51. Overrepresentation of Glutamate Signaling in Alzheimer's Disease: Network-Based Pathway Enrichment Using Meta-Analysis of Genome-Wide Association Studies
- Author
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Camilo F. Villamán, Eduardo Pérez-Palma, Miguel E. Avila, Ariel E. Reyes, Giorgia D. Ugarte, Giancarlo V. De Ferrari, Carlos Opazo, Marcelo A. Alarcón, Bernabé I. Bustos, and Potash, James Bennett
- Subjects
Apolipoprotein E ,Aging ,Gene regulatory network ,lcsh:Medicine ,Genome-wide association study ,Neurodegenerative ,Alzheimer's Disease ,Biochemistry ,Learning and Memory ,Glutamates ,Molecular Cell Biology ,Neurobiology of Disease and Regeneration ,Medicine and Health Sciences ,2.1 Biological and endogenous factors ,Gene Regulatory Networks ,Aetiology ,lcsh:Science ,Genetics ,Multidisciplinary ,Brain ,Neurochemistry ,Neurodegenerative Diseases ,Neurotransmitters ,Genomics ,3. Good health ,Neurology ,Research Design ,Physical Sciences ,Neurological ,Glutamate ,Neurochemicals ,Alzheimer's disease ,Statistics (Mathematics) ,Research Article ,Biotechnology ,Alzheimer's Disease Neuroimaging Initiative ,Signal Transduction ,Clinical Research Design ,General Science & Technology ,Neuropsychiatric Disorders ,Locus (genetics) ,Neuroimaging ,Biology ,Research and Analysis Methods ,Alzheimer Disease ,Mental Health and Psychiatry ,Genetic variation ,Genome-Wide Association Studies ,Acquired Cognitive Impairment ,medicine ,Humans ,Statistical Methods ,Genetic association ,Prevention ,lcsh:R ,Human Genome ,Neurosciences ,Biology and Life Sciences ,Computational Biology ,Alzheimer's Disease including Alzheimer's Disease Related Dementias (AD/ADRD) ,Reproducibility of Results ,Human Genetics ,Cell Biology ,Genome Analysis ,medicine.disease ,Brain Disorders ,Gene Ontology ,Gene Expression Regulation ,Genetics of Disease ,Synapses ,NIA-LOAD/NCRAD Family Study Group ,lcsh:Q ,Dementia ,Mathematics ,Neuroscience ,Meta-Analysis ,Genome-Wide Association Study - Abstract
Genome-wide association studies (GWAS) have successfully identified several risk loci for Alzheimer's disease (AD). Nonetheless, these loci do not explain the entire susceptibility of the disease, suggesting that other genetic contributions remain to be identified. Here, we performed a meta-analysis combining data of 4,569 individuals (2,540 cases and 2,029 healthy controls) derived from three publicly available GWAS in AD and replicated a broad genomic region (>248,000 bp) associated with the disease near the APOE/TOMM40 locus in chromosome 19. To detect minor effect size contributions that could help to explain the remaining genetic risk, we conducted network-based pathway analyses either by extracting gene-wise p-values (GW), defined as the single strongest association signal within a gene, or calculated a more stringent gene-based association p-value using the extended Simes (GATES) procedure. Comparison of these strategies revealed that ontological sub-networks (SNs) involved in glutamate signaling were significantly overrepresented in AD (p
- Published
- 2014
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