# Parameters
data_name = "Arnt"
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 10:57:28,811 [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 |
|---|---|---|
| wES;limb;E14.5;D;En |
Significance: 0.0483133 |
Significance: 0.000755758 |
| wES;Hnd_lmb;E11.5;D;En |
Significance: 0.0537596 |
Significance: 0.05977040000000001 |
| wES;FaceP;E14.5;D;En |
Significance: 0.041593599999999994 |
Significance: 0.0542095 |
| LRG_INTSTN;8wks;D;En |
Significance: 0.0368664 |
Significance: 0.0348871 |
| B_SPLND;A;GEO |
Significance: 0.0487789 |
Significance: 0.037873000000000004 |
| MCRPHG_BMD.UnStmltd;A;GEO |
Significance: 0.0468894 |
Significance: 0.0268534 |
| DC_LPS;6h;A;GEO |
Significance: 0.0466048 |
Significance: 0.030447700000000005 |
| MTR_NRN_MN1;methyl3;D;En |
Significance: 0.037414300000000004 |
Significance: 0.053731799999999996 |
| CN_PHT_RCPTR;A;GEO |
Significance: 0.00157133 |
Significance: 0.0450065 |
| aNonTfh;A;CL |
Significance: 0.0488168 |
Significance: 0.0481705 |
| npES;3rd_Rhmbmr_delA;E8.5;A;GEO |
Significance: 0.00118955 |
Significance: 0.0351197 |
| npES;3rd_Rhmbmr_delC;E8.5;A;GEO |
Significance: 0.00143118 |
Significance: 0.0278062 |
| wES;5th_Rhmbmr;E9.5;A;GEO |
Significance: 0.0482584 |
Significance: 0.00340517 |
| CD4+CD8-TCR+CD69+CD24+CD25-;B2defM;A;CL |
Significance: 0.05221 |
Significance: 0.0143475 |
| wES;posterior;1;E8.5;A;GEO |
Significance: 0.046630300000000006 |
Significance: 0.0268846 |
| CD4+CD8-TCR+CD25-Foxp3+;A;CL |
Significance: 0.0432821 |
Significance: 0.0482778 |
| MCRPHG;A;CL |
Significance: 0.0425872 |
Significance: 0.0382702 |
| DP3a;A;CL |
Significance: 0.0420147 |
Significance: 0.00211924 |
| ISP;A;CL |
Significance: 0.0522248 |
Significance: 0.0389549 |
| ES;ZhBTc4;untreated;A;GEO |
Significance: 0.0468514 |
Significance: 0.0245745 |
| Heart;D;En |
Significance: 0.048746199999999996 |
Significance: 0.025681299999999997 |
| npES;ZHBTC4;doxyc;treat;A;GEO |
Significance: 0.047243900000000005 |
Significance: 0.032753199999999996 |
| ES;JM8.N4;Mitosis;A;GEO |
Significance: 0.05630740000000001 |
Significance: 0.0328831 |
| placenta;A;CL |
Significance: 0.044567 |
Significance: 0.0513315 |
| DC;A;En |
Significance: 0.0462673 |
Significance: 0.0326563 |
| ES;ZhBTc4;1;D;GEO |
Significance: 0.0418453 |
Significance: 0.011350299999999999 |
| ES;ZhBTc4;2;D;GEO |
Significance: 0.034052099999999995 |
Significance: 0.0428745 |
| ES;D0;D;GEO |
Significance: 0.0435149 |
Significance: 0.0459953 |
| LVR;8wks;D;GEO |
Significance: 0.0380055 |
Significance: 0.0230707 |
| LNG;8wks;D;GEO |
Significance: 0.04851230000000001 |
Significance: 0.0408329 |
| gamma_delta_TCR;A;CL |
Significance: 0.0453983 |
Significance: 0.050814 |
| NK;IL2+IL12+;A;CL |
Significance: 0.0546456 |
Significance: 0.0449756 |
| NCR+ILC3+IL23;A;CL |
Significance: 0.0484707 |
Significance: 0.043229500000000004 |
| aB_LPS+IL4+Oligomycin_24h;A;CL |
Significance: 0.0453575 |
Significance: 0.0008653889999999999 |
| ES;E14;D;En |
Significance: 0.057446699999999996 |
Significance: 0.055858500000000005 |
| ES;C57BL_6J;R1;D;En |
Significance: 0.0357978 |
Significance: 0.0395652 |
| CH12;med14;A;CL |
Significance: 0.0399651 |
Significance: 0.0398769 |
| NIH3T3_FBROBLST;D;En |
Significance: 0.0433005 |
Significance: 0.0540538 |
| KDNY;P0;D;En |
Significance: 0.0489087 |
Significance: 0.0577549 |
| KDNY;8wks;D;En |
Significance: 0.025110900000000002 |
Significance: 0.040288199999999996 |
| LVR;8wks;D;En |
Significance: 0.0459654 |
Significance: 0.00971722 |
| wES;LVR;E11.5;D.;En |
Significance: 0.0418707 |
Significance: 0.051888 |
| LNG;P0;D;En |
Significance: 0.0409652 |
Significance: 0.052784500000000005 |
| ES;129SV_Jae_C57BL6J;A;GEO |
Significance: 0.056349699999999996 |
Significance: 0.00172332 |
| Heart;8wks;D;En |
Significance: 0.043181300000000006 |
Significance: 0.0419551 |
| Heart;P0;D;En |
Significance: 0.0392522 |
Significance: 0.0587 |
| RTN;A;GEO |
Significance: 0.05652480000000001 |
Significance: 0.00422562 |
| wES;RTN;E11.5;D;En |
Significance: 0.0370175 |
Significance: 0.0441958 |
| CRBLM;D;En |
Significance: 0.0501661 |
Significance: 0.0474587 |
| ILC3;A;GEO |
Significance: 0.0494557 |
Significance: 0.0479189 |
| naiveT;CD8+;A;GEO |
Significance: 0.0010474 |
Significance: 0.0550644 |
| 416B_MP;CD34+;D;En |
Significance: 0.00116886 |
Significance: 0.0593712 |
| Muller;P12;D;En |
Significance: 0.0439464 |
Significance: 0.05719830000000001 |
| Hnd_BRN;P0;D;En |
Significance: 0.03529790000000001 |
Significance: 0.0244582 |
| wES;Hnd_BRN;E14.5;D;En |
Significance: 0.058551900000000004 |
Significance: 0.00215136 |
| wES;Md_BRN;E11.5;D;En |
Significance: 0.00044439 |
Significance: 0.000750685 |
| T_MLD;TCR_SV40-I_CD8+;D5;A;GEO |
Significance: 0.051605700000000004 |
Significance: 0.049099699999999996 |
| Cell type | Modisco | Homer |
|---|---|---|
| naiveCD8;A;CL |
Significance: 0.039653100000000004 | Absent |
| memT;CD4+;A;CL |
Significance: 0.051539800000000004 | Absent |
| Th17;CD4+;A;CL |
Significance: 0.042533800000000004 | Absent |
| NK_SPLND;A;CL |
Significance: 0.0388252 | Absent |
| proB;A;CL |
Significance: 0.0501763 | Absent |
| preB;A;CL |
Significance: 0.0508829 | Absent |
| matureB;A;CL |
Significance: 0.035011900000000006 | Absent |
| B1_B;A;CL |
Significance: 0.051823400000000006 | Absent |
| GC_B;A;CL |
Significance: 0.0588548 | Absent |
| plasmaB;A;CL |
Significance: 0.0585219 | Absent |
| aB_LPS;A;CL |
Significance: 0.0426028 | Absent |
| aB_LPS+IL4;A;CL |
Significance: 0.0368857 | Absent |
| aB_LPS+IL21;A;CL |
Significance: 0.0370779 | Absent |
| aB_LSP+a_d_dextran;A;CL |
Significance: 0.0431709 | Absent |
| aB_CD40+IL4;A;CL |
Significance: 0.0323623 | Absent |
| Mast;A;CL |
Significance: 0.045341 | Absent |
| BSPHL;A;CL |
Significance: 0.05941080000000001 | Absent |
| ESNPHL_ex-vivo_BlbC;A;CL |
Significance: 0.03531140000000001 | Absent |
| NTRPHL;A;CL |
Significance: 0.034058 | Absent |
| Tfh_LCMV;A;CL |
Significance: 0.0438897 | Absent |
| Tfh;A;CL |
Significance: 0.0485109 | Absent |
| aNonTfh_mut;A;CL |
Significance: 0.00126565 | Absent |
| Tfr;CD4+CD44+CXCR5+PD1+CD25+;A;CL |
Significance: 0.0460365 | Absent |
| Tfr_mut;CD4+CD44+CXCR5+PD1+CD25+;A;CL |
Significance: 0.045926999999999996 | Absent |
| naiveT;CD4+_CD44-_CD62L-_CD25-;A;CL |
Significance: 0.0459139 | Absent |
| naiveT_mut;CD4+_CD44-_CD62L-_CD25-;A;CL |
Significance: 0.042756199999999994 | Absent |
| largeDPprecrsr;CD4+CD8+CD69-;A;CL |
Significance: 0.058651699999999994 | Absent |
| smallDPprecrsor;CD4+CD8+CD69-;A;CL |
Significance: 0.0428093 | Absent |
| CD4+CD8intTCR+CD69+CD24+;B2defM;A;CL |
Significance: 0.0506289 | Absent |
| CD4+CD8-TCR+CD69-CD24-CD25-;B2defM;A;CL |
Significance: 0.0471462 | Absent |
| CD4+CD8intTCR+CD69+CD24+;MHC2defM;A;CL |
Significance: 0.0392629 | Absent |
| CD4+CD8+TCR+CD69+CD24+;MHC2defM;A;C |
Significance: 0.037157499999999996 | Absent |
| CD4+CD8+TCR+CD69-CD24-;MHC2defM;A;CL |
Significance: 0.0460898 | Absent |
| CD4+CD8-TCR+CD25+Foxp3-;A;CL |
Significance: 0.00106335 | Absent |
| CD4+CD8-TCR+CD25+Foxp3+;A;CL |
Significance: 0.00112405 | Absent |
| DC_BMD;A;CL |
Significance: 0.040788300000000006 | Absent |
| Erythroblast;A;CL |
Significance: 0.042541699999999995 | Absent |
| DP;A;CL |
Significance: 0.0009191360000000001 | Absent |
| DP3b;A;CL |
Significance: 0.0457275 | Absent |
| ES;E14;A;CL |
Significance: 0.0424327 | Absent |
| ES;MEF;A;CL |
Significance: 0.037959 | Absent |
| LRG_INTSTN;A;CL |
Significance: 0.046192199999999996 | Absent |
| LNG;A;CL |
Significance: 0.0482976 | Absent |
| Adipose;A;CL |
Significance: 0.0393834 | Absent |
| testis;A;CL |
Significance: 0.041755099999999996 | Absent |
| SPNL_CHRD;A;CL |
Significance: 0.0348608 | Absent |
| STMCH;A;CL |
Significance: 0.0479911 | Absent |
| eye-NRL_RTN;A;CL |
Significance: 0.054597400000000004 | Absent |
| NRV;Eye-OPTC;A;CL |
Significance: 0.0548077 | Absent |
| BRN;OLFTRY_BLB;A;CL |
Significance: 0.042649599999999996 | Absent |
| BRN;PTMN;A;CL |
Significance: 0.028575299999999998 | Absent |
| BRN;MDL_OBLNGT;A;CL |
Significance: 0.0322395 | Absent |
| BRN;SNSR_MTR_CRTX;A;CL |
Significance: 0.0471365 | Absent |
| BRN;CRBLM;A;CL |
Significance: 0.039606999999999996 | Absent |
| restingB;A;CL |
Significance: 0.032874900000000006 | Absent |
| aB;CD180;A;CL |
Significance: 0.0346977 | Absent |
| LNG_TRM_HSC;A;CL |
Significance: 0.0405802 | Absent |
| SHRT_TRM_HSC;A;CL |
Significance: 0.054860400000000004 | Absent |
| gamma_delta_TCR_MCR;A;CL |
Significance: 0.038991399999999996 | Absent |
| gamma_delta_TCR_M-S-;A;CL |
Significance: 0.0563374 | Absent |
| NCR+ILC3;A;CL |
Significance: 0.00138583 | Absent |
| ILC2_Nippo;A;CL |
Significance: 0.00109894 | Absent |
| ILC2;A;CL |
Significance: 0.0449672 | Absent |
| aB_LPS+IL4_24h;A;CL |
Significance: 0.0380787 | Absent |
| CH12_QNTPLE;A;CL |
Significance: 0.0457394 | Absent |
| wCH12;A;CL |
Significance: 0.039271600000000004 | Absent |
| wCH12_drug;A;CL |
Significance: 0.0380423 | Absent |
| CLP;A;CL |
Significance: 0.0557284 | Absent |
| mem_precrsrT_SPLND;CD8+;A;GEO |
Significance: 0.058199 | Absent |
| NK_LVRD;CD19-CD3e-NKp46+DX+Trail-;A;GEO |
Significance: 0.040831400000000004 | Absent |
| NTRPHL;A;GEO |
Significance: 0.042798800000000005 | Absent |
| ES;J1;A;CL |
Significance: 0.0450711 | Absent |
| ES;E14;A;GEO |
Significance: 0.05798919999999999 | Absent |
| Mammary_GLND;A;GEO |
Significance: 0.041687800000000004 | Absent |
| CRBL_GRNL_Precrsr;A;GEO |
Significance: 0.0474635 | Absent |
| ILC2+IL33+IL25;A;GEO |
Significance: 0.0012724 | Absent |
| ILC1;A;GEO |
Significance: 0.0538144 | Absent |
| ILC2;A;GEO |
Significance: 0.0541865 | Absent |
| ILC1_AbxGRMFree;A;GEO |
Significance: 0.0459234 | Absent |
| ILC2_AbxGRMFree;A;GEO |
Significance: 0.000618065 | Absent |
| ILC3_AbxGRMFree;A;GEO |
Significance: 0.00151291 | Absent |
| T_LCMV;CD8+;D33;A;GEO |
Significance: 0.05966269999999999 | Absent |
| T_LCMV;CD8+;D35;A;GEO |
Significance: 0.0479435 | Absent |
| TEff_SPLND;CD8+;A;GEO |
Significance: 0.053257000000000006 | Absent |
| TExh_SPLND;CD8+;A;GEO |
Significance: 0.0444897 | Absent |
| TSLEC_SPLND;CD8+A;GEO |
Significance: 0.057460800000000006 | Absent |
| naiveT;trnsgncTCR_SV40-I_CD8;A;GEO |
Significance: 0.058269900000000006 | Absent |
| Teff;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.0406183 | Absent |
| cntrl_memT;TCR_SV40-I_CD8+;A;GEO |
Significance: 0.0468466 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.00162816 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.058665300000000004 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D21;A;GEO |
Significance: 0.0506995 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D28;A;GEO |
Significance: 0.00136914 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D35;A;GEO |
Significance: 0.0443282 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D60;A;GEO |
Significance: 0.000859298 | Absent |
| memT_tmrD_lstr;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.0491974 | Absent |
| memT_tmrD_lstr;TCR_SV40-I_CD8+;D35;A;GEO |
Significance: 0.044278500000000005 | Absent |
| memT_tmrD;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.05674259999999999 | Absent |
| memT_tmrD;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.0479626 | Absent |
| iNKT;A;GEO |
Significance: 0.036507300000000006 | Absent |
| aB;A;GEO |
Significance: 0.0370871 | Absent |
| prePLSM_B;A;GEO |
Significance: 0.0388968 | Absent |
| preB_BMD;A;GEO |
Significance: 0.0349116 | Absent |
| B;B220_CD43;A;GEO |
Significance: 0.0372129 | Absent |
| MCRPHG_BMD.LPD_Stmltd;A;GEO |
Significance: 0.0433517 | Absent |
| Erythroid;Ter119+;A;GEO |
Significance: 0.0379025 | Absent |
| AML;AE9a;A;GEO |
Significance: 0.0417796 | Absent |
| DC_LPS;2h;A;GEO |
Significance: 0.04181169999999999 | Absent |
| DC_pBMD;A;GEO |
Significance: 0.027934300000000002 | Absent |
| ROD_PHT_RCPTR;A;GEO |
Significance: 0.048299800000000004 | Absent |
| ROD_PHT_RCPTR_RTN;A;GEO |
Significance: 0.0475076 | Absent |
| GCN_PHT_RCPTR;A;GEO |
Significance: 0.0474868 | Absent |
| BL_CN_PHT_RCPTR;A;GEO |
Significance: 0.0373864 | Absent |
| wES;3rd_Rhmbmr;E8.5;A;GEO |
Significance: 0.05671659999999999 | Absent |
| npES;5th_Rhmbmr_delC;E8.5;A;GEO |
Significance: 0.046725800000000005 | Absent |
| wES;5th_Rhmbmr;E8.5;A;GEO |
Significance: 0.051339499999999996 | Absent |
| npES;5th_Rhmbmr_delA;E8.5;A;GEO |
Significance: 0.0228245 | Absent |
| wES;posterior;1;E9.5;A;GEO |
Significance: 0.0542052 | Absent |
| wES;posterior;2;E9.5;A;GEO |
Significance: 0.0417832 | Absent |
| npES;posterior_delA;E8.5;A;GEO |
Significance: 0.044787 | Absent |
| npES;posterior_delC;E8.5;A;GEO |
Significance: 0.0534925 | Absent |
| BCK_SKN;A;GEO |
Significance: 0.052798000000000005 | Absent |
| wES.CRNL_NRL_CRST;E10.5;A;GEO |
Significance: 0.040087199999999996 | Absent |
| NPC;F129;A;GEO |
Significance: 0.051071 | Absent |
| ePyramidal_NRN;A;GEO |
Significance: 0.0594452 | Absent |
| iPV_NRN;A;GEO |
Significance: 0.044048000000000004 | Absent |
| iVIP_NRN;A;GEO |
Significance: 0.0352392 | Absent |
| G_NRN_P;A;GEO |
Significance: 0.0397874 | Absent |
| wES;GRM;E16.5;A;GEO |
Significance: 0.059068899999999994 | Absent |
| ThMS_MEC;Aire++;A;GEO |
Significance: 0.0486703 | Absent |
| Melanotrope;A;GEO |
Significance: 0.025745599999999997 | Absent |
| npES;ZHBTC4;Brg1fl_fl;untreat;A;GEO |
Significance: 0.057970900000000006 | Absent |
| ES;JM8.N4;Asynch;A;GEO |
Significance: 0.04358630000000001 | Absent |
| Mammary_BptfKO;A;GEO |
Significance: 0.0394331 | Absent |
| pMeg;A;En |
Significance: 0.0537516 | Absent |
| EPP;A;En |
Significance: 0.0470882 | Absent |
| MegEP;A;CL |
Significance: 0.059807900000000004 | Absent |
| pErythroblast;A;En |
Significance: 0.0465103 | Absent |
| MegP;A;En |
Significance: 0.049338599999999996 | Absent |
| pCMP;A;CL |
Significance: 0.0391426 | Absent |
| DC_LPS;4h;A;En |
Significance: 0.055452499999999995 | Absent |
| NIH3T3_FBROBLST;D;GEO |
Significance: 0.03967380000000001 | Absent |
| T_SPLND_blstCLTRD;CD4+;D;GEO |
Significance: 0.0391667 | Absent |
| naiveT_SPLND;CD4+;D;GEO |
Significance: 0.0516085 | Absent |
| apCD4Eff;D;GEO |
Significance: 0.05950830000000001 | Absent |
| 416B_MP;CD34+;D;GEO |
Significance: 0.00151572 | Absent |
| WHL_BRN;8wks;D;GEO |
Significance: 0.0278407 | Absent |
| ES;129S1_SVImJ_CJ7;D;En |
Significance: 0.038331 | Absent |
| FBRBLST;8wks;D;En |
Significance: 0.0331357 | Absent |
| 3T3-L1;FBRBLST;D;En |
Significance: 0.0538954 | Absent |
| LVR;P0;D;En |
Significance: 0.040575 | Absent |
| LNG;8wks;D;En |
Significance: 0.026206999999999998 | Absent |
| Adipose;D;En |
Significance: 0.0501029 | Absent |
| RTN;D1;D;En |
Significance: 0.0525821 | Absent |
| abTreg;CD4+_CD25+;8wks;D;En |
Significance: 0.0465827 | Absent |
| EP;c-kit+CD71+Ter119+;D;En |
Significance: 0.055868799999999996 | Absent |
| wES;MSDRM;E11.5;D;En |
Significance: 0.0431099 | Absent |
| wES.Fr_BRN;E14.4;D;En |
Significance: 0.0563669 | Absent |
| wES;Hnd_BRN;E11.5;D;En |
Significance: 0.059572 | Absent |
| wES;Md_BRN;E14.4;D;En |
Significance: 0.039044999999999996 | Absent |
| Md_BRN;D;En |
Significance: 0.041486199999999994 | Absent |
| WHL_BRN;8wks;D;En |
Significance: 0.0207468 | Absent |
| wES;Telenchephalon;D;En |
Significance: 0.042009899999999996 | Absent |
| wES;limb;E11.5;D;En |
Significance: 0.0542149 | Absent |
| wES;FaceP;E11.5;D;En |
Significance: 0.040230699999999994 | Absent |
| wES;NRL_Tube;E11.5;D;En |
Significance: 0.0509736 | Absent |
| STMCH;P0;D;En |
Significance: 0.0567068 | Absent |
| SKLTL_Muscle;8wks;D;En |
Significance: 0.0376777 | Absent |
| Spleen;8wks;D;En |
Significance: 0.032987 | Absent |
| 3134_mammaryADNCRCNM;D;En |
Significance: 0.00103824 | Absent |
| 416B;HMTP_SPNSN;CD34+;D;En |
Significance: 0.0573605 | Absent |
| AML;D;En |
Significance: 0.054278099999999996 | Absent |
| CH12.LX;D;En |
Significance: 0.0521859 | Absent |
| MEF.GATA-1-ER;D;En |
Significance: 0.00108647 | Absent |
| MEL;D;En |
Significance: 0.0589145 | Absent |
| MEL_Znc_di-cl;24h;D;En |
Significance: 0.0483476 | Absent |
| NIH3T3;D;En |
Significance: 0.05257230000000001 | Absent |
| 3T3-L1;D;En |
Significance: 0.00067412 | Absent |
| Cell type | Modisco | Homer |
|---|---|---|
| wES;Fr_lmb;E11.5;D;En | Absent |
Significance: 0.030191200000000005 |
| ES;F1216;A;GEO | Absent |
Significance: 0.0239713 |
| NPC;Ch13;A;GEO | Absent |
Significance: 0.053696100000000004 |
| A20;B-lymphoma;D;En | Absent |
Significance: 0.0120068 |
| apThEff;CD4+;8wks;D;En. | Absent |
Significance: 0.0054804 |
| Treg;CD4+_CD25+;D;GEO | Absent |
Significance: 0.00216802 |
| ENDRM_ESD;A;GEO | Absent |
Significance: 0.05363830000000001 |
| Fr_BRN;P0;D;En | Absent |
Significance: 0.04147580000000001 |