# Parameters
data_name = "Mafa"
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 11:18:33,899 [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: 0.020878099999999997 |
| Th17;CD4+;A;CL |
Significance: 0.0114762 |
Significance: 0.0236176 |
| BSPHL;A;CL |
Significance: 0.0441358 |
Significance: 0.00735854 |
| ESNPHL_ex-vivo_BlbC;A;CL |
Significance: 0.00383696 |
Significance: 0.0219601 |
| DC_BMD;A;CL |
Significance: 0.00723876 |
Significance: 0.0223847 |
| MCRPHG;A;CL |
Significance: 0.00681553 |
Significance: 0.00404352 |
| Erythroblast;A;CL |
Significance: 0.00048351300000000003 |
Significance: 0.00180477 |
| SML_INTSTN;A;CL |
Significance: 0.04138 |
Significance: 0.034266500000000005 |
| Heart;D;En |
Significance: 0.0371527 |
Significance: 0.043774 |
| Adrenal;A;CL |
Significance: 0.028295499999999998 |
Significance: 0.00779083 |
| placenta;A;CL |
Significance: 0.0474712 |
Significance: 0.0188234 |
| BRN;FRNTL_CRTX;A;CL |
Significance: 0.0332148 |
Significance: 0.018710499999999998 |
| BRN;PTMN;A;CL |
Significance: 0.034148000000000005 |
Significance: 0.0329847 |
| BRN;SNSR_MTR_CRTX;A;CL |
Significance: 0.0318532 |
Significance: 0.0297289 |
| gamma_delta_TCR;A;CL |
Significance: 0.023118200000000002 |
Significance: 0.00838384 |
| gamma_delta_TCR_M-S-;A;CL |
Significance: 0.028227999999999996 |
Significance: 0.0244541 |
| NCR+ILC3;A;CL |
Significance: 0.030172900000000002 |
Significance: 0.00458169 |
| NCR+ILC3+IL23;A;CL |
Significance: 0.027860400000000004 |
Significance: 0.00793418 |
| ILC2;A;CL |
Significance: 0.026187099999999998 |
Significance: 0.0272209 |
| Th2_nippo;A;CL |
Significance: 0.0194218 |
Significance: 0.027315499999999996 |
| ES;v6.5;A;GEO |
Significance: 0.00606043 |
Significance: 0.00292103 |
| Mammary_GLND;A;GEO |
Significance: 0.036470800000000005 |
Significance: 0.00288875 |
| ILC2+IL33+IL25;A;GEO |
Significance: 0.0326027 |
Significance: 0.014159799999999998 |
| ILC1;A;GEO |
Significance: 0.0156947 |
Significance: 0.0121765 |
| ILC2;A;GEO |
Significance: 0.0215983 |
Significance: 0.012529799999999999 |
| ILC3;A;GEO |
Significance: 0.00446511 |
Significance: 0.025994299999999998 |
| ILC1_AbxGRMFree;A;GEO |
Significance: 0.0186095 |
Significance: 0.0260332 |
| ILC3_AbxGRMFree;A;GEO |
Significance: 0.0145541 |
Significance: 0.0166698 |
| T_LCMV;CD8+;D35;A;GEO |
Significance: 0.0180804 |
Significance: 0.0148393 |
| TSLEC_SPLND;CD8+A;GEO |
Significance: 0.0113485 |
Significance: 0.010960600000000001 |
| T_MLD;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.058318100000000005 |
Significance: 0.026346299999999996 |
| memT_tmrD_lstr;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.05659840000000001 |
Significance: 0.0209377 |
| memT_tmrD_lstr;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.04851830000000001 |
Significance: 0.026464799999999997 |
| memT_tmrD;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.0503059 |
Significance: 0.0298813 |
| MCRPHG_BMD.UnStmltd;A;GEO |
Significance: 0.023331599999999997 |
Significance: 0.0187299 |
| MCRPHG_BMD.LPD_Stmltd;A;GEO |
Significance: 0.04276869999999999 |
Significance: 0.00331126 |
| Erythroid;Ter119+;A;GEO |
Significance: 0.000495255 |
Significance: 0.000122547 |
| AML;AE9a;A;GEO |
Significance: 0.0009276060000000001 |
Significance: 0.00039136300000000004 |
| DC_LPS;6h;A;GEO |
Significance: 0.03748030000000001 |
Significance: 0.041268599999999996 |
| DC_LPS;2h;A;GEO |
Significance: 0.046543 |
Significance: 0.00159849 |
| DC_pBMD;A;GEO |
Significance: 0.0406253 |
Significance: 0.023140599999999997 |
| BCK_SKN;A;GEO |
Significance: 0.05597080000000001 |
Significance: 0.0156864 |
| ePyramidal_NRN;A;GEO |
Significance: 0.0467897 |
Significance: 0.018057 |
| iPV_NRN;A;GEO |
Significance: 0.00552953 |
Significance: 0.0117274 |
| eCortical_NRN;A;GEO |
Significance: 0.0495466 |
Significance: 0.0265835 |
| ThMS_MEC;Aire++;A;GEO |
Significance: 0.0146678 |
Significance: 0.0269306 |
| Corticotrope;A;GEO |
Significance: 0.03685580000000001 |
Significance: 0.023187799999999998 |
| Mammary_BptfKO;A;GEO |
Significance: 0.05623330000000001 |
Significance: 0.01681 |
| EPP;A;En |
Significance: 0.00043269 |
Significance: 0.00144212 |
| pErythroblast;A;En |
Significance: 0.000728202 |
Significance: 0.00190444 |
| MegP;A;En |
Significance: 0.000817911 |
Significance: 0.001661 |
| pCMP;A;CL |
Significance: 0.000729645 |
Significance: 0.00156557 |
| DC_LPS;4h;A;En |
Significance: 0.0226692 |
Significance: 0.0211489 |
| DC;A;En |
Significance: 0.030419799999999997 |
Significance: 0.00443331 |
| ES;ZhBTc4;1;D;GEO |
Significance: 0.00054292 |
Significance: 0.000271746 |
| NIH3T3_FBROBLST;D;GEO |
Significance: 0.00206537 |
Significance: 0.0065069 |
| LNG;8wks;D;GEO |
Significance: 0.0357754 |
Significance: 0.049766000000000005 |
| 3134_mammaryADNCRCNM;D;GE |
Significance: 0.0114086 |
Significance: 0.00574493 |
| T_SPLND_blstCLTRD;CD4+;D;GEO |
Significance: 0.0435811 |
Significance: 0.0147799 |
| 416B_MP;CD34+;D;GEO |
Significance: 0.0357356 |
Significance: 0.00949114 |
| WHL_BRN;8wks;D;GEO |
Significance: 0.040086300000000005 |
Significance: 0.0212295 |
| NIH3T3_FBROBLST;D;En |
Significance: 0.00844356 |
Significance: 0.00736562 |
| FBRBLST;8wks;D;En |
Significance: 0.0509611 |
Significance: 0.00715358 |
| 3T3-L1;FBRBLST;D;En |
Significance: 0.0319542 |
Significance: 0.0161648 |
| wES;LVR;E11.5;D.;En |
Significance: 0.00103994 |
Significance: 0.000908492 |
| LNG;8wks;D;En |
Significance: 0.0164888 |
Significance: 0.011928200000000002 |
| LNG;P0;D;En |
Significance: 0.0429641 |
Significance: 0.0125703 |
| Heart;P0;D;En |
Significance: 0.0512356 |
Significance: 0.032549299999999996 |
| Adipocyte_3T3-L1D;C57BL6;D8;D;En |
Significance: 0.00424286 |
Significance: 0.0109577 |
| Adipose;D;En |
Significance: 0.0124549 |
Significance: 0.0222918 |
| EP;c-kit+CD71+Ter119+;D;En |
Significance: 0.00114441 |
Significance: 0.0009324310000000001 |
| 416B_MP;CD34+;D;En |
Significance: 0.00559846 |
Significance: 0.0022711 |
| WHL_BRN;8wks;D;En |
Significance: 0.0430462 |
Significance: 0.014613399999999999 |
| STMCH;P0;D;En |
Significance: 0.028411000000000002 |
Significance: 0.0202936 |
| SKLTL_Muscle;8wks;D;En |
Significance: 0.014754 |
Significance: 0.0225458 |
| 3134_mammaryADNCRCNM;D;En |
Significance: 0.00992993 |
Significance: 0.015416899999999999 |
| 416B;HMTP_SPNSN;CD34+;D;En |
Significance: 0.0127112 |
Significance: 0.00041427900000000004 |
| AML;D;En |
Significance: 0.00744261 |
Significance: 0.0208273 |
| CH12.LX;D;En |
Significance: 0.00616268 |
Significance: 0.03720130000000001 |
| MEF.GATA-1-ER;D;En |
Significance: 0.00110039 |
Significance: 0.000510625 |
| MEL;D;En |
Significance: 0.0006618230000000001 |
Significance: 0.0361358 |
| NIH3T3;D;En |
Significance: 0.00831624 |
Significance: 0.014113399999999998 |
| MTR_NRN_MN1;methyl3;D;En |
Significance: 0.052899 |
Significance: 0.0162892 |
| MN1;D;En |
Significance: 0.0100447 |
Significance: 0.0221787 |
| 3T3-L1;D;En |
Significance: 0.00820488 |
Significance: 0.00663483 |
| Cell type | Modisco | Homer |
|---|---|---|
| MPP;A;CL |
Significance: 0.000600243 | Absent |
| naiveCD8;A;CL |
Significance: 0.042031900000000004 | Absent |
| NK_SPLND;A;CL |
Significance: 0.0326445 | Absent |
| proB;A;CL |
Significance: 0.00387796 | Absent |
| matureB;A;CL |
Significance: 0.00983476 | Absent |
| B1_B;A;CL |
Significance: 0.041255400000000005 | Absent |
| plasmaB;A;CL |
Significance: 0.00646618 | Absent |
| aB_LPS;A;CL |
Significance: 0.00809606 | Absent |
| aB_LPS+IL4;A;CL |
Significance: 0.039148 | Absent |
| aB_LPS+IL21;A;CL |
Significance: 0.043748300000000004 | Absent |
| aB_LSP+a_d_dextran;A;CL |
Significance: 0.0244761 | Absent |
| aB_CD40+IL4;A;CL |
Significance: 0.0285203 | Absent |
| Mast;A;CL |
Significance: 0.00350569 | Absent |
| ESNPHL_SPLND_BlbCA;CL |
Significance: 0.00900569 | Absent |
| NTRPHL;A;CL |
Significance: 0.040951 | Absent |
| Tfh_LCMV;A;CL |
Significance: 0.00759004 | Absent |
| Tfh;A;CL |
Significance: 0.00912087 | Absent |
| aNonTfh;A;CL |
Significance: 0.038400800000000006 | Absent |
| aNonTfh_mut;A;CL |
Significance: 0.00452375 | Absent |
| Tfr;CD4+CD44+CXCR5+PD1+CD25+;A;CL |
Significance: 0.0207553 | Absent |
| Tfr_mut;CD4+CD44+CXCR5+PD1+CD25+;A;CL |
Significance: 0.0340886 | Absent |
| smallDPprecrsor;CD4+CD8+CD69-;A;CL |
Significance: 0.00091686 | Absent |
| CD4+CD8intTCR+CD69+CD24+;B2defM;A;CL |
Significance: 0.03678819999999999 | Absent |
| CD4+CD8+TCR+CD69-CD24-;MHC2defM;A;CL |
Significance: 0.0315656 | Absent |
| CD4+CD8-TCR+CD25+Foxp3-;A;CL |
Significance: 0.0367039 | Absent |
| CD4+CD8-TCR+CD25-Foxp3+;A;CL |
Significance: 0.0247588 | Absent |
| CD4+CD8-TCR+CD25+Foxp3+;A;CL |
Significance: 0.0468653 | Absent |
| DP;A;CL |
Significance: 0.000232587 | Absent |
| DP3a;A;CL |
Significance: 0.000475861 | Absent |
| ES;E14;A;CL |
Significance: 0.00057363 | Absent |
| LRG_INTSTN;A;CL |
Significance: 0.0361075 | Absent |
| LNG;A;CL |
Significance: 0.0134828 | Absent |
| Muscle;A;CL |
Significance: 0.000545081 | Absent |
| Adipose;A;CL |
Significance: 0.0332292 | Absent |
| Mammary;A;CL |
Significance: 0.05229109999999999 | Absent |
| STMCH;A;CL |
Significance: 0.0255477 | Absent |
| PNCRS;A;CL |
Significance: 0.0333717 | Absent |
| NRV;Eye-OPTC;A;CL |
Significance: 0.00172727 | Absent |
| BRN;MDL_OBLNGT;A;CL |
Significance: 0.00243125 | Absent |
| BRN;CRBLM;A;CL |
Significance: 0.00276148 | Absent |
| aB;CD180;A;CL |
Significance: 0.05626799999999999 | Absent |
| LNG_TRM_HSC;A;CL |
Significance: 0.000737525 | Absent |
| SHRT_TRM_HSC;A;CL |
Significance: 0.000765963 | Absent |
| gamma_delta_TCR_MCR;A;CL |
Significance: 0.0174795 | Absent |
| NK;IL2+IL12+;A;CL |
Significance: 0.041730699999999996 | Absent |
| ILC2precrsr;A;CL |
Significance: 0.013110900000000002 | Absent |
| ILC1;A;CL |
Significance: 0.0383972 | Absent |
| aB_LPS+IL4_24h;A;CL |
Significance: 0.018204599999999998 | Absent |
| CH12_QNTPLE;A;CL |
Significance: 0.00117027 | Absent |
| wCH12;A;CL |
Significance: 0.0309538 | Absent |
| CH12;med14;A;CL |
Significance: 0.0256219 | Absent |
| CLP;A;CL |
Significance: 0.00426067 | Absent |
| mem_precrsrT_SPLND;CD8+;A;GEO |
Significance: 0.0317686 | Absent |
| NK_LVRD;CD19-CD3e-NKp46+DX+Trail-;A;GEO |
Significance: 0.047988 | Absent |
| NTRPHL;A;GEO |
Significance: 0.000819493 | Absent |
| ES;J1;A;CL |
Significance: 0.00401716 | Absent |
| ES;E14;A;GEO |
Significance: 0.00892456 | Absent |
| ES;F1216;A;GEO |
Significance: 0.00998947 | Absent |
| ES;129SV_Jae_C57BL6J;A;GEO |
Significance: 0.00189634 | Absent |
| CRBL_GRNL_Precrsr;A;GEO |
Significance: 0.039225300000000005 | Absent |
| ILC2_AbxGRMFree;A;GEO |
Significance: 0.00631477 | Absent |
| naiveT;CD8+;A;GEO |
Significance: 0.047849300000000004 | Absent |
| T_LCMV;CD8+;D8;A;GEO |
Significance: 0.0427715 | Absent |
| T_LCMV;CD8+;D33;A;GEO |
Significance: 0.0495112 | Absent |
| TEff_SPLND;CD8+;A;GEO |
Significance: 0.0526577 | Absent |
| TExh_SPLND;CD8+;A;GEO |
Significance: 0.0542029 | Absent |
| Teff;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.0418599 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D21;A;GEO |
Significance: 0.0479088 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D28;A;GEO |
Significance: 0.0488304 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D35;A;GEO |
Significance: 0.0533564 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D60;A;GEO |
Significance: 0.05168060000000001 | Absent |
| memT_tmrD_lstr;TCR_SV40-I_CD8+;D35;A;GEO |
Significance: 0.0240873 | Absent |
| iNKT;A;GEO |
Significance: 0.00533021 | Absent |
| prePLSM_B;A;GEO |
Significance: 0.031904 | Absent |
| B;B220_CD43;A;GEO |
Significance: 0.00604279 | Absent |
| ENDRM_ESD;A;GEO |
Significance: 0.00392762 | Absent |
| GCN_PHT_RCPTR;A;GEO |
Significance: 0.00758302 | Absent |
| BL_CN_PHT_RCPTR;A;GEO |
Significance: 0.0179688 | Absent |
| wES;3rd_Rhmbmr;E8.5;A;GEO |
Significance: 0.0174828 | Absent |
| wES;5th_Rhmbmr;E8.5;A;GEO |
Significance: 0.0584525 | Absent |
| npES;posterior_delA;E8.5;A;GEO |
Significance: 0.000761217 | Absent |
| npES;posterior_delC;E8.5;A;GEO |
Significance: 0.00712449 | Absent |
| NPC;F129;A;GEO |
Significance: 0.015685499999999998 | Absent |
| NPC;G4;A;GEO |
Significance: 0.00510406 | Absent |
| NPC;Ch13;A;GEO |
Significance: 0.0313012 | Absent |
| NPC;mE6;A;GEO |
Significance: 0.030530400000000003 | Absent |
| iVIP_NRN;A;GEO |
Significance: 0.05781669999999999 | Absent |
| ES;ZhBTc4;untreated;A;GEO |
Significance: 0.00062829 | Absent |
| npES;ZHBTC4;doxyc;treat;A;GEO |
Significance: 0.00412643 | Absent |
| npES;ZHBTC4;Brg1fl_fl;untreat;A;GEO |
Significance: 0.00165378 | Absent |
| ES;JM8.N4;Asynch;A;GEO |
Significance: 0.000346334 | Absent |
| ES;JM8.N4;Mitosis;A;GEO |
Significance: 0.000875182 | Absent |
| pMeg;A;En |
Significance: 0.000785399 | Absent |
| MegEP;A;CL |
Significance: 0.0007536 | Absent |
| pGMP;A;En |
Significance: 0.0007112430000000001 | Absent |
| ES;ZhBTc4;2;D;GEO |
Significance: 0.000542733 | Absent |
| ES;D0;D;GEO |
Significance: 0.000320133 | Absent |
| LVR;8wks;D;GEO |
Significance: 3.4043e-05 | Absent |
| apCD4Eff;D;GEO |
Significance: 0.0441625 | Absent |
| ES;129S1_SVImJ_CJ7;D;En |
Significance: 0.000603773 | Absent |
| ES;E14;D;En |
Significance: 0.000420686 | Absent |
| ES;C57BL_6J;R1;D;En |
Significance: 0.000519866 | Absent |
| KDNY;P0;D;En |
Significance: 0.034860699999999994 | Absent |
| KDNY;8wks;D;En |
Significance: 7.58322e-06 | Absent |
| LVR;8wks;D;En |
Significance: 0.00121247 | Absent |
| LVR;P0;D;En |
Significance: 0.00254296 | Absent |
| wES;LNG;E14.5;D;En |
Significance: 0.0106972 | Absent |
| Heart;8wks;D;En |
Significance: 0.0224528 | Absent |
| RTN;D1;D;En |
Significance: 0.0140251 | Absent |
| CRBLM;D;En |
Significance: 0.0211918 | Absent |
| abTreg;CD4+_CD25+;8wks;D;En |
Significance: 0.0568035 | Absent |
| Fr_BRN;P0;D;En |
Significance: 0.00288288 | Absent |
| wES;FaceP;E14.5;D;En |
Significance: 0.0332198 | Absent |
| LRG_INTSTN;8wks;D;En |
Significance: 0.0372841 | Absent |
| Spleen;8wks;D;En |
Significance: 0.0188891 | Absent |
| MEL_Znc_di-cl;24h;D;En |
Significance: 0.000295235 | Absent |
| Cell type | Modisco | Homer |
|---|---|---|
| BRN;OLFTRY_BLB;A;CL | Absent |
Significance: 0.00727943 |
| memT_tmrD;TCR_SV40-I_CD8+;D7;A;GEO | Absent |
Significance: 0.0363418 |
| SKN_EPTHL;A;GEO | Absent |
Significance: 0.0360857 |
| aB;A;GEO | Absent |
Significance: 0.0205638 |
| ILC2_Nippo;A;CL | Absent |
Significance: 0.010812200000000001 |
| ES;MEF;A;CL | Absent |
Significance: 0.013305500000000001 |
| T_MLD;TCR_SV40-I_CD8+;D7;A;GEO | Absent |
Significance: 0.0169058 |
| Melanotrope;A;GEO | Absent |
Significance: 0.043171499999999995 |
| Muller;P12;D;En | Absent |
Significance: 0.00844979 |
| aB_LPS+IL4+Oligomycin_24h;A;CL | Absent |
Significance: 0.0178904 |
| wCH12_drug;A;CL | Absent |
Significance: 0.00609182 |
| wES;Telenchephalon;D;En | Absent |
Significance: 0.028109699999999998 |