Sex differences in gene expression patterns associated with the APOE4 allele.
Michelle HsuMehek DedhiaWim E CrusioAnna DelpratoPublished in: F1000Research (2019)
Background: The APOE gene encodes apolipoprotein ε (ApoE), a protein that associates with lipids to form lipoproteins that package and traffic cholesterol and lipids through the bloodstream. There are at least three different alleles of the APOE gene: APOE2, APOE3, and APOE4. The APOE4 allele increases an individual's risk for developing late-onset Alzheimer disease (AD) in a dose-dependent manner. Sex differences have been reported for AD susceptibility, age of onset, and symptom progression, with females being more affected than males. Methods: In this study, we use a systems biology approach to examine gene expression patterns in the brains of aged female and male individuals who are positive for the APOE4 allele in order to identify possible sex-related differences that may be relevant to AD. Results: Based on correlation analysis, we identified a large number of genes with an expression pattern similar to that of APOE in APOE4-positive individuals. The number of these genes was much higher in APOE4-positive females than in APOE4-positive males, who in turn had more of such genes than APOE4-negative control groups. Conclusions: Profiling of these genes using Gene Ontology (GO) term classification, pathway enrichment, and differential expression analysis supports the idea of a transcriptional role of APOE with respect to sex differences and AD.
Keyphrases
- cognitive decline
- high fat diet
- gene expression
- mild cognitive impairment
- genome wide
- late onset
- genome wide identification
- dna methylation
- machine learning
- oxidative stress
- air pollution
- deep learning
- transcription factor
- copy number
- genome wide analysis
- fatty acid
- bioinformatics analysis
- sensitive detection
- patient reported
- fluorescent probe