# Parameters
data_name = "Nfil3"
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 11:22:59,735 [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 |
|---|---|---|
| SKLTL_Muscle;8wks;D;En |
Significance: 0.00981253 |
Significance: 0.035122900000000006 |
| 416B;HMTP_SPNSN;CD34+;D;En |
Significance: 0.0213718 |
Significance: 0.0214319 |
| AML;D;En |
Significance: 0.00134962 |
Significance: 0.000765705 |
| MCRPHG_BMD.UnStmltd;A;GEO |
Significance: 0.032386200000000004 |
Significance: 0.0214828 |
| MCRPHG_BMD.LPD_Stmltd;A;GEO |
Significance: 0.0412095 |
Significance: 0.045365499999999996 |
| DC_LPS;6h;A;GEO |
Significance: 0.0369016 |
Significance: 0.00355367 |
| BSPHL;A;CL |
Significance: 0.000984503 |
Significance: 0.00602215 |
| ESNPHL_ex-vivo_BlbC;A;CL |
Significance: 0.000897048 |
Significance: 0.00892193 |
| DC_LPS;2h;A;GEO |
Significance: 0.00108271 |
Significance: 0.00409926 |
| NTRPHL;A;CL |
Significance: 0.00686804 |
Significance: 0.0463801 |
| DC_pBMD;A;GEO |
Significance: 0.000424444 |
Significance: 0.017600599999999997 |
| NIH3T3;D;En |
Significance: 0.042797800000000004 |
Significance: 0.00517096 |
| MTR_NRN_MN1;methyl3;D;En |
Significance: 0.0469668 |
Significance: 0.0188375 |
| 3T3-L1;D;En |
Significance: 0.0371965 |
Significance: 0.00258666 |
| SKN_EPTHL;A;GEO |
Significance: 0.00911157 |
Significance: 0.053061800000000006 |
| DC_BMD;A;CL |
Significance: 0.0184853 |
Significance: 0.027280099999999998 |
| MCRPHG;A;CL |
Significance: 0.00337946 |
Significance: 0.0115333 |
| ePyramidal_NRN;A;GEO |
Significance: 0.00644731 |
Significance: 0.0458534 |
| iPV_NRN;A;GEO |
Significance: 0.0370541 |
Significance: 0.00641598 |
| iVIP_NRN;A;GEO |
Significance: 0.023621400000000004 |
Significance: 0.0364107 |
| eCortical_NRN;A;GEO |
Significance: 0.0252939 |
Significance: 0.020813400000000003 |
| ES;MEF;A;CL |
Significance: 0.0532524 |
Significance: 0.0248269 |
| Muscle;A;CL |
Significance: 0.0422834 |
Significance: 0.0248543 |
| Heart;D;En |
Significance: 0.0158039 |
Significance: 0.0476194 |
| Adrenal;A;CL |
Significance: 0.0383511 |
Significance: 0.011742299999999999 |
| Mammary_BptfKO;A;GEO |
Significance: 0.0263611 |
Significance: 0.023328099999999997 |
| placenta;A;CL |
Significance: 0.00101878 |
Significance: 0.0275053 |
| pMeg;A;En |
Significance: 0.0473314 |
Significance: 0.000404332 |
| MegP;A;En |
Significance: 0.0467819 |
Significance: 0.000522432 |
| DC_LPS;4h;A;En |
Significance: 0.00849324 |
Significance: 0.00370041 |
| BRN;FRNTL_CRTX;A;CL |
Significance: 0.023755900000000003 |
Significance: 0.015151900000000001 |
| BRN;PTMN;A;CL |
Significance: 0.00663753 |
Significance: 0.0153186 |
| pGMP;A;En |
Significance: 0.023137400000000002 |
Significance: 0.0007468780000000001 |
| BRN;SNSR_MTR_CRTX;A;CL |
Significance: 0.00755819 |
Significance: 0.00311636 |
| DC;A;En |
Significance: 0.0342106 |
Significance: 0.00521992 |
| NIH3T3_FBROBLST;D;GEO |
Significance: 0.0109403 |
Significance: 0.00448351 |
| LVR;8wks;D;GEO |
Significance: 0.0358301 |
Significance: 0.00045915800000000004 |
| LNG;8wks;D;GEO |
Significance: 0.0435299 |
Significance: 0.0381672 |
| gamma_delta_TCR;A;CL |
Significance: 0.013147 |
Significance: 0.0322651 |
| 416B_MP;CD34+;D;GEO |
Significance: 0.0244021 |
Significance: 0.015512399999999999 |
| WHL_BRN;8wks;D;GEO |
Significance: 0.022237299999999998 |
Significance: 0.0507279 |
| NIH3T3_FBROBLST;D;En |
Significance: 0.058044200000000004 |
Significance: 0.0138167 |
| FBRBLST;8wks;D;En |
Significance: 0.0394437 |
Significance: 0.014513299999999998 |
| 3T3-L1;FBRBLST;D;En |
Significance: 0.014461400000000001 |
Significance: 0.048341 |
| LVR;8wks;D;En |
Significance: 0.025717400000000005 |
Significance: 0.000636594 |
| NTRPHL;A;GEO |
Significance: 0.000554577 |
Significance: 0.010508700000000001 |
| wES;LVR;E11.5;D.;En |
Significance: 0.00304697 |
Significance: 0.0438348 |
| LVR;P0;D;En |
Significance: 0.00224281 |
Significance: 0.0204151 |
| LNG;8wks;D;En |
Significance: 0.0295345 |
Significance: 0.000492846 |
| LNG;P0;D;En |
Significance: 0.030875299999999998 |
Significance: 0.010206299999999998 |
| Mammary_GLND;A;GEO |
Significance: 0.026680799999999998 |
Significance: 0.051950699999999995 |
| Adipocyte_3T3-L1D;C57BL6;D8;D;En |
Significance: 0.0514784 |
Significance: 0.011017399999999998 |
| Adipose;D;En |
Significance: 0.0100716 |
Significance: 0.00119518 |
| CRBLM;D;En |
Significance: 0.00917439 |
Significance: 0.0200942 |
| 416B_MP;CD34+;D;En |
Significance: 0.0207169 |
Significance: 0.000382401 |
| Muller;P12;D;En |
Significance: 0.023186000000000002 |
Significance: 0.00361423 |
| WHL_BRN;8wks;D;En |
Significance: 0.0235083 |
Significance: 0.013494200000000001 |
| wES;Telenchephalon;D;En |
Significance: 0.0315301 |
Significance: 0.0555884 |
| Cell type | Modisco | Homer |
|---|---|---|
| MPP;A;CL |
Significance: 0.0109836 | Absent |
| naiveCD8;A;CL |
Significance: 0.0401218 | Absent |
| memT;CD4+;A;CL |
Significance: 0.00765466 | Absent |
| Th17;CD4+;A;CL |
Significance: 0.00562101 | Absent |
| NK_SPLND;A;CL |
Significance: 0.00674812 | Absent |
| matureB;A;CL |
Significance: 0.038542900000000005 | Absent |
| B1_B;A;CL |
Significance: 0.05983480000000001 | Absent |
| plasmaB;A;CL |
Significance: 0.0304947 | Absent |
| aB_LPS;A;CL |
Significance: 0.026734699999999997 | Absent |
| aB_LPS+IL4;A;CL |
Significance: 0.037084 | Absent |
| aB_LPS+IL21;A;CL |
Significance: 0.0265788 | Absent |
| aB_LSP+a_d_dextran;A;CL |
Significance: 0.0129049 | Absent |
| Mast;A;CL |
Significance: 0.00580571 | Absent |
| ESNPHL_SPLND_BlbCA;CL |
Significance: 0.0222615 | Absent |
| Tfh_LCMV;A;CL |
Significance: 0.0435014 | Absent |
| Tfh;A;CL |
Significance: 0.00828448 | Absent |
| aNonTfh;A;CL |
Significance: 0.043317699999999994 | Absent |
| aNonTfh_mut;A;CL |
Significance: 0.00844357 | Absent |
| Tfr;CD4+CD44+CXCR5+PD1+CD25+;A;CL |
Significance: 0.00694923 | Absent |
| naiveT;CD4+_CD44-_CD62L-_CD25-;A;CL |
Significance: 0.0375099 | Absent |
| naiveT_mut;CD4+_CD44-_CD62L-_CD25-;A;CL |
Significance: 0.0351046 | Absent |
| largeDPprecrsr;CD4+CD8+CD69-;A;CL |
Significance: 0.0524024 | Absent |
| smallDPprecrsor;CD4+CD8+CD69-;A;CL |
Significance: 0.041162699999999997 | Absent |
| CD4+CD8intTCR+CD69+CD24+;B2defM;A;CL |
Significance: 0.0226618 | Absent |
| CD4+CD8-TCR+CD69+CD24+CD25-;B2defM;A;CL |
Significance: 0.00945211 | Absent |
| CD4+CD8-TCR+CD69-CD24-CD25-;B2defM;A;CL |
Significance: 0.0354263 | Absent |
| CD4+CD8intTCR+CD69+CD24+;MHC2defM;A;CL |
Significance: 0.046137300000000006 | Absent |
| CD4+CD8+TCR+CD69-CD24-;MHC2defM;A;CL |
Significance: 0.0442538 | Absent |
| CD4+CD8-TCR+CD25+Foxp3-;A;CL |
Significance: 0.0564569 | Absent |
| CD4+CD8-TCR+CD25-Foxp3+;A;CL |
Significance: 0.044262300000000004 | Absent |
| CD4+CD8-TCR+CD25+Foxp3+;A;CL |
Significance: 0.0457632 | Absent |
| Erythroblast;A;CL |
Significance: 0.015394299999999998 | Absent |
| DP3a;A;CL |
Significance: 0.0383106 | Absent |
| DP3b;A;CL |
Significance: 0.0250972 | Absent |
| ISP;A;CL |
Significance: 0.0347936 | Absent |
| SML_INTSTN;A;CL |
Significance: 0.0469548 | Absent |
| LRG_INTSTN;A;CL |
Significance: 0.00559006 | Absent |
| LNG;A;CL |
Significance: 0.028635200000000003 | Absent |
| Adipose;A;CL |
Significance: 0.02074 | Absent |
| Mammary;A;CL |
Significance: 0.0285015 | Absent |
| testis;A;CL |
Significance: 0.0410351 | Absent |
| SPNL_CHRD;A;CL |
Significance: 0.0210715 | Absent |
| STMCH;A;CL |
Significance: 0.0576293 | Absent |
| NRV;Eye-OPTC;A;CL |
Significance: 0.0249715 | Absent |
| BRN;OLFTRY_BLB;A;CL |
Significance: 0.00546318 | Absent |
| BRN;MDL_OBLNGT;A;CL |
Significance: 0.013408000000000002 | Absent |
| BRN;CRBLM;A;CL |
Significance: 0.0248534 | Absent |
| aB;CD180;A;CL |
Significance: 0.057335199999999996 | Absent |
| LNG_TRM_HSC;A;CL |
Significance: 0.0271664 | Absent |
| SHRT_TRM_HSC;A;CL |
Significance: 0.0340411 | Absent |
| gamma_delta_TCR_MCR;A;CL |
Significance: 0.00972242 | Absent |
| gamma_delta_TCR_M-S-;A;CL |
Significance: 0.00519285 | Absent |
| NK;IL2+IL12+;A;CL |
Significance: 0.00834078 | Absent |
| ILC2precrsr;A;CL |
Significance: 0.0321325 | Absent |
| NCR+ILC3;A;CL |
Significance: 0.0479527 | Absent |
| ILC2_Nippo;A;CL |
Significance: 0.00550052 | Absent |
| ILC1;A;CL |
Significance: 0.0348968 | Absent |
| NCR+ILC3+IL23;A;CL |
Significance: 0.0462873 | Absent |
| ILC2;A;CL |
Significance: 0.00654948 | Absent |
| Th2_nippo;A;CL |
Significance: 0.022521799999999998 | Absent |
| aB_LPS+IL4_24h;A;CL |
Significance: 0.042075 | Absent |
| aB_LPS+IL4+Oligomycin_24h;A;CL |
Significance: 0.0180186 | Absent |
| CH12_QNTPLE;A;CL |
Significance: 0.055588 | Absent |
| wCH12;A;CL |
Significance: 0.0311402 | Absent |
| CH12;med14;A;CL |
Significance: 0.0547845 | Absent |
| wCH12_drug;A;CL |
Significance: 0.038075300000000006 | Absent |
| mem_precrsrT_SPLND;CD8+;A;GEO |
Significance: 0.028001299999999996 | Absent |
| NK_LVRD;CD19-CD3e-NKp46+DX+Trail-;A;GEO |
Significance: 0.0101529 | Absent |
| ES;J1;A;CL |
Significance: 0.0205791 | Absent |
| ES;E14;A;GEO |
Significance: 0.0500986 | Absent |
| ES;F1216;A;GEO |
Significance: 0.0229575 | Absent |
| ES;129SV_Jae_C57BL6J;A;GEO |
Significance: 0.057564699999999996 | Absent |
| ES;v6.5;A;GEO |
Significance: 0.0375676 | Absent |
| RTN;A;GEO |
Significance: 0.0164479 | Absent |
| CRBL_GRNL_Precrsr;A;GEO |
Significance: 0.036091000000000005 | Absent |
| ILC2+IL33+IL25;A;GEO |
Significance: 0.00698451 | Absent |
| ILC1;A;GEO |
Significance: 0.00828388 | Absent |
| ILC2;A;GEO |
Significance: 0.056519900000000005 | Absent |
| ILC3;A;GEO |
Significance: 0.00746919 | Absent |
| ILC1_AbxGRMFree;A;GEO |
Significance: 0.00903219 | Absent |
| ILC3_AbxGRMFree;A;GEO |
Significance: 0.00596522 | Absent |
| T_LCMV;CD8+;D8;A;GEO |
Significance: 0.029114799999999996 | Absent |
| T_LCMV;CD8+;D33;A;GEO |
Significance: 0.0150202 | Absent |
| T_LCMV;CD8+;D35;A;GEO |
Significance: 0.00562656 | Absent |
| TEff_SPLND;CD8+;A;GEO |
Significance: 0.0223257 | Absent |
| TExh_SPLND;CD8+;A;GEO |
Significance: 0.0500074 | Absent |
| TSLEC_SPLND;CD8+A;GEO |
Significance: 0.04639190000000001 | Absent |
| Teff;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.0391388 | Absent |
| cntrl_memT;TCR_SV40-I_CD8+;A;GEO |
Significance: 0.044304 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D5;A;GEO |
Significance: 0.0596125 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.00927836 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.0105286 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D60;A;GEO |
Significance: 0.0403794 | Absent |
| memT_tmrD_lstr;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.049924300000000005 | Absent |
| memT_tmrD_lstr;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.00430898 | Absent |
| memT_tmrD_lstr;TCR_SV40-I_CD8+;D35;A;GEO |
Significance: 0.028079200000000002 | Absent |
| memT_tmrD;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.0174123 | Absent |
| memT_tmrD;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.00824026 | Absent |
| iNKT;A;GEO |
Significance: 0.0258113 | Absent |
| aB;A;GEO |
Significance: 0.031154200000000003 | Absent |
| prePLSM_B;A;GEO |
Significance: 0.0521153 | Absent |
| B_SPLND;A;GEO |
Significance: 0.0300074 | Absent |
| preB_BMD;A;GEO |
Significance: 0.049576499999999996 | Absent |
| Erythroid;Ter119+;A;GEO |
Significance: 0.0255048 | Absent |
| AML;AE9a;A;GEO |
Significance: 0.0341004 | Absent |
| ENDRM_ESD;A;GEO |
Significance: 0.043260900000000005 | Absent |
| ROD_PHT_RCPTR;A;GEO |
Significance: 0.03610719999999999 | Absent |
| GCN_PHT_RCPTR;A;GEO |
Significance: 0.0142753 | Absent |
| BL_CN_PHT_RCPTR;A;GEO |
Significance: 0.0420188 | Absent |
| CN_PHT_RCPTR;A;GEO |
Significance: 0.025883099999999996 | Absent |
| npES;3rd_Rhmbmr_delC;E8.5;A;GEO |
Significance: 0.027055000000000003 | Absent |
| wES;5th_Rhmbmr;E9.5;A;GEO |
Significance: 0.027756700000000002 | Absent |
| wES;5th_Rhmbmr;E8.5;A;GEO |
Significance: 0.048566399999999996 | Absent |
| npES;5th_Rhmbmr_delA;E8.5;A;GEO |
Significance: 0.033743 | Absent |
| wES;posterior;2;E9.5;A;GEO |
Significance: 0.0276532 | Absent |
| wES;posterior;1;E8.5;A;GEO |
Significance: 0.0231697 | Absent |
| npES;posterior_delA;E8.5;A;GEO |
Significance: 0.033566000000000006 | Absent |
| npES;posterior_delC;E8.5;A;GEO |
Significance: 0.045381599999999994 | Absent |
| BCK_SKN;A;GEO |
Significance: 0.00212292 | Absent |
| wES.CRNL_NRL_CRST;E10.5;A;GEO |
Significance: 0.018352 | Absent |
| NPC;F129;A;GEO |
Significance: 0.013024 | Absent |
| NPC;G4;A;GEO |
Significance: 0.027388799999999998 | Absent |
| NPC;Ch13;A;GEO |
Significance: 0.0436298 | Absent |
| NPC;mE6;A;GEO |
Significance: 0.0497535 | Absent |
| G_NRN_P;A;GEO |
Significance: 0.025604400000000003 | Absent |
| ThMS_MEC;Aire++;A;GEO |
Significance: 0.0190805 | Absent |
| Corticotrope;A;GEO |
Significance: 0.0262481 | Absent |
| Melanotrope;A;GEO |
Significance: 0.019629900000000002 | Absent |
| npES;ZHBTC4;doxyc;treat;A;GEO |
Significance: 0.0224729 | Absent |
| npES;ZHBTC4;Brg1fl_fl;untreat;A;GEO |
Significance: 0.0138643 | Absent |
| EPP;A;En |
Significance: 0.034431199999999995 | Absent |
| MegEP;A;CL |
Significance: 0.034658 | Absent |
| pErythroblast;A;En |
Significance: 0.0299529 | Absent |
| pCMP;A;CL |
Significance: 0.049457 | Absent |
| ES;ZhBTc4;1;D;GEO |
Significance: 0.030320599999999996 | Absent |
| ES;ZhBTc4;2;D;GEO |
Significance: 0.0592706 | Absent |
| 3134_mammaryADNCRCNM;D;GE |
Significance: 0.04909469999999999 | Absent |
| T_SPLND_blstCLTRD;CD4+;D;GEO |
Significance: 0.0525182 | Absent |
| naiveT_SPLND;CD4+;D;GEO |
Significance: 0.05628969999999999 | Absent |
| apCD4Eff;D;GEO |
Significance: 0.030807599999999997 | Absent |
| ES;129S1_SVImJ_CJ7;D;En |
Significance: 0.059583800000000006 | Absent |
| ES;E14;D;En |
Significance: 0.0410332 | Absent |
| ES;C57BL_6J;R1;D;En |
Significance: 0.0188073 | Absent |
| KDNY;P0;D;En |
Significance: 0.00289899 | Absent |
| KDNY;8wks;D;En |
Significance: 0.00984952 | Absent |
| wES;LNG;E14.5;D;En |
Significance: 0.0311043 | Absent |
| Heart;8wks;D;En |
Significance: 0.00246421 | Absent |
| Heart;P0;D;En |
Significance: 0.0192492 | Absent |
| RTN;D1;D;En |
Significance: 0.032470599999999995 | Absent |
| wES;RTN;E11.5;D;En |
Significance: 0.0483239 | Absent |
| abTreg;CD4+_CD25+;8wks;D;En |
Significance: 0.055412199999999995 | Absent |
| EP;c-kit+CD71+Ter119+;D;En |
Significance: 0.017637599999999996 | Absent |
| wES;MSDRM;E11.5;D;En |
Significance: 0.0183976 | Absent |
| wES.Fr_BRN;E14.4;D;En |
Significance: 0.0425457 | Absent |
| Fr_BRN;P0;D;En |
Significance: 0.05437919999999999 | Absent |
| Hnd_BRN;P0;D;En |
Significance: 0.018774700000000002 | Absent |
| wES;Hnd_BRN;E11.5;D;En |
Significance: 0.0334421 | Absent |
| wES;Hnd_BRN;E14.5;D;En |
Significance: 0.0230958 | Absent |
| wES;Md_BRN;E14.4;D;En |
Significance: 0.0201773 | Absent |
| wES;Md_BRN;E11.5;D;En |
Significance: 0.023629900000000002 | Absent |
| Md_BRN;D;En |
Significance: 0.0183726 | Absent |
| wES;WHL_BRN;E14.5;D;En |
Significance: 0.03680119999999999 | Absent |
| wES;limb;E14.5;D;En |
Significance: 0.045897 | Absent |
| wES;Fr_lmb;E11.5;D;En |
Significance: 0.0460272 | Absent |
| wES;Hnd_lmb;E11.5;D;En |
Significance: 0.028828700000000002 | Absent |
| wES;FaceP;E14.5;D;En |
Significance: 0.0243994 | Absent |
| wES;FaceP;E11.5;D;En |
Significance: 0.0430202 | Absent |
| wES;NRL_Tube;E11.5;D;En |
Significance: 0.04150569999999999 | Absent |
| LRG_INTSTN;8wks;D;En |
Significance: 0.00742709 | Absent |
| STMCH;P0;D;En |
Significance: 0.00436187 | Absent |
| 3134_mammaryADNCRCNM;D;En |
Significance: 0.00732453 | Absent |
| CH12.LX;D;En |
Significance: 0.014447799999999998 | Absent |
| MEF.GATA-1-ER;D;En |
Significance: 0.016297700000000002 | Absent |
| MEL;D;En |
Significance: 0.0220914 | Absent |
| MEL_Znc_di-cl;24h;D;En |
Significance: 0.00392626 | Absent |
| MN1;D;En |
Significance: 0.0258645 | Absent |