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Identification of Genetic Networks Reveals Complex Associations and Risk Trajectory Linking Mild Cognitive Impairment to Alzheimer’s Disease

Authors :
Claudia Strafella
Valerio Caputo
Andrea Termine
Carlo Fabrizio
Giulia Calvino
Domenica Megalizzi
Paola Ruffo
Elisa Toppi
Nerisa Banaj
Andrea Bassi
Paola Bossù
Carlo Caltagirone
Gianfranco Spalletta
Emiliano Giardina
Raffaella Cascella
Source :
Frontiers in Aging Neuroscience, Vol 14 (2022)
Publication Year :
2022
Publisher :
Frontiers Media S.A., 2022.

Abstract

Amnestic mild cognitive impairment (aMCI) and sporadic Alzheimer’s disease (AD) are multifactorial conditions resulting from a complex crosstalk among multiple molecular and biological processes. The present study investigates the association of variants localized in genes and miRNAs with aMCI and AD, which may represent susceptibility, prognostic biomarkers or multi-target treatment options for such conditions. We included 371 patients (217 aMCI and 154 AD) and 503 healthy controls, which were genotyped for a panel of 120 single nucleotide polymorphisms (SNPs) and, subsequently, analyzed by statistical, bioinformatics and machine-learning approaches. As a result, 21 SNPs were associated with aMCI and 13 SNPs with sporadic AD. Interestingly, a set of variants shared between aMCI and AD displayed slightly higher Odd Ratios in AD with respect to aMCI, highlighting a specific risk trajectory linking aMCI to AD. Some of the associated genes and miRNAs were shown to interact within the signaling pathways of APP (Amyloid Precursor Protein), ACE2 (Angiotensin Converting Enzyme 2), miR-155 and PPARG (Peroxisome Proliferator Activated Receptor Gamma), which are known to contribute to neuroinflammation and neurodegeneration. Overall, results of this study increase insights concerning the genetic factors contributing to the neuroinflammatory and neurodegenerative mechanisms underlying aMCI and sporadic AD. They have to be exploited to develop personalized approaches based on the individual genetic make-up and multi-target treatments.

Details

Language :
English
ISSN :
16634365
Volume :
14
Database :
Directory of Open Access Journals
Journal :
Frontiers in Aging Neuroscience
Publication Type :
Academic Journal
Accession number :
edsdoj.4a1a3dc4f284981ab5f2ec9e2bde4e9
Document Type :
article
Full Text :
https://doi.org/10.3389/fnagi.2022.821789