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他汀类药物与横纹肌溶解症之间的关联:对美国食品药品监督管理局不良事件报告系统(FAERS)数据和转录组学图谱的分析

The Association Between Statin Drugs and Rhabdomyolysis: An Analysis of FDA Adverse Event Reporting System (FAERS) Data and Transcriptomic Profiles.

作者信息

Morris Robert, Bu Kun, Han Weiru, Wood Savanah, Hernandez Velez Paola M, Ward Jacob, Crescitelli Ariana, Martin Madison, Cheng Feng

机构信息

Department of Pharmaceutical Science, Taneja College of Pharmacy, University of South Florida, Tampa, FL 33613, USA.

Department of Mathematics & Statistics, College of Art and Science, University of South Florida, Tampa, FL 33620, USA.

出版信息

Genes (Basel). 2025 Feb 21;16(3):248. doi: 10.3390/genes16030248.

Abstract

BACKGROUND/OBJECTIVES: Rhabdomyolysis, a dangerous breakdown of skeletal muscle, has been reported as an adverse event in those prescribed a statin therapy for the treatment of hypercholesterolemia. Statin drugs are some of the most prescribed treatments for elevated cholesterol levels. The purpose of this comparative study was to determine the association between the statin drugs used and the risk of rhabdomyolysis using the FDA Adverse Event Reporting System (FAERS) and transcriptomic data.

METHODS

A disproportionality analysis was performed to compare the risk of rhabdomyolysis between the reference statin drug (simvastatin) and the treatment group, with patient age assessed as a possible confounder. In addition, association rule mining was utilized to both identify other adverse events that frequently presented with rhabdomyolysis and identify possible drug-drug interactions (DDIs). Finally, public transcriptomic data were explored to identify the possible genetic underpinnings highlighting these differences in rhabdomyolysis risk across statins.

RESULTS

Rhabdomyolysis is a commonly reported adverse event for patients treated with statins, particularly those prescribed simvastatin. Simvastatin was associated with a more than 2-fold increased likelihood of rhabdomyolysis compared to other statins. Men were twice as likely to report rhabdomyolysis than women regardless of statin treatment, with the highest risk observed for pravastatin (ROR = 2.30, < 0.001) and atorvastatin (ROR = 2.03, < 0.0001). Several possible DDIs were identified, including furosemide/Lasix, allopurinol clopidogrel/Plavix, and pantoprazole, which may elevate rhabdomyolysis risk through impaired muscle function and delayed statin metabolism. Finally, nine myopathic genes were identified as possible regulators of statin-induced rhabdomyolysis, including , , , , , , , , and in primary human muscle cells.

CONCLUSIONS

Simvastatin was associated with the highest risk of rhabdomyolysis. The risk of rhabdomyolysis was more pronounced in men than women. Several possible DDIs were identified including furosemide/Lasix, allopurinol clopidogrel/Plavix, and pantoprazole.

摘要

背景/目的:横纹肌溶解是骨骼肌的一种危险分解状态,已被报告为接受他汀类药物治疗高胆固醇血症患者的不良事件。他汀类药物是治疗胆固醇水平升高最常用的药物之一。本比较研究的目的是使用美国食品药品监督管理局不良事件报告系统(FAERS)和转录组数据,确定所使用的他汀类药物与横纹肌溶解风险之间的关联。

方法

进行不成比例分析,以比较参考他汀类药物(辛伐他汀)与治疗组之间横纹肌溶解的风险,并将患者年龄评估为可能的混杂因素。此外,利用关联规则挖掘来识别其他经常与横纹肌溶解同时出现的不良事件,并识别可能的药物相互作用(DDIs)。最后,探索公开的转录组数据,以识别可能的遗传基础,突出不同他汀类药物在横纹肌溶解风险上的这些差异。

结果

横纹肌溶解是接受他汀类药物治疗患者中常见报告的不良事件,尤其是那些开具辛伐他汀处方的患者。与其他他汀类药物相比,辛伐他汀与横纹肌溶解可能性增加两倍以上相关。无论他汀类药物治疗如何,男性报告横纹肌溶解的可能性是女性的两倍,普伐他汀(风险比=2.30,P<0.001)和阿托伐他汀(风险比=2.03,P<0.0001)的风险最高。识别出几种可能的药物相互作用,包括呋塞米/速尿、别嘌醇、氯吡格雷/波立维以及泮托拉唑,它们可能通过损害肌肉功能和延迟他汀类药物代谢来提高横纹肌溶解风险。最后,九个肌病相关基因被确定为他汀类药物诱导横纹肌溶解的可能调节因子,包括原代人肌肉细胞中的[基因名称1]、[基因名称2]、[基因名称3]、[基因名称4]、[基因名称5]、[基因名称6]、[基因名称7]、[基因名称8]和[基因名称9]。

结论

辛伐他汀与横纹肌溶解的最高风险相关。横纹肌溶解的风险在男性中比女性更明显。识别出几种可能的药物相互作用,包括呋塞米/速尿、别嘌醇、氯吡格雷/波立维以及泮托拉唑。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/387d/11942242/c72c1ab6ad75/genes-16-00248-g001.jpg

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