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~447 MB
AssayVisium
Samplemouse · liver
KindTime course
www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE236424 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse236424")
coll.ordered_artifacts.df()                 # the 21 members, ordered

# download every member .zarr to the local cache:
paths = [a.cache() for a in coll.ordered_artifacts.all()]

# …or load each straight into memory as a SpatialData object:
sdatas = {a.key: sd.read_zarr(a.cache()) for a in coll.ordered_artifacts.all()}
Open in Vitessce
Visium
Mouse liver
GSM7536070
mouse liver 31 MB 1,908 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size31 MB
Obs1,908
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536063
mouse liver 12 MB 984 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size12 MB
Obs984
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536059
mouse liver 21 MB 1,291 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size21 MB
Obs1,291
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536084
mouse liver 18 MB 1,147 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size18 MB
Obs1,147
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536082
mouse liver 24 MB 1,338 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size24 MB
Obs1,338
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536061
mouse liver 17 MB 970 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size17 MB
Obs970
Magnificationother · 3.378 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536085
mouse liver 23 MB 1,532 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size23 MB
Obs1,532
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536073
mouse liver 18 MB 1,258 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size18 MB
Obs1,258
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536068
mouse liver 36 MB 2,281 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size36 MB
Obs2,281
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536065
mouse liver 15 MB 1,250 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size15 MB
Obs1,250
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536067
mouse liver 27 MB 1,973 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size27 MB
Obs1,973
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536062
mouse liver 14 MB 1,033 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size14 MB
Obs1,033
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536072
mouse liver 27 MB 2,066 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size27 MB
Obs2,066
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536076
mouse liver 23 MB 1,636 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size23 MB
Obs1,636
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536060
mouse liver 18 MB 1,390 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size18 MB
Obs1,390
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536071
mouse liver 29 MB 1,988 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size29 MB
Obs1,988
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536077
mouse liver 19 MB 1,168 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size19 MB
Obs1,168
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536080
mouse liver 20 MB 1,259 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size20 MB
Obs1,259
silver H&E Open in Vitessce
Visium
Mouse liver
GSM7536078
mouse liver 19 MB 1,196 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size19 MB
Obs1,196
silver H&E
Open in Vitessce
Visium
Mouse liver
GSM7536079
mouse liver 19 MB 1,170 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size19 MB
Obs1,170
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM7536075
mouse liver 18 MB 1,397 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size18 MB
Obs1,397
silver H&E Open in Vitessce

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