Epidemiology and Outcomes of Critical Illness and Novel Predictors of Mortality in an Ethiopian Medical Intensive Care Unit.

IF 3 3区 医学 Q2 CRITICAL CARE MEDICINE Journal of Intensive Care Medicine Pub Date : 2024-08-01 Epub Date: 2024-02-28 DOI:10.1177/08850666241233481
Aschalew Worku, Deborah Haisch, Madhavi Parekh, Amir Sultan, Abebe Shumet, Kibrom G/Selassie, Max O'Donnell, Amsalu Binegdie, Charles B Sherman, Neil W Schluger
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Abstract

Low- and middle-income countries (LMICs) bear most of the global burden of critical illness. Managing this burden requires improved understanding of epidemiology and outcomes in LMIC intensive care units (ICUs), including LMIC-specific mortality prediction scores. This study was a retrospective observational study at Tikur Anbessa Specialized Hospital in Addis Ababa, Ethiopia, examining all consecutive medical ICU admissions from June 2014 to April 2015. The primary outcome was ICU mortality; secondary outcomes were prolonged ICU stay and prolonged mechanical ventilation. ICU mortality prediction models were created using multivariable logistic regression and compared with the Mortality Probability Model-II (MPM-II). Associations with secondary outcomes were examined with multivariable logistic regression. There were 198 admissions during the study period; mortality was 35%. Age, shock on admission, mechanical ventilation, human immunodeficiency virus, and Glasgow Coma Scale ≤8 were associated with ICU mortality. The receiver operating characteristic curve for this 5-factor model had an AUC of 0.8205 versus 0.7468 for MPM-II, favoring the simplified new model. Mechanical ventilation and lack of shock were associated with prolonged ICU stays. Mortality in an LMIC medical ICU was high. This study examines an LMIC medical ICU population, showing a simplified prediction model may predict mortality as well as complex models.

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埃塞俄比亚医疗重症监护室危重病的流行病学和结果以及死亡率的新预测因素。
中低收入国家(LMIC)承担着全球大部分危重病的治疗负担。要管理好这一负担,就必须更好地了解中低收入国家重症监护病房(ICU)的流行病学和治疗效果,包括针对中低收入国家的死亡率预测评分。本研究是埃塞俄比亚亚的斯亚贝巴 Tikur Anbessa 专科医院的一项回顾性观察研究,调查了 2014 年 6 月至 2015 年 4 月期间重症监护病房的所有连续入院病例。主要结果是重症监护室死亡率;次要结果是重症监护室住院时间延长和机械通气时间延长。采用多变量逻辑回归法建立了重症监护室死亡率预测模型,并与死亡率概率模型-II(MPM-II)进行了比较。多变量逻辑回归分析了次要结果的相关性。研究期间共有 198 人入院,死亡率为 35%。年龄、入院时休克、机械通气、人类免疫缺陷病毒和格拉斯哥昏迷量表≤8与重症监护病房死亡率相关。该 5 因子模型的接收器操作特征曲线的 AUC 为 0.8205,而 MPM-II 的 AUC 为 0.7468,更倾向于简化的新模型。机械通气和无休克与延长重症监护室住院时间有关。低收入国家医疗重症监护病房的死亡率很高。本研究对低收入国家医疗重症监护病房的人群进行了调查,结果显示简化预测模型与复杂模型一样可以预测死亡率。
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来源期刊
Journal of Intensive Care Medicine
Journal of Intensive Care Medicine CRITICAL CARE MEDICINE-
CiteScore
7.60
自引率
3.20%
发文量
107
期刊介绍: Journal of Intensive Care Medicine (JIC) is a peer-reviewed bi-monthly journal offering medical and surgical clinicians in adult and pediatric intensive care state-of-the-art, broad-based analytic reviews and updates, original articles, reports of large clinical series, techniques and procedures, topic-specific electronic resources, book reviews, and editorials on all aspects of intensive/critical/coronary care.
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