# Parameters
data_name = "Prdm1"
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 11:29:49,718 [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: 0.0181964 |
Significance: 0.00605808 |
| memT;CD4+;A;CL |
Significance: 5.12659e-05 |
Significance: 0.00104468 |
| proB;A;CL |
Significance: 0.00043032199999999996 |
Significance: 0.00815126 |
| preB;A;CL |
Significance: 0.00537983 |
Significance: 0.00640385 |
| immatureB;A;CL |
Significance: 0.00442574 |
Significance: 0.00516536 |
| matureB;A;CL |
Significance: 0.00508827 |
Significance: 0.00520936 |
| MZ_B;A;CL |
Significance: 0.000829742 |
Significance: 0.00393017 |
| B1_B;A;CL |
Significance: 0.00464589 |
Significance: 0.0082864 |
| GC_B;A;CL |
Significance: 0.00403023 |
Significance: 0.00449604 |
| plasmaB;A;CL |
Significance: 0.00260125 |
Significance: 0.00894972 |
| aB_LPS+IL4;A;CL |
Significance: 0.00526754 |
Significance: 0.0296557 |
| aB_LSP+a_d_dextran;A;CL |
Significance: 0.00637637 |
Significance: 0.03402 |
| aB_CD40+IL4;A;CL |
Significance: 0.00758888 |
Significance: 0.00953308 |
| Tfh;A;CL |
Significance: 8.572440000000001e-05 |
Significance: 0.022565900000000003 |
| Tfh_mut;A;CL |
Significance: 0.0157139 |
Significance: 0.00271087 |
| aNonTfh_mut;A;CL |
Significance: 0.000139965 |
Significance: 0.000470912 |
| Tfr_mut;CD4+CD44+CXCR5+PD1+CD25+;A;CL |
Significance: 0.000117546 |
Significance: 0.00114488 |
| CD4+CD8-TCR+CD25+Foxp3-;A;CL |
Significance: 4.94133e-05 |
Significance: 0.031430099999999996 |
| CD4+CD8-TCR+CD25+Foxp3+;A;CL |
Significance: 3.74517e-05 |
Significance: 0.000784874 |
| DC_BMD;A;CL |
Significance: 0.00134488 |
Significance: 0.0174399 |
| MCRPHG;A;CL |
Significance: 0.00958651 |
Significance: 0.015419299999999999 |
| DP3a;A;CL |
Significance: 1.85697e-05 |
Significance: 0.058087 |
| restingB;A;CL |
Significance: 0.00691944 |
Significance: 0.0114133 |
| aB;CD180;A;CL |
Significance: 0.00591367 |
Significance: 0.00602282 |
| LNG_TRM_HSC;A;CL |
Significance: 0.0311303 |
Significance: 0.00165313 |
| SHRT_TRM_HSC;A;CL |
Significance: 0.0180845 |
Significance: 0.00712982 |
| gamma_delta_TCR_MCR;A;CL |
Significance: 0.00450814 |
Significance: 0.006736799999999999 |
| ILC2precrsr;A;CL |
Significance: 5.7887100000000004e-05 |
Significance: 0.000902604 |
| NCR+ILC3+IL23;A;CL |
Significance: 3.9353899999999996e-05 |
Significance: 0.00277088 |
| CH12_QNTPLE;A;CL |
Significance: 0.00917114 |
Significance: 0.00627658 |
| wCH12;A;CL |
Significance: 0.00120154 |
Significance: 0.00679636 |
| wCH12_drug;A;CL |
Significance: 0.00340062 |
Significance: 0.00760631 |
| CLP;A;CL |
Significance: 0.00224498 |
Significance: 0.00675037 |
| mem_precrsrT_SPLND;CD8+;A;GEO |
Significance: 0.00156171 |
Significance: 0.00881431 |
| NK_LVRD;CD19-CD3e-NKp46+DX+Trail-;A;GEO |
Significance: 0.00139921 |
Significance: 0.012335500000000001 |
| ILC2+IL33+IL25;A;GEO |
Significance: 0.00102573 |
Significance: 0.00117006 |
| ILC2;A;GEO |
Significance: 6.49997e-05 |
Significance: 0.000805132 |
| ILC3;A;GEO |
Significance: 0.00239818 |
Significance: 0.00341291 |
| T_LCMV;CD8+;D8;A;GEO |
Significance: 0.00010949799999999999 |
Significance: 0.03472530000000001 |
| T_LCMV;CD8+;D33;A;GEO |
Significance: 6.763300000000001e-05 |
Significance: 0.00046638 |
| T_LCMV;CD8+;D35;A;GEO |
Significance: 8.277290000000001e-05 |
Significance: 0.00908098 |
| TEff_SPLND;CD8+;A;GEO |
Significance: 0.000143669 |
Significance: 0.0493396 |
| TExh_SPLND;CD8+;A;GEO |
Significance: 7.72887e-05 |
Significance: 0.045035900000000004 |
| TSLEC_SPLND;CD8+A;GEO |
Significance: 0.000195936 |
Significance: 0.0173105 |
| Teff;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 7.16907e-05 |
Significance: 0.0096083 |
| cntrl_memT;TCR_SV40-I_CD8+;A;GEO |
Significance: 2.7200399999999998e-05 |
Significance: 0.0435642 |
| T_MLD;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.00143097 |
Significance: 0.00536857 |
| T_MLD;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.000635595 |
Significance: 0.000536926 |
| T_MLD;TCR_SV40-I_CD8+;D21;A;GEO |
Significance: 5.88709e-05 |
Significance: 0.00531293 |
| T_MLD;TCR_SV40-I_CD8+;D28;A;GEO |
Significance: 0.000111675 |
Significance: 0.00368798 |
| T_MLD;TCR_SV40-I_CD8+;D35;A;GEO |
Significance: 6.912220000000001e-05 |
Significance: 0.00560318 |
| memT_tmrD_lstr;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.000172875 |
Significance: 0.008117699999999999 |
| memT_tmrD_lstr;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.00124152 |
Significance: 0.00152069 |
| iNKT;A;GEO |
Significance: 8.21351e-05 |
Significance: 0.00380936 |
| aB;A;GEO |
Significance: 0.00613997 |
Significance: 0.0061751 |
| prePLSM_B;A;GEO |
Significance: 0.00155959 |
Significance: 0.00596378 |
| B_SPLND;A;GEO |
Significance: 0.00594258 |
Significance: 0.00518775 |
| preB_BMD;A;GEO |
Significance: 0.00138711 |
Significance: 0.00524499 |
| B;B220_CD43;A;GEO |
Significance: 0.00138843 |
Significance: 0.0037799999999999995 |
| MCRPHG_BMD.UnStmltd;A;GEO |
Significance: 0.0055235 |
Significance: 0.0163126 |
| MCRPHG_BMD.LPD_Stmltd;A;GEO |
Significance: 0.00700751 |
Significance: 0.00832697 |
| AML;AE9a;A;GEO |
Significance: 0.0303394 |
Significance: 0.0181212 |
| DC_LPS;6h;A;GEO |
Significance: 0.00190357 |
Significance: 0.00829621 |
| DC_LPS;2h;A;GEO |
Significance: 0.00153418 |
Significance: 0.010174500000000001 |
| DC_pBMD;A;GEO |
Significance: 0.00530624 |
Significance: 0.0169674 |
| ThMS_MEC;Aire++;A;GEO |
Significance: 0.0157681 |
Significance: 0.000561621 |
| pMeg;A;En |
Significance: 0.00118255 |
Significance: 0.00767513 |
| MegP;A;En |
Significance: 0.00554648 |
Significance: 0.0115899 |
| pCMP;A;CL |
Significance: 0.00178695 |
Significance: 0.008094 |
| DC_LPS;4h;A;En |
Significance: 0.0320699 |
Significance: 0.00940616 |
| pGMP;A;En |
Significance: 0.0018454 |
Significance: 0.012764900000000001 |
| DC;A;En |
Significance: 0.00578558 |
Significance: 0.00737645 |
| Treg;CD4+_CD25+;D;GEO |
Significance: 0.000272169 |
Significance: 0.00733798 |
| apCD4Eff;D;GEO |
Significance: 0.000184113 |
Significance: 0.0188996 |
| immatureB_SPLND;CD43-_CD11b-;D;GEO |
Significance: 0.00037988199999999995 |
Significance: 0.015265299999999999 |
| LNG;8wks;D;En |
Significance: 0.00116551 |
Significance: 0.00281382 |
| Adipocyte_3T3-L1D;C57BL6;D8;D;En |
Significance: 0.00315178 |
Significance: 0.000978598 |
| immatureB_SPLND;CD43-_CD11b-;D;En |
Significance: 0.000587692 |
Significance: 0.00822922 |
| LRG_INTSTN;8wks;D;En |
Significance: 0.000843568 |
Significance: 5.18783e-05 |
| Spleen;8wks;D;En |
Significance: 0.0056352 |
Significance: 0.0177037 |
| A20;B-lymphoma;D;En |
Significance: 0.00634647 |
Significance: 0.00310033 |
| AML;D;En |
Significance: 0.00480738 |
Significance: 0.010212299999999999 |
| CH12.LX;D;En |
Significance: 0.00030608 |
Significance: 0.00549447 |
| MEF.GATA-1-ER;D;En |
Significance: 0.0143767 |
Significance: 0.0240399 |
| MEL;D;En |
Significance: 0.010947 |
Significance: 0.0263611 |
| MEL_Znc_di-cl;24h;D;En |
Significance: 0.0431376 |
Significance: 0.0184567 |
| Cell type | Modisco | Homer |
|---|---|---|
| naiveCD8;A;CL |
Significance: 7.50083e-05 | Absent |
| Th17;CD4+;A;CL |
Significance: 0.0010854 | Absent |
| NK_SPLND;A;CL |
Significance: 3.0138000000000002e-05 | Absent |
| aB_LPS;A;CL |
Significance: 0.00129449 | Absent |
| aB_LPS+IL21;A;CL |
Significance: 0.00422002 | Absent |
| Mast;A;CL |
Significance: 0.00575463 | Absent |
| BSPHL;A;CL |
Significance: 0.00439386 | Absent |
| ESNPHL_ex-vivo_BlbC;A;CL |
Significance: 0.025670099999999998 | Absent |
| ESNPHL_SPLND_BlbCA;CL |
Significance: 0.027753800000000002 | Absent |
| NTRPHL;A;CL |
Significance: 0.0051467 | Absent |
| Tfh_LCMV;A;CL |
Significance: 0.020296400000000003 | Absent |
| aNonTfh;A;CL |
Significance: 7.95663e-05 | Absent |
| Tfr;CD4+CD44+CXCR5+PD1+CD25+;A;CL |
Significance: 0.00272249 | Absent |
| naiveT;CD4+_CD44-_CD62L-_CD25-;A;CL |
Significance: 4.54625e-05 | Absent |
| naiveT_mut;CD4+_CD44-_CD62L-_CD25-;A;CL |
Significance: 6.68058e-05 | Absent |
| largeDPprecrsr;CD4+CD8+CD69-;A;CL |
Significance: 1.26921e-05 | Absent |
| smallDPprecrsor;CD4+CD8+CD69-;A;CL |
Significance: 0.000240372 | Absent |
| CD4+CD8intTCR+CD69+CD24+;B2defM;A;CL |
Significance: 0.000241726 | Absent |
| CD4+CD8-TCR+CD69+CD24+CD25-;B2defM;A;CL |
Significance: 0.00046483 | Absent |
| CD4+CD8-TCR+CD69-CD24-CD25-;B2defM;A;CL |
Significance: 0.000112859 | Absent |
| CD4+CD8intTCR+CD69+CD24+;MHC2defM;A;CL |
Significance: 3.8024400000000005e-06 | Absent |
| CD4+CD8+TCR+CD69+CD24+;MHC2defM;A;C |
Significance: 5.00988e-05 | Absent |
| CD4+CD8+TCR+CD69-CD24-;MHC2defM;A;CL |
Significance: 3.41475e-05 | Absent |
| CD4+CD8-TCR+CD25-Foxp3+;A;CL |
Significance: 9.69823e-05 | Absent |
| Erythroblast;A;CL |
Significance: 3.53236e-05 | Absent |
| DP;A;CL |
Significance: 6.95337e-05 | Absent |
| DP3b;A;CL |
Significance: 3.86165e-05 | Absent |
| ISP;A;CL |
Significance: 0.000213495 | Absent |
| ES;MEF;A;CL |
Significance: 0.00014716 | Absent |
| SML_INTSTN;A;CL |
Significance: 0.000947182 | Absent |
| LRG_INTSTN;A;CL |
Significance: 0.0309212 | Absent |
| LNG;A;CL |
Significance: 0.00316982 | Absent |
| Muscle;A;CL |
Significance: 0.058157799999999996 | Absent |
| Heart;D;En |
Significance: 0.00141442 | Absent |
| Adipose;A;CL |
Significance: 0.00185647 | Absent |
| Mammary;A;CL |
Significance: 0.00405515 | Absent |
| Adrenal;A;CL |
Significance: 3.5764e-05 | Absent |
| placenta;A;CL |
Significance: 0.000168191 | Absent |
| SPNL_CHRD;A;CL |
Significance: 0.00021962 | Absent |
| STMCH;A;CL |
Significance: 2.1041399999999998e-05 | Absent |
| PNCRS;A;CL |
Significance: 5.3482799999999996e-05 | Absent |
| NRV;Eye-OPTC;A;CL |
Significance: 0.0262999 | Absent |
| BRN;OLFTRY_BLB;A;CL |
Significance: 0.051698400000000005 | Absent |
| BRN;MDL_OBLNGT;A;CL |
Significance: 8.366290000000001e-05 | Absent |
| BRN;CRBLM;A;CL |
Significance: 0.000250041 | Absent |
| gamma_delta_TCR;A;CL |
Significance: 0.04675530000000001 | Absent |
| gamma_delta_TCR_M-S-;A;CL |
Significance: 0.000575079 | Absent |
| NK;IL2+IL12+;A;CL |
Significance: 4.31512e-05 | Absent |
| NCR+ILC3;A;CL |
Significance: 0.00158811 | Absent |
| ILC2_Nippo;A;CL |
Significance: 0.00016043899999999999 | Absent |
| ILC1;A;CL |
Significance: 0.000108963 | Absent |
| ILC2;A;CL |
Significance: 0.018305099999999998 | Absent |
| Th2_nippo;A;CL |
Significance: 0.00010538399999999999 | Absent |
| aB_LPS+IL4_24h;A;CL |
Significance: 0.037631 | Absent |
| aB_LPS+IL4+Oligomycin_24h;A;CL |
Significance: 0.000297912 | Absent |
| CH12;med14;A;CL |
Significance: 0.00140989 | Absent |
| NTRPHL;A;GEO |
Significance: 0.0365178 | Absent |
| Mammary_GLND;A;GEO |
Significance: 7.86442e-06 | Absent |
| CRBL_GRNL_Precrsr;A;GEO |
Significance: 0.00235 | Absent |
| ILC1;A;GEO |
Significance: 3.37136e-05 | Absent |
| ILC1_AbxGRMFree;A;GEO |
Significance: 7.087800000000001e-05 | Absent |
| ILC2_AbxGRMFree;A;GEO |
Significance: 0.022028 | Absent |
| ILC3_AbxGRMFree;A;GEO |
Significance: 0.000294599 | Absent |
| naiveT;CD8+;A;GEO |
Significance: 0.000529885 | Absent |
| naiveT;trnsgncTCR_SV40-I_CD8;A;GEO |
Significance: 3.26343e-05 | Absent |
| Teff;TCR_SV40-I_CD8+;D5;A;GEO |
Significance: 3.65658e-05 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D5;A;GEO |
Significance: 0.000273589 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D60;A;GEO |
Significance: 0.000110081 | Absent |
| memT_tmrD_lstr;TCR_SV40-I_CD8+;D35;A;GEO |
Significance: 2.9104e-05 | Absent |
| memT_tmrD;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 3.62759e-05 | Absent |
| memT_tmrD;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 6.78876e-05 | Absent |
| Erythroid;Ter119+;A;GEO |
Significance: 0.000141461 | Absent |
| ROD_PHT_RCPTR_RTN;A;GEO |
Significance: 0.00274271 | Absent |
| BL_CN_PHT_RCPTR;A;GEO |
Significance: 3.00485e-05 | Absent |
| CN_PHT_RCPTR;A;GEO |
Significance: 2.6004099999999997e-05 | Absent |
| SKN_EPTHL;A;GEO |
Significance: 0.000149868 | Absent |
| BCK_SKN;A;GEO |
Significance: 0.000465081 | Absent |
| NPC;G4;A;GEO |
Significance: 0.000154842 | Absent |
| eCortical_NRN;A;GEO |
Significance: 0.0528587 | Absent |
| Corticotrope;A;GEO |
Significance: 0.000577012 | Absent |
| Melanotrope;A;GEO |
Significance: 0.000965277 | Absent |
| Mammary_BptfKO;A;GEO |
Significance: 0.00016106 | Absent |
| EPP;A;En |
Significance: 0.000575208 | Absent |
| MegEP;A;CL |
Significance: 2.6649200000000002e-05 | Absent |
| pErythroblast;A;En |
Significance: 1.17341e-05 | Absent |
| NIH3T3_FBROBLST;D;GEO |
Significance: 0.00050263 | Absent |
| LVR;8wks;D;GEO |
Significance: 0.000105315 | Absent |
| LNG;8wks;D;GEO |
Significance: 0.000149211 | Absent |
| 3134_mammaryADNCRCNM;D;GE |
Significance: 0.000313068 | Absent |
| T_SPLND_blstCLTRD;CD4+;D;GEO |
Significance: 0.00021632599999999997 | Absent |
| naiveT_SPLND;CD4+;D;GEO |
Significance: 0.000445464 | Absent |
| apTreg;D;GEO |
Significance: 0.0145505 | Absent |
| 416B_MP;CD34+;D;GEO |
Significance: 0.0222445 | Absent |
| FBRBLST;8wks;D;En |
Significance: 0.00169327 | Absent |
| 3T3-L1;FBRBLST;D;En |
Significance: 2.80893e-06 | Absent |
| KDNY;P0;D;En |
Significance: 0.000213515 | Absent |
| KDNY;8wks;D;En |
Significance: 0.000712198 | Absent |
| LVR;8wks;D;En |
Significance: 0.000150813 | Absent |
| wES;LVR;E11.5;D.;En |
Significance: 0.00253339 | Absent |
| LVR;P0;D;En |
Significance: 0.00797796 | Absent |
| LNG;P0;D;En |
Significance: 0.00150675 | Absent |
| wES;LNG;E14.5;D;En |
Significance: 0.000955588 | Absent |
| Heart;8wks;D;En |
Significance: 0.00163544 | Absent |
| Heart;P0;D;En |
Significance: 2.8190799999999998e-05 | Absent |
| apThEff;CD4+;8wks;D;En. |
Significance: 0.000205209 | Absent |
| abTreg;CD4+_CD25+;8wks;D;En |
Significance: 8.16019e-05 | Absent |
| apTreg;8wk;D;En |
Significance: 0.00214383 | Absent |
| EP;c-kit+CD71+Ter119+;D;En |
Significance: 6.7025e-05 | Absent |
| 416B_MP;CD34+;D;En |
Significance: 0.0452121 | Absent |
| Muller;P12;D;En |
Significance: 5.237580000000001e-06 | Absent |
| WHL_BRN;8wks;D;En |
Significance: 0.0334843 | Absent |
| wES;NRL_Tube;E11.5;D;En |
Significance: 0.00926556 | Absent |
| STMCH;P0;D;En |
Significance: 0.015611400000000001 | Absent |
| 3134_mammaryADNCRCNM;D;En |
Significance: 0.00020485 | Absent |
| 416B;HMTP_SPNSN;CD34+;D;En |
Significance: 0.051449 | Absent |
| NIH3T3;D;En |
Significance: 0.059923199999999996 | Absent |
| MTR_NRN_MN1;methyl3;D;En |
Significance: 3.34917e-05 | Absent |
| MN1;D;En |
Significance: 0.00112522 | Absent |
| 3T3-L1;D;En |
Significance: 7.428099999999999e-06 | Absent |