# Parameters
data_name = "Batf"
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
from matlas.reports import collect_motifDB_to_be_displayed, display_comparative_cell_types
load data from labcluster
Using TensorFlow backend. 2019-08-23 10:58:26,564 [WARNING] git-lfs not installed
homer_matches, modisco_matches = collect_motifDB_to_be_displayed(task_idxs, homer_root, modisco_root,
overwrite=False)
TF-MoDISco is using the TensorFlow backend.
display_comparative_cell_types(data_name, homer_matches, modisco_matches)
Cell type | Modisco | Homer |
---|---|---|
memT;CD4+;A;CL |
Significance: 0.0110899 |
Significance: 0.0157945 |
Th17;CD4+;A;CL |
Significance: 0.00724026 |
Significance: 0.00262531 |
BSPHL;A;CL |
Significance: 0.00189467 |
Significance: 1.43431e-05 |
ESNPHL_ex-vivo_BlbC;A;CL |
Significance: 0.014153200000000001 |
Significance: 0.014225100000000001 |
NTRPHL;A;CL |
Significance: 0.00385253 |
Significance: 0.0389041 |
Tfr;CD4+CD44+CXCR5+PD1+CD25+;A;CL |
Significance: 0.00319961 |
Significance: 0.00241682 |
DC_BMD;A;CL |
Significance: 0.0245232 |
Significance: 0.00581813 |
MCRPHG;A;CL |
Significance: 0.0190062 |
Significance: 5.33401e-05 |
Erythroblast;A;CL |
Significance: 0.0564226 |
Significance: 0.0167354 |
ES;MEF;A;CL |
Significance: 0.0191954 |
Significance: 2.54833e-06 |
SML_INTSTN;A;CL |
Significance: 0.0129664 |
Significance: 0.00216133 |
Heart;D;En |
Significance: 0.00864737 |
Significance: 0.00169639 |
Adrenal;A;CL |
Significance: 0.00926251 |
Significance: 0.059126599999999994 |
placenta;A;CL |
Significance: 0.026085900000000002 |
Significance: 0.00879996 |
BRN;OLFTRY_BLB;A;CL |
Significance: 0.0462009 |
Significance: 0.000539771 |
BRN;FRNTL_CRTX;A;CL |
Significance: 0.019165099999999997 |
Significance: 0.00409738 |
BRN;PTMN;A;CL |
Significance: 0.0107691 |
Significance: 0.000125079 |
BRN;SNSR_MTR_CRTX;A;CL |
Significance: 0.00972455 |
Significance: 0.0436834 |
gamma_delta_TCR;A;CL |
Significance: 0.00354431 |
Significance: 0.00809125 |
gamma_delta_TCR_MCR;A;CL |
Significance: 0.015037299999999998 |
Significance: 0.0131554 |
gamma_delta_TCR_M-S-;A;CL |
Significance: 0.015404399999999999 |
Significance: 0.00509849 |
NK;IL2+IL12+;A;CL |
Significance: 0.00694773 |
Significance: 0.0242525 |
NCR+ILC3;A;CL |
Significance: 0.00991624 |
Significance: 0.0291673 |
ILC2_Nippo;A;CL |
Significance: 0.0330893 |
Significance: 0.000120915 |
NCR+ILC3+IL23;A;CL |
Significance: 0.013274000000000001 |
Significance: 0.0306398 |
ILC2;A;CL |
Significance: 0.00250732 |
Significance: 0.04992 |
Th2_nippo;A;CL |
Significance: 0.0105692 |
Significance: 0.03807990000000001 |
aB_LPS+IL4+Oligomycin_24h;A;CL |
Significance: 0.010957999999999999 |
Significance: 0.00456624 |
wCH12_drug;A;CL |
Significance: 0.0153143 |
Significance: 0.00276957 |
ES;v6.5;A;GEO |
Significance: 0.00195895 |
Significance: 0.043443199999999994 |
Mammary_GLND;A;GEO |
Significance: 0.00364207 |
Significance: 0.013877100000000002 |
ILC2+IL33+IL25;A;GEO |
Significance: 0.00399461 |
Significance: 0.00392832 |
ILC1;A;GEO |
Significance: 0.0119029 |
Significance: 0.0111996 |
ILC2;A;GEO |
Significance: 0.0114605 |
Significance: 0.0117203 |
ILC3;A;GEO |
Significance: 0.0237488 |
Significance: 0.0186605 |
ILC1_AbxGRMFree;A;GEO |
Significance: 0.00355447 |
Significance: 0.0545207 |
ILC3_AbxGRMFree;A;GEO |
Significance: 0.0423167 |
Significance: 0.00997144 |
T_LCMV;CD8+;D35;A;GEO |
Significance: 0.00626168 |
Significance: 0.0487108 |
TSLEC_SPLND;CD8+A;GEO |
Significance: 0.0113485 |
Significance: 0.0372032 |
T_MLD;TCR_SV40-I_CD8+;D5;A;GEO |
Significance: 0.0287367 |
Significance: 0.00269417 |
T_MLD;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.0261868 |
Significance: 0.0231952 |
T_MLD;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.0224787 |
Significance: 0.0177972 |
memT_tmrD_lstr;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.00839521 |
Significance: 0.00346375 |
memT_tmrD_lstr;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.0130638 |
Significance: 0.0163414 |
memT_tmrD;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.020177 |
Significance: 0.0376958 |
memT_tmrD;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.049866 |
Significance: 0.0165759 |
aB;A;GEO |
Significance: 0.0042005 |
Significance: 0.0139418 |
MCRPHG_BMD.UnStmltd;A;GEO |
Significance: 0.000971156 |
Significance: 0.00563559 |
MCRPHG_BMD.LPD_Stmltd;A;GEO |
Significance: 0.00580976 |
Significance: 8.91274e-05 |
Erythroid;Ter119+;A;GEO |
Significance: 0.00787801 |
Significance: 0.0391424 |
AML;AE9a;A;GEO |
Significance: 0.0574342 |
Significance: 0.059772000000000006 |
DC_LPS;6h;A;GEO |
Significance: 0.00459879 |
Significance: 2.00973e-05 |
DC_LPS;2h;A;GEO |
Significance: 0.00763066 |
Significance: 8.791569999999999e-06 |
DC_pBMD;A;GEO |
Significance: 0.0030714 |
Significance: 0.0055255 |
SKN_EPTHL;A;GEO |
Significance: 0.0018128 |
Significance: 0.0008396339999999999 |
BCK_SKN;A;GEO |
Significance: 0.0142571 |
Significance: 0.0350274 |
ePyramidal_NRN;A;GEO |
Significance: 0.00846185 |
Significance: 0.024734 |
iPV_NRN;A;GEO |
Significance: 0.00552953 |
Significance: 0.000218238 |
eCortical_NRN;A;GEO |
Significance: 0.0120664 |
Significance: 5.499310000000001e-05 |
ThMS_MEC;Aire++;A;GEO |
Significance: 0.05944730000000001 |
Significance: 0.013287 |
Corticotrope;A;GEO |
Significance: 0.00962941 |
Significance: 0.00544945 |
Melanotrope;A;GEO |
Significance: 0.0173702 |
Significance: 0.00110461 |
Mammary_BptfKO;A;GEO |
Significance: 0.017290299999999998 |
Significance: 0.000153482 |
EPP;A;En |
Significance: 0.0549944 |
Significance: 0.0289933 |
pErythroblast;A;En |
Significance: 0.0586024 |
Significance: 0.023157499999999998 |
MegP;A;En |
Significance: 0.0591616 |
Significance: 0.0162154 |
pCMP;A;CL |
Significance: 0.053401199999999996 |
Significance: 0.01646 |
DC_LPS;4h;A;En |
Significance: 0.000480034 |
Significance: 0.006217800000000001 |
DC;A;En |
Significance: 0.00296889 |
Significance: 3.6869800000000003e-06 |
ES;ZhBTc4;1;D;GEO |
Significance: 0.0389204 |
Significance: 0.05522080000000001 |
NIH3T3_FBROBLST;D;GEO |
Significance: 0.0143132 |
Significance: 2.34245e-05 |
LNG;8wks;D;GEO |
Significance: 0.011076700000000002 |
Significance: 0.0085653 |
3134_mammaryADNCRCNM;D;GE |
Significance: 0.0364665 |
Significance: 6.42704e-05 |
T_SPLND_blstCLTRD;CD4+;D;GEO |
Significance: 0.00969039 |
Significance: 0.0177399 |
416B_MP;CD34+;D;GEO |
Significance: 0.00267287 |
Significance: 0.026408299999999996 |
WHL_BRN;8wks;D;GEO |
Significance: 0.013296 |
Significance: 0.000139027 |
NIH3T3_FBROBLST;D;En |
Significance: 0.030193900000000003 |
Significance: 2.25406e-06 |
FBRBLST;8wks;D;En |
Significance: 0.014132599999999999 |
Significance: 1.1038800000000002e-05 |
3T3-L1;FBRBLST;D;En |
Significance: 0.0058528 |
Significance: 1.63718e-05 |
wES;LVR;E11.5;D.;En |
Significance: 0.0100847 |
Significance: 0.013079399999999998 |
LNG;8wks;D;En |
Significance: 0.00530904 |
Significance: 0.000632418 |
LNG;P0;D;En |
Significance: 0.0240956 |
Significance: 0.00206548 |
Heart;P0;D;En |
Significance: 0.020496 |
Significance: 0.00233248 |
Adipocyte_3T3-L1D;C57BL6;D8;D;En |
Significance: 0.00706767 |
Significance: 0.00298737 |
Adipose;D;En |
Significance: 0.0102906 |
Significance: 0.000197449 |
EP;c-kit+CD71+Ter119+;D;En |
Significance: 0.0521487 |
Significance: 0.016252799999999998 |
416B_MP;CD34+;D;En |
Significance: 0.00744184 |
Significance: 1.74665e-05 |
Muller;P12;D;En |
Significance: 0.012878200000000001 |
Significance: 0.00954666 |
WHL_BRN;8wks;D;En |
Significance: 0.00787046 |
Significance: 1.88313e-05 |
wES;Telenchephalon;D;En |
Significance: 0.012919299999999998 |
Significance: 0.000493403 |
LRG_INTSTN;8wks;D;En |
Significance: 0.00684359 |
Significance: 0.0037941000000000003 |
STMCH;P0;D;En |
Significance: 0.0174291 |
Significance: 0.0175646 |
SKLTL_Muscle;8wks;D;En |
Significance: 0.000443251 |
Significance: 0.0125506 |
3134_mammaryADNCRCNM;D;En |
Significance: 0.0221728 |
Significance: 0.029837 |
416B;HMTP_SPNSN;CD34+;D;En |
Significance: 0.0142976 |
Significance: 8.48019e-05 |
AML;D;En |
Significance: 0.0422258 |
Significance: 0.0007658280000000001 |
CH12.LX;D;En |
Significance: 0.000703371 |
Significance: 0.00125535 |
MEL;D;En |
Significance: 0.0328918 |
Significance: 0.00667883 |
NIH3T3;D;En |
Significance: 0.0190287 |
Significance: 1.1219400000000001e-05 |
MTR_NRN_MN1;methyl3;D;En |
Significance: 0.0208952 |
Significance: 0.000161113 |
MN1;D;En |
Significance: 0.0336732 |
Significance: 0.000916314 |
3T3-L1;D;En |
Significance: 0.018610299999999996 |
Significance: 0.00021470200000000002 |
Cell type | Modisco | Homer |
---|---|---|
MPP;A;CL |
Significance: 0.049460500000000004 | Absent |
naiveCD8;A;CL |
Significance: 0.00568982 | Absent |
NK_SPLND;A;CL |
Significance: 0.023288800000000002 | Absent |
proB;A;CL |
Significance: 0.017144 | Absent |
matureB;A;CL |
Significance: 0.0236192 | Absent |
B1_B;A;CL |
Significance: 0.0358869 | Absent |
plasmaB;A;CL |
Significance: 0.009356100000000001 | Absent |
aB_LPS;A;CL |
Significance: 0.00669665 | Absent |
aB_LPS+IL4;A;CL |
Significance: 0.0084097 | Absent |
aB_LPS+IL21;A;CL |
Significance: 0.00463732 | Absent |
aB_LSP+a_d_dextran;A;CL |
Significance: 0.00161531 | Absent |
aB_CD40+IL4;A;CL |
Significance: 0.00062785 | Absent |
Mast;A;CL |
Significance: 0.00889454 | Absent |
ESNPHL_SPLND_BlbCA;CL |
Significance: 0.0186198 | Absent |
Tfh_LCMV;A;CL |
Significance: 0.019750099999999996 | Absent |
Tfh;A;CL |
Significance: 0.0166988 | Absent |
Tfh_mut;A;CL |
Significance: 0.00690479 | Absent |
aNonTfh;A;CL |
Significance: 0.00760641 | Absent |
aNonTfh_mut;A;CL |
Significance: 0.040288 | Absent |
Tfr_mut;CD4+CD44+CXCR5+PD1+CD25+;A;CL |
Significance: 0.0126789 | Absent |
smallDPprecrsor;CD4+CD8+CD69-;A;CL |
Significance: 0.0412455 | Absent |
CD4+CD8intTCR+CD69+CD24+;B2defM;A;CL |
Significance: 0.00684932 | Absent |
CD4+CD8+TCR+CD69-CD24-;MHC2defM;A;CL |
Significance: 0.00365523 | Absent |
CD4+CD8-TCR+CD25+Foxp3-;A;CL |
Significance: 0.0210398 | Absent |
CD4+CD8-TCR+CD25-Foxp3+;A;CL |
Significance: 0.00768693 | Absent |
CD4+CD8-TCR+CD25+Foxp3+;A;CL |
Significance: 0.0314913 | Absent |
DP;A;CL |
Significance: 0.00540275 | Absent |
DP3a;A;CL |
Significance: 0.0419106 | Absent |
ES;E14;A;CL |
Significance: 0.0461066 | Absent |
LRG_INTSTN;A;CL |
Significance: 0.015722999999999997 | Absent |
LNG;A;CL |
Significance: 0.0230273 | Absent |
Muscle;A;CL |
Significance: 0.00549675 | Absent |
Adipose;A;CL |
Significance: 0.0093261 | Absent |
Mammary;A;CL |
Significance: 0.05229109999999999 | Absent |
STMCH;A;CL |
Significance: 0.00859006 | Absent |
PNCRS;A;CL |
Significance: 0.013965700000000001 | Absent |
NRV;Eye-OPTC;A;CL |
Significance: 0.039070999999999995 | Absent |
BRN;MDL_OBLNGT;A;CL |
Significance: 0.027309899999999998 | Absent |
BRN;CRBLM;A;CL |
Significance: 0.0318286 | Absent |
aB;CD180;A;CL |
Significance: 0.0290969 | Absent |
LNG_TRM_HSC;A;CL |
Significance: 0.0452018 | Absent |
SHRT_TRM_HSC;A;CL |
Significance: 0.052887800000000006 | Absent |
ILC2precrsr;A;CL |
Significance: 0.000317871 | Absent |
ILC1;A;CL |
Significance: 0.0218542 | Absent |
aB_LPS+IL4_24h;A;CL |
Significance: 0.00219763 | Absent |
CH12_QNTPLE;A;CL |
Significance: 0.00240891 | Absent |
wCH12;A;CL |
Significance: 0.0027918 | Absent |
CH12;med14;A;CL |
Significance: 0.00386062 | Absent |
CLP;A;CL |
Significance: 0.00894123 | Absent |
mem_precrsrT_SPLND;CD8+;A;GEO |
Significance: 0.012667 | Absent |
NK_LVRD;CD19-CD3e-NKp46+DX+Trail-;A;GEO |
Significance: 0.0124007 | Absent |
NTRPHL;A;GEO |
Significance: 0.00716289 | Absent |
ES;J1;A;CL |
Significance: 0.018040599999999997 | Absent |
ES;E14;A;GEO |
Significance: 0.00406344 | Absent |
ES;F1216;A;GEO |
Significance: 0.00998947 | Absent |
ES;129SV_Jae_C57BL6J;A;GEO |
Significance: 0.013345699999999999 | Absent |
CRBL_GRNL_Precrsr;A;GEO |
Significance: 0.0201718 | Absent |
ILC2_AbxGRMFree;A;GEO |
Significance: 0.00682666 | Absent |
naiveT;CD8+;A;GEO |
Significance: 0.00156775 | Absent |
T_LCMV;CD8+;D8;A;GEO |
Significance: 0.00473048 | Absent |
T_LCMV;CD8+;D33;A;GEO |
Significance: 0.00981612 | Absent |
TEff_SPLND;CD8+;A;GEO |
Significance: 0.00406688 | Absent |
TExh_SPLND;CD8+;A;GEO |
Significance: 0.00686298 | Absent |
Teff;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.00461509 | Absent |
T_MLD;TCR_SV40-I_CD8+;D21;A;GEO |
Significance: 0.027715800000000002 | Absent |
T_MLD;TCR_SV40-I_CD8+;D28;A;GEO |
Significance: 0.022905099999999998 | Absent |
T_MLD;TCR_SV40-I_CD8+;D35;A;GEO |
Significance: 0.0287832 | Absent |
T_MLD;TCR_SV40-I_CD8+;D60;A;GEO |
Significance: 0.0130441 | Absent |
memT_tmrD_lstr;TCR_SV40-I_CD8+;D35;A;GEO |
Significance: 0.0026325 | Absent |
iNKT;A;GEO |
Significance: 0.021679499999999997 | Absent |
prePLSM_B;A;GEO |
Significance: 0.000209882 | Absent |
B;B220_CD43;A;GEO |
Significance: 0.000256165 | Absent |
ENDRM_ESD;A;GEO |
Significance: 0.00150179 | Absent |
GCN_PHT_RCPTR;A;GEO |
Significance: 0.00021359599999999998 | Absent |
BL_CN_PHT_RCPTR;A;GEO |
Significance: 0.00133876 | Absent |
wES;3rd_Rhmbmr;E8.5;A;GEO |
Significance: 0.052194000000000004 | Absent |
npES;posterior_delA;E8.5;A;GEO |
Significance: 0.000605667 | Absent |
npES;posterior_delC;E8.5;A;GEO |
Significance: 0.000670565 | Absent |
NPC;F129;A;GEO |
Significance: 0.010919700000000001 | Absent |
NPC;G4;A;GEO |
Significance: 0.000843268 | Absent |
NPC;Ch13;A;GEO |
Significance: 0.00536836 | Absent |
NPC;mE6;A;GEO |
Significance: 0.00956646 | Absent |
iVIP_NRN;A;GEO |
Significance: 0.0258351 | Absent |
ES;ZhBTc4;untreated;A;GEO |
Significance: 0.042250199999999995 | Absent |
npES;ZHBTC4;doxyc;treat;A;GEO |
Significance: 0.0103214 | Absent |
npES;ZHBTC4;Brg1fl_fl;untreat;A;GEO |
Significance: 0.00538763 | Absent |
ES;JM8.N4;Asynch;A;GEO |
Significance: 0.0153046 | Absent |
ES;JM8.N4;Mitosis;A;GEO |
Significance: 0.000717029 | Absent |
pMeg;A;En |
Significance: 0.0288965 | Absent |
MegEP;A;CL |
Significance: 0.0557845 | Absent |
pGMP;A;En |
Significance: 0.030510900000000004 | Absent |
ES;ZhBTc4;2;D;GEO |
Significance: 0.0507994 | Absent |
ES;D0;D;GEO |
Significance: 0.00855475 | Absent |
LVR;8wks;D;GEO |
Significance: 0.054344399999999994 | Absent |
naiveT_SPLND;CD4+;D;GEO |
Significance: 0.00143156 | Absent |
apCD4Eff;D;GEO |
Significance: 0.00671681 | Absent |
apTreg;D;GEO |
Significance: 0.00017937099999999997 | Absent |
ES;129S1_SVImJ_CJ7;D;En |
Significance: 0.0446545 | Absent |
ES;E14;D;En |
Significance: 0.037675400000000005 | Absent |
ES;C57BL_6J;R1;D;En |
Significance: 0.0412934 | Absent |
KDNY;P0;D;En |
Significance: 0.011123200000000001 | Absent |
KDNY;8wks;D;En |
Significance: 0.0493621 | Absent |
LVR;8wks;D;En |
Significance: 0.016206 | Absent |
LVR;P0;D;En |
Significance: 0.03180209999999999 | Absent |
wES;LNG;E14.5;D;En |
Significance: 0.0113139 | Absent |
Heart;8wks;D;En |
Significance: 0.013463999999999999 | Absent |
RTN;D1;D;En |
Significance: 0.000874112 | Absent |
CRBLM;D;En |
Significance: 0.000263649 | Absent |
abTreg;CD4+_CD25+;8wks;D;En |
Significance: 0.00824539 | Absent |
Fr_BRN;P0;D;En |
Significance: 0.022425999999999998 | Absent |
wES;FaceP;E14.5;D;En |
Significance: 0.0116814 | Absent |
Spleen;8wks;D;En |
Significance: 0.0213626 | Absent |
MEF.GATA-1-ER;D;En |
Significance: 0.0539549 | Absent |
MEL_Znc_di-cl;24h;D;En |
Significance: 0.0241848 | Absent |