In [1]:
# Parameters
data_name = "Irf1"
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
In [2]:
from matlas.reports import collect_motifDB_to_be_displayed, display_comparative_cell_types
load data from labcluster
Using TensorFlow backend.
2019-08-23 11:13:58,603 [WARNING] git-lfs not installed
In [3]:
homer_matches, modisco_matches = collect_motifDB_to_be_displayed(task_idxs, homer_root, modisco_root, 
                                                              overwrite=False)
TF-MoDISco is using the TensorFlow backend.
In [4]:
display_comparative_cell_types(data_name, homer_matches, modisco_matches)
Irf1: Motif: M09242_2.00



Forward PWM

Reverse PWM

Shared Cell types both TF-MoDISco and Homer finds Irf1: #89

Cell typeModiscoHomer
MPP;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.040468800000000006

/

Pattern: metacluster_1/pattern_5

Significance: 5.36999e-11

Pattern: motif2.motif

Significance: 0.012847200000000001

/

Pattern: motif12.motif

Significance: 0.00660038

memT;CD4+;A;CL

Pattern: metacluster_1/pattern_4

Significance: 1.44252e-14

Pattern: motif12.motif

Significance: 4.51602e-05

proB;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0031194000000000005

Pattern: motif3.motif

Significance: 0.015576300000000001

preB;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.00902644

/

Pattern: metacluster_1/pattern_6

Significance: 3.24383e-05

/

Pattern: metacluster_1/pattern_21

Significance: 0.000588334

Pattern: motif2.motif

Significance: 0.011035

immatureB;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.010444799999999999

/

Pattern: metacluster_1/pattern_2

Significance: 3.0454400000000004e-06

Pattern: motif2.motif

Significance: 0.00980133

/

Pattern: motif8.motif

Significance: 0.00146476

matureB;A;CL

Pattern: metacluster_0/pattern_0

Significance: 0.0111124

/

Pattern: metacluster_0/pattern_3

Significance: 2.9544400000000003e-06

Pattern: motif2.motif

Significance: 0.00940342

MZ_B;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.000175638

/

Pattern: metacluster_1/pattern_2

Significance: 9.368550000000001e-16

Pattern: motif2.motif

Significance: 0.00867867

B1_B;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.00972904

/

Pattern: metacluster_1/pattern_7

Significance: 4.10664e-06

Pattern: motif2.motif

Significance: 0.0125166

GC_B;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.011843600000000001

/

Pattern: metacluster_1/pattern_3

Significance: 9.32804e-06

Pattern: motif2.motif

Significance: 0.008048600000000001

/

Pattern: motif8.motif

Significance: 0.00103692

plasmaB;A;CL

Pattern: metacluster_1/pattern_1

Significance: 7.4343e-05

/

Pattern: metacluster_1/pattern_3

Significance: 0.00110454

Pattern: motif2.motif

Significance: 0.0119258

/

Pattern: motif5.motif

Significance: 0.020122

aB_LPS+IL4;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0107783

/

Pattern: metacluster_1/pattern_4

Significance: 2.03996e-07

Pattern: motif6.motif

Significance: 0.0267757

aB_LSP+a_d_dextran;A;CL

Pattern: metacluster_0/pattern_0

Significance: 0.014987899999999998

/

Pattern: metacluster_0/pattern_5

Significance: 2.29286e-11

Pattern: motif8.motif

Significance: 0.0305341

aB_CD40+IL4;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.015434999999999999

/

Pattern: metacluster_1/pattern_6

Significance: 1.57279e-05

Pattern: motif14.motif

Significance: 0.00106295

Tfh;A;CL

Pattern: metacluster_1/pattern_6

Significance: 2.17087e-15

Pattern: motif20.motif

Significance: 0.0241909

Tfh_mut;A;CL

Pattern: metacluster_1/pattern_3

Significance: 2.3281799999999997e-13

Pattern: motif15.motif

Significance: 0.00106711

aNonTfh_mut;A;CL

Pattern: metacluster_1/pattern_4

Significance: 1.74485e-16

Pattern: motif15.motif

Significance: 0.00129667

Tfr_mut;CD4+CD44+CXCR5+PD1+CD25+;A;CL

Pattern: metacluster_1/pattern_5

Significance: 2.01021e-15

Pattern: motif19.motif

Significance: 0.000425765

CD4+CD8-TCR+CD25+Foxp3-;A;CL

Pattern: metacluster_1/pattern_5

Significance: 2.80296e-12

Pattern: motif15.motif

Significance: 0.00107898

CD4+CD8-TCR+CD25+Foxp3+;A;CL

Pattern: metacluster_1/pattern_3

Significance: 7.03457e-14

Pattern: motif6.motif

Significance: 3.3243400000000003e-06

DC_BMD;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.00383014

/

Pattern: metacluster_1/pattern_4

Significance: 5.60452e-14

Pattern: motif1.motif

Significance: 0.019506299999999997

/

Pattern: motif3.motif

Significance: 0.000606209

MCRPHG;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.024373699999999998

/

Pattern: metacluster_1/pattern_3

Significance: 1.02706e-05

Pattern: motif1.motif

Significance: 0.0250834

DP3a;A;CL

Pattern: metacluster_1/pattern_5

Significance: 1.8257300000000001e-13

Pattern: motif8.motif

Significance: 0.00481831

restingB;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.013165799999999998

/

Pattern: metacluster_1/pattern_7

Significance: 9.28323e-06

Pattern: motif12.motif

Significance: 0.00874111

aB;CD180;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0114152

/

Pattern: metacluster_1/pattern_5

Significance: 3.8420900000000005e-07

Pattern: motif6.motif

Significance: 0.000591499

LNG_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_6

Significance: 1.99105e-08

Pattern: motif18.motif

Significance: 0.00165313

SHRT_TRM_HSC;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.0393653

/

Pattern: metacluster_1/pattern_9

Significance: 5.37258e-07

Pattern: motif2.motif

Significance: 0.00813507

gamma_delta_TCR_MCR;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.00969216

/

Pattern: metacluster_1/pattern_3

Significance: 1.42888e-06

Pattern: motif2.motif

Significance: 0.012326

ILC2precrsr;A;CL

Pattern: metacluster_1/pattern_5

Significance: 6.494849999999999e-16

Pattern: motif20.motif

Significance: 0.00349918

ILC2_Nippo;A;CL

Pattern: metacluster_1/pattern_3

Significance: 4.31567e-12

Pattern: motif14.motif

Significance: 0.0036805999999999996

ILC1;A;CL

Pattern: metacluster_1/pattern_5

Significance: 8.373819999999999e-12

Pattern: motif6.motif

Significance: 0.00975974

NCR+ILC3+IL23;A;CL

Pattern: metacluster_1/pattern_7

Significance: 4.31342e-15

Pattern: motif13.motif

Significance: 0.00035014400000000004

CH12_QNTPLE;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.015932299999999996

/

Pattern: metacluster_1/pattern_6

Significance: 0.0007373389999999999

/

Pattern: metacluster_1/pattern_7

Significance: 6.176840000000001e-08

Pattern: motif2.motif

Significance: 0.0131314

/

Pattern: motif13.motif

Significance: 0.000709439

wCH12;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.00385884

/

Pattern: metacluster_1/pattern_11

Significance: 6.37995e-05

Pattern: motif3.motif

Significance: 0.0113124

wCH12_drug;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.000565133

/

Pattern: metacluster_1/pattern_8

Significance: 8.66608e-07

Pattern: motif2.motif

Significance: 0.0130214

CLP;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.010656299999999999

/

Pattern: metacluster_1/pattern_3

Significance: 6.626649999999999e-07

Pattern: motif2.motif

Significance: 0.015489500000000002

/

Pattern: motif6.motif

Significance: 0.0336609

mem_precrsrT_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 1.11046e-11

Pattern: motif7.motif

Significance: 0.00020449099999999998

NK_LVRD;CD19-CD3e-NKp46+DX+Trail-;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 1.61677e-12

Pattern: motif5.motif

Significance: 0.000508856

ILC2+IL33+IL25;A;GEO

Pattern: metacluster_1/pattern_8

Significance: 7.07378e-14

Pattern: motif18.motif

Significance: 0.00148933

ILC2;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 1.09003e-14

Pattern: motif14.motif

Significance: 0.000281814

ILC3;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 5.17429e-12

Pattern: motif8.motif

Significance: 4.84033e-05

T_LCMV;CD8+;D8;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 4.36822e-16

Pattern: motif7.motif

Significance: 0.00040113199999999995

T_LCMV;CD8+;D33;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 1.6599599999999999e-15

Pattern: motif7.motif

Significance: 7.68626e-07

T_LCMV;CD8+;D35;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 3.5255300000000006e-14

Pattern: motif6.motif

Significance: 4.9299800000000005e-06

TEff_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 2.74275e-16

Pattern: motif7.motif

Significance: 0.0167153

TExh_SPLND;CD8+;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 1.98062e-17

Pattern: motif7.motif

Significance: 0.000359296

TSLEC_SPLND;CD8+A;GEO

Pattern: metacluster_1/pattern_3

Significance: 7.162869999999999e-15

Pattern: motif9.motif

Significance: 0.00046400300000000005

Teff;TCR_SV40-I_CD8+;D5;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 1.51746e-17

Pattern: motif20.motif

Significance: 0.00738752

Teff;TCR_SV40-I_CD8+;D7;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 6.02503e-15

Pattern: motif12.motif

Significance: 0.00249693

cntrl_memT;TCR_SV40-I_CD8+;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 5.25235e-15

Pattern: motif7.motif

Significance: 0.00331447

T_MLD;TCR_SV40-I_CD8+;D7;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 9.38516e-11

Pattern: motif17.motif

Significance: 0.00365104

T_MLD;TCR_SV40-I_CD8+;D14;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 9.75574e-15

Pattern: motif10.motif

Significance: 7.03104e-05

T_MLD;TCR_SV40-I_CD8+;D21;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 2.85928e-15

Pattern: motif7.motif

Significance: 8.328639999999999e-05

T_MLD;TCR_SV40-I_CD8+;D28;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 6.671760000000001e-14

Pattern: motif6.motif

Significance: 3.46302e-05

T_MLD;TCR_SV40-I_CD8+;D35;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 4.9681199999999995e-14

Pattern: motif12.motif

Significance: 0.00036559300000000005

memT_tmrD_lstr;TCR_SV40-I_CD8+;D7;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 2.07788e-11

Pattern: motif6.motif

Significance: 0.008117699999999999

memT_tmrD_lstr;TCR_SV40-I_CD8+;D14;A;GEO

Pattern: metacluster_0/pattern_3

Significance: 2.97273e-14

Pattern: motif10.motif

Significance: 1.04818e-05

iNKT;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 5.57808e-17

Pattern: motif9.motif

Significance: 0.000132825

aB;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.0137194

/

Pattern: metacluster_1/pattern_2

Significance: 2.82893e-07

/

Pattern: metacluster_1/pattern_19

Significance: 0.057655899999999996

Pattern: motif2.motif

Significance: 0.011170200000000002

prePLSM_B;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.00598931

/

Pattern: metacluster_1/pattern_2

Significance: 1.0326700000000001e-07

Pattern: motif2.motif

Significance: 0.00975383

/

Pattern: motif4.motif

Significance: 0.043316900000000005

B_SPLND;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.0117833

/

Pattern: metacluster_1/pattern_4

Significance: 0.000124666

Pattern: motif2.motif

Significance: 0.010049700000000002

/

Pattern: motif9.motif

Significance: 0.00109682

preB_BMD;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.0053761

/

Pattern: metacluster_1/pattern_4

Significance: 1.05414e-05

Pattern: motif2.motif

Significance: 0.008269

B;B220_CD43;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 0.00502542

/

Pattern: metacluster_1/pattern_4

Significance: 0.000229643

/

Pattern: metacluster_1/pattern_5

Significance: 5.651220000000001e-13

Pattern: motif2.motif

Significance: 0.0101557

/

Pattern: motif4.motif

Significance: 3.01464e-05

MCRPHG_BMD.UnStmltd;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.00961633

/

Pattern: metacluster_1/pattern_8

Significance: 1.21543e-05

Pattern: motif1.motif

Significance: 0.016665299999999997

MCRPHG_BMD.LPD_Stmltd;A;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.017705000000000002

/

Pattern: metacluster_1/pattern_4

Significance: 3.4269599999999996e-07

Pattern: motif1.motif

Significance: 0.0114469

AML;AE9a;A;GEO

Pattern: metacluster_1/pattern_11

Significance: 5.92504e-17

Pattern: motif2.motif

Significance: 0.0374717

DC_LPS;6h;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.00534948

/

Pattern: metacluster_1/pattern_2

Significance: 1.9258000000000003e-06

Pattern: motif1.motif

Significance: 0.017023

DC_LPS;2h;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.00433568

/

Pattern: metacluster_1/pattern_7

Significance: 7.22821e-08

Pattern: motif1.motif

Significance: 0.0197929

/

Pattern: motif3.motif

Significance: 0.00015905

DC_pBMD;A;GEO

Pattern: metacluster_1/pattern_0

Significance: 0.0156469

/

Pattern: metacluster_1/pattern_4

Significance: 9.17326e-06

Pattern: motif1.motif

Significance: 0.0283315

ThMS_MEC;Aire++;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 0.0280629

/

Pattern: metacluster_1/pattern_5

Significance: 4.8505000000000004e-14

Pattern: motif8.motif

Significance: 2.26868e-06

pMeg;A;En

Pattern: metacluster_1/pattern_1

Significance: 0.00409949

/

Pattern: metacluster_1/pattern_4

Significance: 3.42033e-05

/

Pattern: metacluster_1/pattern_5

Significance: 0.035459199999999996

Pattern: motif2.motif

Significance: 0.015461500000000001

MegP;A;En

Pattern: metacluster_1/pattern_1

Significance: 0.014639500000000001

/

Pattern: metacluster_1/pattern_9

Significance: 9.18061e-06

Pattern: motif2.motif

Significance: 0.0168247

/

Pattern: motif9.motif

Significance: 0.011087200000000002

pCMP;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.0083546

/

Pattern: metacluster_1/pattern_4

Significance: 2.8066000000000004e-06

Pattern: motif2.motif

Significance: 0.011334100000000001

DC_LPS;4h;A;En

Pattern: metacluster_1/pattern_0

Significance: 0.051500300000000006

/

Pattern: metacluster_1/pattern_3

Significance: 3.5066e-05

Pattern: motif1.motif

Significance: 0.019597999999999997

pGMP;A;En

Pattern: metacluster_1/pattern_0

Significance: 0.00601148

/

Pattern: metacluster_1/pattern_3

Significance: 2.80599e-05

Pattern: motif1.motif

Significance: 0.025361500000000002

/

Pattern: motif7.motif

Significance: 0.000962285

DC;A;En

Pattern: metacluster_1/pattern_0

Significance: 0.015881700000000002

/

Pattern: metacluster_1/pattern_4

Significance: 3.25928e-06

Pattern: motif1.motif

Significance: 0.0117728

Treg;CD4+_CD25+;D;GEO

Pattern: metacluster_1/pattern_4

Significance: 6.91427e-10

Pattern: motif18.motif

Significance: 0.010220700000000001

apCD4Eff;D;GEO

Pattern: metacluster_1/pattern_3

Significance: 1.06201e-14

Pattern: motif14.motif

Significance: 0.012664

immatureB_SPLND;CD43-_CD11b-;D;GEO

Pattern: metacluster_1/pattern_1

Significance: 0.00320247

/

Pattern: metacluster_1/pattern_3

Significance: 4.81017e-05

Pattern: motif3.motif

Significance: 0.0322095

/

Pattern: motif11.motif

Significance: 0.000782635

LNG;8wks;D;En

Pattern: metacluster_0/pattern_12

Significance: 3.9829500000000003e-07

Pattern: motif16.motif

Significance: 0.00018408

Adipocyte_3T3-L1D;C57BL6;D8;D;En

Pattern: metacluster_1/pattern_12

Significance: 2.91199e-05

Pattern: motif22.motif

Significance: 0.00101201

immatureB_SPLND;CD43-_CD11b-;D;En

Pattern: metacluster_1/pattern_1

Significance: 5.81146e-05

Pattern: motif2.motif

Significance: 0.013435599999999999

/

Pattern: motif11.motif

Significance: 0.00113946

LRG_INTSTN;8wks;D;En

Pattern: metacluster_1/pattern_14

Significance: 7.01627e-10

Pattern: motif17.motif

Significance: 6.9867e-08

Spleen;8wks;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.0135511

/

Pattern: metacluster_1/pattern_5

Significance: 9.92535e-07

Pattern: motif2.motif

Significance: 0.032477099999999995

A20;B-lymphoma;D;En

Pattern: metacluster_1/pattern_1

Significance: 3.51476e-06

/

Pattern: metacluster_1/pattern_2

Significance: 0.00195418

Pattern: motif2.motif

Significance: 0.00310033

AML;D;En

Pattern: metacluster_1/pattern_0

Significance: 0.01496

/

Pattern: metacluster_1/pattern_4

Significance: 3.11762e-05

/

Pattern: metacluster_1/pattern_6

Significance: 0.0200323

Pattern: motif1.motif

Significance: 0.0218524

CH12.LX;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.00235647

/

Pattern: metacluster_1/pattern_4

Significance: 2.89904e-07

Pattern: motif2.motif

Significance: 0.00476027

MEF.GATA-1-ER;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.039734

/

Pattern: metacluster_1/pattern_12

Significance: 4.08091e-11

Pattern: motif2.motif

Significance: 0.0267492

MEL;D;En

Pattern: metacluster_1/pattern_1

Significance: 0.025788299999999997

/

Pattern: metacluster_1/pattern_15

Significance: 5.2375e-05

Pattern: motif2.motif

Significance: 0.0515201

MEL_Znc_di-cl;24h;D;En

Pattern: metacluster_1/pattern_7

Significance: 3.92947e-13

/

Pattern: metacluster_1/pattern_9

Significance: 0.0163703

Pattern: motif1.motif

Significance: 0.0373842

Unique Cell types only TF-MoDISco finds Irf1: #115

Cell typeModiscoHomer
naiveCD8;A;CL

Pattern: metacluster_0/pattern_5

Significance: 1.31415e-12

Absent
Th17;CD4+;A;CL

Pattern: metacluster_1/pattern_5

Significance: 7.21147e-13

Absent
NK_SPLND;A;CL

Pattern: metacluster_0/pattern_4

Significance: 7.91249e-11

Absent
aB_LPS;A;CL

Pattern: metacluster_1/pattern_1

Significance: 0.00463559

/

Pattern: metacluster_1/pattern_6

Significance: 4.08184e-05

Absent
aB_LPS+IL21;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.00438827

/

Pattern: metacluster_1/pattern_6

Significance: 1.02525e-06

Absent
Mast;A;CL

Pattern: metacluster_0/pattern_0

Significance: 0.0120021

/

Pattern: metacluster_0/pattern_12

Significance: 3.83741e-10

Absent
BSPHL;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.0102674

/

Pattern: metacluster_1/pattern_9

Significance: 3.0595500000000003e-09

Absent
ESNPHL_ex-vivo_BlbC;A;CL

Pattern: metacluster_0/pattern_0

Significance: 0.05126080000000001

/

Pattern: metacluster_0/pattern_12

Significance: 1.9399200000000004e-06

Absent
ESNPHL_SPLND_BlbCA;CL

Pattern: metacluster_0/pattern_0

Significance: 0.046867599999999995

/

Pattern: metacluster_0/pattern_10

Significance: 8.359960000000001e-10

Absent
NTRPHL;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.00862861

/

Pattern: metacluster_1/pattern_12

Significance: 5.957080000000001e-14

Absent
Tfh_LCMV;A;CL

Pattern: metacluster_1/pattern_4

Significance: 1.95989e-13

Absent
aNonTfh;A;CL

Pattern: metacluster_1/pattern_3

Significance: 3.3011199999999994e-16

Absent
Tfr;CD4+CD44+CXCR5+PD1+CD25+;A;CL

Pattern: metacluster_1/pattern_3

Significance: 1.0915e-12

Absent
naiveT;CD4+_CD44-_CD62L-_CD25-;A;CL

Pattern: metacluster_1/pattern_3

Significance: 2.91663e-14

Absent
naiveT_mut;CD4+_CD44-_CD62L-_CD25-;A;CL

Pattern: metacluster_1/pattern_6

Significance: 1.8005e-14

Absent
largeDPprecrsr;CD4+CD8+CD69-;A;CL

Pattern: metacluster_1/pattern_8

Significance: 7.74674e-14

Absent
smallDPprecrsor;CD4+CD8+CD69-;A;CL

Pattern: metacluster_1/pattern_6

Significance: 3.36691e-11

Absent
CD4+CD8intTCR+CD69+CD24+;B2defM;A;CL

Pattern: metacluster_1/pattern_6

Significance: 9.20941e-12

Absent
CD4+CD8-TCR+CD69+CD24+CD25-;B2defM;A;CL

Pattern: metacluster_1/pattern_5

Significance: 6.04855e-14

Absent
CD4+CD8-TCR+CD69-CD24-CD25-;B2defM;A;CL

Pattern: metacluster_1/pattern_5

Significance: 3.50134e-12

Absent
CD4+CD8intTCR+CD69+CD24+;MHC2defM;A;CL

Pattern: metacluster_1/pattern_7

Significance: 5.01892e-09

Absent
CD4+CD8+TCR+CD69+CD24+;MHC2defM;A;C

Pattern: metacluster_1/pattern_5

Significance: 6.3984e-16

Absent
CD4+CD8+TCR+CD69-CD24-;MHC2defM;A;CL

Pattern: metacluster_1/pattern_3

Significance: 6.6901800000000005e-12

Absent
CD4+CD8-TCR+CD25-Foxp3+;A;CL

Pattern: metacluster_1/pattern_4

Significance: 7.48539e-15

Absent
Erythroblast;A;CL

Pattern: metacluster_1/pattern_16

Significance: 9.26156e-08

Absent
DP;A;CL

Pattern: metacluster_1/pattern_6

Significance: 2.94829e-16

Absent
DP3b;A;CL

Pattern: metacluster_1/pattern_7

Significance: 2.3498e-15

Absent
ISP;A;CL

Pattern: metacluster_1/pattern_7

Significance: 1.99838e-11

Absent
ES;MEF;A;CL

Pattern: metacluster_1/pattern_18

Significance: 7.214399999999999e-09

Absent
SML_INTSTN;A;CL

Pattern: metacluster_0/pattern_14

Significance: 4.78206e-09

Absent
LRG_INTSTN;A;CL

Pattern: metacluster_0/pattern_7

Significance: 1.2112700000000001e-08

Absent
LNG;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.00731085

/

Pattern: metacluster_1/pattern_15

Significance: 1.07788e-07

Absent
Muscle;A;CL

Pattern: metacluster_1/pattern_20

Significance: 1.50429e-06

Absent
Heart;D;En

Pattern: metacluster_0/pattern_15

Significance: 2.87629e-06

Absent
Adipose;A;CL

Pattern: metacluster_1/pattern_5

Significance: 5.9700900000000004e-09

Absent
Mammary;A;CL

Pattern: metacluster_0/pattern_15

Significance: 0.00405515

Absent
Adrenal;A;CL

Pattern: metacluster_1/pattern_13

Significance: 2.1209e-12

Absent
placenta;A;CL

Pattern: metacluster_0/pattern_19

Significance: 2.4670999999999998e-05

Absent
SPNL_CHRD;A;CL

Pattern: metacluster_1/pattern_20

Significance: 1.0815700000000001e-08

Absent
STMCH;A;CL

Pattern: metacluster_1/pattern_15

Significance: 2.1117599999999998e-07

Absent
PNCRS;A;CL

Pattern: metacluster_0/pattern_9

Significance: 5.81781e-08

Absent
NRV;Eye-OPTC;A;CL

Pattern: metacluster_0/pattern_6

Significance: 0.0517698

/

Pattern: metacluster_0/pattern_13

Significance: 0.000171924

Absent
BRN;OLFTRY_BLB;A;CL

Pattern: metacluster_0/pattern_18

Significance: 0.00212509

Absent
BRN;MDL_OBLNGT;A;CL

Pattern: metacluster_1/pattern_18

Significance: 9.43805e-09

Absent
BRN;CRBLM;A;CL

Pattern: metacluster_0/pattern_13

Significance: 1.96994e-07

Absent
gamma_delta_TCR;A;CL

Pattern: metacluster_1/pattern_5

Significance: 1.86065e-06

Absent
gamma_delta_TCR_M-S-;A;CL

Pattern: metacluster_0/pattern_6

Significance: 1.37282e-07

Absent
NK;IL2+IL12+;A;CL

Pattern: metacluster_1/pattern_8

Significance: 2.65701e-15

Absent
NCR+ILC3;A;CL

Pattern: metacluster_1/pattern_6

Significance: 4.72993e-11

Absent
ILC2;A;CL

Pattern: metacluster_1/pattern_6

Significance: 1.77397e-09

Absent
Th2_nippo;A;CL

Pattern: metacluster_1/pattern_9

Significance: 5.69357e-11

Absent
aB_LPS+IL4_24h;A;CL

Pattern: metacluster_0/pattern_1

Significance: 0.056470299999999994

/

Pattern: metacluster_0/pattern_5

Significance: 3.47641e-08

/

Pattern: metacluster_0/pattern_8

Significance: 0.00143452

Absent
aB_LPS+IL4+Oligomycin_24h;A;CL

Pattern: metacluster_1/pattern_2

Significance: 0.00116683

/

Pattern: metacluster_1/pattern_3

Significance: 1.54582e-06

Absent
CH12;med14;A;CL

Pattern: metacluster_1/pattern_0

Significance: 0.00371213

/

Pattern: metacluster_1/pattern_6

Significance: 1.73275e-07

Absent
NTRPHL;A;GEO

Pattern: metacluster_0/pattern_0

Significance: 0.0558379

/

Pattern: metacluster_0/pattern_13

Significance: 1.28924e-10

Absent
Mammary_GLND;A;GEO

Pattern: metacluster_1/pattern_10

Significance: 5.11111e-10

Absent
CRBL_GRNL_Precrsr;A;GEO

Pattern: metacluster_0/pattern_8

Significance: 0.00438496

Absent
ILC1;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 5.6404e-15

Absent
ILC1_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_7

Significance: 7.3960899999999994e-09

Absent
ILC2_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_6

Significance: 5.40837e-11

Absent
ILC3_AbxGRMFree;A;GEO

Pattern: metacluster_1/pattern_5

Significance: 5.55056e-12

Absent
naiveT;CD8+;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 1.35219e-12

/

Pattern: metacluster_1/pattern_22

Significance: 0.00284996

Absent
naiveT;trnsgncTCR_SV40-I_CD8;A;GEO

Pattern: metacluster_0/pattern_4

Significance: 5.65121e-13

Absent
T_MLD;TCR_SV40-I_CD8+;D5;A;GEO

Pattern: metacluster_1/pattern_4

Significance: 1.59106e-13

Absent
T_MLD;TCR_SV40-I_CD8+;D60;A;GEO

Pattern: metacluster_0/pattern_3

Significance: 6.6778e-11

Absent
memT_tmrD_lstr;TCR_SV40-I_CD8+;D35;A;GEO

Pattern: metacluster_1/pattern_2

Significance: 5.5801200000000004e-15

Absent
memT_tmrD;TCR_SV40-I_CD8+;D7;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 7.403169999999999e-16

Absent
memT_tmrD;TCR_SV40-I_CD8+;D14;A;GEO

Pattern: metacluster_1/pattern_3

Significance: 1.74155e-16

Absent
Erythroid;Ter119+;A;GEO

Pattern: metacluster_0/pattern_11

Significance: 1.40249e-08

Absent
ROD_PHT_RCPTR_RTN;A;GEO

Pattern: metacluster_0/pattern_21

Significance: 8.725229999999999e-05

Absent
BL_CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_19

Significance: 3.88963e-06

Absent
CN_PHT_RCPTR;A;GEO

Pattern: metacluster_1/pattern_17

Significance: 3.88135e-08

Absent
SKN_EPTHL;A;GEO

Pattern: metacluster_0/pattern_18

Significance: 4.6265e-09

Absent
BCK_SKN;A;GEO

Pattern: metacluster_0/pattern_21

Significance: 3.17628e-08

Absent
NPC;G4;A;GEO

Pattern: metacluster_1/pattern_23

Significance: 0.00013277799999999998

Absent
Corticotrope;A;GEO

Pattern: metacluster_0/pattern_15

Significance: 4.31703e-08

Absent
Melanotrope;A;GEO

Pattern: metacluster_0/pattern_10

Significance: 2.7093699999999998e-05

Absent
Mammary_BptfKO;A;GEO

Pattern: metacluster_0/pattern_13

Significance: 5.8132700000000005e-09

Absent
EPP;A;En

Pattern: metacluster_1/pattern_15

Significance: 5.4151300000000004e-05

Absent
MegEP;A;CL

Pattern: metacluster_1/pattern_12

Significance: 1.4111700000000002e-14

Absent
pErythroblast;A;En

Pattern: metacluster_1/pattern_13

Significance: 1.73989e-14

Absent
NIH3T3_FBROBLST;D;GEO

Pattern: metacluster_1/pattern_16

Significance: 7.91091e-09

Absent
LVR;8wks;D;GEO

Pattern: metacluster_1/pattern_14

Significance: 2.77156e-10

Absent
LNG;8wks;D;GEO

Pattern: metacluster_0/pattern_12

Significance: 1.23213e-07

Absent
3134_mammaryADNCRCNM;D;GE

Pattern: metacluster_1/pattern_16

Significance: 2.0621999999999998e-09

/

Pattern: metacluster_1/pattern_20

Significance: 0.00216089

Absent
T_SPLND_blstCLTRD;CD4+;D;GEO

Pattern: metacluster_1/pattern_5

Significance: 1.27145e-16

Absent
naiveT_SPLND;CD4+;D;GEO

Pattern: metacluster_1/pattern_11

Significance: 4.03507e-15

Absent
apTreg;D;GEO

Pattern: metacluster_1/pattern_3

Significance: 5.9939e-09

Absent
416B_MP;CD34+;D;GEO

Pattern: metacluster_1/pattern_8

Significance: 1.11879e-12

Absent
FBRBLST;8wks;D;En

Pattern: metacluster_1/pattern_20

Significance: 1.02563e-06

Absent
3T3-L1;FBRBLST;D;En

Pattern: metacluster_1/pattern_16

Significance: 1.20409e-07

Absent
KDNY;P0;D;En

Pattern: metacluster_1/pattern_20

Significance: 7.16798e-10

Absent
KDNY;8wks;D;En

Pattern: metacluster_1/pattern_17

Significance: 1.21563e-08

Absent
LVR;8wks;D;En

Pattern: metacluster_0/pattern_17

Significance: 5.11237e-10

Absent
wES;LVR;E11.5;D.;En

Pattern: metacluster_1/pattern_22

Significance: 6.7008e-05

Absent
LVR;P0;D;En

Pattern: metacluster_1/pattern_2

Significance: 0.012827600000000002

Absent
LNG;P0;D;En

Pattern: metacluster_1/pattern_17

Significance: 1.27431e-05

Absent
wES;LNG;E14.5;D;En

Pattern: metacluster_1/pattern_19

Significance: 5.02832e-06

Absent
Heart;8wks;D;En

Pattern: metacluster_0/pattern_15

Significance: 3.46242e-06

Absent
Heart;P0;D;En

Pattern: metacluster_1/pattern_17

Significance: 1.27359e-09

Absent
apThEff;CD4+;8wks;D;En.

Pattern: metacluster_1/pattern_2

Significance: 2.48585e-13

Absent
abTreg;CD4+_CD25+;8wks;D;En

Pattern: metacluster_1/pattern_3

Significance: 6.1126e-14

Absent
apTreg;8wk;D;En

Pattern: metacluster_1/pattern_3

Significance: 1.19382e-07

Absent
EP;c-kit+CD71+Ter119+;D;En

Pattern: metacluster_1/pattern_15

Significance: 1.20399e-10

Absent
416B_MP;CD34+;D;En

Pattern: metacluster_1/pattern_8

Significance: 3.1976999999999996e-13

Absent
Muller;P12;D;En

Pattern: metacluster_1/pattern_16

Significance: 1.36673e-11

Absent
WHL_BRN;8wks;D;En

Pattern: metacluster_1/pattern_12

Significance: 0.05393440000000001

Absent
wES;NRL_Tube;E11.5;D;En

Pattern: metacluster_1/pattern_25

Significance: 0.0140416

Absent
STMCH;P0;D;En

Pattern: metacluster_1/pattern_13

Significance: 0.000634334

Absent
3134_mammaryADNCRCNM;D;En

Pattern: metacluster_0/pattern_13

Significance: 5.60748e-10

Absent
416B;HMTP_SPNSN;CD34+;D;En

Pattern: metacluster_1/pattern_10

Significance: 2.18212e-11

Absent
NIH3T3;D;En

Pattern: metacluster_1/pattern_16

Significance: 1.68658e-11

Absent
MTR_NRN_MN1;methyl3;D;En

Pattern: metacluster_0/pattern_22

Significance: 1.09751e-09

Absent
MN1;D;En

Pattern: metacluster_1/pattern_13

Significance: 1.32348e-07

Absent
3T3-L1;D;En

Pattern: metacluster_1/pattern_16

Significance: 6.850930000000001e-10

Absent
No Cell types only Homer finds Irf1