抗生素引起的肺栓塞:食品和药物管理局不良事件报告系统数据库中使用数据挖掘算法的歧化分析。

Q2 Medicine
Perspectives in Clinical Research Pub Date : 2025-01-01 Epub Date: 2024-09-13 DOI:10.4103/picr.picr_10_24
Pramod Kumar Adusumilli, Foujia Begum, Ankita Ashok Sangnure, Jeesa George
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引用次数: 0

摘要

背景:抗生素是最常用的处方药之一。抗生素的不必要使用尤其令人担忧,因为抗生素可能与许多药物不良事件有关。目的:本研究旨在利用数据挖掘算法(DMAs)对美国食品药品监督管理局不良事件报告系统(FAERS)数据库进行歧化分析,以检测肺栓塞与抗生素之间的关系。材料和方法:在FAERS数据库中进行回顾性病例/非病例歧化分析。本研究基于2004年第一季度至2022年第三季度FAERS报告的不良事件(ae)。采用报告优势比(ROR)、比例报告比(PRR)和信息成分(IC)来衡量报告中的不相称性。AE风险增加的阳性信号定义为ROR >1,卡方>4,PRR R2随病例数>3,IC >0。结果:FAERS数据库2004年Q1 - 2022年Q3的ae总数为26,555,430例。其中80809例为肺栓塞。选择相同的抗生素进行进一步分析,结果显示有11种抗生素被报道用于肺栓塞。米诺环素、氯霉素和莫西沙星的报告数量分别为113例、14例和179例。米诺环素(ROR - 2.87,卡方- 135.95,IC - 1.22)、氯霉素(ROR - 3.35,卡方- 22.80,IC - 0.77)和莫西沙星(ROR - 2.08,卡方- 99.37,IC - 0.83)具有显著的电位信号。结论:本研究发现,米诺环素、氯霉素和莫西沙星的肺栓塞风险增加具有统计学意义,尽管因果关系尚不能确定。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Antibiotics-induced pulmonary embolism: A disproportionality analysis in Food and Drug Administration database of Adverse Event Reporting System using data mining algorithms.

Background: Antibiotics are among the most commonly prescribed drugs. Unnecessary use of antibiotics is particularly concerning because antibiotics may be associated with a number of adverse drug events.

Aim: The study was designed to detect the association between pulmonary embolism and antibiotics by disproportionality analysis in the Food and Drug Administration database of Adverse Event Reporting System (FAERS) using data mining algorithms (DMAs).

Materials and methods: A retrospective case/noncase disproportionality analysis was performed in the FAERS database. This study was based on adverse events (AEs) reported to FAERS from 2004 Q1 to 2022 Q3. Reporting odds ratio (ROR), proportional reporting ratio (PRR), and information component (IC) were applied to measure the disproportionality in reporting. A positive signal of increased AE risk was defined as ROR >1, Chi-square >4, PRR R2 with the number of cases >3, and IC >0.

Results: Total AEs in the FAERS database from 2004 Q1 to 2022 Q3 were found to be 26,555,430. Among which 80,809 reports of pulmonary embolism were considered. The same were selected for further analysis which showed that 11 antibiotics were reported for pulmonary embolism. The number of reports for minocycline, chloramphenicol, and moxifloxacin was found to be 113, 14, and 179. A significant potential signal was noted for minocycline (ROR - 2.87, Chi-square - 135.95, IC - 1.22), chloramphenicol (ROR - 3.35, Chi-square - 22.80, IC - 0.77), and moxifloxacin (ROR - 2.08, Chi-square - 99.37, IC - 0.83).

Conclusion: This study found a statistically significant increased risk of reporting pulmonary embolism with minocycline, chloramphenicol, and moxifloxacin, although a causal relation cannot be definitively established.

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来源期刊
Perspectives in Clinical Research
Perspectives in Clinical Research Medicine-Medicine (all)
CiteScore
2.90
自引率
0.00%
发文量
41
审稿时长
36 weeks
期刊介绍: This peer review quarterly journal is positioned to build a learning clinical research community in India. This scientific journal will have a broad coverage of topics across clinical research disciplines including clinical research methodology, research ethics, clinical data management, training, data management, biostatistics, regulatory and will include original articles, reviews, news and views, perspectives, and other interesting sections. PICR will offer all clinical research stakeholders in India – academicians, ethics committees, regulators, and industry professionals -a forum for exchange of ideas, information and opinions.
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