In [1]:
# Parameters
data_name = "Rest"
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 11:31:13,055 [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)
Rest: Motif: M08983_2.00



Forward PWM

Reverse PWM

Shared Cell types both TF-MoDISco and Homer finds Rest: #31

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

Pattern: metacluster_1/pattern_16

Significance: 9.9125e-21

Pattern: motif21.motif

Significance: 1.49864e-06

/

Pattern: motif27.motif

Significance: 0.000876735

wES;limb;E11.5;D;En

Pattern: metacluster_0/pattern_22

Significance: 6.57527e-18

/

Pattern: metacluster_0/pattern_24

Significance: 0.0244968

Pattern: motif18.motif

Significance: 2.1301100000000002e-05

wES;Fr_lmb;E11.5;D;En

Pattern: metacluster_1/pattern_18

Significance: 3.33727e-21

/

Pattern: metacluster_1/pattern_22

Significance: 0.0109536

Pattern: motif17.motif

Significance: 5.44494e-08

/

Pattern: motif23.motif

Significance: 0.00104381

wES;Hnd_lmb;E11.5;D;En

Pattern: metacluster_0/pattern_21

Significance: 1.41907e-18

Pattern: motif19.motif

Significance: 4.6341099999999996e-05

/

Pattern: motif22.motif

Significance: 0.000409326

/

Pattern: motif23.motif

Significance: 0.00521838

wES;FaceP;E14.5;D;En

Pattern: metacluster_0/pattern_26

Significance: 1.5625299999999998e-18

Pattern: motif23.motif

Significance: 6.3735e-05

/

Pattern: motif24.motif

Significance: 0.0111792

wES;FaceP;E11.5;D;En

Pattern: metacluster_1/pattern_16

Significance: 2.90807e-19

Pattern: motif14.motif

Significance: 2.85997e-08

/

Pattern: motif16.motif

Significance: 0.0009258210000000001

wES;NRL_Tube;E11.5;D;En

Pattern: metacluster_1/pattern_22

Significance: 3.03217e-15

Pattern: motif19.motif

Significance: 0.000323795

STMCH;P0;D;En

Pattern: metacluster_1/pattern_23

Significance: 1.51243e-15

Pattern: motif20.motif

Significance: 0.017159400000000002

AML;D;En

Pattern: metacluster_1/pattern_19

Significance: 3.2924300000000005e-16

Pattern: motif17.motif

Significance: 0.000262035

NIH3T3;D;En

Pattern: metacluster_1/pattern_17

Significance: 3.82201e-18

Pattern: motif13.motif

Significance: 9.41781e-07

3T3-L1;D;En

Pattern: metacluster_1/pattern_19

Significance: 3.0736099999999998e-21

Pattern: motif17.motif

Significance: 0.000497987

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

Pattern: metacluster_0/pattern_26

Significance: 0.00132582

/

Pattern: metacluster_0/pattern_27

Significance: 1.65286e-11

Pattern: motif23.motif

Significance: 0.039837

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

Pattern: metacluster_0/pattern_25

Significance: 2.66038e-13

/

Pattern: metacluster_0/pattern_26

Significance: 3.6721499999999996e-06

Pattern: motif23.motif

Significance: 4.79732e-05

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

Pattern: metacluster_0/pattern_27

Significance: 2.15941e-06

/

Pattern: metacluster_0/pattern_29

Significance: 8.83227e-14

Pattern: motif22.motif

Significance: 0.033621899999999996

npES;ZHBTC4;Brg1fl_fl;untreat;A;GEO

Pattern: metacluster_1/pattern_20

Significance: 0.0193919

/

Pattern: metacluster_1/pattern_22

Significance: 1.3584e-18

Pattern: motif17.motif

Significance: 6.58826e-05

pCMP;A;CL

Pattern: metacluster_1/pattern_18

Significance: 1.39161e-16

Pattern: motif15.motif

Significance: 0.000456666

/

Pattern: motif16.motif

Significance: 0.036318300000000005

ES;ZhBTc4;1;D;GEO

Pattern: metacluster_1/pattern_23

Significance: 1.03433e-17

/

Pattern: metacluster_1/pattern_25

Significance: 4.24076e-09

Pattern: motif14.motif

Significance: 0.0325033

/

Pattern: motif21.motif

Significance: 0.0302349

ES;D0;D;GEO

Pattern: metacluster_0/pattern_20

Significance: 4.45929e-15

Pattern: motif19.motif

Significance: 0.000584255

/

Pattern: motif25.motif

Significance: 0.0218546

NIH3T3_FBROBLST;D;GEO

Pattern: metacluster_1/pattern_18

Significance: 1.1984200000000001e-20

Pattern: motif20.motif

Significance: 0.000540597

NIH3T3_FBROBLST;D;En

Pattern: metacluster_1/pattern_19

Significance: 5.917780000000001e-19

Pattern: motif16.motif

Significance: 1.27313e-06

KDNY;P0;D;En

Pattern: metacluster_1/pattern_21

Significance: 9.74835e-18

Pattern: motif18.motif

Significance: 9.88938e-06

ES;F1216;A;GEO

Pattern: metacluster_0/pattern_17

Significance: 0.00411179

/

Pattern: metacluster_0/pattern_18

Significance: 1.87764e-18

Pattern: motif24.motif

Significance: 0.013324

LNG;P0;D;En

Pattern: metacluster_1/pattern_21

Significance: 1.24603e-17

Pattern: motif20.motif

Significance: 0.000993811

ES;v6.5;A;GEO

Pattern: metacluster_1/pattern_19

Significance: 5.32378e-17

Pattern: motif27.motif

Significance: 0.013034299999999999

wES;LNG;E14.5;D;En

Pattern: metacluster_1/pattern_17

Significance: 1.66887e-23

Pattern: motif19.motif

Significance: 9.201829999999999e-05

Heart;P0;D;En

Pattern: metacluster_1/pattern_21

Significance: 2.6423099999999998e-20

Pattern: motif18.motif

Significance: 0.0009464289999999999

wES;RTN;E11.5;D;En

Pattern: metacluster_0/pattern_29

Significance: 3.12079e-13

/

Pattern: metacluster_0/pattern_32

Significance: 2.94639e-06

Pattern: motif18.motif

Significance: 0.00017702

wES;MSDRM;E11.5;D;En

Pattern: metacluster_0/pattern_22

Significance: 2.63528e-16

Pattern: motif21.motif

Significance: 0.00122172

Muller;P12;D;En

Pattern: metacluster_1/pattern_21

Significance: 1.19397e-17

Pattern: motif17.motif

Significance: 0.000549431

wES;Hnd_BRN;E11.5;D;En

Pattern: metacluster_0/pattern_24

Significance: 5.77535e-14

/

Pattern: metacluster_0/pattern_25

Significance: 1.27247e-08

Pattern: motif23.motif

Significance: 0.000496569

wES;Md_BRN;E11.5;D;En

Pattern: metacluster_0/pattern_30

Significance: 4.23245e-15

Pattern: motif20.motif

Significance: 0.050535500000000004

Unique Cell types only TF-MoDISco finds Rest: #54

Cell typeModiscoHomer
MPP;A;CL

Pattern: metacluster_1/pattern_23

Significance: 6.37626e-14

Absent
aB;A;GEO

Pattern: metacluster_1/pattern_26

Significance: 2.50892e-16

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

Pattern: metacluster_1/pattern_21

Significance: 6.489899999999999e-19

Absent
A20;B-lymphoma;D;En

Pattern: metacluster_1/pattern_7

Significance: 7.756469999999999e-16

Absent
CH12.LX;D;En

Pattern: metacluster_1/pattern_18

Significance: 1.95532e-18

Absent
MEF.GATA-1-ER;D;En

Pattern: metacluster_1/pattern_17

Significance: 4.507630000000001e-16

Absent
AML;AE9a;A;GEO

Pattern: metacluster_1/pattern_18

Significance: 2.53468e-15

Absent
DC_LPS;6h;A;GEO

Pattern: metacluster_1/pattern_25

Significance: 6.688270000000001e-13

Absent
MEL;D;En

Pattern: metacluster_1/pattern_19

Significance: 4.2747800000000006e-16

Absent
ENDRM_ESD;A;GEO

Pattern: metacluster_1/pattern_18

Significance: 2.1304e-22

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

Pattern: metacluster_0/pattern_23

Significance: 6.9213100000000016e-18

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

Pattern: metacluster_1/pattern_19

Significance: 1.7087299999999998e-16

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

Pattern: metacluster_0/pattern_20

Significance: 1.5197e-14

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

Pattern: metacluster_0/pattern_23

Significance: 2.16586e-14

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

Pattern: metacluster_1/pattern_21

Significance: 1.62318e-11

/

Pattern: metacluster_1/pattern_22

Significance: 0.000676255

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

Pattern: metacluster_0/pattern_22

Significance: 4.39069e-17

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

Pattern: metacluster_0/pattern_25

Significance: 2.627e-15

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

Pattern: metacluster_0/pattern_22

Significance: 1.60594e-12

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

Pattern: metacluster_0/pattern_25

Significance: 1.4192600000000001e-15

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

Pattern: metacluster_0/pattern_17

Significance: 1.6577799999999998e-12

Absent
NPC;G4;A;GEO

Pattern: metacluster_1/pattern_25

Significance: 4.35785e-11

Absent
NPC;Ch13;A;GEO

Pattern: metacluster_1/pattern_21

Significance: 1.0704200000000001e-13

Absent
NPC;mE6;A;GEO

Pattern: metacluster_1/pattern_18

Significance: 4.7527999999999994e-14

Absent
DP3a;A;CL

Pattern: metacluster_1/pattern_18

Significance: 1.01691e-15

Absent
DP3b;A;CL

Pattern: metacluster_1/pattern_17

Significance: 1.3421099999999999e-13

Absent
ES;E14;A;CL

Pattern: metacluster_1/pattern_21

Significance: 2.54589e-11

/

Pattern: metacluster_1/pattern_22

Significance: 5.80782e-11

Absent
ES;ZhBTc4;untreated;A;GEO

Pattern: metacluster_1/pattern_22

Significance: 3.88784e-15

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

Pattern: metacluster_0/pattern_26

Significance: 1.36496e-13

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

Pattern: metacluster_0/pattern_20

Significance: 1.85251e-15

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

Pattern: metacluster_0/pattern_22

Significance: 4.89159e-15

/

Pattern: metacluster_0/pattern_25

Significance: 0.000301331

Absent
MegEP;A;CL

Pattern: metacluster_1/pattern_16

Significance: 3.3398e-16

Absent
MegP;A;En

Pattern: metacluster_1/pattern_19

Significance: 1.69377e-15

/

Pattern: metacluster_1/pattern_22

Significance: 1.27153e-06

Absent
NRV;Eye-OPTC;A;CL

Pattern: metacluster_0/pattern_20

Significance: 0.0292877

Absent
pGMP;A;En

Pattern: metacluster_1/pattern_14

Significance: 3.65622e-16

Absent
ES;ZhBTc4;2;D;GEO

Pattern: metacluster_1/pattern_18

Significance: 1.91445e-20

Absent
LNG_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_19

Significance: 6.54185e-13

Absent
apTreg;D;GEO

Pattern: metacluster_1/pattern_7

Significance: 1.51099e-14

Absent
416B_MP;CD34+;D;GEO

Pattern: metacluster_1/pattern_21

Significance: 1.4250700000000001e-19

Absent
ES;129S1_SVImJ_CJ7;D;En

Pattern: metacluster_1/pattern_16

Significance: 6.933060000000001e-18

Absent
ES;E14;D;En

Pattern: metacluster_1/pattern_17

Significance: 2.3787600000000004e-21

Absent
ES;C57BL_6J;R1;D;En

Pattern: metacluster_1/pattern_23

Significance: 1.57909e-14

/

Pattern: metacluster_1/pattern_25

Significance: 0.00072303

Absent
CLP;A;CL

Pattern: metacluster_1/pattern_20

Significance: 1.80535e-15

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

Pattern: metacluster_1/pattern_19

Significance: 1.42325e-18

Absent
ES;J1;A;CL

Pattern: metacluster_1/pattern_20

Significance: 7.641609999999999e-13

Absent
ES;E14;A;GEO

Pattern: metacluster_0/pattern_26

Significance: 2.3824700000000002e-18

Absent
LVR;P0;D;En

Pattern: metacluster_1/pattern_20

Significance: 2.61357e-13

Absent
ES;129SV_Jae_C57BL6J;A;GEO

Pattern: metacluster_1/pattern_19

Significance: 2.89986e-13

/

Pattern: metacluster_1/pattern_20

Significance: 0.0590962

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

Pattern: metacluster_1/pattern_20

Significance: 1.85178e-16

Absent
apThEff;CD4+;8wks;D;En.

Pattern: metacluster_1/pattern_6

Significance: 1.11399e-11

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

Pattern: metacluster_1/pattern_22

Significance: 3.23615e-12

Absent
apTreg;8wk;D;En

Pattern: metacluster_1/pattern_7

Significance: 1.16533e-15

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

Pattern: metacluster_1/pattern_16

Significance: 2.3995300000000004e-17

Absent
416B_MP;CD34+;D;En

Pattern: metacluster_1/pattern_22

Significance: 8.17775e-16

Absent
immatureB_SPLND;CD43-_CD11b-;D;En

Pattern: metacluster_1/pattern_5

Significance: 8.12203e-17

Absent
No Cell types only Homer finds Rest