Organ Involvement Related to Death in Critically Ill Patients With Leptospirosis: Unsupervised Analysis in a French West Indies ICU.

Q4 Medicine Critical care explorations Pub Date : 2024-07-08 eCollection Date: 2024-07-01 DOI:10.1097/CCE.0000000000001126
Laurent Camous, Jean-David Pommier, Benoît Tressières, Frederic Martino, Mathieu Picardeau, Cecile Loraux, Marc Valette, Hugo Chaumont, Michel Carles, Alexandre Demoule, Sebastien Breurec
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Abstract

Objectives: To identify distinct phenotypes of critically ill leptospirosis patients upon ICU admission and their potential associations with outcome.

Design: Retrospective observational study including all patients with biologically confirmed leptospirosis admitted to the ICU between January 2014 and December 2022. Subgroups of patients with similar clinical profiles were identified by unsupervised clustering (factor analysis for mixed data and hierarchical clustering on principal components).

Setting: All patients admitted to the ICU of the University Hospital of Guadeloupe on the study period.

Patients: One hundred thirty critically ill patients with confirmed leptospirosis were included.

Interventions: None.

Measurements and main results: At ICU admission, 34% of the patients had acute respiratory failure, and 26% required invasive mechanical ventilation. Shock was observed in 52% of patients, myocarditis in 41%, and neurological involvement in 20%. Unsupervised clustering identified three clusters-"Weil's Disease" (48%), "neurological leptospirosis" (20%), and "multiple organ failure" (32%)-with different ICU courses and outcomes. Myocarditis and neurological involvement were key components for cluster identification and were significantly associated with death in ICU. Other factors associated with mortality included shock, acute respiratory failure, and requiring renal replacement therapy.

Conclusions and relevance: Unsupervised analysis of critically ill patients with leptospirosis revealed three patient clusters with distinct phenotypic characteristics and clinical outcomes. These patients should be carefully screened for neurological involvement and myocarditis at ICU admission.

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与钩端螺旋体病重症患者死亡有关的器官受累情况:法属西印度群岛重症监护病房的无监督分析。
目的确定重症钩端螺旋体病患者在进入重症监护室时的不同表型及其与预后的潜在关联:设计:回顾性观察研究,包括2014年1月至2022年12月期间入住重症监护室的所有经生物证实的钩端螺旋体病患者。通过无监督聚类(混合数据的因子分析和主成分的分层聚类)确定了具有相似临床特征的患者亚群:研究期间瓜德罗普大学医院重症监护室收治的所有患者:干预措施:无:测量和主要结果入住重症监护室时,34%的患者出现急性呼吸衰竭,26%的患者需要有创机械通气。52%的患者出现休克,41%的患者出现心肌炎,20%的患者出现神经系统受累。无监督聚类确定了三个聚类--"魏氏病"(48%)、"神经系统钩端螺旋体病"(20%)和 "多器官衰竭"(32%)--它们在重症监护室的病程和结果各不相同。心肌炎和神经系统受累是确定集群的关键因素,与在重症监护室的死亡有显著关联。其他与死亡相关的因素包括休克、急性呼吸衰竭和需要肾脏替代治疗:对钩端螺旋体病重症患者的无监督分析显示,有三个患者群具有不同的表型特征和临床结果。这些患者在进入重症监护室时应仔细筛查是否有神经系统受累和心肌炎。
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