bioRxivNeurosciencePreprint
Aged brain multi-omic integration captures immunometabolic and sex variation
Justin P. WhalleyiD, Holly C. HunsbergeriD, David BennettiD, Melissa LamariD, Daniel A. PetersoniD, Grace E. StutzmanniD
Abstract
Resolving the molecular basis for heterogeneous ageing in the human brain requires integrating its diverse molecular layers. Here we applied a tensor-decomposition framework to jointly analyse single-nucleus RNA-seq, DNA methylation, H3K9ac histone acetylation and proteomic data from 276 post-mortem human cortices. The analysis uncovered two dominant, multi-omic themes. First, we identified an immunometabolic axis characterised by microglial activation, suppression of PI3K-Akt-mTOR signalling and epigenetic signatures that suggest repurposing of developmental transcription factors such as BARHL1. Second, we decomposed the effect of sex into a multi-omic program linked to cellular plasticity: although driven by canonical sex-chromosome genes, this axis was epigenetically enriched for pathways regulating stem-cell pluripotency and exhibited a female-biased shift toward precursor-like states in the oligodendrocyte lineage. Together, these findings deliver a high-resolution atlas of glial ageing and demonstrate that broad risk factors manifest as complex, cell-specific vulnerabilities; an insight critical for the development of targeted therapeutic strategies.
- organism: human
- assay: scRNA-seq
- assay: DNA methylation
- assay: proteomics
- research focus: cell type annotation
- research focus: dimensionality reduction
- research focus: benchmarking
- approach: statistical model
- Citations
- 0
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