Long-read transcriptomic identification of synaptic adaptation to amyloid pathology in theAppNL-G-Fknock-in mouse model of the earliest phase of Alzheimer’s disease

Author:

Yaman UmranORCID,Banks GarethORCID,Gustavsson Emil K.ORCID,Mumford PaigeORCID,Magusali NaciyeORCID,Taso Orjona StellaORCID,Macpherson HannahORCID,Carmona Susana,Murray Malgorzata,Bains Rasneer SoniaORCID,Forrest HamishORCID,Stewart MichelleORCID,Scott Connor,Lipina Tatiana V.ORCID,Cheng Zhao,Tierney Anna L.ORCID,Unwin Richard D.ORCID,Botia Juan A.ORCID,Frigerio Carlo SalaORCID,Wells Sara E.ORCID,Hardy JohnORCID,Soreq LilachORCID,Wiseman Frances K.ORCID,Salih Dervis A.ORCID

Abstract

AbstractGenome-wide association studies (GWAS) have identified a transcriptional network of Alzheimer’s disease (AD) risk genes that are primarily expressed in microglia and are associated with AD pathology. However, traditional short-read sequencers have limited our ability to fully characterize how GWAS variants exert their effects on gene expression regulation or alternative splicing in response to the pathology, particularly resulting in inaccurate detection of splicing. To address this gap, we utilized long-read RNA-sequencing (RNA-seq) in theAppNL-G-Fknock-in mouse model to identify changes in splicing and novel transcript isoforms in response to amyloid-β. We show that long-read RNA-seq can recapitulate the expected induction of microglial expressed risk genes such asTrem2in response to amyloid-β at 9 months of age associated with ageing-dependent deficiencies in spatial short-term memory in theAppNL-G-Fknock-in mice. Our results not only identified novel splicing events and transcript isoform abundance in genes associated with AD, but also revealed the complex regulation of gene expression through splicing in response to amyloid plaques. Surprisingly, the regulation of alternative splicing in response to amyloid was seen in genes previously not identified as AD risk genes, expressed in microglia, neurons and oligodendrocytes, and included genes such asSyngr1that modulate synaptic physiology. We saw alternative splicing in genes such asCtsa,Clta,Dennd2a,Irf9andSmad4in mice in response to amyloid, and the orthologues of these genes also showed transcript usage changes in human AD brains. Our data suggests a model whereby induction of AD risk gene expression associated with microglial proliferation and activation is concomitant with alternative splicing in a different class of genes expressed by microglia and neurons, which act to adapt or preserve synaptic activity in response to amyloid-β during early stages of the disease. Our study provides new insights into the mechanisms and effects of the regulation of genes associated with amyloid pathology, which may ultimately enable better disease diagnosis, and improved tracking of disease progression. Additionally, our findings identify new therapeutic avenues for treatment of AD.

Publisher

Cold Spring Harbor Laboratory

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