Nature NeuroscienceNeurosciencePeer-reviewed journal article
Multi-cellular communities are perturbed in the aging human brain and with Alzheimer's disease
Anael CainiD, Mariko F. TagaiD, Cristin AubiniD, Gilad S. Green, Idan HekselmaniD, Charles C. WhiteiD, Dylan I. LeeiD, Pallavi GauriD, Orit Rozenblatt–RoseniD, Feng ZhangiD, Esti Yeger‐LotemiD, David Alan BennettiD, Hyun‐Sik YangiD, Aviv RegeviD, Vilas MenoniD, Naomi HabibiD, Philip L. De JageriD
Abstract
The role of different cell types and their interactions in Alzheimers disease (AD) is an open question. Here we pursued it by assembling a high-resolution cellular map of the aging frontal cortex by single nucleus RNA-seq of 24 individuals with different clinicopathologic characteristics. We used the map to infer the neocortical cellular architecture of 638 individuals profiled by bulk RNA-seq, providing the sample size necessary for identifying statistically robust associations. We uncovered diverse cell populations associated with AD, including inhibitory neuronal subtypes and oligodendroglial states. We further recovered a network of multicellular communities, each composed of coordinated subpopulations of neuronal, glial and endothelial cells, and found that two of these communities are altered in AD. Finally, we used mediation analyses to prioritize cellular changes that might contribute to cognitive decline. Thus, our deconstruction of the aging neocortex provides a roadmap for evaluating the cellular microenvironments underlying AD and dementia.
- organism: human
- assay: scRNA-seq
- assay: bulk RNA-seq
- research focus: cell type annotation
- research focus: clustering
- research focus: differential expression
- approach: statistical model
- Citations
- 143
- FWCI
- 11.00
- Field percentile
- top 1%
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