In [1]:
# Parameters
data_name = "Sfpi1"
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"
In [2]:
from matlas.modisco_report import call_motifDB_to_be_displayed, display_comparative_cell_types
load data from labcluster
Using TensorFlow backend.
2019-07-26 01:59:28,733 [WARNING] git-lfs not installed
In [3]:
homer_matches, modisco_matches = call_motifDB_to_be_displayed(task_idxs, homer_root, modisco_root)
In [4]:
display_comparative_cell_types(data_name, homer_matches, modisco_matches)
TF-MoDISco is using the TensorFlow backend.

CISBP ID of Sfpi1: M6122_1.02

Shared Cell types both TF-MoDISco and Homer finds Sfpi1
Cell typeModiscoHomer
MPP

Significance: 2.99964e-05

Significance: 2.06779e-05

proB cells

Significance: 1.3672399999999998e-06

Significance: 0.000108436

preB cells

Significance: 1.8586400000000002e-05

Significance: 0.00020234700000000002

immature B cells

Significance: 2.1303699999999997e-05

Significance: 0.012971799999999999

Significance: 2.57656e-05

mature B cells

Significance: 1.01434e-05

Significance: 0.000182058

Act B cell

Significance: 2.9221900000000002e-05

Significance: 0.00386914

Significance: 1.1177e-05

B1 B cells

Significance: 3.47786e-06

Significance: 0.000169755

GC B cells

Significance: 3.54204e-06

Significance: 0.00279707

Significance: 1.388e-05

Pre-PB

Significance: 2.06362e-06

Significance: 1.1467e-05

Splenic B cell

Significance: 2.53444e-05

Significance: 0.00039962900000000003

Bone marrow derived pre-B cell

Significance: 7.29566e-09

Significance: 3.97353e-06

B220+CD43+ B cells

Significance: 1.44756e-07

Significance: 7.61895e-06

bone marrow-derived macrophages(Lipid A stimulation 120min)

Significance: 1.85303e-07

Significance: 0.0882797

Significance: 9.57107e-06

Murine B-lymphoma cell line(A20 cell line)

Significance: 6.19328e-08

Significance: 0.000208696

dendritic cell(100 ng/mL Lipopolysaccharide, 6hours)

Significance: 4.4840300000000006e-08

Significance: 1.83202e-06

dendritic cell(100 ng/mL Lipopolysaccharide, 2hours)

Significance: 2.77625e-08

Significance: 1.07372e-05

Primary bone marrow derived dendritic cells (DCs, control vector)

Significance: 1.5167700000000003e-06

Significance: 0.0999597

Significance: 5.1997199999999995e-09

acute myeloid leukemia

Significance: 1.9833700000000004e-06

Significance: 2.75786e-06

MEL-GATA-1-ER cell line

Significance: 6.2802e-07

Significance: 4.25316e-05

MEL cell line

Significance: 4.36681e-08

Significance: 3.26738e-07

MEL cell line treated with 125 uM zinc dichloride for 24 hours

Significance: 1.1365899999999999e-05

Significance: 5.454939999999999e-09

BMDCs(dendritic cell)

Significance: 2.3963e-08

Significance: 2.26952e-07

macrophage

Significance: 3.1526800000000004e-07

Significance: 0.0109336

Significance: 8.95345e-08

Megakaryocyte primary cell

Significance: 6.4799600000000004e-09

Significance: 0.0874848

Significance: 5.5878e-08

Megakaryocyte progenitor cell

Significance: 3.0664999999999998e-06

Significance: 1.6127400000000002e-07

Common myeloid progenitor primary cell

Significance: 4.21912e-07

Significance: 0.00380859

Significance: 2.00819e-05

dendritic cell(100 ng/mL Lipopolysaccharide, 4hours)

Significance: 1.32604e-06

Significance: 1.41535e-06

Granulocyte monocyte progenitor primary cell

Significance: 2.4208400000000003e-08

Significance: 0.0504078

Significance: 1.8518299999999997e-08

dendritic in vitro differentiated cells

Significance: 7.42979e-07

Significance: 4.62847e-07

gamma delta TCR Marco

Significance: 1.2292899999999999e-05

Significance: 0.00241422

Significance: 9.163589999999999e-06

ch12 wt

Significance: 1.21481e-07

Significance: 0.000538517

CLP

Significance: 2.5874400000000003e-06

Significance: 0.00293303

Significance: 7.432309999999999e-07

Unique Cell types only TF-MoDISco finds Sfpi1
Cell typeModiscoHomer
spleen(adult-8wks)

Significance: 2.5075300000000004e-05

absent
aBCD180

Significance: 2.80169e-05

absent
plasma cells

Significance: 3.0285200000000002e-09

absent
aB LPS

Significance: 2.12838e-06

absent
aB LPS+IL4

Significance: 1.67516e-05

absent
bone marrow-derived macrophages (Unstimulated)

Significance: 2.82724e-06

Significance: 0.0981184

absent
aB LPS+a-d-dextran

Significance: 1.3540699999999999e-05

absent
Ckit Mice cells AE9a (AML)

Significance: 0.09285089999999999

absent
mast cells

Significance: 1.14863e-05

absent
basophils

Significance: 7.19395e-06

absent
eosinphils (ex-vivo, BalbC)

Significance: 0.0970227

absent
eosinophils (isolated from spleens, BalbC)

Significance: 9.808129999999999e-05

Significance: 0.0951209

absent
neutrophils

Significance: 6.226669999999999e-06

Significance: 0.091843

absent
mouse spleen B cells, CD43-,CD11b- (immature B cells)

Significance: 1.60719e-09

absent
CH12.LX cell line

Significance: 4.33907e-09

absent
Act B cell 24h with oligomycin

Significance: 7.82439e-09

absent
ch12 med14 mt

Significance: 1.3878100000000001e-06

absent
Short Term HSC

Significance: 1.91888e-05

absent
Unique Cell types only Homer finds Sfpi1
Cell typeModiscoHomer
MZ B cellsabsent

Significance: 2.17632e-06

ch12 with quintuple mtabsent

Significance: 0.00036287900000000003

mouse spleen B cells, CD43-,CD11b- (immature B cells)absent

Significance: 4.87557e-05

ch12 wt with drugabsent

Significance: 0.000624448