Integrated Analyses to Identify the Roles of GPX1 in Frailty and Hypertension.

IF 6.9 1区 医学 Q1 PERIPHERAL VASCULAR DISEASE
Bang-Bang Huang,Qin Liu,Xing Yu,Yi-Jun Chen,Ye-Bei Liang,Ming-Zhong Yu,Yi-Fei Qiu,Fei-Yun Zhang,Jing-Xin Wang,Shi-Hui Fu,Liang-Di Xie,Li Luo,Yu-Jie Zhang
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Abstract

BACKGROUND With aging, frailty and hypertension become increasingly prevalent comorbidities in the older population. Therefore, the aim of the study is to identify effective druggable targets for these conditions. METHODS We performed a 2-sample Mendelian randomization analysis to assess the causal effects of 2532 druggable genes on frailty, hypertension, systolic blood pressure and diastolic blood pressure. RNA expression profiling data and single-cell RNA sequencing were performed for validation. Mediation Mendelian randomization analysis was conducted to identify possible mediators participating in the effects of target genes on outcomes. Molecular docking was used to identify potential drugs. RESULTS After screening, the expression of Glutathione peroxidase 1 (GPX1) in whole blood was found to positively correlate with hypertension (β, 0.308 [95% CI, 0.266-0.349]; P=3.40×10-48) and frailty index (β, 0.172 [95% CI, 0.141-0.204]; P=1.21×10-26), which was validated by RNA expression profiling data. Mediation Mendelian randomization analysis indicated that glycine and carnitine/ergothioneine mediated the effects of GPX1 on hypertension and frailty. Single-cell RNA sequencing further validated the mediating effects of glycine metabolism and carnitine transport at the cellular level. Moreover, GPX1 expression in mononuclear phagocytes was associated with upregulated inflammatory responses and immune activation. Molecular docking analysis identified biochanin A and epigallocatechin gallate as potential agents for GPX1 with high affinity. CONCLUSIONS Collectively, GPX1 is a potential therapeutic target for mitigating both frailty and hypertension.
GPX1在虚弱和高血压中作用的综合分析
背景随着年龄的增长,虚弱和高血压成为老年人群中越来越普遍的合并症。因此,这项研究的目的是为这些疾病确定有效的药物靶点。方法采用2个样本的孟德尔随机化分析,评估2532个可用药基因对机体虚弱、高血压、收缩压和舒张压的因果关系。进行RNA表达谱数据和单细胞RNA测序进行验证。通过孟德尔随机化分析来确定可能参与靶基因对预后影响的中介。分子对接用于鉴定潜在药物。结果经筛选,全血谷胱甘肽过氧化物酶1 (GPX1)表达与高血压呈正相关(β, 0.308 [95% CI, 0.266-0.349];P=3.40×10-48)和虚弱指数(β, 0.172 [95% CI, 0.141-0.204];P=1.21×10-26),通过RNA表达谱数据验证。孟德尔随机化分析表明甘氨酸和肉碱/麦角硫因介导GPX1对高血压和虚弱的影响。单细胞RNA测序进一步验证了甘氨酸代谢和肉毒碱转运在细胞水平上的介导作用。此外,GPX1在单核吞噬细胞中的表达与炎症反应上调和免疫激活有关。分子对接分析发现生物茶素A和表没食子儿茶素没食子酸酯是GPX1高亲和力的潜在药物。综上所述,GPX1是缓解虚弱和高血压的潜在治疗靶点。
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来源期刊
Hypertension
Hypertension 医学-外周血管病
CiteScore
15.90
自引率
4.80%
发文量
1006
审稿时长
1 months
期刊介绍: Hypertension presents top-tier articles on high blood pressure in each monthly release. These articles delve into basic science, clinical treatment, and prevention of hypertension and associated cardiovascular, metabolic, and renal conditions. Renowned for their lasting significance, these papers contribute to advancing our understanding and management of hypertension-related issues.
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