학술논문

Clustering analysis of geriatric and acute characteristics in a cohort of very old patients on admission to ICU
Document Type
Academic Journal
Source
Intensive Care Medicine. December, 2022, Vol. 48 Issue 12, p1726, 10 p.
Subject
Medical research -- Analysis
Medicine, Experimental -- Analysis
Aged patients -- Analysis
Mortality -- Analysis
Health care industry
Language
English
ISSN
0342-4642
Abstract
Purpose The biological and functional heterogeneity in very old patients constitutes a major challenge to prognostication and patient management in intensive care units (ICUs). In addition to the characteristics of acute diseases, geriatric conditions such as frailty, multimorbidity, cognitive impairment and functional disabilities were shown to influence outcome in that population. The goal of this study was to identify new and robust phenotypes based on the combination of these features to facilitate early outcome prediction. Methods Patients aged 80 years old or older with and without limitations of life-sustaining treatment and with complete data were recruited from the VIP2 study for phenotyping and from the COVIP study for external validation. The sequential organ failure assessment (SOFA) score and its sub-scores taken on admission to ICU as well as demographic and geriatric patient characteristics were subjected to clustering analysis. Phenotypes were identified after repeated bootstrapping and clustering runs. Results In patients from the VIP2 study without limitations of life-sustaining treatment (n = 1977), ICU mortality was 12% and 30-day mortality 19%. Seven phenotypes with distinct profiles of acute and geriatric characteristics were identified in that cohort. Phenotype-specific mortality within 30 days ranged from 3 to 57%. Among the patients assigned to a phenotype with pronounced geriatric features and high SOFA scores, 50% died in ICU and 57% within 30 days. Mortality differences between phenotypes were confirmed in the COVIP study cohort (n = 280). Conclusions Phenotyping of very old patients on admission to ICU revealed new phenotypes with different mortality and potential need for anticipatory intervention.
Author(s): Oded Mousai [sup.1], Lola Tafoureau [sup.1], Tamar Yovell [sup.1], Hans Flaatten [sup.2], Bertrand Guidet [sup.3], Christian Jung [sup.4], Dylan de Lange [sup.5], Susannah Leaver [sup.6], Wojciech Szczeklik [sup.7], Jesper [...]