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基于表型的计算网络医学发现结合保险记录数据挖掘,鉴定西地那非是治疗阿尔茨海默病的候选药物。

Endophenotype-based in silico network medicine discovery combined with insurance record data mining identifies sildenafil as a candidate drug for Alzheimer's disease.

机构信息

Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA.

Department of Biostatistics, School of Medicine, Indiana University.

出版信息

Nat Aging. 2021 Dec;1(12):1175-1188. doi: 10.1038/s43587-021-00138-z. Epub 2021 Dec 6.

Abstract

We developed an endophenotype disease module-based methodology for Alzheimer's disease (AD) drug repurposing and identified sildenafil as a potential disease risk modifier. Based on retrospective case-control pharmacoepidemiologic analyses of insurance claims data for 7.23 million individuals, we found that sildenafil usage was significantly associated with a 69% reduced risk of AD (hazard ratio = 0.31, 95% confidence interval 0.25-0.39, P<1.0×10). Propensity score stratified analyses confirmed that sildenafil is significantly associated with a decreased risk of AD across all four drug cohorts we tested (diltiazem, glimepiride, losartan and metformin) after adjusting age, sex, race, and disease comorbidities. We also found that sildenafil increases neurite growth and decreases phospho-tau expression in AD patient-induced pluripotent stem cells-derived neuron models, supporting mechanistically its potential beneficial effect in Alzheimer's disease. The association between sildenafil use and decreased incidence of AD does not establish causality or its direction, which requires a randomized clinical trial approach.

摘要

我们开发了一种基于内表型疾病模块的阿尔茨海默病(AD)药物再利用方法,并确定西地那非是一种潜在的疾病风险修饰剂。基于对 723 万人的保险索赔数据进行的回顾性病例对照药物流行病学分析,我们发现西地那非的使用与 AD 风险降低 69%显著相关(风险比=0.31,95%置信区间 0.25-0.39,P<1.0×10)。倾向评分分层分析证实,在我们测试的四个药物队列(地尔硫卓、格列美脲、氯沙坦和二甲双胍)中,西地那非与 AD 风险降低显著相关,调整了年龄、性别、种族和疾病合并症。我们还发现,西地那非可增加 AD 患者诱导多能干细胞源性神经元模型中的神经突生长,并降低磷酸化 tau 的表达,支持其在阿尔茨海默病中潜在的有益作用的机制。西地那非的使用与 AD 发病率降低之间的关联并不能确定因果关系或其方向,这需要采用随机临床试验的方法。

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