Network Analysis Identifies Sex-Specific Gene Expression Changes in Blood of Amyotrophic Lateral Sclerosis Patients.
Jose A SantiagoJames P QuinnJudith A PotashkinPublished in: International journal of molecular sciences (2021)
Understanding the molecular mechanisms underlying the pathogenesis of amyotrophic lateral sclerosis (ALS), a devastating neurodegenerative disease, is a major challenge. We used co-expression networks implemented by the SWitch Miner software to identify switch genes associated with drastic transcriptomic changes in the blood of ALS patients. Functional analyses revealed that switch genes were enriched in pathways related to the cell cycle, hepatitis C, and small cell lung cancer. Analysis of switch genes by sex revealed that switch genes from males were associated with metabolic pathways, including PI3K-AKT, sphingolipid, carbon metabolism, FOXO, and AMPK signaling. In contrast, female switch genes related to infectious diseases, inflammation, apoptosis, and atherosclerosis. Furthermore, eight switch genes showed sex-specific gene expression patterns. Collectively, we identified essential genes and pathways that may explain sex differences observed in ALS. Future studies investigating the potential role of these genes in driving disease disparities between males and females with ALS are warranted.
Keyphrases
- amyotrophic lateral sclerosis
- genome wide
- gene expression
- small cell lung cancer
- end stage renal disease
- cell cycle
- bioinformatics analysis
- pi k akt
- genome wide identification
- dna methylation
- chronic kidney disease
- signaling pathway
- newly diagnosed
- network analysis
- single cell
- prognostic factors
- peritoneal dialysis
- poor prognosis
- magnetic resonance imaging
- infectious diseases
- endoplasmic reticulum stress
- magnetic resonance
- healthcare
- climate change