henhaobio
Sign in

International Journal of Molecular SciencesGenetic & Genomic MedicinePeer-reviewed journal article

Genetic Networks of Alzheimer's Disease, Aging and Longevity in Humans

Timothy BalmoreziD, Amy Sakazaki, Shin MurakamiiD

PDFDOIPreprint

Abstract

Human genomic analysis and genome-wide association studies (GWAS) have identified genes that are risk factors for early and late-onset Alzheimers disease (AD genes). Although the genetics of aging and longevity has been extensively studied, previous studies have focused on a specific set of genes that have been shown to contribute to or to be a risk factor for AD. Thus, the connections among the genes involved in AD, aging, and longevity are not well understood. Here, we identified the genetic interaction networks (referred to as pathways) of aging and longevity within the context of AD, using a gene set enrichment analysis by Reactome that cross-references more than 100 bioinformatic databases to allow interpretation of the biological functions of gene sets through a wide variety of gene networks. We validated the pathways with a threshold of p-value < 1.00E-05, using the databases to extract lists of 356 AD genes, 307 aging-related (AR) genes, and 357 longevity genes. There was a broad range of biological pathways involved in AR and Longevity genes shared with AD genes. AR genes identified 261 pathways within the threshold of p < 1.00E-05, of which 26 pathways (10% of AR gene pathways) were further identified by overlapping genes among AD and AR genes. The overlapped pathways included Gene Expression (p = 4.05E-11) including ApoE, SOD2, TP53 and TGFB1 (p = 2.84E-10); Protein Metabolism and SUMOylation including E3 ligases and target proteins (p = 1.08E-07), ERBB4 signal transduction (p = 2.69E-06), Immune System including IL-3 and IL-13 (p = 3.83E-06), Programmed Cell Death (p = 4.36E-06) and platelet degranulation (p = 8.16E-06) among others. Longevity genes identified 49 pathways within the threshold, of which 12 pathways (24% of Longevity gene pathways) were further identified by overlapping genes among AD and Longevity genes. They include the immune system including IL-3 and IL-13 (p = 7.64E-08), plasma lipoprotein assembly, remodeling and clearance (p < 4.02E-06), metabolism of fat-soluble vitamins (p = 1.96E-05). Thus, this study provides shared genetic hallmarks of aging, longevity, and AD backed up by statistical significance. We discuss significant genes involved in these pathways, including TP53, FOXO, Sumoylation, IL4, IL6, APOE, and CEPT, and suggest that mapping the gene network pathways provide a useful basis for further medical research, education, and community outreach.

Citations
17
FWCI
3.00
Field percentile
top 8%

Reproducibility ledger

Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.

Sign in to file a reproducibility report.

Similarity Map
SelectedSame fieldCross-field
THISTesi '21Chowdhury '20Tesi '20Bae '25Saha '21Wang '25
75% semantic matchGenetic & Genomic Medicine
Niccoló Tesi, Marc Hulsman, Sven J. van der Lee+8 more·Frontiers in Genetics·Dec 21, 2021· 13 citations