# Parameters
data_name = "Nfe2"
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 11:22:33,780 [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: 0.0125777 |
Significance: 0.059080799999999996 |
| Th17;CD4+;A;CL |
Significance: 0.0005419309999999999 |
Significance: 0.0097168 |
| BSPHL;A;CL |
Significance: 0.00021631799999999998 |
Significance: 0.00198176 |
| ESNPHL_ex-vivo_BlbC;A;CL |
Significance: 1.0717100000000001e-05 |
Significance: 0.0126479 |
| NTRPHL;A;CL |
Significance: 0.00020946799999999998 |
Significance: 0.0143095 |
| Tfr;CD4+CD44+CXCR5+PD1+CD25+;A;CL |
Significance: 0.00021746599999999998 |
Significance: 0.0271594 |
| DC_BMD;A;CL |
Significance: 0.00184725 |
Significance: 2.80462e-05 |
| MCRPHG;A;CL |
Significance: 0.0117015 |
Significance: 0.00456125 |
| Erythroblast;A;CL |
Significance: 8.234950000000001e-09 |
Significance: 9.42994e-05 |
| ES;MEF;A;CL |
Significance: 0.00951064 |
Significance: 0.0206944 |
| SML_INTSTN;A;CL |
Significance: 0.00993493 |
Significance: 0.00970569 |
| Heart;D;En |
Significance: 0.00262917 |
Significance: 0.011404700000000002 |
| Adrenal;A;CL |
Significance: 0.00898035 |
Significance: 0.00683837 |
| placenta;A;CL |
Significance: 0.00789037 |
Significance: 2.47397e-05 |
| BRN;OLFTRY_BLB;A;CL |
Significance: 0.0153566 |
Significance: 0.015099200000000002 |
| BRN;FRNTL_CRTX;A;CL |
Significance: 0.00679833 |
Significance: 8.95337e-06 |
| BRN;PTMN;A;CL |
Significance: 0.0127662 |
Significance: 0.013616999999999999 |
| BRN;SNSR_MTR_CRTX;A;CL |
Significance: 0.007906100000000001 |
Significance: 0.00162291 |
| gamma_delta_TCR;A;CL |
Significance: 0.00207072 |
Significance: 0.0242245 |
| gamma_delta_TCR_MCR;A;CL |
Significance: 0.011713 |
Significance: 0.0248641 |
| gamma_delta_TCR_M-S-;A;CL |
Significance: 0.000118207 |
Significance: 0.0578654 |
| NCR+ILC3;A;CL |
Significance: 0.00381547 |
Significance: 0.0201879 |
| ILC2_Nippo;A;CL |
Significance: 0.0147351 |
Significance: 0.016896 |
| NCR+ILC3+IL23;A;CL |
Significance: 0.00013206899999999999 |
Significance: 0.00951923 |
| ILC2;A;CL |
Significance: 0.000359958 |
Significance: 0.03675080000000001 |
| Th2_nippo;A;CL |
Significance: 2.36907e-05 |
Significance: 0.0221881 |
| aB_LPS+IL4+Oligomycin_24h;A;CL |
Significance: 0.047808300000000005 |
Significance: 0.0031601999999999997 |
| ES;v6.5;A;GEO |
Significance: 0.00117292 |
Significance: 0.0197012 |
| Mammary_GLND;A;GEO |
Significance: 0.00319031 |
Significance: 0.00124228 |
| ILC2+IL33+IL25;A;GEO |
Significance: 0.00108687 |
Significance: 0.024931900000000003 |
| ILC1;A;GEO |
Significance: 0.00925492 |
Significance: 0.045843300000000003 |
| ILC3;A;GEO |
Significance: 0.00689581 |
Significance: 0.0185098 |
| ILC1_AbxGRMFree;A;GEO |
Significance: 0.0006451919999999999 |
Significance: 0.042531599999999996 |
| T_LCMV;CD8+;D35;A;GEO |
Significance: 1.52776e-05 |
Significance: 0.0371071 |
| TSLEC_SPLND;CD8+A;GEO |
Significance: 0.012173999999999999 |
Significance: 0.00523061 |
| T_MLD;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.011979700000000001 |
Significance: 0.00113866 |
| T_MLD;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.0110127 |
Significance: 0.016078 |
| memT_tmrD_lstr;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.00819335 |
Significance: 1.84373e-05 |
| memT_tmrD_lstr;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.00815385 |
Significance: 0.0163414 |
| memT_tmrD;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.013904399999999999 |
Significance: 0.0184345 |
| memT_tmrD;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.0189239 |
Significance: 0.0165759 |
| MCRPHG_BMD.UnStmltd;A;GEO |
Significance: 0.00038586400000000003 |
Significance: 1.29809e-05 |
| MCRPHG_BMD.LPD_Stmltd;A;GEO |
Significance: 0.00244938 |
Significance: 0.00532384 |
| Erythroid;Ter119+;A;GEO |
Significance: 2.57238e-09 |
Significance: 4.26735e-07 |
| AML;AE9a;A;GEO |
Significance: 8.692449999999999e-08 |
Significance: 3.7856199999999995e-06 |
| DC_LPS;6h;A;GEO |
Significance: 0.00335708 |
Significance: 0.0173055 |
| DC_LPS;2h;A;GEO |
Significance: 0.00301264 |
Significance: 0.00410715 |
| DC_pBMD;A;GEO |
Significance: 0.00046083 |
Significance: 2.07469e-05 |
| SKN_EPTHL;A;GEO |
Significance: 0.0176711 |
Significance: 0.0202137 |
| BCK_SKN;A;GEO |
Significance: 0.00814035 |
Significance: 0.017827700000000002 |
| ePyramidal_NRN;A;GEO |
Significance: 0.00860135 |
Significance: 0.0214757 |
| iPV_NRN;A;GEO |
Significance: 0.0026560999999999998 |
Significance: 0.023402799999999998 |
| eCortical_NRN;A;GEO |
Significance: 0.0120664 |
Significance: 0.0183352 |
| ThMS_MEC;Aire++;A;GEO |
Significance: 0.029261900000000004 |
Significance: 0.0119982 |
| Corticotrope;A;GEO |
Significance: 0.0030305999999999996 |
Significance: 0.0328593 |
| Melanotrope;A;GEO |
Significance: 0.00657275 |
Significance: 0.031024700000000002 |
| Mammary_BptfKO;A;GEO |
Significance: 0.0068319999999999995 |
Significance: 0.0266386 |
| EPP;A;En |
Significance: 1.23412e-08 |
Significance: 0.000728515 |
| pErythroblast;A;En |
Significance: 1.1703299999999999e-08 |
Significance: 0.000279709 |
| MegP;A;En |
Significance: 5.7897999999999993e-08 |
Significance: 3.67228e-05 |
| pCMP;A;CL |
Significance: 6.54261e-08 |
Significance: 0.000267842 |
| DC_LPS;4h;A;En |
Significance: 0.000310581 |
Significance: 1.5311e-06 |
| DC;A;En |
Significance: 0.00039691199999999997 |
Significance: 0.00225447 |
| ES;ZhBTc4;1;D;GEO |
Significance: 1.41093e-08 |
Significance: 2.83752e-07 |
| NIH3T3_FBROBLST;D;GEO |
Significance: 0.00206537 |
Significance: 0.011146 |
| 3134_mammaryADNCRCNM;D;GE |
Significance: 0.0230845 |
Significance: 0.0109947 |
| T_SPLND_blstCLTRD;CD4+;D;GEO |
Significance: 0.00445312 |
Significance: 0.0005881980000000001 |
| 416B_MP;CD34+;D;GEO |
Significance: 0.00038777099999999997 |
Significance: 0.0007816310000000001 |
| WHL_BRN;8wks;D;GEO |
Significance: 0.0079845 |
Significance: 0.0212765 |
| NIH3T3_FBROBLST;D;En |
Significance: 0.0226795 |
Significance: 0.007370100000000001 |
| FBRBLST;8wks;D;En |
Significance: 0.00675941 |
Significance: 0.010004299999999999 |
| 3T3-L1;FBRBLST;D;En |
Significance: 0.00360067 |
Significance: 0.0161648 |
| wES;LVR;E11.5;D.;En |
Significance: 1.23962e-07 |
Significance: 4.92069e-07 |
| LNG;8wks;D;En |
Significance: 0.000782994 |
Significance: 0.017168799999999998 |
| LNG;P0;D;En |
Significance: 0.00849064 |
Significance: 0.047258999999999995 |
| Heart;P0;D;En |
Significance: 0.0064223 |
Significance: 0.019105 |
| Adipocyte_3T3-L1D;C57BL6;D8;D;En |
Significance: 3.70455e-05 |
Significance: 0.0197042 |
| Adipose;D;En |
Significance: 0.000160923 |
Significance: 0.025442199999999998 |
| EP;c-kit+CD71+Ter119+;D;En |
Significance: 1.30069e-07 |
Significance: 0.000270808 |
| 416B_MP;CD34+;D;En |
Significance: 2.4313699999999997e-05 |
Significance: 0.00437335 |
| Muller;P12;D;En |
Significance: 0.0072671 |
Significance: 0.00499522 |
| WHL_BRN;8wks;D;En |
Significance: 0.0085436 |
Significance: 0.0183978 |
| wES;Telenchephalon;D;En |
Significance: 0.00851696 |
Significance: 0.00486488 |
| LRG_INTSTN;8wks;D;En |
Significance: 0.00638996 |
Significance: 0.012581499999999999 |
| STMCH;P0;D;En |
Significance: 0.00585408 |
Significance: 0.0175646 |
| SKLTL_Muscle;8wks;D;En |
Significance: 6.843970000000001e-05 |
Significance: 0.05810359999999999 |
| 3134_mammaryADNCRCNM;D;En |
Significance: 0.016103799999999998 |
Significance: 0.0009540439999999999 |
| 416B;HMTP_SPNSN;CD34+;D;En |
Significance: 9.899389999999999e-05 |
Significance: 0.00153564 |
| AML;D;En |
Significance: 0.000921288 |
Significance: 0.00385992 |
| CH12.LX;D;En |
Significance: 0.00171269 |
Significance: 0.00831727 |
| MEF.GATA-1-ER;D;En |
Significance: 1.27368e-08 |
Significance: 8.14315e-06 |
| MEL;D;En |
Significance: 7.89595e-08 |
Significance: 7.761669999999998e-06 |
| NIH3T3;D;En |
Significance: 0.0156217 |
Significance: 0.011755 |
| MTR_NRN_MN1;methyl3;D;En |
Significance: 0.0122625 |
Significance: 0.020410499999999998 |
| MN1;D;En |
Significance: 0.0262913 |
Significance: 0.024687999999999998 |
| 3T3-L1;D;En |
Significance: 0.0146333 |
Significance: 0.013283100000000003 |
| Cell type | Modisco | Homer |
|---|---|---|
| MPP;A;CL |
Significance: 1.8123800000000001e-09 | Absent |
| naiveCD8;A;CL |
Significance: 0.00441443 | Absent |
| NK_SPLND;A;CL |
Significance: 0.00821699 | Absent |
| proB;A;CL |
Significance: 2.69805e-05 | Absent |
| matureB;A;CL |
Significance: 0.011208599999999999 | Absent |
| B1_B;A;CL |
Significance: 0.00915931 | Absent |
| plasmaB;A;CL |
Significance: 2.13992e-05 | Absent |
| aB_LPS;A;CL |
Significance: 0.000175938 | Absent |
| aB_LPS+IL4;A;CL |
Significance: 0.00611872 | Absent |
| aB_LPS+IL21;A;CL |
Significance: 0.00482072 | Absent |
| aB_LSP+a_d_dextran;A;CL |
Significance: 0.00161531 | Absent |
| Mast;A;CL |
Significance: 2.72022e-06 | Absent |
| ESNPHL_SPLND_BlbCA;CL |
Significance: 6.2445e-05 | Absent |
| Tfh_LCMV;A;CL |
Significance: 0.00146455 | Absent |
| Tfh;A;CL |
Significance: 0.00893317 | Absent |
| aNonTfh;A;CL |
Significance: 0.00442948 | Absent |
| aNonTfh_mut;A;CL |
Significance: 0.00271878 | Absent |
| Tfr_mut;CD4+CD44+CXCR5+PD1+CD25+;A;CL |
Significance: 0.00912644 | Absent |
| smallDPprecrsor;CD4+CD8+CD69-;A;CL |
Significance: 0.00343131 | Absent |
| CD4+CD8intTCR+CD69+CD24+;B2defM;A;CL |
Significance: 0.00418555 | Absent |
| CD4+CD8+TCR+CD69-CD24-;MHC2defM;A;CL |
Significance: 0.0154371 | Absent |
| CD4+CD8-TCR+CD25+Foxp3-;A;CL |
Significance: 0.0107285 | Absent |
| CD4+CD8-TCR+CD25-Foxp3+;A;CL |
Significance: 0.00389254 | Absent |
| CD4+CD8-TCR+CD25+Foxp3+;A;CL |
Significance: 0.011346799999999999 | Absent |
| DP;A;CL |
Significance: 0.0550358 | Absent |
| DP3a;A;CL |
Significance: 2.2098700000000002e-07 | Absent |
| ES;E14;A;CL |
Significance: 0.0009485460000000001 | Absent |
| LRG_INTSTN;A;CL |
Significance: 0.00524651 | Absent |
| LNG;A;CL |
Significance: 0.0046424 | Absent |
| Muscle;A;CL |
Significance: 0.00192535 | Absent |
| Adipose;A;CL |
Significance: 0.00354214 | Absent |
| Mammary;A;CL |
Significance: 0.0160136 | Absent |
| STMCH;A;CL |
Significance: 0.0159731 | Absent |
| PNCRS;A;CL |
Significance: 0.00496106 | Absent |
| NRV;Eye-OPTC;A;CL |
Significance: 0.00828383 | Absent |
| BRN;MDL_OBLNGT;A;CL |
Significance: 0.0136501 | Absent |
| BRN;CRBLM;A;CL |
Significance: 0.00137577 | Absent |
| aB;CD180;A;CL |
Significance: 0.010271899999999999 | Absent |
| LNG_TRM_HSC;A;CL |
Significance: 6.289219999999999e-08 | Absent |
| SHRT_TRM_HSC;A;CL |
Significance: 8.0175e-08 | Absent |
| NK;IL2+IL12+;A;CL |
Significance: 0.00141074 | Absent |
| ILC1;A;CL |
Significance: 0.00602103 | Absent |
| aB_LPS+IL4_24h;A;CL |
Significance: 0.000363847 | Absent |
| CH12_QNTPLE;A;CL |
Significance: 0.000121109 | Absent |
| wCH12;A;CL |
Significance: 0.00169814 | Absent |
| CH12;med14;A;CL |
Significance: 0.00561876 | Absent |
| CLP;A;CL |
Significance: 2.0375e-05 | Absent |
| mem_precrsrT_SPLND;CD8+;A;GEO |
Significance: 0.00455773 | Absent |
| NK_LVRD;CD19-CD3e-NKp46+DX+Trail-;A;GEO |
Significance: 0.00529038 | Absent |
| NTRPHL;A;GEO |
Significance: 8.257960000000001e-08 | Absent |
| ES;J1;A;CL |
Significance: 2.2989299999999997e-05 | Absent |
| ES;E14;A;GEO |
Significance: 0.00281608 | Absent |
| ES;F1216;A;GEO |
Significance: 0.00380204 | Absent |
| ES;129SV_Jae_C57BL6J;A;GEO |
Significance: 6.15049e-05 | Absent |
| CRBL_GRNL_Precrsr;A;GEO |
Significance: 0.011747200000000001 | Absent |
| ILC2;A;GEO |
Significance: 0.000308803 | Absent |
| ILC2_AbxGRMFree;A;GEO |
Significance: 0.00441938 | Absent |
| ILC3_AbxGRMFree;A;GEO |
Significance: 0.00803926 | Absent |
| T_LCMV;CD8+;D8;A;GEO |
Significance: 0.00344222 | Absent |
| T_LCMV;CD8+;D33;A;GEO |
Significance: 0.00545393 | Absent |
| TEff_SPLND;CD8+;A;GEO |
Significance: 0.00381281 | Absent |
| TExh_SPLND;CD8+;A;GEO |
Significance: 0.007215600000000001 | Absent |
| Teff;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.00440176 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D5;A;GEO |
Significance: 0.0162603 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D21;A;GEO |
Significance: 0.011896700000000001 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D28;A;GEO |
Significance: 0.015729399999999998 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D35;A;GEO |
Significance: 0.0223037 | Absent |
| T_MLD;TCR_SV40-I_CD8+;D60;A;GEO |
Significance: 0.0145904 | Absent |
| memT_tmrD_lstr;TCR_SV40-I_CD8+;D35;A;GEO |
Significance: 0.020997799999999997 | Absent |
| iNKT;A;GEO |
Significance: 0.0118494 | Absent |
| prePLSM_B;A;GEO |
Significance: 0.00602762 | Absent |
| B;B220_CD43;A;GEO |
Significance: 0.00444361 | Absent |
| ENDRM_ESD;A;GEO |
Significance: 0.00109262 | Absent |
| GCN_PHT_RCPTR;A;GEO |
Significance: 0.0109166 | Absent |
| BL_CN_PHT_RCPTR;A;GEO |
Significance: 0.0200257 | Absent |
| wES;3rd_Rhmbmr;E8.5;A;GEO |
Significance: 0.00822496 | Absent |
| npES;posterior_delA;E8.5;A;GEO |
Significance: 0.00856293 | Absent |
| npES;posterior_delC;E8.5;A;GEO |
Significance: 0.00765696 | Absent |
| NPC;F129;A;GEO |
Significance: 0.00336267 | Absent |
| NPC;G4;A;GEO |
Significance: 0.000438717 | Absent |
| NPC;Ch13;A;GEO |
Significance: 0.00273761 | Absent |
| NPC;mE6;A;GEO |
Significance: 0.00177116 | Absent |
| iVIP_NRN;A;GEO |
Significance: 0.014047 | Absent |
| ES;ZhBTc4;untreated;A;GEO |
Significance: 8.765679999999999e-08 | Absent |
| npES;ZHBTC4;doxyc;treat;A;GEO |
Significance: 1.3721e-05 | Absent |
| npES;ZHBTC4;Brg1fl_fl;untreat;A;GEO |
Significance: 2.01589e-06 | Absent |
| ES;JM8.N4;Asynch;A;GEO |
Significance: 5.11817e-05 | Absent |
| ES;JM8.N4;Mitosis;A;GEO |
Significance: 0.00152515 | Absent |
| pMeg;A;En |
Significance: 7.0652e-08 | Absent |
| MegEP;A;CL |
Significance: 8.93418e-08 | Absent |
| pGMP;A;En |
Significance: 2.44716e-07 | Absent |
| ES;ZhBTc4;2;D;GEO |
Significance: 1.02625e-07 | Absent |
| ES;D0;D;GEO |
Significance: 2.02305e-05 | Absent |
| LVR;8wks;D;GEO |
Significance: 4.61577e-06 | Absent |
| LNG;8wks;D;GEO |
Significance: 0.00123441 | Absent |
| naiveT_SPLND;CD4+;D;GEO |
Significance: 0.014120600000000002 | Absent |
| apCD4Eff;D;GEO |
Significance: 0.00635934 | Absent |
| ES;129S1_SVImJ_CJ7;D;En |
Significance: 4.98917e-08 | Absent |
| ES;E14;D;En |
Significance: 1.7217200000000002e-08 | Absent |
| ES;C57BL_6J;R1;D;En |
Significance: 4.07592e-08 | Absent |
| KDNY;P0;D;En |
Significance: 0.0106472 | Absent |
| KDNY;8wks;D;En |
Significance: 7.58322e-06 | Absent |
| LVR;8wks;D;En |
Significance: 3.4400999999999997e-07 | Absent |
| LVR;P0;D;En |
Significance: 0.0007475110000000001 | Absent |
| wES;LNG;E14.5;D;En |
Significance: 0.00034036300000000005 | Absent |
| Heart;8wks;D;En |
Significance: 6.6394e-05 | Absent |
| RTN;D1;D;En |
Significance: 0.0100795 | Absent |
| CRBLM;D;En |
Significance: 0.00540502 | Absent |
| abTreg;CD4+_CD25+;8wks;D;En |
Significance: 0.00753776 | Absent |
| Fr_BRN;P0;D;En |
Significance: 0.00529049 | Absent |
| wES;FaceP;E14.5;D;En |
Significance: 0.00775893 | Absent |
| MEL_Znc_di-cl;24h;D;En |
Significance: 1.05289e-07 | Absent |
| Cell type | Modisco | Homer |
|---|---|---|
| wCH12_drug;A;CL | Absent |
Significance: 0.00580271 |