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Nature· 2026Q1

Single-cell atlas of transcriptomic vulnerability across brain disorders

Donghoon Lee, Mikaela Koutrouli, Nicolas Y. Masse, Gabriel E. Hoffman et al.

Short summary

A population-scale single-cell transcriptomic atlas of the human prefrontal cortex (over 6.3 million nuclei from 1,494 donors) reveals universal gene expression signatures in basic cellular functions across eight brain disorders, while also highlighting distinct patterns for Alzheimer's disease (AD) and neuropsychiatric symptoms.

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Key points

  • Generated a single-cell transcriptomic atlas of the human prefrontal cortex from 1,494 donors, comprising over 6.3 million nuclei, covering neurotypical controls and eight brain disorders.
  • Identified universal gene expression signatures enriched in basic cellular functions (e.g., mRNA processing) common to all studied brain disorders.
  • Revealed stronger genetic and transcriptomic concordance among Alzheimer's disease (AD), diffuse Lewy body disease, vascular dementia, and Parkinson's disease after discounting universal signatures.
  • Characterized AD-specific changes, including reduced neuronal abundance and increased immune/vascular cells in severe AD, and linked deep-layer excitatory neurons to neuropsychiatric symptoms.

AI-generated from the title and abstract; the full text is not read.

Abstract

Abstract Neurodegenerative and neuropsychiatric diseases impose a considerable societal and public health burden. However, our understanding of the molecular mechanisms underlying these highly complex conditions remains limited 1,2 . Here, to gain deeper insights into the aetiology of different brain diseases, we used specimens from 1,494 unique donors to generate a population-scale single-cell transcriptomic atlas of the human dorsolateral prefrontal cortex, comprising over 6.3 million individual nuclei. The cohort includes neurotypical controls, as well as donors affected by eight common and complex brain disorders: Alzheimer’s disease (AD), diffuse Lewy body disease (DLBD), vascular dementia (Vas), Parkinson’s disease (PD), tauopathy, frontotemporal dementia, schizophrenia, and bipolar disorder. We show that interindividual variation accounts for a substantial portion of gene expression variation. By comparing transcriptomic variation across diseases, we reveal universal signatures enriched in basic cellular functions such as mRNA processing and protein localization. After discounting these cross-disease signatures, we show stronger genetic and transcriptomic concordance among AD, DLBD, Vas and PD. Furthermore, we characterize transcriptomic variation among different AD phenotypes, distinct from those observed in healthy ageing, revealing a reduction in neuronal abundance in individuals with more severe AD, coupled with an increase in immune and vascular cell populations. Exploring the neuropsychiatric symptoms (NPSs) that frequently accompany AD, we find an increased abundance of deep-layer excitatory neurons associated with a broad range of NPSs. By constructing transcriptome trajectories that capture AD progression, we implicate cell-type-specific responses in the early and late stages of AD. Our disease atlas provides a perspective of the transcriptomic landscape in neurodegenerative and neuropsychiatric disorders, shedding light on shared and distinct processes involving the neurological–immune–vascular systems, and identifying potential targets for therapeutic intervention.

The authors' abstract, as published at the source. Nature, 2026 · DOI ↗

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Field: Molecular Biology

Molecular BiologyBiochemistry, Genetics and Molecular Biology