The Clinical Frailty Scale for mortality prediction of old acutely admitted intensive care patients: a meta-analysis of individual patient-level data

Raphael Romano Bruno, Bernhard Wernly, Sean M. Bagshaw, Mark van den Boogaard, Jai N. Darvall, Lina De Geer, Pablo Ruiz de Gopegui Miguelena, Daren K. Heyland, David Hewitt, Aluko A. Hope, Emilie Langlais, Pascale Le Maguet, Carmel L. Montgomery, Dimitrios Papageorgiou, Philippe Seguin, Wytske W. Geense, J. Alberto Silva-Obregón, Georg Wolff, Amin Polzin, Lisa DannenbergMalte Kelm, Hans Flaatten, Michael Beil, Marcus Franz, Sigal Sviri, Susannah Leaver, Bertrand Guidet, Ariane Boumendil, Christian Jung

Research output: Contribution to journalArticlepeer-review

11 Scopus citations

Abstract

Background: This large-scale analysis pools individual data about the Clinical Frailty Scale (CFS) to predict outcome in the intensive care unit (ICU). Methods: A systematic search identified all clinical trials that used the CFS in the ICU (PubMed searched until 24th June 2020). All patients who were electively admitted were excluded. The primary outcome was ICU mortality. Regression models were estimated on the complete data set, and for missing data, multiple imputations were utilised. Cox models were adjusted for age, sex, and illness acuity score (SOFA, SAPS II or APACHE II). Results: 12 studies from 30 countries with anonymised individualised patient data were included (n = 23,989 patients). In the univariate analysis for all patients, being frail (CFS ≥ 5) was associated with an increased risk of ICU mortality, but not after adjustment. In older patients (≥ 65 years) there was an independent association with ICU mortality both in the complete case analysis (HR 1.34 (95% CI 1.25–1.44), p < 0.0001) and in the multiple imputation analysis (HR 1.35 (95% CI 1.26–1.45), p < 0.0001, adjusted for SOFA). In older patients, being vulnerable (CFS 4) alone did not significantly differ from being frail. After adjustment, a CFS of 4–5, 6, and ≥ 7 was associated with a significantly worse outcome compared to CFS of 1–3. Conclusions: Being frail is associated with a significantly increased risk for ICU mortality in older patients, while being vulnerable alone did not significantly differ. New Frailty categories might reflect its “continuum” better and predict ICU outcome more accurately. Trial registration: Open Science Framework (OSF: https://osf.io/8buwk/). Graphical Abstract: [Figure not available: see fulltext.]

Original languageEnglish (US)
Article number37
JournalAnnals of Intensive Care
Volume13
Issue number1
DOIs
StatePublished - Dec 2023

Keywords

  • Elderly
  • Frailty
  • Individual patient-level data meta-analysis
  • Intensive care medicine
  • Outcome prediction
  • Systematic review

ASJC Scopus subject areas

  • Critical Care and Intensive Care Medicine

Fingerprint

Dive into the research topics of 'The Clinical Frailty Scale for mortality prediction of old acutely admitted intensive care patients: a meta-analysis of individual patient-level data'. Together they form a unique fingerprint.

Cite this