In [1]:
# Parameters
data_name = "Batf3"
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 10:58:59,273 [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)
Batf3: Motif: M08826_2.00



Forward PWM

Reverse PWM

Shared Cell types both TF-MoDISco and Homer finds Batf3: #3

Cell typeModiscoHomer
aB;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.0042005

/

Pattern: metacluster_1/pattern_19

Significance: 7.52788e-10

Pattern: motif14.motif

Significance: 0.031011700000000003

memT;CD4+;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.00175196

Pattern: motif12.motif

Significance: 0.0174142

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

Pattern: metacluster_1/pattern_3

Significance: 0.00612312

Pattern: motif10.motif

Significance: 0.0480959

Unique Cell types only TF-MoDISco finds Batf3: #120

Cell typeModiscoHomer
MPP;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.039004199999999996

Absent
naiveCD8;A;CL

Pattern: metacluster_0/pattern_5

Significance: 0.00905231

Absent
Th17;CD4+;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.0010854

Absent
LRG_INTSTN;8wks;D;En

Pattern: metacluster_1/pattern_14

Significance: 0.0160827

Absent
MZ_B;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.017969799999999998

Absent
3134_mammaryADNCRCNM;D;En

Pattern: metacluster_0/pattern_13

Significance: 0.024149599999999997

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

Pattern: metacluster_1/pattern_10

Significance: 0.00443425

Absent
aB_LSP+a_d_dextran;A;CL

Pattern: metacluster_0/pattern_5

Significance: 0.0005101109999999999

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

Pattern: metacluster_1/pattern_12

Significance: 0.0350946

Absent
MEL_Znc_di-cl;24h;D;En

Pattern: metacluster_1/pattern_7

Significance: 0.011320100000000001

Absent
BSPHL;A;CL

Pattern: metacluster_1/pattern_9

Significance: 0.0568178

Absent
NIH3T3;D;En

Pattern: metacluster_1/pattern_16

Significance: 0.0599128

Absent
ESNPHL_SPLND_BlbCA;CL

Pattern: metacluster_0/pattern_10

Significance: 0.0274159

Absent
NTRPHL;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.00656011

Absent
Tfh_LCMV;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.00111255

Absent
Tfh;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.00205562

Absent
Tfh_mut;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.0104521

Absent
aNonTfh;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.0101719

Absent
aNonTfh_mut;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.012117000000000001

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

Pattern: metacluster_1/pattern_3

Significance: 0.00265205

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

Pattern: metacluster_1/pattern_5

Significance: 0.00657024

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

Pattern: metacluster_1/pattern_3

Significance: 0.039433800000000005

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

Pattern: metacluster_1/pattern_6

Significance: 0.022015

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

Pattern: metacluster_1/pattern_6

Significance: 0.00371769

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

Pattern: metacluster_1/pattern_6

Significance: 0.00645676

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

Pattern: metacluster_1/pattern_5

Significance: 0.00347282

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

Pattern: metacluster_1/pattern_5

Significance: 0.0107084

Absent
MTR_NRN_MN1;methyl3;D;En

Pattern: metacluster_0/pattern_22

Significance: 0.0475859

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

Pattern: metacluster_1/pattern_5

Significance: 0.00279818

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

Pattern: metacluster_1/pattern_3

Significance: 0.010358599999999999

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

Pattern: metacluster_1/pattern_5

Significance: 0.010251799999999998

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

Pattern: metacluster_1/pattern_4

Significance: 0.00468409

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

Pattern: metacluster_1/pattern_3

Significance: 0.00565088

Absent
DC_BMD;A;CL

Pattern: metacluster_1/pattern_4

Significance: 0.00784463

Absent
Erythroblast;A;CL

Pattern: metacluster_1/pattern_16

Significance: 0.046155400000000006

Absent
DP;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.00287901

Absent
DP3a;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.0339591

Absent
DP3b;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.010110899999999999

Absent
ISP;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.0441991

Absent
SML_INTSTN;A;CL

Pattern: metacluster_0/pattern_14

Significance: 0.0347402

Absent
LRG_INTSTN;A;CL

Pattern: metacluster_0/pattern_7

Significance: 0.0109256

Absent
Adipose;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.0384096

Absent
MN1;D;En

Pattern: metacluster_1/pattern_13

Significance: 0.035472500000000004

Absent
SPNL_CHRD;A;CL

Pattern: metacluster_1/pattern_20

Significance: 0.0113863

Absent
PNCRS;A;CL

Pattern: metacluster_0/pattern_9

Significance: 0.0481532

Absent
BRN;CRBLM;A;CL

Pattern: metacluster_0/pattern_13

Significance: 0.0348466

Absent
LNG_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.023705700000000003

Absent
NK;IL2+IL12+;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.00296611

Absent
ILC2precrsr;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.00215208

Absent
NCR+ILC3;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.00248434

Absent
ILC2_Nippo;A;CL

Pattern: metacluster_1/pattern_3

Significance: 0.00128978

Absent
ILC1;A;CL

Pattern: metacluster_1/pattern_5

Significance: 0.013227200000000001

Absent
NCR+ILC3+IL23;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.0238576

Absent
3T3-L1;D;En

Pattern: metacluster_1/pattern_16

Significance: 0.013690899999999999

Absent
CH12_QNTPLE;A;CL

Pattern: metacluster_1/pattern_7

Significance: 0.0007510539999999999

Absent
CH12;med14;A;CL

Pattern: metacluster_1/pattern_6

Significance: 0.00899793

Absent
wCH12_drug;A;CL

Pattern: metacluster_1/pattern_8

Significance: 0.00114667

Absent
mem_precrsrT_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.00307603

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

Pattern: metacluster_1/pattern_5

Significance: 0.00387051

Absent
NTRPHL;A;GEO

Pattern: metacluster_0/pattern_13

Significance: 0.045741199999999996

Absent
Mammary_GLND;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 0.0580379

Absent
ILC2+IL33+IL25;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.00142269

Absent
ILC1;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.00341544

Absent
ILC2;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.0059985

Absent
ILC3;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.031317700000000004

Absent
ILC1_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.029756900000000003

Absent
ILC2_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 0.00640567

Absent
ILC3_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.012578200000000001

Absent
naiveT;CD8+;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.00471693

Absent
T_LCMV;CD8+;D8;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.00363282

Absent
T_LCMV;CD8+;D33;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.00450349

Absent
T_LCMV;CD8+;D35;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.00144046

Absent
TEff_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.00700737

Absent
TExh_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.00578849

Absent
TSLEC_SPLND;CD8+A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.00667745

Absent
naiveT;trnsgncTCR_SV40-I_CD8;A;GEO

Pattern: metacluster_0/pattern_4

Significance: 0.0542256

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

Pattern: metacluster_1/pattern_2

Significance: 0.0168395

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

Pattern: metacluster_1/pattern_4

Significance: 0.00861912

Absent
cntrl_memT;TCR_SV40-I_CD8+;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.0126089

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

Pattern: metacluster_1/pattern_4

Significance: 0.00134089

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

Pattern: metacluster_1/pattern_3

Significance: 0.00218338

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

Pattern: metacluster_1/pattern_2

Significance: 0.0102056

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

Pattern: metacluster_1/pattern_3

Significance: 0.00991953

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

Pattern: metacluster_1/pattern_3

Significance: 0.00978371

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

Pattern: metacluster_0/pattern_3

Significance: 0.0143447

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

Pattern: metacluster_1/pattern_3

Significance: 0.0133523

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

Pattern: metacluster_0/pattern_3

Significance: 0.00109006

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

Pattern: metacluster_1/pattern_2

Significance: 0.00864754

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

Pattern: metacluster_1/pattern_3

Significance: 0.00307951

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

Pattern: metacluster_1/pattern_3

Significance: 0.00856597

Absent
iNKT;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.015808700000000002

Absent
prePLSM_B;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 0.0121116

Absent
B;B220_CD43;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.0222835

Absent
AML;AE9a;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.00725034

Absent
DC_LPS;2h;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 0.0382889

Absent
BL_CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_19

Significance: 0.0234885

Absent
CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_17

Significance: 0.0122414

Absent
ThMS_MEC;Aire++;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.029606

Absent
Corticotrope;A;GEO

Pattern: metacluster_0/pattern_15

Significance: 0.0444772

Absent
Melanotrope;A;GEO

Pattern: metacluster_0/pattern_10

Significance: 0.0435129

Absent
MegEP;A;CL

Pattern: metacluster_1/pattern_12

Significance: 0.007534000000000001

Absent
pErythroblast;A;En

Pattern: metacluster_1/pattern_13

Significance: 0.0188819

Absent
NIH3T3_FBROBLST;D;GEO

Pattern: metacluster_1/pattern_16

Significance: 0.00203461

Absent
3134_mammaryADNCRCNM;D;GE

Pattern: metacluster_1/pattern_16

Significance: 0.00577165

/

Pattern: metacluster_1/pattern_20

Significance: 0.0365754

Absent
T_SPLND_blstCLTRD;CD4+;D;GEO

Pattern: metacluster_1/pattern_5

Significance: 0.00832871

Absent
naiveT_SPLND;CD4+;D;GEO

Pattern: metacluster_1/pattern_11

Significance: 0.00890508

Absent
Treg;CD4+_CD25+;D;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.0213246

Absent
apCD4Eff;D;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.00728942

Absent
apTreg;D;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.0360824

/

Pattern: metacluster_1/pattern_4

Significance: 0.00189355

Absent
416B_MP;CD34+;D;GEO

Pattern: metacluster_1/pattern_8

Significance: 0.00236096

Absent
FBRBLST;8wks;D;En

Pattern: metacluster_1/pattern_20

Significance: 0.0415464

Absent
3T3-L1;FBRBLST;D;En

Pattern: metacluster_1/pattern_16

Significance: 0.015348400000000002

Absent
KDNY;8wks;D;En

Pattern: metacluster_1/pattern_17

Significance: 0.054162300000000003

Absent
LVR;8wks;D;En

Pattern: metacluster_0/pattern_17

Significance: 0.049810900000000005

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

Pattern: metacluster_1/pattern_2

Significance: 0.0138506

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

Pattern: metacluster_1/pattern_3

Significance: 0.00879376

Absent
apTreg;8wk;D;En

Pattern: metacluster_1/pattern_3

Significance: 0.0590679

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

Pattern: metacluster_1/pattern_15

Significance: 0.0207493

Absent
416B_MP;CD34+;D;En

Pattern: metacluster_1/pattern_8

Significance: 0.00574113

Absent
Muller;P12;D;En

Pattern: metacluster_1/pattern_16

Significance: 0.054465099999999995

Absent
No Cell types only Homer finds Batf3