Applying Genome-Wide Association Study to Analyze Novel Variants That Potentially Relate to Alzheimer’s Disease Pubblico
Zhang, Lidan (Spring 2020)
Abstract
Alzheimer’s disease is a progressive and irreversible brain disease that is a common cause of dementia. Alzheimer’s patients will gradually lose their ability to think independently, remember, make decisions, and function independently. Alzheimer's disease is the sixth leading cause of death in the United States and there is no cure. In this study, we used datasets from ROSMAP, a project related to aging and dementia, to conduct Genome-Wide Association Study (GWAS). GWAS is an approach to relate gene data with specific diseases or traits. We used the gene expression data of 640 individuals with Alzheimer’s disease and matched with 1608 GWAS SNPs. A differential expression analysis was conducted over the expression data for the GWAS SNPs. A gene set enrichment analysis (GSEA) was followed to determine which pathways show significance and are related to the cause of Alzheimer’s disease.
Keyword: Alzheimer’s disease, genome-wide association study, gene set enrichment analysis, SNP, differential expression analysis, pathway
Table of Contents
Table of Contents
Introduction
Methods and Materials
Data
Data Processing
Differential Expression (DE) Analysis
Gene Set Enrichment Analysis (GSEA)
Pathway Visualization
Results
Discussion
Reference
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Applying Genome-Wide Association Study to Analyze Novel Variants That Potentially Relate to Alzheimer’s Disease () | 2020-04-24 10:47:13 -0400 |
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