In [1]:
# Parameters
data_name = "Ets2"
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 11:05:56,373 [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)
Ets2: Motif: M09074_2.00



Forward PWM

Reverse PWM

Shared Cell types both TF-MoDISco and Homer finds Ets2: #6

Cell typeModiscoHomer
T_MLD;TCR_SV40-I_CD8+;D35;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.0236976

Pattern: motif2.motif

Significance: 0.054945100000000004

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

Pattern: metacluster_0/pattern_1

Significance: 0.022872

Pattern: motif2.motif

Significance: 0.054265499999999994

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

Pattern: metacluster_1/pattern_0

Significance: 0.030644900000000003

Pattern: motif2.motif

Significance: 0.0273718

416B_MP;CD34+;D;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.0170516

Pattern: motif2.motif

Significance: 0.0439615

NCR+ILC3+IL23;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.026312000000000002

/

Pattern: metacluster_1/pattern_17

Significance: 0.0515815

Pattern: motif2.motif

Significance: 0.0515709

T_MLD;TCR_SV40-I_CD8+;D21;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.022193

Pattern: motif2.motif

Significance: 0.0543457

Unique Cell types only TF-MoDISco finds Ets2: #68

Cell typeModiscoHomer
proB;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0142324

Absent
preB;A;CL

Pattern: metacluster_1/pattern_21

Significance: 0.0414596

Absent
matureB;A;CL

Pattern: metacluster_0/pattern_17

Significance: 0.0429038

Absent
GC_B;A;CL

Pattern: metacluster_1/pattern_17

Significance: 0.0513383

Absent
aB_LPS+IL21;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.023244

Absent
aB_LSP+a_d_dextran;A;CL

Pattern: metacluster_0/pattern_0

Significance: 0.0332849

Absent
Mast;A;CL

Pattern: metacluster_0/pattern_11

Significance: 0.0441187

Absent
MEL_Znc_di-cl;24h;D;En

Pattern: metacluster_1/pattern_9

Significance: 0.00356581

Absent
Tfh;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.0289007

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

Pattern: metacluster_1/pattern_0

Significance: 0.033566399999999996

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

Pattern: metacluster_1/pattern_19

Significance: 0.016160499999999998

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

Pattern: metacluster_1/pattern_1

Significance: 0.026835200000000003

/

Pattern: metacluster_1/pattern_17

Significance: 0.056813

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

Pattern: metacluster_1/pattern_0

Significance: 0.031191900000000005

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

Pattern: metacluster_1/pattern_10

Significance: 0.043475099999999996

/

Pattern: metacluster_1/pattern_14

Significance: 0.0331126

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

Pattern: metacluster_1/pattern_14

Significance: 0.0506171

Absent
CD4+CD8intTCR+CD69+CD24+;MHC2defM;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.0364898

/

Pattern: metacluster_1/pattern_13

Significance: 0.0485541

/

Pattern: metacluster_1/pattern_16

Significance: 0.038875400000000004

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

Pattern: metacluster_1/pattern_0

Significance: 0.025258900000000004

Absent
DP;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.035203899999999996

Absent
DP3a;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.015902799999999998

Absent
DP3b;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.0201952

Absent
ES;MEF;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.039762599999999995

Absent
Adipose;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.021285299999999997

/

Pattern: metacluster_1/pattern_14

Significance: 0.04406090000000001

Absent
NRV;Eye-OPTC;A;CL

Pattern: metacluster_0/pattern_1

Significance: 0.0306348

Absent
BRN;MDL_OBLNGT;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.010816500000000001

Absent
gamma_delta_TCR;A;CL

Pattern: metacluster_1/pattern_19

Significance: 0.0384935

Absent
gamma_delta_TCR_MCR;A;CL

Pattern: metacluster_1/pattern_18

Significance: 0.058164999999999994

Absent
NK;IL2+IL12+;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0247564

Absent
NCR+ILC3;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.028755799999999998

/

Pattern: metacluster_1/pattern_17

Significance: 0.0352658

Absent
ILC1;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0314111

/

Pattern: metacluster_1/pattern_12

Significance: 0.0549746

Absent
ILC2;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.018305099999999998

Absent
Th2_nippo;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0284055

Absent
wCH12_drug;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.04289

Absent
CLP;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0216852

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

Pattern: metacluster_1/pattern_0

Significance: 0.021913

Absent
ILC1;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.028460500000000003

/

Pattern: metacluster_1/pattern_15

Significance: 0.0591745

Absent
ILC2;A;GEO

Pattern: metacluster_1/pattern_16

Significance: 0.0541135

Absent
ILC2_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.045338699999999996

Absent
ILC3_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.0257807

Absent
naiveT;CD8+;A;GEO

Pattern: metacluster_1/pattern_17

Significance: 0.05260940000000001

Absent
T_LCMV;CD8+;D8;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.0223856

Absent
T_LCMV;CD8+;D35;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.032926300000000006

Absent
TEff_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_17

Significance: 0.0455224

Absent
TExh_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.0289697

Absent
TSLEC_SPLND;CD8+A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.04308069999999999

Absent
naiveT;trnsgncTCR_SV40-I_CD8;A;GEO

Pattern: metacluster_0/pattern_1

Significance: 0.029629400000000004

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

Pattern: metacluster_1/pattern_1

Significance: 0.0548004

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

Pattern: metacluster_1/pattern_1

Significance: 0.032118799999999996

Absent
cntrl_memT;TCR_SV40-I_CD8+;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.0249976

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

Pattern: metacluster_1/pattern_1

Significance: 0.0226753

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

Pattern: metacluster_1/pattern_1

Significance: 0.027406299999999998

Absent
T_MLD;TCR_SV40-I_CD8+;D28;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.0313005

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

Pattern: metacluster_0/pattern_1

Significance: 0.0241887

Absent
memT_tmrD_lstr;TCR_SV40-I_CD8+;D35;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.032035900000000006

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

Pattern: metacluster_1/pattern_1

Significance: 0.022534000000000002

Absent
iNKT;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.0223162

Absent
B;B220_CD43;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.0224174

Absent
DC_LPS;6h;A;GEO

Pattern: metacluster_1/pattern_15

Significance: 0.0417296

Absent
BL_CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.028457999999999997

Absent
G_NRN_P;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.0435597

Absent
pCMP;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.045679000000000004

Absent
DC;A;En

Pattern: metacluster_1/pattern_16

Significance: 0.0499362

Absent
T_SPLND_blstCLTRD;CD4+;D;GEO

Pattern: metacluster_1/pattern_14

Significance: 0.055673

Absent
naiveT_SPLND;CD4+;D;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.0363093

Absent
apCD4Eff;D;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.0284235

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

Pattern: metacluster_0/pattern_9

Significance: 0.028952600000000002

Absent
Heart;P0;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.023005599999999998

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

Pattern: metacluster_1/pattern_1

Significance: 0.0239612

Absent
apTreg;8wk;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.0467125

Absent
Unique Cell types only Homer finds Ets2: #3

Cell typeModiscoHomer
ISP;A;CLAbsent

Pattern: motif2.motif

Significance: 0.048825400000000005

ILC2+IL33+IL25;A;GEOAbsent

Pattern: motif2.motif

Significance: 0.049632800000000005

416B;HMTP_SPNSN;CD34+;D;EnAbsent

Pattern: motif2.motif

Significance: 0.00338799