# Parameters
data_name = "Rxrb"
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 11:33:15,542 [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: 0.0125544 |
Significance: 0.0320227 |
naiveCD8;A;CL |
Significance: 0.0300152 |
Significance: 0.0385682 |
NK_SPLND;A;CL |
Significance: 0.0255711 |
Significance: 0.0509423 |
aB_LPS+IL21;A;CL |
Significance: 0.043868 |
Significance: 0.0241525 |
Tfr;CD4+CD44+CXCR5+PD1+CD25+;A;CL |
Significance: 0.031367900000000004 |
Significance: 0.0325425 |
CD4+CD8intTCR+CD69+CD24+;B2defM;A;CL |
Significance: 0.0212516 |
Significance: 0.026990300000000002 |
CD4+CD8-TCR+CD69+CD24+CD25-;B2defM;A;CL |
Significance: 0.0321959 |
Significance: 0.041313699999999995 |
ES;MEF;A;CL |
Significance: 0.043779900000000004 |
Significance: 0.038481699999999994 |
SML_INTSTN;A;CL |
Significance: 2.63513e-05 |
Significance: 0.00719121 |
LRG_INTSTN;A;CL |
Significance: 9.05595e-05 |
Significance: 0.0060986999999999994 |
Heart;D;En |
Significance: 0.0148034 |
Significance: 0.0540851 |
Mammary;A;CL |
Significance: 0.0102831 |
Significance: 0.018231900000000002 |
Adrenal;A;CL |
Significance: 0.017615799999999997 |
Significance: 0.059524900000000006 |
testis;A;CL |
Significance: 0.0574869 |
Significance: 0.0449509 |
placenta;A;CL |
Significance: 0.0368939 |
Significance: 3.95438e-08 |
BRN;OLFTRY_BLB;A;CL |
Significance: 0.0268635 |
Significance: 0.0185791 |
BRN;CRBLM;A;CL |
Significance: 0.0405478 |
Significance: 0.026119299999999998 |
NK;IL2+IL12+;A;CL |
Significance: 0.0283973 |
Significance: 0.0347721 |
ILC2;A;CL |
Significance: 0.0312079 |
Significance: 0.023068099999999998 |
NK_LVRD;CD19-CD3e-NKp46+DX+Trail-;A;GEO |
Significance: 0.0201775 |
Significance: 0.023627000000000002 |
NTRPHL;A;GEO |
Significance: 0.0364758 |
Significance: 0.0263024 |
ES;129SV_Jae_C57BL6J;A;GEO |
Significance: 0.0249739 |
Significance: 0.0214405 |
ES;v6.5;A;GEO |
Significance: 0.0361418 |
Significance: 0.029174900000000004 |
ILC1;A;GEO |
Significance: 0.0272002 |
Significance: 0.0219362 |
T_LCMV;CD8+;D8;A;GEO |
Significance: 0.0137173 |
Significance: 0.026264 |
T_LCMV;CD8+;D35;A;GEO |
Significance: 0.0363538 |
Significance: 0.0234171 |
T_MLD;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.029257799999999997 |
Significance: 0.026632099999999995 |
T_MLD;TCR_SV40-I_CD8+;D35;A;GEO |
Significance: 0.059024099999999996 |
Significance: 0.030691900000000005 |
T_MLD;TCR_SV40-I_CD8+;D60;A;GEO |
Significance: 0.0302608 |
Significance: 0.0223865 |
memT_tmrD_lstr;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.014977899999999999 |
Significance: 0.0483694 |
memT_tmrD;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.0346589 |
Significance: 0.0348039 |
MCRPHG_BMD.UnStmltd;A;GEO |
Significance: 0.035653699999999997 |
Significance: 0.043033300000000003 |
MCRPHG_BMD.LPD_Stmltd;A;GEO |
Significance: 0.055285400000000005 |
Significance: 0.0432004 |
DC_pBMD;A;GEO |
Significance: 0.0566831 |
Significance: 0.052298300000000006 |
ENDRM_ESD;A;GEO |
Significance: 0.0111954 |
Significance: 0.020104900000000002 |
GCN_PHT_RCPTR;A;GEO |
Significance: 0.0325465 |
Significance: 0.028641200000000002 |
npES;3rd_Rhmbmr_delA;E8.5;A;GEO |
Significance: 0.0347461 |
Significance: 0.042339499999999995 |
wES;3rd_Rhmbmr;E8.5;A;GEO |
Significance: 0.053231600000000004 |
Significance: 0.013772399999999999 |
npES;3rd_Rhmbmr_delC;E8.5;A;GEO |
Significance: 0.0542436 |
Significance: 0.03524 |
npES;5th_Rhmbmr_delC;E8.5;A;GEO |
Significance: 0.044752 |
Significance: 0.0285472 |
wES;5th_Rhmbmr;E9.5;A;GEO |
Significance: 0.0515188 |
Significance: 0.043267599999999996 |
wES;5th_Rhmbmr;E8.5;A;GEO |
Significance: 0.055483500000000005 |
Significance: 0.0494402 |
npES;5th_Rhmbmr_delA;E8.5;A;GEO |
Significance: 0.0516151 |
Significance: 0.0103336 |
wES;posterior;1;E9.5;A;GEO |
Significance: 0.00579709 |
Significance: 0.0582553 |
wES;posterior;2;E9.5;A;GEO |
Significance: 0.0108664 |
Significance: 0.0333923 |
wES;posterior;1;E8.5;A;GEO |
Significance: 0.0229652 |
Significance: 0.0182728 |
SKN_EPTHL;A;GEO |
Significance: 0.0201017 |
Significance: 0.053061800000000006 |
wES.CRNL_NRL_CRST;E10.5;A;GEO |
Significance: 0.037412 |
Significance: 0.0220723 |
NPC;G4;A;GEO |
Significance: 0.0173079 |
Significance: 0.039206 |
NPC;mE6;A;GEO |
Significance: 0.0162319 |
Significance: 0.0268188 |
ePyramidal_NRN;A;GEO |
Significance: 0.010576 |
Significance: 0.0241284 |
iVIP_NRN;A;GEO |
Significance: 0.030515499999999997 |
Significance: 0.041367400000000006 |
eCortical_NRN;A;GEO |
Significance: 0.0126918 |
Significance: 0.0406291 |
G_NRN_P;A;GEO |
Significance: 0.0589549 |
Significance: 0.020281099999999996 |
ThMS_MEC;Aire++;A;GEO |
Significance: 0.0039038000000000002 |
Significance: 0.023293599999999998 |
npES;ZHBTC4;Brg1fl_fl;untreat;A;GEO |
Significance: 0.0451063 |
Significance: 0.0510919 |
ES;JM8.N4;Mitosis;A;GEO |
Significance: 0.047469199999999996 |
Significance: 0.0280577 |
Mammary_BptfKO;A;GEO |
Significance: 0.0486605 |
Significance: 0.029451299999999996 |
MegEP;A;CL |
Significance: 0.05749069999999999 |
Significance: 0.0189197 |
MegP;A;En |
Significance: 0.0532389 |
Significance: 0.020156200000000003 |
pCMP;A;CL |
Significance: 0.0200888 |
Significance: 0.0300437 |
ES;ZhBTc4;1;D;GEO |
Significance: 0.00762413 |
Significance: 0.0273173 |
ES;D0;D;GEO |
Significance: 0.0538286 |
Significance: 0.045085900000000005 |
LVR;8wks;D;GEO |
Significance: 2.43104e-06 |
Significance: 3.93917e-05 |
3134_mammaryADNCRCNM;D;GE |
Significance: 0.034429400000000006 |
Significance: 0.0475176 |
WHL_BRN;8wks;D;GEO |
Significance: 0.051104000000000004 |
Significance: 0.0472432 |
wES;WHL_BRN;E14.5;D;GEO |
Significance: 0.024486599999999997 |
Significance: 0.0245973 |
ES;E14;D;En |
Significance: 0.00740624 |
Significance: 0.025149400000000002 |
NIH3T3_FBROBLST;D;En |
Significance: 0.046285900000000005 |
Significance: 0.0407906 |
FBRBLST;8wks;D;En |
Significance: 0.0486346 |
Significance: 0.0271411 |
3T3-L1;FBRBLST;D;En |
Significance: 0.041639999999999996 |
Significance: 0.0337296 |
KDNY;P0;D;En |
Significance: 0.0005286469999999999 |
Significance: 0.0326034 |
KDNY;8wks;D;En |
Significance: 2.99497e-06 |
Significance: 0.000114734 |
LVR;8wks;D;En |
Significance: 1.8646000000000001e-06 |
Significance: 3.44562e-05 |
LVR;P0;D;En |
Significance: 7.51891e-05 |
Significance: 0.05495359999999999 |
LNG;8wks;D;En |
Significance: 0.0373084 |
Significance: 0.0497558 |
wES;LNG;E14.5;D;En |
Significance: 0.0217834 |
Significance: 0.019055000000000002 |
Heart;8wks;D;En |
Significance: 0.027513299999999997 |
Significance: 0.0424219 |
Heart;P0;D;En |
Significance: 0.0366771 |
Significance: 0.052101800000000004 |
Adipocyte_3T3-L1D;C57BL6;D8;D;En |
Significance: 4.5272600000000004e-05 |
Significance: 6.42241e-05 |
Adipose;D;En |
Significance: 0.0522309 |
Significance: 0.021171000000000002 |
RTN;D1;D;En |
Significance: 0.0528514 |
Significance: 0.0323558 |
EP;c-kit+CD71+Ter119+;D;En |
Significance: 0.047403100000000004 |
Significance: 0.027537799999999998 |
416B_MP;CD34+;D;En |
Significance: 0.046622199999999996 |
Significance: 0.0301024 |
wES;MSDRM;E11.5;D;En |
Significance: 0.0499015 |
Significance: 0.0534936 |
Muller;P12;D;En |
Significance: 0.0596336 |
Significance: 0.0456939 |
wES.Fr_BRN;E14.4;D;En |
Significance: 0.048405300000000005 |
Significance: 0.0185591 |
Fr_BRN;P0;D;En |
Significance: 0.0156031 |
Significance: 0.0196335 |
wES;Hnd_BRN;E11.5;D;En |
Significance: 0.028098599999999998 |
Significance: 0.021253599999999997 |
wES;Hnd_BRN;E14.5;D;En |
Significance: 0.0281135 |
Significance: 0.0179472 |
wES;Md_BRN;E11.5;D;En |
Significance: 0.025156400000000002 |
Significance: 0.0213144 |
Md_BRN;D;En |
Significance: 0.051789999999999996 |
Significance: 0.0264445 |
wES;WHL_BRN;E14.5;D;En |
Significance: 0.0241821 |
Significance: 0.029942400000000004 |
wES;limb;E11.5;D;En |
Significance: 0.037333 |
Significance: 0.0346755 |
wES;Fr_lmb;E11.5;D;En |
Significance: 0.00778673 |
Significance: 0.021918 |
wES;Hnd_lmb;E11.5;D;En |
Significance: 0.0401707 |
Significance: 0.025241999999999997 |
wES;FaceP;E11.5;D;En |
Significance: 0.057238599999999994 |
Significance: 0.0231737 |
wES;NRL_Tube;E11.5;D;En |
Significance: 0.0338873 |
Significance: 0.027675799999999997 |
LRG_INTSTN;8wks;D;En |
Significance: 2.96562e-05 |
Significance: 0.000542601 |
STMCH;P0;D;En |
Significance: 0.0418541 |
Significance: 0.0224199 |
SKLTL_Muscle;8wks;D;En |
Significance: 0.0228257 |
Significance: 0.055129899999999996 |
3134_mammaryADNCRCNM;D;En |
Significance: 0.0338096 |
Significance: 0.016527700000000003 |
416B;HMTP_SPNSN;CD34+;D;En |
Significance: 0.0309257 |
Significance: 0.023841400000000002 |
MN1;D;En |
Significance: 0.0384188 |
Significance: 0.054598400000000005 |
Cell type | Modisco | Homer |
---|---|---|
memT;CD4+;A;CL |
Significance: 0.0329096 | Absent |
Th17;CD4+;A;CL |
Significance: 0.0376028 | Absent |
immatureB;A;CL |
Significance: 0.0459935 | Absent |
matureB;A;CL |
Significance: 0.026449 | Absent |
GC_B;A;CL |
Significance: 0.0332477 | Absent |
plasmaB;A;CL |
Significance: 0.027289599999999997 | Absent |
aB_LPS;A;CL |
Significance: 0.0330006 | Absent |
aB_LPS+IL4;A;CL |
Significance: 0.0481574 | Absent |
aB_CD40+IL4;A;CL |
Significance: 0.05610980000000001 | Absent |
Mast;A;CL |
Significance: 0.0337022 | Absent |
BSPHL;A;CL |
Significance: 0.045630699999999996 | Absent |
ESNPHL_SPLND_BlbCA;CL |
Significance: 0.0379728 | Absent |
Tfh_LCMV;A;CL |
Significance: 0.0459439 | Absent |
Tfr_mut;CD4+CD44+CXCR5+PD1+CD25+;A;CL |
Significance: 0.037069599999999994 | Absent |
smallDPprecrsor;CD4+CD8+CD69-;A;CL |
Significance: 0.0536194 | Absent |
CD4+CD8-TCR+CD25+Foxp3-;A;CL |
Significance: 0.0247826 | Absent |
CD4+CD8-TCR+CD25-Foxp3+;A;CL |
Significance: 0.0130973 | Absent |
CD4+CD8-TCR+CD25+Foxp3+;A;CL |
Significance: 0.0520505 | Absent |
DP;A;CL |
Significance: 0.035811199999999994 | Absent |
DP3b;A;CL |
Significance: 0.027562 | Absent |
LNG;A;CL |
Significance: 0.0312139 | Absent |
Muscle;A;CL |
Significance: 0.0100351 | Absent |
PNCRS;A;CL |
Significance: 0.044187300000000006 | Absent |
NRV;Eye-OPTC;A;CL |
Significance: 0.0348588 | Absent |
BRN;FRNTL_CRTX;A;CL |
Significance: 0.011334100000000001 | Absent |
BRN;PTMN;A;CL |
Significance: 0.0335328 | Absent |
BRN;SNSR_MTR_CRTX;A;CL |
Significance: 0.0340029 | Absent |
LNG_TRM_HSC;A;CL |
Significance: 0.0504218 | Absent |
SHRT_TRM_HSC;A;CL |
Significance: 0.0157519 | Absent |
gamma_delta_TCR;A;CL |
Significance: 0.024669200000000002 | Absent |
gamma_delta_TCR_MCR;A;CL |
Significance: 0.026239699999999998 | Absent |
gamma_delta_TCR_M-S-;A;CL |
Significance: 0.029168299999999998 | Absent |
ILC2precrsr;A;CL |
Significance: 0.0217175 | Absent |
NCR+ILC3;A;CL |
Significance: 0.0413426 | Absent |
ILC2_Nippo;A;CL |
Significance: 0.028486 | Absent |
ILC1;A;CL |
Significance: 0.0167047 | Absent |
NCR+ILC3+IL23;A;CL |
Significance: 0.0251579 | Absent |
Th2_nippo;A;CL |
Significance: 0.01372 | Absent |
aB_LPS+IL4_24h;A;CL |
Significance: 0.0538548 | Absent |
aB_LPS+IL4+Oligomycin_24h;A;CL |
Significance: 0.0158399 | Absent |
CH12_QNTPLE;A;CL |
Significance: 0.05781409999999999 | Absent |
CH12;med14;A;CL |
Significance: 0.038458400000000004 | Absent |
mem_precrsrT_SPLND;CD8+;A;GEO |
Significance: 0.0269955 | Absent |
ES;J1;A;CL |
Significance: 0.0557304 | Absent |
ES;E14;A;GEO |
Significance: 0.0176982 | Absent |
ES;F1216;A;GEO |
Significance: 0.00939067 | Absent |
ILC2+IL33+IL25;A;GEO |
Significance: 0.0275567 | Absent |
ILC2;A;GEO |
Significance: 0.034332999999999995 | Absent |
ILC1_AbxGRMFree;A;GEO |
Significance: 0.029677099999999994 | Absent |
ILC2_AbxGRMFree;A;GEO |
Significance: 0.05966619999999999 | Absent |
ILC3_AbxGRMFree;A;GEO |
Significance: 0.040186400000000004 | Absent |
naiveT;CD8+;A;GEO |
Significance: 0.034736199999999995 | Absent |
T_LCMV;CD8+;D33;A;GEO |
Significance: 0.021306799999999997 | Absent |
TExh_SPLND;CD8+;A;GEO |
Significance: 0.05427849999999999 | Absent |
TSLEC_SPLND;CD8+A;GEO |
Significance: 0.059509900000000004 | Absent |
naiveT;trnsgncTCR_SV40-I_CD8;A;GEO |
Significance: 0.0171712 | Absent |
cntrl_memT;TCR_SV40-I_CD8+;A;GEO |
Significance: 0.0499921 | Absent |
T_MLD;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.03280809999999999 | Absent |
T_MLD;TCR_SV40-I_CD8+;D21;A;GEO |
Significance: 0.0582369 | Absent |
T_MLD;TCR_SV40-I_CD8+;D28;A;GEO |
Significance: 0.0239068 | Absent |
memT_tmrD_lstr;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.0404311 | Absent |
memT_tmrD;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.0261775 | Absent |
iNKT;A;GEO |
Significance: 0.021798599999999998 | Absent |
aB;A;GEO |
Significance: 0.019496299999999998 | Absent |
Erythroid;Ter119+;A;GEO |
Significance: 0.0255048 | Absent |
AML;AE9a;A;GEO |
Significance: 0.04494190000000001 | Absent |
DC_LPS;6h;A;GEO |
Significance: 0.0544823 | Absent |
DC_LPS;2h;A;GEO |
Significance: 0.0418857 | Absent |
ROD_PHT_RCPTR;A;GEO |
Significance: 0.0507734 | Absent |
npES;posterior_delA;E8.5;A;GEO |
Significance: 0.00413336 | Absent |
npES;posterior_delC;E8.5;A;GEO |
Significance: 1.13847e-07 | Absent |
BCK_SKN;A;GEO |
Significance: 0.023436900000000004 | Absent |
NPC;F129;A;GEO |
Significance: 0.0377858 | Absent |
NPC;Ch13;A;GEO |
Significance: 0.0261904 | Absent |
iPV_NRN;A;GEO |
Significance: 0.0423897 | Absent |
Corticotrope;A;GEO |
Significance: 0.025264599999999998 | Absent |
Melanotrope;A;GEO |
Significance: 0.0585033 | Absent |
EPP;A;En |
Significance: 0.0523317 | Absent |
DC_LPS;4h;A;En |
Significance: 0.0325096 | Absent |
DC;A;En |
Significance: 0.041852999999999994 | Absent |
LNG;8wks;D;GEO |
Significance: 0.0270214 | Absent |
T_SPLND_blstCLTRD;CD4+;D;GEO |
Significance: 0.0349647 | Absent |
naiveT_SPLND;CD4+;D;GEO |
Significance: 0.0332855 | Absent |
apCD4Eff;D;GEO |
Significance: 0.0228524 | Absent |
416B_MP;CD34+;D;GEO |
Significance: 0.00748905 | Absent |
ES;129S1_SVImJ_CJ7;D;En |
Significance: 0.0345655 | Absent |
ES;C57BL_6J;R1;D;En |
Significance: 0.0158074 | Absent |
wES;LVR;E11.5;D.;En |
Significance: 0.0401432 | Absent |
CRBLM;D;En |
Significance: 0.0279129 | Absent |
abTreg;CD4+_CD25+;8wks;D;En |
Significance: 0.025969799999999998 | Absent |
Hnd_BRN;P0;D;En |
Significance: 0.0282731 | Absent |
wES;Md_BRN;E14.4;D;En |
Significance: 0.028336700000000003 | Absent |
wES;limb;E14.5;D;En |
Significance: 0.0532332 | Absent |
wES;FaceP;E14.5;D;En |
Significance: 0.0531019 | Absent |
AML;D;En |
Significance: 0.0348837 | Absent |
MEF.GATA-1-ER;D;En |
Significance: 0.0284969 | Absent |
MEL;D;En |
Significance: 0.0410765 | Absent |
MEL_Znc_di-cl;24h;D;En |
Significance: 0.037147900000000005 | Absent |
NIH3T3;D;En |
Significance: 0.031991200000000004 | Absent |
MTR_NRN_MN1;methyl3;D;En |
Significance: 0.0465961 | Absent |
3T3-L1;D;En |
Significance: 0.0328824 | Absent |
Cell type | Modisco | Homer |
---|---|---|
preB;A;CL | Absent |
Significance: 0.0361075 |
Spleen;8wks;D;En | Absent |
Significance: 0.0157685 |
B;B220_CD43;A;GEO | Absent |
Significance: 0.0218153 |
A20;B-lymphoma;D;En | Absent |
Significance: 0.047074 |
CH12.LX;D;En | Absent |
Significance: 0.026513 |
NTRPHL;A;CL | Absent |
Significance: 0.022210499999999998 |
CN_PHT_RCPTR;A;GEO | Absent |
Significance: 0.019150200000000003 |
DC_BMD;A;CL | Absent |
Significance: 0.0413565 |
ISP;A;CL | Absent |
Significance: 0.0201468 |
ES;ZhBTc4;untreated;A;GEO | Absent |
Significance: 0.053002 |
npES;ZHBTC4;doxyc;treat;A;GEO | Absent |
Significance: 0.028373900000000004 |
Adipose;A;CL | Absent |
Significance: 0.0213862 |
pMeg;A;En | Absent |
Significance: 0.0371465 |
SPNL_CHRD;A;CL | Absent |
Significance: 0.023284400000000004 |
pGMP;A;En | Absent |
Significance: 0.0212533 |
BRN;MDL_OBLNGT;A;CL | Absent |
Significance: 0.021185 |
NIH3T3_FBROBLST;D;GEO | Absent |
Significance: 0.0298526 |
Treg;CD4+_CD25+;D;GEO | Absent |
Significance: 0.0233778 |
wCH12;A;CL | Absent |
Significance: 0.0239835 |
LNG;P0;D;En | Absent |
Significance: 0.0568557 |
Mammary_GLND;A;GEO | Absent |
Significance: 0.0273072 |
CRBL_GRNL_Precrsr;A;GEO | Absent |
Significance: 0.020071799999999997 |
wES;RTN;E11.5;D;En | Absent |
Significance: 0.022731900000000003 |