Collections / Spatiotemporal hepatocyte heterogeneity impacts in vivo gene engineering [Visium Spatial Transcriptomics]

Spatiotemporal hepatocyte heterogeneity impacts in vivo gene engineering [Visium Spatial Transcriptomics]

The liver is a central organ for physiology and metabolism, with hepatocytes being the main cell type responsible for most of its functions. Several previous studies investigated the cell types involved in tissue homeostasis and regeneration, however the mechanisms underlying post-natal liver growth and establishment of the mature hepatocyte phenotypes remain to be fully understood. Moreover, genetic modification of hepatocytes is emerging as a promising therapeutic approach, particularly for genetic diseases of the coagulation system and hepatic metabolism. Here, we investigate liver tissue dynamics in mice during post-natal growth and turnover in adulthood, by spatial transcriptomics, clonal analysis, and lineage tracing. We observe progressive establishment of metabolic zonation of hepatocytes and that only a fraction of hepatocytes proliferates in the newborn liver, generating most of the adult tissue. We assess the impact of these changes on both in vivo liver gene transfer and gene editing. We show that the age at treatment affects both the efficiency and lobule distribution of lentiviral vector-mediated gene transfer, and that preferential targeting of the more proliferating hepatocytes allows expansion of the genetically modified liver area. Overall, our findings provide new insights into the spatio-temporal dynamics of the liver during post-natal growth and hepatocyte heterogeneity, with broad implications for liver biology and therapeutic applications.

Datasets21
Size~468 MB
AssayVisium
Samplemouse · liver
KindTime course
Flag a data issue
www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE236424 ↗
Python · sddb client
from sddb import Catalog

cohort = Catalog().collection("geo-gse236424")
cohort.members        # the 21 datasets as a table

print(cohort.licenses())              # check the terms before you download

sdatas = cohort.to_dict()             # {uid: SpatialData}, cached locally
# or keep the .zarr files in a folder of your choice:
# sdatas = cohort.to_dict(dest="data/")
Python · lamindb

Needs pip install lamindb and network access to the Lamin database, which is limited during the alpha. If it fails, use the Client tab.

import lamindb as ln

db = ln.DB("scverse/spatialdata-db")
coll = db.Collection.get(key="geo-gse236424")
coll.ordered_artifacts.to_dataframe()   # the 21 members, ordered

# download every member .zarr to the local cache:
paths = [a.cache() for a in coll.ordered_artifacts.all()]
Shell
# sddb client: download every member .zarr into data/
sddb-cli download --collection geo-gse236424 --dest data/

Licenses: 21 NCBI GEO policy

Open in Vitessce
Visium
Mouse liver
GSM7536070
mouse liver 32.3 MB 1,908 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueliver
Size32.3 MB
Spots1,908
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536063
mouse liver 12.5 MB 984 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueliver
Size12.5 MB
Spots984
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536059
mouse liver 21.9 MB 1,291 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueliver
Size21.9 MB
Spots1,291
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536084
mouse liver 18.9 MB 1,147 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueliver
Size18.9 MB
Spots1,147
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536082
mouse liver 24.7 MB 1,338 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueliver
Size24.7 MB
Spots1,338
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536061
mouse liver 17.8 MB 970 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueliver
Size17.8 MB
Spots970
Magnificationother · 3.378 µm/px
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536085
mouse liver 24.1 MB 1,532 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueliver
Size24.1 MB
Spots1,532
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536073
mouse liver 19.2 MB 1,258 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueliver
Size19.2 MB
Spots1,258
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536068
mouse liver 37.6 MB 2,281 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueliver
Size37.6 MB
Spots2,281
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536065
mouse liver 16.2 MB 1,250 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueliver
Size16.2 MB
Spots1,250
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536067
mouse liver 28.0 MB 1,973 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueliver
Size28.0 MB
Spots1,973
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536062
mouse liver 14.5 MB 1,033 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueliver
Size14.5 MB
Spots1,033
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536072
mouse liver 28.3 MB 2,066 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueliver
Size28.3 MB
Spots2,066
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536076
mouse liver 23.7 MB 1,636 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueliver
Size23.7 MB
Spots1,636
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536060
mouse liver 19.3 MB 1,390 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueliver
Size19.3 MB
Spots1,390
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536071
mouse liver 30.5 MB 1,988 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueliver
Size30.5 MB
Spots1,988
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536077
mouse liver 19.5 MB 1,168 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueliver
Size19.5 MB
Spots1,168
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536080
mouse liver 21.2 MB 1,259 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueliver
Size21.2 MB
Spots1,259
silver H&E NCBI GEO policy Open in Vitessce
Visium
Mouse liver
GSM7536078
mouse liver 19.8 MB 1,196 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueliver
Size19.8 MB
Spots1,196
silver H&E NCBI GEO policy
Open in Vitessce
Visium
Mouse liver
GSM7536079
mouse liver 19.5 MB 1,170 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueliver
Size19.5 MB
Spots1,170
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536075
mouse liver 19.2 MB 1,397 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueliver
Size19.2 MB
Spots1,397
silver H&E NCBI GEO policy Open in Vitessce

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