Spatial transcriptomic patterns underlying amyloid-β and tau pathology are associated with cognitive dysfunction in Alzheimer’s disease

dc.contributor.authorYu, Meichen
dc.contributor.authorRisacher, Shannon L.
dc.contributor.authorNho, Kwangsik T.
dc.contributor.authorWen, Qiuting
dc.contributor.authorOblak, Adrian L.
dc.contributor.authorUnverzagt, Frederick W.
dc.contributor.authorApostolova, Liana G.
dc.contributor.authorFarlow, Martin R.
dc.contributor.authorBrosch, Jared R.
dc.contributor.authorClark, David G.
dc.contributor.authorWang, Sophia
dc.contributor.authorDeardorff, Rachael
dc.contributor.authorWu, Yu-Chien
dc.contributor.authorGao, Sujuan
dc.contributor.authorSporns, Olaf
dc.contributor.authorSaykin, Andrew J.
dc.contributor.authorAlzheimer’s Disease Neuroimaging Initiative (ADNI)
dc.contributor.departmentRadiology and Imaging Sciences, School of Medicine
dc.date.accessioned2024-06-21T09:07:50Z
dc.date.available2024-06-21T09:07:50Z
dc.date.issued2024
dc.description.abstractAmyloid-β (Aβ) and tau proteins accumulate within distinct neuronal systems in Alzheimer's disease (AD). Although it is not clear why certain brain regions are more vulnerable to Aβ and tau pathologies than others, gene expression may play a role. We study the association between brain-wide gene expression profiles and regional vulnerability to Aβ (gene-to-Aβ associations) and tau (gene-to-tau associations) pathologies by leveraging two large independent AD cohorts. We identify AD susceptibility genes and gene modules in a gene co-expression network with expression profiles specifically related to regional vulnerability to Aβ and tau pathologies in AD. In addition, we identify distinct biochemical pathways associated with the gene-to-Aβ and the gene-to-tau associations. These findings may explain the discordance between regional Aβ and tau pathologies. Finally, we propose an analytic framework, linking the identified gene-to-pathology associations to cognitive dysfunction in AD at the individual level, suggesting potential clinical implication of the gene-to-pathology associations.
dc.eprint.versionAuthor's manuscript
dc.identifier.citationYu M, Risacher SL, Nho KT, et al. Spatial transcriptomic patterns underlying amyloid-β and tau pathology are associated with cognitive dysfunction in Alzheimer's disease. Cell Rep. 2024;43(2):113691. doi:10.1016/j.celrep.2024.113691
dc.identifier.urihttps://hdl.handle.net/1805/41698
dc.language.isoen_US
dc.publisherElsevier
dc.relation.isversionof10.1016/j.celrep.2024.113691
dc.relation.journalCell Reports
dc.rightsPublisher Policy
dc.sourcePMC
dc.subjectAlzheimer’s disease
dc.subjectNeuroscience
dc.subjectAmyloid-β
dc.subjectBiochemical pathways
dc.subjectCognitive dysfunction
dc.subjectGene expression
dc.subjectGene modules
dc.subjectPathology
dc.subjectRegional vulnerability
dc.subjectSpatial associations
dc.subjectTau
dc.titleSpatial transcriptomic patterns underlying amyloid-β and tau pathology are associated with cognitive dysfunction in Alzheimer’s disease
dc.typeArticle
Files
Original bundle
Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
Yu2024Spatial-AAM.pdf
Size:
2.37 MB
Format:
Adobe Portable Document Format
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
2.04 KB
Format:
Item-specific license agreed upon to submission
Description: