bioRxivNeurosciencePreprint
Single-cell mosaicism analysis reveals cell-type-specific somatic mutational burden in Alzheimer's Dementia
Maria Kousi, Carles A. BoixiD, Yongjin ParkiD, Hansruedi MathysiD, Samuel SledzieskiiD, Zhuyu PengiD, David Alan BennettiD, Li‐Huei TsaiiD, M KellisiD
Abstract
Despite significant advances in identifying genetic drivers of neurodegenerative disorders, the majority of affected individuals lack molecular genetic diagnosis, with somatic mutations proposed as one potential contributor to increased risk. Here, we report the first cell-type-specific map of somatic mosaicism in Alzheimers Dementia (AlzD), using 4,014 cells from prefrontal cortex samples of 19 AlzD and 17 non-AlzD individuals. We integrate full-transcript single-nucleus RNA-seq (SMART-Seq) with matched individual-level whole-genome sequencing to jointly infer mutational events and the cell-type in which they occurred. AlzD individuals show increased mutational burden, localized in excitatory neurons, oligodendrocytes, astrocytes and disease-associated "senescent" cells. High-mutational-burden cells showed mutational enrichment and similar single-cell expression profiles in AlzD cases versus non-AlzD individuals, indicating cellular-level genotype-to-phenotype correlation. Somatic mutations are specifically enriched for known AlzD genes, and implicate biologically meaningful cell-type specific processes, including: neuronal energy regulation, endocytic trafficking (NEFM), lipid metabolism (CNP, CRYAB), proteostasis (USP34), cytoskeleton, and microtubule dynamics (MACF1).
- organism: human
- assay: scRNA-seq
- assay: whole-genome sequencing
- research focus: differential expression
- approach: statistical model
- Citations
- 7
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