生物
孟德尔随机化
微生物群
疾病
免疫系统
转录组
肌萎缩侧索硬化
免疫学
遗传学
生物标志物
表型
生物信息学
多发性硬化
免疫
发病机制
神经科学
基因表达谱
候选基因
T细胞
基因
表达数量性状基因座
人类白细胞抗原
自身免疫
计算生物学
获得性免疫系统
基因组学
主要组织相容性复合体
基因座(遗传学)
载脂蛋白B
基因表达
C9orf72
标识
DOI:10.1038/s41522-025-00874-9
摘要
Amyotrophic lateral sclerosis (ALS) remains a devastating neurodegenerative disorder with poorly understood pathogenesis. We conducted Mendelian randomization (MR) analyses integrating cardiovascular factors, gut microbiota (GM) composition, and immune cell phenotypes with transcriptomic profiling to establish causal relationships with ALS susceptibility. MR revealed causal associations between elevated low-density lipoprotein cholesterol, apolipoprotein B, systolic blood pressure, and increased ALS risk. GM analysis identified protective Alistipes species effects and detrimental Bacteroides associations. Multiple immune cell subsets demonstrated significant disease associations, particularly CD3 + T cell populations and CD62L+ monocytes. Colocalization studies identified 53 genes with shared genetic architecture, enabling differential expression analysis across datasets. Predictive modeling developed a five-gene biomarker panel achieving 96% training accuracy and 93% external validation. Quantitative PCR confirmed differential expression patterns for biomarkers in patient cohorts. This multi-omics investigation establishes ALS as a complex disorder with actionable cardiovascular and microbiome therapeutic targets, providing applications for risk stratification and prevention.
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