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~484 MB
AssayVisium
Samplehuman · hypothalamus
KindOther
www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE280316 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse280316")
coll.ordered_artifacts.df()                 # the 10 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()}
Visium
Human hypothalamus
GSM8594574
human hypothalamus 35 MB 4,929 obs silver H&E
TechnologyVisium
Organismhuman
Tissuehypothalamus
Size35 MB
Obs4,929
silver H&E
Open in Vitessce
Visium
Human hypothalamus
GSM8594578
human hypothalamus 68 MB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissuehypothalamus
Size68 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human hypothalamus
GSM8594576
human hypothalamus 54 MB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissuehypothalamus
Size54 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human hypothalamus
GSM8594573
human hypothalamus 45 MB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissuehypothalamus
Size45 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human hypothalamus
GSM8594575
human hypothalamus 45 MB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissuehypothalamus
Size45 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human hypothalamus
GSM8594572
human hypothalamus 35 MB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissuehypothalamus
Size35 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human hypothalamus
GSM8594580
human hypothalamus 45 MB 4,977 obs silver H&E
TechnologyVisium
Organismhuman
Tissuehypothalamus
Size45 MB
Obs4,977
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human hypothalamus
GSM8594581
human hypothalamus 57 MB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissuehypothalamus
Size57 MB
Obs4,992
silver H&E Open in Vitessce
Visium
Human hypothalamus
GSM8594579
human hypothalamus 42 MB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissuehypothalamus
Size42 MB
Obs4,992
silver H&E
Open in Vitessce
Visium
Human hypothalamus
GSM8594577
human hypothalamus 56 MB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissuehypothalamus
Size56 MB
Obs4,992
silver H&E Open in Vitessce

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