Novel Genetic Variants in TP37, PIK3R1, CALM1, and PLCG2 of the Neurotrophin Signaling Pathway Are Associated with the Progression from Mild Cognitive Impairment to Alzheimer's Disease.
Abstract
<h4>Background</h4>Alzheimer's disease (AD) is a common neurodegenerative disease
and mild cognitive impairment (MCI) is considered as the prodromal stage of AD. Previous
studies showed that changes in the neurotrophin signaling pathway could lead to cognitive
decline in AD. However, the association of single nucleotide polymorphisms (SNPs)
in genes that are involved in this pathway with AD progression from MCI remains unclear.<h4>Objective</h4>We
investigated the associations between SNPs involved in the neurotrophin signaling
pathway with AD progression.<h4>Methods</h4>We performed single-locus analysis to
identify neurotrophin-signaling-related SNPs associated with the AD progression using
767 patients from the Alzheimer's Disease Neuroimaging Initiative study and 1,373
patients from the National Alzheimer's Coordinating Center study. We constructed polygenic
risk scores (PRSs) using the identified independent non-APOE SNPs and evaluated its
prediction performance on AD progression.<h4>Results</h4>We identified 25 SNPs significantly
associated with AD progression with Bayesian false-discovery probability ≤0.8. Based
on the linkage disequilibrium-clumping and expression quantitative trait loci analysis,
we found 6 potentially functional SNPs that were associated with AD progression independently.
The PRS analysis quantified the combined effects of these SNPs on longitudinal cognitive
assessments and biomarkers from cerebrospinal fluid and neuroimaging. The addition
of PRSs to the prediction model for 3-year survival in absence of AD-progression significantly
increased the predictive accuracy.<h4>Conclusion</h4>Genetic variants in the specific
genes of the neurotrophin signaling pathway are predictors of AD progression. eQTL
analysis supports that these SNPs regulate expression of key genes involved in the
neurotrophin signaling pathway.
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https://hdl.handle.net/10161/26404Published Version (Please cite this version)
10.3233/jad-220680Publication Info
Li, Huiyue; Liu, Hongliang; Lutz, Michael W; Luo, Sheng; & Alzheimer’s Disease Neuroimaging
Initiative (2022). Novel Genetic Variants in TP37, PIK3R1, CALM1, and PLCG2 of the Neurotrophin Signaling
Pathway Are Associated with the Progression from Mild Cognitive Impairment to Alzheimer's
Disease. Journal of Alzheimer's disease : JAD. pp. 1-11. 10.3233/jad-220680. Retrieved from https://hdl.handle.net/10161/26404.This is constructed from limited available data and may be imprecise. To cite this
article, please review & use the official citation provided by the journal.
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Sheng Luo
Professor of Biostatistics & Bioinformatics

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