535713

Unique Cell types only TF-MoDISco finds Lef1: #67

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

Pattern: metacluster_1/pattern_18

Significance: 0.0549586

Absent
naiveCD8;A;CL

Pattern: metacluster_0/pattern_13

Significance: 9.63546e-06

Absent
memT;CD4+;A;CL

Pattern: metacluster_1/pattern_13

Significance: 1.39211e-05

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

Pattern: metacluster_0/pattern_16

Significance: 1.9218999999999998e-08

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

Pattern: metacluster_0/pattern_11

Significance: 0.054687400000000004

/

Pattern: metacluster_0/pattern_15

Significance: 2.67719e-07

/

Pattern: metacluster_0/pattern_22

Significance: 0.0217122

/

Pattern: metacluster_0/pattern_23

Significance: 0.0375583

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

Pattern: metacluster_1/pattern_2

Significance: 0.0337444

Absent
Tfh_LCMV;A;CL

Pattern: metacluster_1/pattern_16

Significance: 0.00529201

/

Pattern: metacluster_1/pattern_18

Significance: 9.40481e-07

Absent
aNonTfh;A;CL

Pattern: metacluster_1/pattern_18

Significance: 0.049058

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

Pattern: metacluster_1/pattern_12

Significance: 1.22067e-06

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

Pattern: metacluster_1/pattern_15

Significance: 0.000421835

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

Pattern: metacluster_1/pattern_17

Significance: 4.43717e-08

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

Pattern: metacluster_1/pattern_15

Significance: 0.0263788

/

Pattern: metacluster_1/pattern_16

Significance: 0.00388673

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

Pattern: metacluster_1/pattern_13

Significance: 0.00119393

/

Pattern: metacluster_1/pattern_14

Significance: 0.00716808

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

Pattern: metacluster_1/pattern_12

Significance: 5.61492e-06

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

Pattern: metacluster_1/pattern_10

Significance: 2.05222e-06

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

Pattern: metacluster_1/pattern_16

Significance: 3.2159199999999997e-06

Absent
DP3b;A;CL

Pattern: metacluster_1/pattern_8

Significance: 3.81298e-07

Absent
placenta;A;CL

Pattern: metacluster_0/pattern_11

Significance: 0.0372886

Absent
gamma_delta_TCR;A;CL

Pattern: metacluster_1/pattern_21

Significance: 0.00321132

Absent
ES;J1;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.0368573

/

Pattern: metacluster_1/pattern_5

Significance: 0.0327337

Absent
ES;E14;A;GEO

Pattern: metacluster_0/pattern_5

Significance: 0.0309372

/

Pattern: metacluster_0/pattern_19

Significance: 0.038042599999999996

Absent
ES;F1216;A;GEO

Pattern: metacluster_0/pattern_6

Significance: 0.0406816

/

Pattern: metacluster_0/pattern_7

Significance: 0.00275747

Absent
ES;129SV_Jae_C57BL6J;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.030416200000000004

/

Pattern: metacluster_1/pattern_6

Significance: 0.0020829999999999998

Absent
ES;v6.5;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.0226752

/

Pattern: metacluster_1/pattern_16

Significance: 0.032394900000000004

Absent
iNKT;A;GEO

Pattern: metacluster_1/pattern_17

Significance: 0.0468047

Absent
npES;3rd_Rhmbmr_delA;E8.5;A;GEO

Pattern: metacluster_0/pattern_2

Significance: 0.0226635

/

Pattern: metacluster_0/pattern_17

Significance: 0.0218993

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

Pattern: metacluster_0/pattern_1

Significance: 0.0200703

/

Pattern: metacluster_0/pattern_17

Significance: 0.0381952

Absent
npES;3rd_Rhmbmr_delC;E8.5;A;GEO

Pattern: metacluster_0/pattern_1

Significance: 0.021089300000000002

/

Pattern: metacluster_0/pattern_16

Significance: 0.0455384

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

Pattern: metacluster_1/pattern_2

Significance: 0.023253700000000002

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

Pattern: metacluster_0/pattern_3

Significance: 0.0169918

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

Pattern: metacluster_0/pattern_3

Significance: 0.0224196

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

Pattern: metacluster_0/pattern_3

Significance: 0.0327664

/

Pattern: metacluster_0/pattern_17

Significance: 0.0176712

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

Pattern: metacluster_1/pattern_4

Significance: 0.0334856

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

Pattern: metacluster_0/pattern_3

Significance: 0.0195718

/

Pattern: metacluster_0/pattern_15

Significance: 0.0286616

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

Pattern: metacluster_0/pattern_3

Significance: 0.0192572

/

Pattern: metacluster_0/pattern_24

Significance: 0.038624

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

Pattern: metacluster_0/pattern_3

Significance: 0.00946596

/

Pattern: metacluster_0/pattern_13

Significance: 0.04924269999999999

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

Pattern: metacluster_0/pattern_3

Significance: 0.0314126

/

Pattern: metacluster_0/pattern_21

Significance: 0.0239989

Absent
BCK_SKN;A;GEO

Pattern: metacluster_0/pattern_22

Significance: 2.50432e-05

/

Pattern: metacluster_0/pattern_23

Significance: 0.00394355

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

Pattern: metacluster_0/pattern_18

Significance: 0.024550799999999998

Absent
iVIP_NRN;A;GEO

Pattern: metacluster_1/pattern_18

Significance: 0.0203435

/

Pattern: metacluster_1/pattern_24

Significance: 0.057413599999999995

Absent
G_NRN_P;A;GEO

Pattern: metacluster_1/pattern_17

Significance: 0.0133885

Absent
ES;ZhBTc4;untreated;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.00361921

/

Pattern: metacluster_1/pattern_5

Significance: 0.0402754

Absent
npES;ZHBTC4;doxyc;treat;A;GEO

Pattern: metacluster_0/pattern_5

Significance: 0.027056200000000002

Absent
npES;ZHBTC4;Brg1fl_fl;untreat;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.0216268

/

Pattern: metacluster_1/pattern_11

Significance: 0.013658400000000001

/

Pattern: metacluster_1/pattern_21

Significance: 0.0346939

Absent
ES;JM8.N4;Asynch;A;GEO

Pattern: metacluster_0/pattern_10

Significance: 0.05777480000000001

Absent
ES;JM8.N4;Mitosis;A;GEO

Pattern: metacluster_0/pattern_7

Significance: 0.00191756

Absent
ES;ZhBTc4;1;D;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.0403566

Absent
ES;ZhBTc4;2;D;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.0304483

/

Pattern: metacluster_1/pattern_5

Significance: 0.024765799999999998

Absent
ES;D0;D;GEO

Pattern: metacluster_0/pattern_9

Significance: 7.47914e-05

Absent
apCD4Eff;D;GEO

Pattern: metacluster_1/pattern_17

Significance: 2.22035e-06

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

Pattern: metacluster_0/pattern_6

Significance: 0.0412411

Absent
ES;129S1_SVImJ_CJ7;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.018874099999999998

Absent
ES;E14;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.020455200000000003

/

Pattern: metacluster_1/pattern_5

Significance: 0.00013363899999999999

Absent
ES;C57BL_6J;R1;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.039163699999999996

/

Pattern: metacluster_1/pattern_19

Significance: 0.025347900000000003

Absent
KDNY;P0;D;En

Pattern: metacluster_1/pattern_23

Significance: 0.0292539

Absent
Adipose;D;En

Pattern: metacluster_0/pattern_19

Significance: 0.0557916

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

Pattern: metacluster_0/pattern_5

Significance: 0.030324

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

Pattern: metacluster_0/pattern_11

Significance: 0.0567341

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

Pattern: metacluster_0/pattern_8

Significance: 0.037714599999999994

Absent
Fr_BRN;P0;D;En

Pattern: metacluster_1/pattern_6

Significance: 0.043057599999999994

Absent
Hnd_BRN;P0;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.0187926

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

Pattern: metacluster_0/pattern_2

Significance: 0.0363779

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

Pattern: metacluster_0/pattern_4

Significance: 0.0255255

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

Pattern: metacluster_0/pattern_2

Significance: 0.016317500000000002

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

Pattern: metacluster_0/pattern_3

Significance: 0.0369315

Absent
Md_BRN;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.0183767

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

Pattern: metacluster_1/pattern_3

Significance: 0.0598275

Absent
Unique Cell types only Homer finds Lef1: #2

Cell typeModiscoHomer
NPC;F129;A;GEOAbsent

Pattern: motif14.motif

Significance: 0.0596447

CD4+CD8+TCR+CD69-CD24-;MHC2defM;A;CLAbsent

Pattern: motif14.motif

Significance: 0.0348726