Opioids in Critically Ill Acute Myocardial Infarction Patients: A Retrospective Analysis of the MIMIC-IV Database.

IF 4.3 2区 医学 Q1 HEALTH CARE SCIENCES & SERVICES
Siyuan Xie, Bryan Richard Sasmita
{"title":"Opioids in Critically Ill Acute Myocardial Infarction Patients: A Retrospective Analysis of the MIMIC-IV Database.","authors":"Siyuan Xie, Bryan Richard Sasmita","doi":"10.1007/s11606-025-09643-y","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Opioids are the most commonly prescribed analgesic for patients with critically ill acute myocardial infarction (AMI). Unfortunately, inconsistent findings and limited evidence leave healthcare providers uncertain about whether these drugs offer more benefit or harm. Hence, the present study aimed to evaluate the impact of opioid use in AMI patients admitted to the intensive care unit.</p><p><strong>Methods and results: </strong>A total of 5669 critically ill AMI patients' data were extracted from the MIMIC-IV databases. Of which, 4044 patients received opioid analgesics, while 1625 did not. The primary outcome was an association between different types of opioids and all-cause mortality at 30, 90, and 365 days. During follow-up, patients who received opioids had significantly higher mortality rates compared to those who did not (30-day: 20.3% vs. 10.1%; 90-day: 28.0% vs. 15.8%; 365-day: 35.2% vs. 26.4%; all p < 0.001). After propensity score matching, multivariable Cox regression analysis identified morphine as the only opioid significantly associated with increased all-cause mortality at 30 days (HR 2.693 [95%CI 2.144-3.383], p < 0.001), 90 days (HR 2.151 [95%CI 1.757-2.632], p < 0.001), and 365 days (HR 1.709 [95%CI 1.435-2.036], p < 0.001). Furthermore, feature selection using the Boruta algorithm and SHAP summary plot highlighted opioid use, particularly morphine, as a key determinant of cumulative mortality.</p><p><strong>Conclusions: </strong>Opioid use was a significant predictor of mortality in critically ill AMI patients. Notably, only morphine was independently associated with an increased risk of both short- and long-term mortality.</p>","PeriodicalId":15860,"journal":{"name":"Journal of General Internal Medicine","volume":" ","pages":""},"PeriodicalIF":4.3000,"publicationDate":"2025-06-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of General Internal Medicine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s11606-025-09643-y","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"HEALTH CARE SCIENCES & SERVICES","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Opioids are the most commonly prescribed analgesic for patients with critically ill acute myocardial infarction (AMI). Unfortunately, inconsistent findings and limited evidence leave healthcare providers uncertain about whether these drugs offer more benefit or harm. Hence, the present study aimed to evaluate the impact of opioid use in AMI patients admitted to the intensive care unit.

Methods and results: A total of 5669 critically ill AMI patients' data were extracted from the MIMIC-IV databases. Of which, 4044 patients received opioid analgesics, while 1625 did not. The primary outcome was an association between different types of opioids and all-cause mortality at 30, 90, and 365 days. During follow-up, patients who received opioids had significantly higher mortality rates compared to those who did not (30-day: 20.3% vs. 10.1%; 90-day: 28.0% vs. 15.8%; 365-day: 35.2% vs. 26.4%; all p < 0.001). After propensity score matching, multivariable Cox regression analysis identified morphine as the only opioid significantly associated with increased all-cause mortality at 30 days (HR 2.693 [95%CI 2.144-3.383], p < 0.001), 90 days (HR 2.151 [95%CI 1.757-2.632], p < 0.001), and 365 days (HR 1.709 [95%CI 1.435-2.036], p < 0.001). Furthermore, feature selection using the Boruta algorithm and SHAP summary plot highlighted opioid use, particularly morphine, as a key determinant of cumulative mortality.

Conclusions: Opioid use was a significant predictor of mortality in critically ill AMI patients. Notably, only morphine was independently associated with an increased risk of both short- and long-term mortality.

阿片类药物在危重急性心肌梗死患者中的应用:MIMIC-IV数据库的回顾性分析
背景:阿片类药物是危重急性心肌梗死(AMI)患者最常用的处方镇痛药。不幸的是,不一致的发现和有限的证据使医疗保健提供者不确定这些药物是有益还是有害。因此,本研究旨在评估阿片类药物使用对重症监护病房AMI患者的影响。方法与结果:从MIMIC-IV数据库中提取5669例AMI危重患者资料。其中4044例患者使用阿片类镇痛药,1625例患者未使用阿片类镇痛药。主要结局是不同类型阿片类药物与30,90和365天全因死亡率之间的关联。在随访期间,接受阿片类药物治疗的患者死亡率明显高于未接受阿片类药物治疗的患者(30天:20.3% vs. 10.1%;90天:28.0% vs. 15.8%;365天:35.2% vs. 26.4%;结论:阿片类药物使用是急性心肌梗死危重患者死亡率的重要预测因子。值得注意的是,只有吗啡与短期和长期死亡风险增加独立相关。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Journal of General Internal Medicine
Journal of General Internal Medicine 医学-医学:内科
CiteScore
7.70
自引率
5.30%
发文量
749
审稿时长
3-6 weeks
期刊介绍: The Journal of General Internal Medicine is the official journal of the Society of General Internal Medicine. It promotes improved patient care, research, and education in primary care, general internal medicine, and hospital medicine. Its articles focus on topics such as clinical medicine, epidemiology, prevention, health care delivery, curriculum development, and numerous other non-traditional themes, in addition to classic clinical research on problems in internal medicine.
×
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:604180095
Book学术官方微信