Evidence map›Paper›PMID 35119497›Full record

ArticleIntensive care medicine2022

Impact of frailty on persistent critical illness: a population-based cohort study.

Jai N Darvall, Rinaldo Bellomo, Michael Bailey, Paul J Young, Kenneth Rockwood, David Pilcher

Registry-linked trialAbstract read
In one paragraph

Article in Intensive care medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06117462 (Frailty in Critical Care Unit's Patients), which is not on this map. Cited by 35 papers.

0numbers the graph read from it
0cells of the map it votes in
35citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT06117462 unknown statusnot on this mapstarted 2023, after this paper: background citation

Frailty in Critical Care Unit's Patients

TypeobservationalSponsorAssiut UniversityRan2023 to 2024Enrolled116ConditionsCFSArmsAssesment of CFS
3 · Its place in the literature

Who cites it

35 citing papers in PubMed.

  1. Trial
  2. Recognise, respond, reflect: A value-based framework for rapid response teams.Critical care and resuscitation : journal of the Australasian Academy of Critical Care Medicine · 2026
    Article
  3. Long-term survival of patients with persistent critical illness in Australia and New Zealand; a retrospective registry-based cohort study.Critical care and resuscitation : journal of the Australasian Academy of Critical Care Medicine · 2026
    Article
  4. Article
  5. Article
  6. Review
  7. Rinaldo Bellomo and the evolution of critical care survivorship.Critical care and resuscitation : journal of the Australasian Academy of Critical Care Medicine · 2025
    Article
  8. Article
  9. Observational
  10. Article
  11. Article
  12. Article
  13. Article
  14. Frailty in the cardiac intensive care unit: assessment and impact.European heart journal. Acute cardiovascular care · 2024
    Review
  15. Prevalence and long-term outcomes of patients with life-limiting illness admitted to intensive care units in Australia and New Zealand.Critical care and resuscitation : journal of the Australasian Academy of Critical Care Medicine · 2024
    Article
  16. The truism of 'life limiting illness' in ICU.Critical care and resuscitation : journal of the Australasian Academy of Critical Care Medicine · 2024
    Article
  17. Review
  18. Article
  19. Article
  20. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors.

Jai N DarvallDepartment of Intensive Care Medicine, Royal Melbourne Hospital, Grattan St., Parkville, Melbourne, VIC, 3050, Australia. jai.darvall@mh.org.au.ORCID http://orcid.org/0000-0003-0579-8931
Rinaldo BellomoDepartment of Intensive Care Medicine, Royal Melbourne Hospital, Grattan St., Parkville, Melbourne, VIC, 3050, Australia.
Michael BaileyAustralian and New Zealand Intensive Care Research Centre, Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia.
Paul J YoungDepartment of Critical Care, The University of Melbourne, Melbourne, VIC, Australia.
Kenneth RockwoodDivisions of Geriatric Medicine and Neurology, and the Geriatric Medicine Research Unit, Division of Geriatric Medicine, Department of Medicine, Dalhousie University, Nova Scotia Health Authority, Halifax, NS, Canada.
David PilcherAustralian and New Zealand Intensive Care Research Centre, Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeAcute illness severity predicts mortality in intensive care unit (ICU) patients, however, its predictive value decreases over time in ICU. Typically after 10 days, pre-ICU (antecedent) characteristics become more predictive of mortality, defining the onset of persistent critical illness (PerCI). How patient frailty affects development and death from PerCI is unknown.

methodsWe conducted a secondary analysis of data from a prospective binational cohort study including 269,785 critically ill adults from 168 ICUs in Australia and New Zealand, investigating whether frailty measured with the Clinical Frailty Scale (CFS) changes the timing of onset and risk of developing PerCI and of subsequent in-hospital mortality. We assessed associations between frailty (CFS ≥ 5) and mortality prediction using logistic regression and area under the receiver operating characteristics (AUROC) curves.

results2190 of 50,814 (4.3%) patients with frailty (CFS ≥ 5) versus 6624 of 218,971 (3%) patients without frailty (CFS ≤ 4) developed PerCI (P < 0.001). Among patients with PerCI, 669 of 2190 (30.5%) with frailty and 1194 of 6624 without frailty (18%) died in hospital (P < 0.001). The time point defining PerCI onset did not vary with frailty degree; however, with increasing length of ICU stay, inclusion of frailty progressively improved mortality discrimination (0.1% AUROC improvement on ICU day one versus 3.6% on ICU day 17).

conclusionCompared to patients without frailty, those with frailty have a higher chance of developing and dying from PerCI. Moreover the importance of frailty as a predictor of mortality increases with ICU length of stay. Future work should explore incorporation of frailty in prognostic models, particularly for long-staying patients.

Indexed as

Critical IllnessFrailtyAdultCohort StudiesHospital MortalityHumansIntensive Care UnitsProspective StudiesFrailtyIntensive care unitMortalityObservational study

Identifiers

PMID35119497
PMCPMC8866256

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.