# Parameters
data_name = "Irf2"
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 11:14:00,704 [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: 0.0353165 |
Significance: 0.00762549 |
memT;CD4+;A;CL |
Significance: 0.000800026 |
Significance: 2.52736e-05 |
proB;A;CL |
Significance: 0.00266946 |
Significance: 0.00988637 |
preB;A;CL |
Significance: 0.00568718 |
Significance: 0.00640385 |
immatureB;A;CL |
Significance: 0.00702103 |
Significance: 0.00657555 |
matureB;A;CL |
Significance: 0.00702415 |
Significance: 0.00520936 |
MZ_B;A;CL |
Significance: 0.000128604 |
Significance: 0.00504866 |
B1_B;A;CL |
Significance: 0.00541399 |
Significance: 0.0082864 |
GC_B;A;CL |
Significance: 0.00994114 |
Significance: 0.00475274 |
plasmaB;A;CL |
Significance: 0.017381 |
Significance: 0.017507599999999998 |
aB_LPS+IL4;A;CL |
Significance: 0.00651541 |
Significance: 0.046011800000000005 |
aB_LSP+a_d_dextran;A;CL |
Significance: 0.00871793 |
Significance: 0.05127869999999999 |
aB_CD40+IL4;A;CL |
Significance: 0.00811118 |
Significance: 0.000791987 |
Tfh;A;CL |
Significance: 0.0017457999999999998 |
Significance: 0.0232606 |
Tfh_mut;A;CL |
Significance: 0.00401408 |
Significance: 0.00537181 |
aNonTfh_mut;A;CL |
Significance: 0.00105375 |
Significance: 0.000470912 |
Tfr_mut;CD4+CD44+CXCR5+PD1+CD25+;A;CL |
Significance: 0.00038894900000000003 |
Significance: 0.00496474 |
CD4+CD8-TCR+CD25+Foxp3-;A;CL |
Significance: 0.000489427 |
Significance: 0.00308992 |
CD4+CD8-TCR+CD25+Foxp3+;A;CL |
Significance: 0.0009246289999999999 |
Significance: 0.000164839 |
DC_BMD;A;CL |
Significance: 0.00383014 |
Significance: 0.019506299999999997 |
MCRPHG;A;CL |
Significance: 0.024373699999999998 |
Significance: 0.021468599999999997 |
DP3a;A;CL |
Significance: 0.0016026 |
Significance: 0.00891559 |
restingB;A;CL |
Significance: 0.00768817 |
Significance: 0.05516569999999999 |
aB;CD180;A;CL |
Significance: 0.00715218 |
Significance: 0.00661721 |
LNG_TRM_HSC;A;CL |
Significance: 0.047422900000000004 |
Significance: 0.012703299999999999 |
SHRT_TRM_HSC;A;CL |
Significance: 0.037038800000000004 |
Significance: 0.032207 |
gamma_delta_TCR_MCR;A;CL |
Significance: 0.00734031 |
Significance: 0.00986232 |
ILC2precrsr;A;CL |
Significance: 0.000745087 |
Significance: 0.0092345 |
ILC2_Nippo;A;CL |
Significance: 0.00016043899999999999 |
Significance: 0.00559073 |
ILC1;A;CL |
Significance: 0.00138177 |
Significance: 0.00975974 |
NCR+ILC3+IL23;A;CL |
Significance: 0.00132711 |
Significance: 0.00129244 |
CH12_QNTPLE;A;CL |
Significance: 0.00893821 |
Significance: 0.0069035 |
wCH12;A;CL |
Significance: 0.00366634 |
Significance: 0.00700394 |
wCH12_drug;A;CL |
Significance: 0.00049603 |
Significance: 0.00827653 |
CLP;A;CL |
Significance: 0.00681513 |
Significance: 0.010933400000000001 |
mem_precrsrT_SPLND;CD8+;A;GEO |
Significance: 0.0010098 |
Significance: 0.00414066 |
NK_LVRD;CD19-CD3e-NKp46+DX+Trail-;A;GEO |
Significance: 0.00180309 |
Significance: 0.00211791 |
ILC2+IL33+IL25;A;GEO |
Significance: 0.00130877 |
Significance: 0.05753780000000001 |
ILC2;A;GEO |
Significance: 0.0013959 |
Significance: 0.00271415 |
ILC3;A;GEO |
Significance: 0.00298183 |
Significance: 0.00222923 |
T_LCMV;CD8+;D8;A;GEO |
Significance: 0.00034287300000000005 |
Significance: 0.00121648 |
T_LCMV;CD8+;D33;A;GEO |
Significance: 0.00107692 |
Significance: 0.000526648 |
T_LCMV;CD8+;D35;A;GEO |
Significance: 0.00144046 |
Significance: 0.00197266 |
TEff_SPLND;CD8+;A;GEO |
Significance: 0.0006688210000000001 |
Significance: 0.0493396 |
TExh_SPLND;CD8+;A;GEO |
Significance: 0.00167174 |
Significance: 0.00256677 |
TSLEC_SPLND;CD8+A;GEO |
Significance: 0.00107326 |
Significance: 0.00304766 |
Teff;TCR_SV40-I_CD8+;D5;A;GEO |
Significance: 0.00304223 |
Significance: 0.00295615 |
Teff;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.00186516 |
Significance: 0.00249693 |
cntrl_memT;TCR_SV40-I_CD8+;A;GEO |
Significance: 0.000729435 |
Significance: 0.00804891 |
T_MLD;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.00103234 |
Significance: 0.000461982 |
T_MLD;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.00216756 |
Significance: 0.00111184 |
T_MLD;TCR_SV40-I_CD8+;D21;A;GEO |
Significance: 0.00150782 |
Significance: 0.00285027 |
T_MLD;TCR_SV40-I_CD8+;D28;A;GEO |
Significance: 0.00114494 |
Significance: 0.00227141 |
T_MLD;TCR_SV40-I_CD8+;D35;A;GEO |
Significance: 0.00153932 |
Significance: 0.00036559300000000005 |
memT_tmrD_lstr;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.00288549 |
Significance: 0.0259947 |
memT_tmrD_lstr;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.00138066 |
Significance: 0.000401981 |
iNKT;A;GEO |
Significance: 0.00214952 |
Significance: 0.00021898900000000003 |
aB;A;GEO |
Significance: 0.0109454 |
Significance: 0.00839209 |
prePLSM_B;A;GEO |
Significance: 0.0031166 |
Significance: 0.008097199999999999 |
B_SPLND;A;GEO |
Significance: 0.00778197 |
Significance: 0.0445162 |
preB_BMD;A;GEO |
Significance: 0.00390882 |
Significance: 0.00776642 |
B;B220_CD43;A;GEO |
Significance: 0.00451185 |
Significance: 0.00766831 |
MCRPHG_BMD.UnStmltd;A;GEO |
Significance: 0.00722953 |
Significance: 0.041355300000000005 |
MCRPHG_BMD.LPD_Stmltd;A;GEO |
Significance: 0.0175324 |
Significance: 0.0431249 |
AML;AE9a;A;GEO |
Significance: 0.0415277 |
Significance: 0.0172515 |
DC_LPS;6h;A;GEO |
Significance: 0.00522391 |
Significance: 0.0164012 |
DC_LPS;2h;A;GEO |
Significance: 0.00433568 |
Significance: 0.0197929 |
DC_pBMD;A;GEO |
Significance: 0.0138239 |
Significance: 0.0238236 |
ThMS_MEC;Aire++;A;GEO |
Significance: 0.0157681 |
Significance: 0.00123096 |
pMeg;A;En |
Significance: 0.00368178 |
Significance: 0.0101836 |
MegP;A;En |
Significance: 0.0123326 |
Significance: 0.014700799999999998 |
pCMP;A;CL |
Significance: 0.00826147 |
Significance: 0.0441514 |
DC_LPS;4h;A;En |
Significance: 0.043629 |
Significance: 0.019597999999999997 |
pGMP;A;En |
Significance: 0.00565296 |
Significance: 0.019567599999999997 |
DC;A;En |
Significance: 0.014567700000000003 |
Significance: 0.010316200000000001 |
Treg;CD4+_CD25+;D;GEO |
Significance: 0.010681999999999999 |
Significance: 0.00289851 |
apCD4Eff;D;GEO |
Significance: 0.00186309 |
Significance: 0.0312127 |
apTreg;D;GEO |
Significance: 0.007568000000000001 |
Significance: 0.039390100000000004 |
immatureB_SPLND;CD43-_CD11b-;D;GEO |
Significance: 0.00224878 |
Significance: 0.020703299999999997 |
LNG;8wks;D;En |
Significance: 0.00409681 |
Significance: 0.00281382 |
Adipocyte_3T3-L1D;C57BL6;D8;D;En |
Significance: 0.00315178 |
Significance: 0.046961800000000005 |
apThEff;CD4+;8wks;D;En. |
Significance: 0.00491771 |
Significance: 0.0014107999999999998 |
immatureB_SPLND;CD43-_CD11b-;D;En |
Significance: 5.41265e-05 |
Significance: 0.00707709 |
LRG_INTSTN;8wks;D;En |
Significance: 0.00419411 |
Significance: 0.00269898 |
Spleen;8wks;D;En |
Significance: 0.00916674 |
Significance: 0.0175638 |
A20;B-lymphoma;D;En |
Significance: 0.022686 |
Significance: 0.0144227 |
AML;D;En |
Significance: 0.013241 |
Significance: 0.0151996 |
CH12.LX;D;En |
Significance: 0.00175517 |
Significance: 0.019431 |
MEF.GATA-1-ER;D;En |
Significance: 0.0335337 |
Significance: 0.0327325 |
MEL;D;En |
Significance: 0.0238405 |
Significance: 0.0398199 |
MEL_Znc_di-cl;24h;D;En |
Significance: 0.00342373 |
Significance: 0.0377656 |
Cell type | Modisco | Homer |
---|---|---|
naiveCD8;A;CL |
Significance: 0.000568371 | Absent |
Th17;CD4+;A;CL |
Significance: 0.0010854 | Absent |
NK_SPLND;A;CL |
Significance: 0.000252805 | Absent |
aB_LPS;A;CL |
Significance: 0.00266291 | Absent |
aB_LPS+IL21;A;CL |
Significance: 0.00122936 | Absent |
Mast;A;CL |
Significance: 0.00710561 | Absent |
BSPHL;A;CL |
Significance: 0.00666863 | Absent |
ESNPHL_ex-vivo_BlbC;A;CL |
Significance: 0.0336449 | Absent |
ESNPHL_SPLND_BlbCA;CL |
Significance: 0.0350608 | Absent |
NTRPHL;A;CL |
Significance: 0.006852 | Absent |
Tfh_LCMV;A;CL |
Significance: 0.00111255 | Absent |
aNonTfh;A;CL |
Significance: 0.000923545 | Absent |
Tfr;CD4+CD44+CXCR5+PD1+CD25+;A;CL |
Significance: 0.000389303 | Absent |
naiveT;CD4+_CD44-_CD62L-_CD25-;A;CL |
Significance: 0.000435506 | Absent |
naiveT_mut;CD4+_CD44-_CD62L-_CD25-;A;CL |
Significance: 0.000451678 | Absent |
largeDPprecrsr;CD4+CD8+CD69-;A;CL |
Significance: 0.00078487 | Absent |
smallDPprecrsor;CD4+CD8+CD69-;A;CL |
Significance: 0.0008937680000000001 | Absent |
CD4+CD8intTCR+CD69+CD24+;B2defM;A;CL |
Significance: 0.00256569 | Absent |
CD4+CD8-TCR+CD69+CD24+CD25-;B2defM;A;CL |
Significance: 0.00125347 | Absent |
CD4+CD8-TCR+CD69-CD24-CD25-;B2defM;A;CL |
Significance: 0.00093268 | Absent |
CD4+CD8intTCR+CD69+CD24+;MHC2defM;A;CL |
Significance: 0.0025425 | Absent |
CD4+CD8+TCR+CD69+CD24+;MHC2defM;A;C |
Significance: 0.00121096 | Absent |
CD4+CD8+TCR+CD69-CD24-;MHC2defM;A;CL |
Significance: 0.00195604 | Absent |
CD4+CD8-TCR+CD25-Foxp3+;A;CL |
Significance: 0.000818985 | Absent |
Erythroblast;A;CL |
Significance: 0.00379734 | Absent |
DP;A;CL |
Significance: 0.00109237 | Absent |
DP3b;A;CL |
Significance: 0.0014314 | Absent |
ISP;A;CL |
Significance: 0.000577987 | Absent |
ES;MEF;A;CL |
Significance: 0.000698107 | Absent |
SML_INTSTN;A;CL |
Significance: 0.00143319 | Absent |
LRG_INTSTN;A;CL |
Significance: 0.0487617 | Absent |
LNG;A;CL |
Significance: 0.00461286 | Absent |
Muscle;A;CL |
Significance: 0.00539134 | Absent |
Heart;D;En |
Significance: 0.00098769 | Absent |
Adipose;A;CL |
Significance: 0.00316955 | Absent |
Mammary;A;CL |
Significance: 0.0137876 | Absent |
Adrenal;A;CL |
Significance: 0.00308395 | Absent |
placenta;A;CL |
Significance: 0.00926417 | Absent |
SPNL_CHRD;A;CL |
Significance: 0.0011244999999999998 | Absent |
STMCH;A;CL |
Significance: 0.000792183 | Absent |
PNCRS;A;CL |
Significance: 0.00087033 | Absent |
NRV;Eye-OPTC;A;CL |
Significance: 0.0344337 | Absent |
BRN;OLFTRY_BLB;A;CL |
Significance: 0.0115397 | Absent |
BRN;MDL_OBLNGT;A;CL |
Significance: 0.000764895 | Absent |
BRN;CRBLM;A;CL |
Significance: 3.89628e-05 | Absent |
gamma_delta_TCR;A;CL |
Significance: 0.049147699999999996 | Absent |
gamma_delta_TCR_M-S-;A;CL |
Significance: 0.000788773 | Absent |
NK;IL2+IL12+;A;CL |
Significance: 0.0006112 | Absent |
NCR+ILC3;A;CL |
Significance: 0.000564435 | Absent |
ILC2;A;CL |
Significance: 0.00013318 | Absent |
Th2_nippo;A;CL |
Significance: 0.000535839 | Absent |
aB_LPS+IL4_24h;A;CL |
Significance: 0.03546969999999999 | Absent |
aB_LPS+IL4+Oligomycin_24h;A;CL |
Significance: 0.000950045 | Absent |
CH12;med14;A;CL |
Significance: 0.00234303 | Absent |
NTRPHL;A;GEO |
Significance: 0.0323477 | Absent |
Mammary_GLND;A;GEO |
Significance: 0.0022108 | Absent |
CRBL_GRNL_Precrsr;A;GEO |
Significance: 0.00231422 | Absent |
ILC1;A;GEO |
Significance: 0.00341544 | Absent |
ILC1_AbxGRMFree;A;GEO |
Significance: 0.000699925 | Absent |
ILC2_AbxGRMFree;A;GEO |
Significance: 0.000882382 | Absent |
ILC3_AbxGRMFree;A;GEO |
Significance: 0.00249738 | Absent |
naiveT;CD8+;A;GEO |
Significance: 0.000730285 | Absent |
naiveT;trnsgncTCR_SV40-I_CD8;A;GEO |
Significance: 0.00174014 | Absent |
T_MLD;TCR_SV40-I_CD8+;D5;A;GEO |
Significance: 0.00160258 | Absent |
T_MLD;TCR_SV40-I_CD8+;D60;A;GEO |
Significance: 0.0007301230000000001 | Absent |
memT_tmrD_lstr;TCR_SV40-I_CD8+;D35;A;GEO |
Significance: 0.00148571 | Absent |
memT_tmrD;TCR_SV40-I_CD8+;D7;A;GEO |
Significance: 0.00120828 | Absent |
memT_tmrD;TCR_SV40-I_CD8+;D14;A;GEO |
Significance: 0.000792967 | Absent |
Erythroid;Ter119+;A;GEO |
Significance: 0.00274082 | Absent |
ROD_PHT_RCPTR_RTN;A;GEO |
Significance: 0.000521438 | Absent |
BL_CN_PHT_RCPTR;A;GEO |
Significance: 0.00239114 | Absent |
CN_PHT_RCPTR;A;GEO |
Significance: 0.00276139 | Absent |
SKN_EPTHL;A;GEO |
Significance: 0.00211404 | Absent |
BCK_SKN;A;GEO |
Significance: 0.00160654 | Absent |
NPC;G4;A;GEO |
Significance: 0.0178879 | Absent |
Corticotrope;A;GEO |
Significance: 8.67819e-05 | Absent |
Melanotrope;A;GEO |
Significance: 9.55024e-05 | Absent |
Mammary_BptfKO;A;GEO |
Significance: 0.0007293369999999999 | Absent |
EPP;A;En |
Significance: 0.00432782 | Absent |
MegEP;A;CL |
Significance: 0.00120442 | Absent |
pErythroblast;A;En |
Significance: 0.00324178 | Absent |
NIH3T3_FBROBLST;D;GEO |
Significance: 0.00203461 | Absent |
LVR;8wks;D;GEO |
Significance: 0.00041221199999999996 | Absent |
LNG;8wks;D;GEO |
Significance: 0.00193395 | Absent |
3134_mammaryADNCRCNM;D;GE |
Significance: 0.00304709 | Absent |
T_SPLND_blstCLTRD;CD4+;D;GEO |
Significance: 0.00152366 | Absent |
naiveT_SPLND;CD4+;D;GEO |
Significance: 0.00124119 | Absent |
416B_MP;CD34+;D;GEO |
Significance: 0.0579279 | Absent |
NIH3T3_FBROBLST;D;En |
Significance: 0.05266619999999999 | Absent |
FBRBLST;8wks;D;En |
Significance: 0.00574557 | Absent |
3T3-L1;FBRBLST;D;En |
Significance: 0.00326571 | Absent |
KDNY;P0;D;En |
Significance: 0.00321733 | Absent |
KDNY;8wks;D;En |
Significance: 0.00546249 | Absent |
LVR;8wks;D;En |
Significance: 0.000591045 | Absent |
wES;LVR;E11.5;D.;En |
Significance: 0.0245318 | Absent |
LVR;P0;D;En |
Significance: 0.00714281 | Absent |
LNG;P0;D;En |
Significance: 0.00892061 | Absent |
wES;LNG;E14.5;D;En |
Significance: 0.00354657 | Absent |
Heart;8wks;D;En |
Significance: 0.00468571 | Absent |
Heart;P0;D;En |
Significance: 0.00150991 | Absent |
abTreg;CD4+_CD25+;8wks;D;En |
Significance: 0.00134434 | Absent |
apTreg;8wk;D;En |
Significance: 0.011589700000000001 | Absent |
EP;c-kit+CD71+Ter119+;D;En |
Significance: 0.00494482 | Absent |
416B_MP;CD34+;D;En |
Significance: 0.00247349 | Absent |
Muller;P12;D;En |
Significance: 0.00381413 | Absent |
WHL_BRN;8wks;D;En |
Significance: 0.0334843 | Absent |
wES;NRL_Tube;E11.5;D;En |
Significance: 0.031172199999999997 | Absent |
STMCH;P0;D;En |
Significance: 0.0154584 | Absent |
SKLTL_Muscle;8wks;D;En |
Significance: 0.051467 | Absent |
3134_mammaryADNCRCNM;D;En |
Significance: 0.000778127 | Absent |
416B;HMTP_SPNSN;CD34+;D;En |
Significance: 0.00150919 | Absent |
NIH3T3;D;En |
Significance: 0.00115923 | Absent |
MTR_NRN_MN1;methyl3;D;En |
Significance: 0.00124417 | Absent |
MN1;D;En |
Significance: 8.360569999999999e-05 | Absent |
3T3-L1;D;En |
Significance: 0.00259168 | Absent |
Cell type | Modisco | Homer |
---|---|---|
ENDRM_ESD;A;GEO | Absent |
Significance: 0.029668200000000002 |