Collections / Spatially-resolved molecular sex differences at single cell resolution in the adult human hypothalamus

Spatially-resolved molecular sex differences at single cell resolution in the adult human hypothalamus

The hypothalamus (HYP) underlies basal endocrine, physiological, and behavioral drives which inherently differ across species and sexes—ranging from growth and puberty to appetite and metabolism to social behavior. Especially in the rodent brain, these sex-differentiated functions correspond to differences in the volume, cell types, and gene expression of distinct HYP subareas. Recent studies have elucidated the transcriptional profile of single cells in the rodent ventromedial hypothalamus (VMH) and arcuate (ARC), which influence appetitive/social behaviors and growth/metabolism, respectively. However, there is a paucity of studies examining the molecular architecture of the adult human HYP, and transcriptional sex differences in the human VMH and ARC have not been characterized in single-cell or spatial contexts. Using 10x Genomics Visium and Xenium platforms, we generated a multimodal, spatially-resolved molecular atlas of human postmortem VMH and ARC from male and female adult donors. Sex-differential gene expression analysis within these regions revealed correlated autosomal expression differences, with stronger overall sex effects in the ARC. We then leveraged the single-cell-resolution of Xenium to localize sex-differential expression to cell types, finding most occur in ESR1- and KISS1-expressing neurons of the ARC. Finally, we investigated VMH and ARC gene expression in relation to genes associated with neuropsychiatric diseases, identifying a striking enrichment of genes upregulated in the male VMH for known and candidate risk genes for autism spectrum disorders. This work provides a multisample view of the human VMH and ARC in young/middle adulthood across both sexes, including data at both transcriptome-wide and single-cell resolutions, the first single-cell transcriptional atlas of molecular sex differences in the adult human VMH and ARC, and highlights potential sex-differentiated roles for VMH and ARC in neurobehavioral disorders.

Datasets10
Size~507 MB
AssayVisium
Samplehuman · hypothalamus
KindOther
Flag a data issue
www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE280316 ↗
Python · sddb client
from sddb import Catalog

cohort = Catalog().collection("geo-gse280316")
cohort.members        # the 10 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-gse280316")
coll.ordered_artifacts.to_dataframe()   # the 10 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-gse280316 --dest data/

Licenses: 10 NCBI GEO policy

Visium
Human hypothalamus
GSM8594574
human hypothalamus 36.7 MB 4,929 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissuehypothalamus
Size36.7 MB
Spots4,929
silver H&E NCBI GEO policy
Open in Vitessce
Visium
Human hypothalamus
GSM8594578
human hypothalamus 71.2 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissuehypothalamus
Size71.2 MB
Spots4,992
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human hypothalamus
GSM8594576
human hypothalamus 57.1 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissuehypothalamus
Size57.1 MB
Spots4,992
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human hypothalamus
GSM8594573
human hypothalamus 47.0 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissuehypothalamus
Size47.0 MB
Spots4,992
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human hypothalamus
GSM8594575
human hypothalamus 47.5 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissuehypothalamus
Size47.5 MB
Spots4,992
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human hypothalamus
GSM8594572
human hypothalamus 36.8 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissuehypothalamus
Size36.8 MB
Spots4,992
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human hypothalamus
GSM8594580
human hypothalamus 47.3 MB 4,977 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissuehypothalamus
Size47.3 MB
Spots4,977
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human hypothalamus
GSM8594581
human hypothalamus 60.1 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissuehypothalamus
Size60.1 MB
Spots4,992
silver H&E NCBI GEO policy Open in Vitessce
Visium
Human hypothalamus
GSM8594579
human hypothalamus 44.5 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissuehypothalamus
Size44.5 MB
Spots4,992
silver H&E NCBI GEO policy
Open in Vitessce
Visium
Human hypothalamus
GSM8594577
human hypothalamus 59.1 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissuehypothalamus
Size59.1 MB
Spots4,992
silver H&E NCBI GEO policy Open in Vitessce

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