# Parameters
data_name = "Irf9"
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 11:14:24,938 [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 |
|---|---|---|
| MPP;A;CL |
Significance: 0.00232327 |
Significance: 0.0201297 |
| T_MLD;TCR_SV40-I_CD8+;D28;A;GEO |
Significance: 0.00114494 |
Significance: 0.00019172599999999997 |
| memT;CD4+;A;CL |
Significance: 0.00122533 |
Significance: 0.00878353 |
| memT_tmrD_lstr;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.00202442 |
Significance: 0.00197302 |
| memT_tmrD_lstr;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.00138726 |
Significance: 0.000154991 |
| preB;A;CL |
Significance: 0.0244605 |
Significance: 0.054285400000000004 |
| LRG_INTSTN;8wks;D;En |
Significance: 0.00341394 |
Significance: 0.0007432389999999999 |
| matureB;A;CL |
Significance: 0.012198700000000002 |
Significance: 0.03773169999999999 |
| iNKT;A;GEO |
Significance: 0.00298263 |
Significance: 0.00021898900000000003 |
| B1_B;A;CL |
Significance: 0.00476847 |
Significance: 0.058876 |
| prePLSM_B;A;GEO |
Significance: 0.00266858 |
Significance: 0.015599799999999999 |
| plasmaB;A;CL |
Significance: 0.00379459 |
Significance: 0.0119258 |
| B;B220_CD43;A;GEO |
Significance: 0.00167671 |
Significance: 0.00239102 |
| aB_LPS+IL4;A;CL |
Significance: 0.00443644 |
Significance: 0.00737537 |
| aB_LPS+IL21;A;CL |
Significance: 0.00351808 |
Significance: 0.0236972 |
| MCRPHG_BMD.UnStmltd;A;GEO |
Significance: 0.00709833 |
Significance: 0.0111526 |
| MCRPHG_BMD.LPD_Stmltd;A;GEO |
Significance: 0.00593165 |
Significance: 0.012597200000000001 |
| DC_LPS;6h;A;GEO |
Significance: 0.0176409 |
Significance: 0.0589773 |
| DC_LPS;2h;A;GEO |
Significance: 0.00281055 |
Significance: 0.0540019 |
| A20;B-lymphoma;D;En |
Significance: 0.022686 |
Significance: 0.01769 |
| AML;D;En |
Significance: 0.019557400000000003 |
Significance: 0.027756700000000002 |
| CH12.LX;D;En |
Significance: 0.018655599999999998 |
Significance: 0.0220198 |
| MEF.GATA-1-ER;D;En |
Significance: 0.00471099 |
Significance: 0.0153727 |
| Tfh_mut;A;CL |
Significance: 0.00157382 |
Significance: 0.0229345 |
| aNonTfh_mut;A;CL |
Significance: 0.00111461 |
Significance: 0.00791385 |
| Tfr_mut;CD4+CD44+CXCR5+PD1+CD25+;A;CL |
Significance: 0.00124051 |
Significance: 0.025362700000000002 |
| CD4+CD8-TCR+CD25+Foxp3-;A;CL |
Significance: 0.00287636 |
Significance: 0.000578453 |
| CD4+CD8-TCR+CD25+Foxp3+;A;CL |
Significance: 0.00297059 |
Significance: 0.000311967 |
| DP3a;A;CL |
Significance: 0.00165901 |
Significance: 9.50156e-05 |
| ThMS_MEC;Aire++;A;GEO |
Significance: 0.000854168 |
Significance: 0.00023109700000000001 |
| Spleen;8wks;D;En |
Significance: 0.0215362 |
Significance: 0.0227465 |
| MegP;A;En |
Significance: 0.010341 |
Significance: 0.0571895 |
| pCMP;A;CL |
Significance: 0.0103265 |
Significance: 0.00850159 |
| DC_LPS;4h;A;En |
Significance: 0.018860599999999998 |
Significance: 0.0458705 |
| restingB;A;CL |
Significance: 0.018453599999999997 |
Significance: 0.045275 |
| aB;CD180;A;CL |
Significance: 0.00111071 |
Significance: 0.00223433 |
| LNG_TRM_HSC;A;CL |
Significance: 0.00152484 |
Significance: 0.0208907 |
| SHRT_TRM_HSC;A;CL |
Significance: 0.00470541 |
Significance: 0.00451446 |
| apCD4Eff;D;GEO |
Significance: 0.00198484 |
Significance: 0.000234712 |
| apTreg;D;GEO |
Significance: 0.00223351 |
Significance: 0.0216638 |
| ILC2_Nippo;A;CL |
Significance: 0.00247249 |
Significance: 0.000648348 |
| ILC1;A;CL |
Significance: 0.00133486 |
Significance: 0.0036024 |
| NCR+ILC3+IL23;A;CL |
Significance: 0.00190563 |
Significance: 0.000531351 |
| CH12_QNTPLE;A;CL |
Significance: 0.00301393 |
Significance: 0.0363045 |
| wCH12_drug;A;CL |
Significance: 0.00639861 |
Significance: 0.0384793 |
| mem_precrsrT_SPLND;CD8+;A;GEO |
Significance: 0.00251124 |
Significance: 0.000194878 |
| NK_LVRD;CD19-CD3e-NKp46+DX+Trail-;A;GEO |
Significance: 0.000897161 |
Significance: 0.000536309 |
| LNG;8wks;D;En |
Significance: 0.0014544 |
Significance: 0.000318875 |
| Adipocyte_3T3-L1D;C57BL6;D8;D;En |
Significance: 0.000886211 |
Significance: 0.00463395 |
| ILC2+IL33+IL25;A;GEO |
Significance: 0.0009270789999999999 |
Significance: 0.00769809 |
| ILC2;A;GEO |
Significance: 0.00157093 |
Significance: 0.00992112 |
| ILC3;A;GEO |
Significance: 0.00403909 |
Significance: 0.00020744400000000001 |
| naiveT;CD8+;A;GEO |
Significance: 0.00206616 |
Significance: 0.012169 |
| T_LCMV;CD8+;D8;A;GEO |
Significance: 0.00164328 |
Significance: 0.00387549 |
| T_LCMV;CD8+;D33;A;GEO |
Significance: 0.00298684 |
Significance: 0.00046638 |
| T_LCMV;CD8+;D35;A;GEO |
Significance: 0.00144046 |
Significance: 0.000982802 |
| TEff_SPLND;CD8+;A;GEO |
Significance: 0.00255515 |
Significance: 0.00032167299999999997 |
| TExh_SPLND;CD8+;A;GEO |
Significance: 0.00239071 |
Significance: 0.00089405 |
| TSLEC_SPLND;CD8+A;GEO |
Significance: 0.00107326 |
Significance: 0.000643394 |
| Teff;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.00201552 |
Significance: 0.00721384 |
| cntrl_memT;TCR_SV40-I_CD8+;A;GEO |
Significance: 0.00134995 |
Significance: 8.52426e-05 |
| T_MLD;TCR_SV40-I_CD8+;D21;A;GEO |
Significance: 0.0015691 |
Significance: 0.0004919680000000001 |
| Cell type | Modisco | Homer |
|---|---|---|
| naiveCD8;A;CL |
Significance: 0.00044736099999999996 | Absent |
| Th17;CD4+;A;CL |
Significance: 0.0010854 | Absent |
| NK_SPLND;A;CL |
Significance: 0.00129768 | Absent |
| immatureB;A;CL |
Significance: 0.0149388 | Absent |
| MZ_B;A;CL |
Significance: 0.00240727 | Absent |
| GC_B;A;CL |
Significance: 0.00861732 | Absent |
| aB_LPS;A;CL |
Significance: 0.0191863 | Absent |
| aB_LSP+a_d_dextran;A;CL |
Significance: 0.00202588 | Absent |
| aB_CD40+IL4;A;CL |
Significance: 0.010145200000000002 | Absent |
| Mast;A;CL |
Significance: 0.000617342 | Absent |
| BSPHL;A;CL |
Significance: 0.00103855 | Absent |
| ESNPHL_ex-vivo_BlbC;A;CL |
Significance: 7.467779999999999e-05 | Absent |
| ESNPHL_SPLND_BlbCA;CL |
Significance: 0.0482706 | Absent |
| NTRPHL;A;CL |
Significance: 0.0006986939999999999 | Absent |
| Tfh_LCMV;A;CL |
Significance: 0.00229512 | Absent |
| Tfh;A;CL |
Significance: 0.0017457999999999998 | Absent |
| aNonTfh;A;CL |
Significance: 0.00210778 | Absent |
| Tfr;CD4+CD44+CXCR5+PD1+CD25+;A;CL |
Significance: 0.001281 | Absent |
| naiveT;CD4+_CD44-_CD62L-_CD25-;A;CL |
Significance: 0.000980414 | Absent |
| naiveT_mut;CD4+_CD44-_CD62L-_CD25-;A;CL |
Significance: 0.00111213 | Absent |
| largeDPprecrsr;CD4+CD8+CD69-;A;CL |
Significance: 0.0008994589999999999 | Absent |
| smallDPprecrsor;CD4+CD8+CD69-;A;CL |
Significance: 0.00204435 | Absent |
| CD4+CD8intTCR+CD69+CD24+;B2defM;A;CL |
Significance: 0.00175332 | Absent |
| CD4+CD8-TCR+CD69+CD24+CD25-;B2defM;A;CL |
Significance: 0.00138785 | Absent |
| CD4+CD8-TCR+CD69-CD24-CD25-;B2defM;A;CL |
Significance: 0.00274814 | Absent |
| CD4+CD8intTCR+CD69+CD24+;MHC2defM;A;CL |
Significance: 0.0025432 | Absent |
| CD4+CD8+TCR+CD69+CD24+;MHC2defM;A;C |
Significance: 0.00187665 | Absent |
| CD4+CD8+TCR+CD69-CD24-;MHC2defM;A;CL |
Significance: 0.00228606 | Absent |
| CD4+CD8-TCR+CD25-Foxp3+;A;CL |
Significance: 0.00157644 | Absent |
| DC_BMD;A;CL |
Significance: 0.0008807139999999999 | Absent |
| MCRPHG;A;CL |
Significance: 0.0113699 | Absent |
| Erythroblast;A;CL |
Significance: 0.002669 | Absent |
| DP;A;CL |
Significance: 0.00526318 | Absent |
| DP3b;A;CL |
Significance: 0.00298629 | Absent |
| ISP;A;CL |
Significance: 0.000745444 | Absent |
| ES;MEF;A;CL |
Significance: 0.000621828 | Absent |
| SML_INTSTN;A;CL |
Significance: 0.00164652 | Absent |
| LRG_INTSTN;A;CL |
Significance: 0.0014212 | Absent |
| LNG;A;CL |
Significance: 0.0280889 | Absent |
| Muscle;A;CL |
Significance: 0.00122054 | Absent |
| Heart;D;En |
Significance: 0.000587548 | Absent |
| Adipose;A;CL |
Significance: 0.00368142 | Absent |
| Mammary;A;CL |
Significance: 0.00228161 | Absent |
| Adrenal;A;CL |
Significance: 0.00324398 | Absent |
| placenta;A;CL |
Significance: 0.00110125 | Absent |
| SPNL_CHRD;A;CL |
Significance: 0.00142978 | Absent |
| STMCH;A;CL |
Significance: 0.000384733 | Absent |
| PNCRS;A;CL |
Significance: 0.00107263 | Absent |
| NRV;Eye-OPTC;A;CL |
Significance: 0.000185156 | Absent |
| BRN;OLFTRY_BLB;A;CL |
Significance: 0.00528397 | Absent |
| BRN;MDL_OBLNGT;A;CL |
Significance: 0.000367945 | Absent |
| BRN;CRBLM;A;CL |
Significance: 0.0005114469999999999 | Absent |
| gamma_delta_TCR;A;CL |
Significance: 0.00018009900000000003 | Absent |
| gamma_delta_TCR_MCR;A;CL |
Significance: 0.00539696 | Absent |
| gamma_delta_TCR_M-S-;A;CL |
Significance: 0.000575079 | Absent |
| NK;IL2+IL12+;A;CL |
Significance: 0.00109688 | Absent |
| ILC2precrsr;A;CL |
Significance: 0.00221592 | Absent |
| NCR+ILC3;A;CL |
Significance: 0.00197834 | Absent |
| ILC2;A;CL |
Significance: 0.00115232 | Absent |
| Th2_nippo;A;CL |
Significance: 0.000535839 | Absent |
| aB_LPS+IL4_24h;A;CL |
Significance: 0.000255684 | Absent |
| aB_LPS+IL4+Oligomycin_24h;A;CL |
Significance: 0.00165103 | Absent |
| CH12;med14;A;CL |
Significance: 0.00280829 | Absent |
| CLP;A;CL |
Significance: 0.014002700000000002 | Absent |
| NTRPHL;A;GEO |
Significance: 0.00240247 | Absent |
| Mammary_GLND;A;GEO |
Significance: 0.00215664 | Absent |
| CRBL_GRNL_Precrsr;A;GEO |
Significance: 0.0394946 | Absent |
| ILC1;A;GEO |
Significance: 0.00341544 | Absent |
| ILC1_AbxGRMFree;A;GEO |
Significance: 0.00359598 | Absent |
| ILC2_AbxGRMFree;A;GEO |
Significance: 0.00153759 | Absent |
| ILC3_AbxGRMFree;A;GEO |
Significance: 0.00249738 | Absent |
| naiveT;trnsgncTCR_SV40-I_CD8;A;GEO |
Significance: 0.00151129 | Absent |
| Teff;TCR_SV40-I_CD8+;D5;A;GEO |
Significance: 0.00308566 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D5;A;GEO |
Significance: 0.00160258 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.00103234 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.00216756 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D35;A;GEO |
Significance: 0.00153932 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D60;A;GEO |
Significance: 0.00298357 | Absent |
| memT_tmrD_lstr;TCR_SV40-I_CD8+;D35;A;GEO |
Significance: 0.00170863 | Absent |
| memT_tmrD;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.00225545 | Absent |
| memT_tmrD;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.00164102 | Absent |
| aB;A;GEO |
Significance: 0.00577037 | Absent |
| preB_BMD;A;GEO |
Significance: 0.0272606 | Absent |
| Erythroid;Ter119+;A;GEO |
Significance: 0.000722616 | Absent |
| AML;AE9a;A;GEO |
Significance: 0.00186652 | Absent |
| DC_pBMD;A;GEO |
Significance: 0.0130783 | Absent |
| ROD_PHT_RCPTR_RTN;A;GEO |
Significance: 0.039101800000000006 | Absent |
| BL_CN_PHT_RCPTR;A;GEO |
Significance: 0.00328811 | Absent |
| CN_PHT_RCPTR;A;GEO |
Significance: 0.00815152 | Absent |
| SKN_EPTHL;A;GEO |
Significance: 0.000431809 | Absent |
| BCK_SKN;A;GEO |
Significance: 0.000591122 | Absent |
| NPC;G4;A;GEO |
Significance: 0.00279508 | Absent |
| Corticotrope;A;GEO |
Significance: 0.00472867 | Absent |
| Melanotrope;A;GEO |
Significance: 0.0117675 | Absent |
| Mammary_BptfKO;A;GEO |
Significance: 0.0017758 | Absent |
| pMeg;A;En |
Significance: 0.027145599999999995 | Absent |
| EPP;A;En |
Significance: 0.00265909 | Absent |
| MegEP;A;CL |
Significance: 0.00336408 | Absent |
| pErythroblast;A;En |
Significance: 0.00563558 | Absent |
| pGMP;A;En |
Significance: 0.0218361 | Absent |
| DC;A;En |
Significance: 0.00427228 | Absent |
| NIH3T3_FBROBLST;D;GEO |
Significance: 0.00149474 | Absent |
| LVR;8wks;D;GEO |
Significance: 0.0005604809999999999 | Absent |
| LNG;8wks;D;GEO |
Significance: 0.0009221139999999999 | Absent |
| 3134_mammaryADNCRCNM;D;GE |
Significance: 0.00220328 | Absent |
| T_SPLND_blstCLTRD;CD4+;D;GEO |
Significance: 0.00152366 | Absent |
| naiveT_SPLND;CD4+;D;GEO |
Significance: 0.00168444 | Absent |
| Treg;CD4+_CD25+;D;GEO |
Significance: 0.00482399 | Absent |
| immatureB_SPLND;CD43-_CD11b-;D;GEO |
Significance: 0.016780200000000002 | Absent |
| 416B_MP;CD34+;D;GEO |
Significance: 0.00265595 | Absent |
| FBRBLST;8wks;D;En |
Significance: 0.006746300000000001 | Absent |
| 3T3-L1;FBRBLST;D;En |
Significance: 0.00195676 | Absent |
| KDNY;P0;D;En |
Significance: 0.00063453 | Absent |
| KDNY;8wks;D;En |
Significance: 0.00267269 | Absent |
| LVR;8wks;D;En |
Significance: 0.00146162 | Absent |
| wES;LVR;E11.5;D.;En |
Significance: 0.0284464 | Absent |
| LNG;P0;D;En |
Significance: 0.00046971199999999995 | Absent |
| wES;LNG;E14.5;D;En |
Significance: 0.000955588 | Absent |
| Heart;8wks;D;En |
Significance: 0.00074828 | Absent |
| Heart;P0;D;En |
Significance: 0.000601966 | Absent |
| apThEff;CD4+;8wks;D;En. |
Significance: 0.00222114 | Absent |
| abTreg;CD4+_CD25+;8wks;D;En |
Significance: 0.00230032 | Absent |
| apTreg;8wk;D;En |
Significance: 0.0090384 | Absent |
| EP;c-kit+CD71+Ter119+;D;En |
Significance: 0.00396634 | Absent |
| 416B_MP;CD34+;D;En |
Significance: 0.0034871000000000004 | Absent |
| Muller;P12;D;En |
Significance: 0.00255553 | Absent |
| wES;NRL_Tube;E11.5;D;En |
Significance: 0.0127815 | Absent |
| STMCH;P0;D;En |
Significance: 0.00182667 | Absent |
| 3134_mammaryADNCRCNM;D;En |
Significance: 0.00377122 | Absent |
| 416B;HMTP_SPNSN;CD34+;D;En |
Significance: 0.00353114 | Absent |
| MEL;D;En |
Significance: 0.00674965 | Absent |
| MEL_Znc_di-cl;24h;D;En |
Significance: 0.00511224 | Absent |
| NIH3T3;D;En |
Significance: 0.00113498 | Absent |
| MTR_NRN_MN1;methyl3;D;En |
Significance: 0.00240485 | Absent |
| MN1;D;En |
Significance: 0.00329237 | Absent |
| 3T3-L1;D;En |
Significance: 0.000820168 | Absent |
| Cell type | Modisco | Homer |
|---|---|---|
| immatureB_SPLND;CD43-_CD11b-;D;En | Absent |
Significance: 0.059575 |
| wCH12;A;CL | Absent |
Significance: 0.037205 |
| B_SPLND;A;GEO | Absent |
Significance: 0.026983299999999998 |
| proB;A;CL | Absent |
Significance: 0.029889099999999995 |