与肌肉疏松症相关的药物风险:一项真实世界和基因组研究。

IF 2.8 3区 医学 Q2 PHARMACOLOGY & PHARMACY BMC Pharmacology & Toxicology Pub Date : 2024-11-07 DOI:10.1186/s40360-024-00813-y
Zhaoliang Zhang, Liehui Yao
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引用次数: 0

摘要

简介药物引起的肌肉疏松症尚未得到足够重视。目的:本研究的主要目的是通过分析美国食品药品管理局(FDA)不良事件报告系统(FAERS)中的不良事件报告,研究药物使用与肌肉疏松症之间的潜在关联,并使用基于汇总数据的孟德尔随机法(SMR)评估导致药物诱发肌肉疏松症的遗传因素:方法:我们从 FAERS 中获取了药物不良反应报告。主要结果包括肌少症和潜在肌少症。我们计算了比例报告率 (PRR),以评估与各种药物相关的特定不良事件的风险,并应用卡方检验进行统计显著性检验。此外,我们还使用基于全基因组关联研究(GWAS)的 SMR 来评估一些重要药物的靶基因与肌肉疏松症结果之间的潜在关联。肌肉疏松症的结果数据包括手握力和关节瘦体重(ALM)等指标:结果:共有 55 种药物被确定为可能诱发肌肉疏松症,3 种药物被确定为诱发肌肉疏松症。导致潜在肌少症风险的前 5 种药物是左氧氟沙星(PRR = 9.96,χ2 = 1057)、普瑞巴林(PRR = 7.20,χ2 = 1023)、阿托伐他汀(PRR = 4.68,χ2 = 903)、度洛西汀(PRR = 4.76,χ2 = 527)和文拉法辛(PRR = 5.56,χ2 = 504),而已被证实可诱导肌少症的 3 种药物包括二甲双胍(PRR = 7.41,χ2 = 58)、阿司匹林(PRR = 5.93,χ2 = 35)和对乙酰氨基酚(PRR = 4.73,χ2 = 25)。根据 DrugBank 数据库,我们发现电子转移黄蛋白脱氢酶(ETFDH)和蛋白激酶 AMP 激活非催化亚基 Beta 1(PRKAB1)是二甲双胍的主要药物靶基因,而前列腺素内过氧化物合成酶 1(PTGS1)和前列腺素内过氧化物合成酶 2(PTGS2)被认为是阿司匹林和对乙酰氨基酚的主要作用靶基因。SMR显示,ETFDH的表达丰度与右手握力呈负相关(血液:OR=1.01,P值=1.27e-02;肌肉:OR=1.01,P值=1.42e-02),与阑尾瘦肉率呈负相关(血液:OR=1.03,P值=7.73e-08;肌肉:OR=1.03,P值=1.67e-07):根据分析结果,我们发现二甲双胍、阿司匹林和对乙酰氨基酚因其可能诱发肌少症而受到特别关注。我们根据真实世界的数据对药物相关的肌肉疏松症事件进行了信号挖掘,为安全使用药物预防肌肉疏松症提供了一定的指导。
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Drug risks associated with sarcopenia: a real-world and GWAS study.

Introduction: Drug-induced sarcopenia has not received adequate attention. Meanwhile, there is growing recognition of the importance of effective pharmacovigilance in evaluating the benefits and risks of medications.

Aims: The primary aim of this study is to investigate the potential association between drug use and sarcopenia through an analysis of adverse event reports from the Food and Drug Administration (FDA) Adverse Event Reporting System (FAERS) and to evaluate the genetic factors contributing to drug-induced sarcopenia using summary-data-based Mendelian randomization (SMR).

Methods: We obtained reports of adverse drug reactions from FAERS. Primary outcomes included sarcopenia and potential sarcopenia. We calculated the Proportional reporting ratio (PRR) to assess the risk of specific adverse events associated with various drugs, applying chi-square tests for statistical significance. Additionally, we used SMR based on Genome-wide association study (GWAS) to evaluate the potential associations between drug target genes of some significant medications and sarcopenia outcomes. The outcome data for sarcopenia included metrics as hand grip strength and appendicular lean mass (ALM).

Results: A total of 55 drugs were identified as inducing potential sarcopenia, and 3 drugs were identified as inducing sarcopenia. The top 5 drugs causing a potential risk of sarcopenia were levofloxacin (PRR = 9.96, χ2 = 1057), pregabalin (PRR = 7.20, χ2 = 1023), atorvastatin (PRR = 4.68, χ2 = 903), duloxetine (PRR = 4.76, χ2 = 527) and venlafaxine (PRR = 5.56, χ2 = 504), and the 3 drugs that had been proved to induced sarcopenia included metformin (PRR = 7.41, χ2 = 58), aspirin (PRR = 5.93, χ2 = 35), and acetaminophen (PRR = 4.73, χ2 = 25). We identified electron-transfer flavoprotein dehydrogenase (ETFDH) and protein Kinase AMP-Activated Non-Catalytic Subunit Beta 1 (PRKAB1) as the primary drug target genes for metformin, while Prostaglandin-endoperoxide Synthase 1 (PTGS1) and Prostaglandin-endoperoxide Synthase 2 (PTGS2) were considered the primary action target genes for aspirin and acetaminophen according to DrugBank database. SMR showed that the expression abundance of ETFDH was negatively correlated with right hand grip strength (blood: OR = 1.01, p-value = 1.27e-02; muscle: OR = 1.01, p-value = 1.42e-02) and negatively correlated with appendicular lean mass (blood: OR = 1.03, p-value = 7.73e-08; muscle: OR = 1.03, p-value = 1.67e-07).

Conclusions: We find that metformin, aspirin, and acetaminophen are specifically noted for their potential to induce sarcopenia based on the analyses conducted. We perform signal mining for drug-associated sarcopenia events based on real-world data and provides certain guidance for the safe use of medications to prevent sarcopenia.

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来源期刊
BMC Pharmacology & Toxicology
BMC Pharmacology & Toxicology PHARMACOLOGY & PHARMACYTOXICOLOGY&nb-TOXICOLOGY
CiteScore
4.80
自引率
0.00%
发文量
87
审稿时长
12 weeks
期刊介绍: BMC Pharmacology and Toxicology is an open access, peer-reviewed journal that considers articles on all aspects of chemically defined therapeutic and toxic agents. The journal welcomes submissions from all fields of experimental and clinical pharmacology including clinical trials and toxicology.
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