Nature CommunicationsGenetic & Genomic MedicinePeer-reviewed journal article
Cell-type-specific Alzheimer's disease polygenic risk scores are associated with distinct disease processes in Alzheimer's disease
Hyun‐Sik YangiD, Ling Teng, Daniel Kang, Vilas MenoniD, Tian GeiD, Hilary K. FinucaneiD, Aaron P. SchultziD, Michael J ProperziiD, Hans‐Ulrich KleiniD, Lori Beth ChibnikiD, Julie A. SchneideriD, David Alan BennettiD, Timothy J. HohmaniD, Richard P MayeuxiD, Keith A. JohnsoniD, Philip L. De JageriD, Reisa Anne SperlingiD
Abstract
Alzheimers disease (AD) heritability is enriched in glial genes, but how and when cell-type-specific genetic risk contributes to AD remains unclear. Here, we derive cell-type-specific AD polygenic risk scores (ADPRS) from two extensively characterized datasets. In an autopsy dataset spanning all stages of AD (n=1,457), astrocytic (Ast) ADPRS was associated with both diffuse and neuritic A{beta} plaques, while microglial (Mic) ADPRS was associated with neuritic A{beta} plaques, microglial activation, tau, and cognitive decline. Causal modeling analyses further clarified these relationships. In an independent neuroimaging dataset of cognitively unimpaired elderly (n=2,921), Ast-ADPRS were associated with A{beta}, and Mic-ADPRS was associated with A{beta} and tau, showing a consistent pattern with the autopsy dataset. Oligodendrocytic and excitatory neuronal ADPRSs were associated with tau, but only in the autopsy dataset including symptomatic AD cases. Together, our study provides human genetic evidence implicating multiple glial cell types in AD pathophysiology, starting from the preclinical stage.
- organism: human
- assay: bulk RNA-seq
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 48
- FWCI
- 8.52
- Field percentile
- top 1%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Mapping polygenic risk scores to brain cells: insights for neurodegenerative diseases
Emily Simmonds, Anna McKeever, … Valentina Escott‐Price·medRxiv·Oct 11, 2026
- A multi-ancestry polygenic risk score for Alzheimer disease is associated with cognitive decline, hippocampal atrophy and neuropathological hallmarks in diverse populations
Nuzulul Kurniansyah, Shinya Tasaki, … Lindsay A. Farrer·medRxiv·Sep 24, 2025
- Analysis of Alzheimer's disease Polygenic Risk Scores using RNA-sequencing provides further novel biological pathways
Karen L. Crawford, Ganna Leonenko, … Dobril K. Ivanov·medRxiv·Jun 29, 2022
- Integrated multimodal cell atlas of Alzheimer's disease
Mariano I. Gabitto, Kyle J. Travaglini, … Kimberly A. Smith·Nature NeurosciencePeer-reviewed·Oct 14, 2024
- Rare extreme polygenic risk scores strongly indicate Alzheimer's disease risk
Elizabeth L. Ward, Peter T. Nelson, … Justin B. Miller·medRxiv·Sep 9, 2026
- Polygenic Risk Associated with Alzheimer's Disease and Other Traits Influences Genes Involved in T Cell Signaling and Activation
Dallin Dressman, Shinya Tasaki, … Badri Narayan Vardarajan·Frontiers in ImmunologyPeer-reviewed·Mar 25, 2024