Network Analysis Identifies Sex-Specific Gene Expression Changes in Blood of Amyotrophic Lateral Sclerosis Patients

被引:15
作者
Santiago, Jose A. [1 ]
Quinn, James P. [2 ]
Potashkin, Judith A. [3 ]
机构
[1] NeuroHub Analyt LLC, Chicago, IL 60605 USA
[2] Q Regulating Syst LLC, Gurnee, IL 60031 USA
[3] Rosalind Franklin Univ Med & Sci, Ctr Neurodegenerat Dis & Therapeut, Cellular & Mol Pharmacol Dept, Chicago Med Sch, N Chicago, IL 60064 USA
关键词
ALS; blood; co-expression networks; neurodegeneration; switch genes; sex differences; VALPROIC ACID; TRANSCRIPTION FACTOR; MOTOR-NEURONS; APOPTOSIS; MICE; PROTEIN; ENDOTHELIN-1; MITOCHONDRIA; RESISTANCE; INHIBITOR;
D O I
10.3390/ijms22137150
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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.
引用
收藏
页数:20
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