TY - JOUR
T1 - Cell subtype-specific effects of genetic variation in the Alzheimer’s disease brain
AU - Fujita, Masashi
AU - Gao, Zongmei
AU - Zeng, Lu
AU - McCabe, Cristin
AU - White, Charles C.
AU - Ng, Bernard
AU - Green, Gilad Sahar
AU - Rozenblatt-Rosen, Orit
AU - Phillips, Devan
AU - Amir-Zilberstein, Liat
AU - Lee, Hyo
AU - Pearse, Richard V.
AU - Khan, Atlas
AU - Vardarajan, Badri N.
AU - Kiryluk, Krzysztof
AU - Ye, Chun Jimmie
AU - Klein, Hans Ulrich
AU - Wang, Gao
AU - Regev, Aviv
AU - Habib, Naomi
AU - Schneider, Julie A.
AU - Wang, Yanling
AU - Young-Pearse, Tracy
AU - Mostafavi, Sara
AU - Bennett, David A.
AU - Menon, Vilas
AU - De Jager, Philip L.
N1 - Publisher Copyright:
© The Author(s), under exclusive licence to Springer Nature America, Inc. 2024.
PY - 2024/4
Y1 - 2024/4
N2 - The relationship between genetic variation and gene expression in brain cell types and subtypes remains understudied. Here, we generated single-nucleus RNA sequencing data from the neocortex of 424 individuals of advanced age; we assessed the effect of genetic variants on RNA expression in cis (cis-expression quantitative trait loci) for seven cell types and 64 cell subtypes using 1.5 million transcriptomes. This effort identified 10,004 eGenes at the cell type level and 8,099 eGenes at the cell subtype level. Many eGenes are only detected within cell subtypes. A new variant influences APOE expression only in microglia and is associated with greater cerebral amyloid angiopathy but not Alzheimer’s disease pathology, after adjusting for APOEε4, providing mechanistic insights into both pathologies. Furthermore, only a TMEM106B variant affects the proportion of cell subtypes. Integration of these results with genome-wide association studies highlighted the targeted cell type and probable causal gene within Alzheimer’s disease, schizophrenia, educational attainment and Parkinson’s disease loci.
AB - The relationship between genetic variation and gene expression in brain cell types and subtypes remains understudied. Here, we generated single-nucleus RNA sequencing data from the neocortex of 424 individuals of advanced age; we assessed the effect of genetic variants on RNA expression in cis (cis-expression quantitative trait loci) for seven cell types and 64 cell subtypes using 1.5 million transcriptomes. This effort identified 10,004 eGenes at the cell type level and 8,099 eGenes at the cell subtype level. Many eGenes are only detected within cell subtypes. A new variant influences APOE expression only in microglia and is associated with greater cerebral amyloid angiopathy but not Alzheimer’s disease pathology, after adjusting for APOEε4, providing mechanistic insights into both pathologies. Furthermore, only a TMEM106B variant affects the proportion of cell subtypes. Integration of these results with genome-wide association studies highlighted the targeted cell type and probable causal gene within Alzheimer’s disease, schizophrenia, educational attainment and Parkinson’s disease loci.
UR - http://www.scopus.com/inward/record.url?scp=85188232979&partnerID=8YFLogxK
U2 - 10.1038/s41588-024-01685-y
DO - 10.1038/s41588-024-01685-y
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C2 - 38514782
AN - SCOPUS:85188232979
SN - 1061-4036
VL - 56
SP - 605
EP - 614
JO - Nature Genetics
JF - Nature Genetics
IS - 4
ER -