与IL-6抑制剂相关的不良事件和死亡风险预测因素分析:一项使用FDA不良事件报告系统数据库的药物警戒研究

IF 2.1 4区 医学 Q3 PHARMACOLOGY & PHARMACY
Meilin Fang, Jinglin Li, Boyang Zhuang, Weijie Liang, Ling Wang, Cunze Wang, Wujin Chen, Fangqing Cai, Junshan Ruan, Zhuiliang Huang, Yishun Jin
{"title":"与IL-6抑制剂相关的不良事件和死亡风险预测因素分析:一项使用FDA不良事件报告系统数据库的药物警戒研究","authors":"Meilin Fang,&nbsp;Jinglin Li,&nbsp;Boyang Zhuang,&nbsp;Weijie Liang,&nbsp;Ling Wang,&nbsp;Cunze Wang,&nbsp;Wujin Chen,&nbsp;Fangqing Cai,&nbsp;Junshan Ruan,&nbsp;Zhuiliang Huang,&nbsp;Yishun Jin","doi":"10.1155/jcpt/5520102","DOIUrl":null,"url":null,"abstract":"<div>\n <p><b>Aim:</b> This study aimed to investigate post-marketing adverse events (AEs) of interleukin-6 (IL-6) inhibitors, and to explore risk factors for death.</p>\n <p><b>Method:</b> Disproportionality analyses were conducted on adverse event cases of IL-6 inhibitors reported to the US Food and Drug Administration Adverse Event Reporting System (FAERS) from the time of drug launch until the fourth quarter of 2023. Univariate and multivariate logistic regression analyses were carried out utilizing patient-related clinical information, and prediction models for IL-6 inhibitor-related mortality risk were developed by incorporating patient age and weight factors.</p>\n <p><b>Results:</b> A total of 63,445 reports were retrieved, with the majority of known age groups falling between 18 and 64 years. Most reports were submitted by consumers and physicians, predominantly from the United States. Tocilizumab was associated with AEs such as drug intolerance and infection, while sarilumab showed symptoms of pain and condition aggravated. Siltuximab was linked to disease progression and thrombocytopenia. The median time to AEs with IL-6 inhibitors was 74 days (interquartile range [IQR] 10-311), mostly occurring within 1 month. Factors such as age, propionic acid derivative, infections and infestations, nervous system disorders, and immune system disorders were independent risk factors for deaths related to IL-6 inhibitor use (<i>p</i> &lt; 0.05). The mortality risk prediction model demonstrated good discriminatory power and clinical applicability in both the training set (AUC 0.6968) and the validation set (AUC 0.7502).</p>\n <p><b>Conclusion:</b> Our postmarketing pharmacovigilance analysis revealed the types and incidence of AEs related to IL-6 inhibitors. Column line diagrams may be useful for clinical assessment of the occurrence of death and have high clinical utility.</p>\n </div>","PeriodicalId":15381,"journal":{"name":"Journal of Clinical Pharmacy and Therapeutics","volume":"2025 1","pages":""},"PeriodicalIF":2.1000,"publicationDate":"2025-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/jcpt/5520102","citationCount":"0","resultStr":"{\"title\":\"Analysis of Predictors of Adverse Events and Mortality Risk Associated With IL-6 Inhibitors: A Pharmacovigilance Study Using the FDA Adverse Event Reporting System Database\",\"authors\":\"Meilin Fang,&nbsp;Jinglin Li,&nbsp;Boyang Zhuang,&nbsp;Weijie Liang,&nbsp;Ling Wang,&nbsp;Cunze Wang,&nbsp;Wujin Chen,&nbsp;Fangqing Cai,&nbsp;Junshan Ruan,&nbsp;Zhuiliang Huang,&nbsp;Yishun Jin\",\"doi\":\"10.1155/jcpt/5520102\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n <p><b>Aim:</b> This study aimed to investigate post-marketing adverse events (AEs) of interleukin-6 (IL-6) inhibitors, and to explore risk factors for death.</p>\\n <p><b>Method:</b> Disproportionality analyses were conducted on adverse event cases of IL-6 inhibitors reported to the US Food and Drug Administration Adverse Event Reporting System (FAERS) from the time of drug launch until the fourth quarter of 2023. Univariate and multivariate logistic regression analyses were carried out utilizing patient-related clinical information, and prediction models for IL-6 inhibitor-related mortality risk were developed by incorporating patient age and weight factors.</p>\\n <p><b>Results:</b> A total of 63,445 reports were retrieved, with the majority of known age groups falling between 18 and 64 years. Most reports were submitted by consumers and physicians, predominantly from the United States. Tocilizumab was associated with AEs such as drug intolerance and infection, while sarilumab showed symptoms of pain and condition aggravated. Siltuximab was linked to disease progression and thrombocytopenia. The median time to AEs with IL-6 inhibitors was 74 days (interquartile range [IQR] 10-311), mostly occurring within 1 month. Factors such as age, propionic acid derivative, infections and infestations, nervous system disorders, and immune system disorders were independent risk factors for deaths related to IL-6 inhibitor use (<i>p</i> &lt; 0.05). The mortality risk prediction model demonstrated good discriminatory power and clinical applicability in both the training set (AUC 0.6968) and the validation set (AUC 0.7502).</p>\\n <p><b>Conclusion:</b> Our postmarketing pharmacovigilance analysis revealed the types and incidence of AEs related to IL-6 inhibitors. Column line diagrams may be useful for clinical assessment of the occurrence of death and have high clinical utility.</p>\\n </div>\",\"PeriodicalId\":15381,\"journal\":{\"name\":\"Journal of Clinical Pharmacy and Therapeutics\",\"volume\":\"2025 1\",\"pages\":\"\"},\"PeriodicalIF\":2.1000,\"publicationDate\":\"2025-01-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1155/jcpt/5520102\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Clinical Pharmacy and Therapeutics\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1155/jcpt/5520102\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"PHARMACOLOGY & PHARMACY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Clinical Pharmacy and Therapeutics","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1155/jcpt/5520102","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"PHARMACOLOGY & PHARMACY","Score":null,"Total":0}
引用次数: 0

摘要

目的:本研究旨在调查白介素-6 (IL-6)抑制剂上市后的不良事件(ae),并探讨死亡的危险因素。方法:对美国食品药品监督管理局不良事件报告系统(FAERS)报告的IL-6抑制剂自上市至2023年第四季度不良事件病例进行歧化分析。利用患者相关临床信息进行单因素和多因素logistic回归分析,并结合患者年龄和体重因素建立IL-6抑制剂相关死亡风险预测模型。结果:共检索到63,445份报告,大多数已知年龄组在18至64岁之间。大多数报告是由消费者和医生提交的,主要来自美国。Tocilizumab与药物不耐受和感染等不良事件相关,而sarilumab表现出疼痛症状和病情加重。西妥昔单抗与疾病进展和血小板减少有关。IL-6抑制剂发生ae的中位时间为74天(四分位数范围[IQR] 10-311),主要发生在1个月内。年龄、丙酸衍生物、感染和感染、神经系统疾病和免疫系统疾病等因素是与IL-6抑制剂使用相关的死亡的独立危险因素(p <;0.05)。该死亡率风险预测模型在训练集(AUC 0.6968)和验证集(AUC 0.7502)上均表现出良好的判别能力和临床适用性。结论:我们的上市后药物警戒分析揭示了与IL-6抑制剂相关的ae类型和发生率。柱线图可用于临床评估死亡的发生,具有很高的临床实用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Analysis of Predictors of Adverse Events and Mortality Risk Associated With IL-6 Inhibitors: A Pharmacovigilance Study Using the FDA Adverse Event Reporting System Database

Analysis of Predictors of Adverse Events and Mortality Risk Associated With IL-6 Inhibitors: A Pharmacovigilance Study Using the FDA Adverse Event Reporting System Database

Aim: This study aimed to investigate post-marketing adverse events (AEs) of interleukin-6 (IL-6) inhibitors, and to explore risk factors for death.

Method: Disproportionality analyses were conducted on adverse event cases of IL-6 inhibitors reported to the US Food and Drug Administration Adverse Event Reporting System (FAERS) from the time of drug launch until the fourth quarter of 2023. Univariate and multivariate logistic regression analyses were carried out utilizing patient-related clinical information, and prediction models for IL-6 inhibitor-related mortality risk were developed by incorporating patient age and weight factors.

Results: A total of 63,445 reports were retrieved, with the majority of known age groups falling between 18 and 64 years. Most reports were submitted by consumers and physicians, predominantly from the United States. Tocilizumab was associated with AEs such as drug intolerance and infection, while sarilumab showed symptoms of pain and condition aggravated. Siltuximab was linked to disease progression and thrombocytopenia. The median time to AEs with IL-6 inhibitors was 74 days (interquartile range [IQR] 10-311), mostly occurring within 1 month. Factors such as age, propionic acid derivative, infections and infestations, nervous system disorders, and immune system disorders were independent risk factors for deaths related to IL-6 inhibitor use (p < 0.05). The mortality risk prediction model demonstrated good discriminatory power and clinical applicability in both the training set (AUC 0.6968) and the validation set (AUC 0.7502).

Conclusion: Our postmarketing pharmacovigilance analysis revealed the types and incidence of AEs related to IL-6 inhibitors. Column line diagrams may be useful for clinical assessment of the occurrence of death and have high clinical utility.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
4.10
自引率
5.00%
发文量
226
审稿时长
6 months
期刊介绍: The Journal of Clinical Pharmacy and Therapeutics provides a forum for clinicians, pharmacists and pharmacologists to explore and report on issues of common interest. Reports and commentaries on current issues in medical and pharmaceutical practice are encouraged. Papers on evidence-based clinical practice and multidisciplinary collaborative work are particularly welcome. Regular sections in the journal include: editorials, commentaries, reviews (including systematic overviews and meta-analyses), original research and reports, and book reviews. Its scope embraces all aspects of clinical drug development and therapeutics, including: Rational therapeutics Evidence-based practice Safety, cost-effectiveness and clinical efficacy of drugs Drug interactions Clinical impact of drug formulations Pharmacogenetics Personalised, stratified and translational medicine Clinical pharmacokinetics.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信