Implications for post critical illness trial design: sub-phenotyping trajectories of functional recovery among sepsis survivors

Abstract Background Patients who survive critical illness suffer from a significant physical disability. The impact of rehabilitation strategies on health-related quality of life is inconsistent, with population heterogeneity cited as one potential confounder. This secondary analysis aimed to (1) ex...

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Main Authors: Zudin A. Puthucheary, Jochen S. Gensichen, Aylin S. Cakiroglu, Richard Cashmore, Lara Edbrooke, Christoph Heintze, Konrad Neumann, Tobias Wollersheim, Linda Denehy, Konrad F. R. Schmidt
Format: Article
Language:English
Published: BMC 2020-09-01
Series:Critical Care
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13054-020-03275-w
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language English
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author Zudin A. Puthucheary
Jochen S. Gensichen
Aylin S. Cakiroglu
Richard Cashmore
Lara Edbrooke
Christoph Heintze
Konrad Neumann
Tobias Wollersheim
Linda Denehy
Konrad F. R. Schmidt
spellingShingle Zudin A. Puthucheary
Jochen S. Gensichen
Aylin S. Cakiroglu
Richard Cashmore
Lara Edbrooke
Christoph Heintze
Konrad Neumann
Tobias Wollersheim
Linda Denehy
Konrad F. R. Schmidt
Implications for post critical illness trial design: sub-phenotyping trajectories of functional recovery among sepsis survivors
Critical Care
Sepsis
Post intensive care syndrome (PICS)
Physical function
Health-related quality of life (HRQoL)
Patient-reported outcome measures (PROMS)
Co-morbidity
author_facet Zudin A. Puthucheary
Jochen S. Gensichen
Aylin S. Cakiroglu
Richard Cashmore
Lara Edbrooke
Christoph Heintze
Konrad Neumann
Tobias Wollersheim
Linda Denehy
Konrad F. R. Schmidt
author_sort Zudin A. Puthucheary
title Implications for post critical illness trial design: sub-phenotyping trajectories of functional recovery among sepsis survivors
title_short Implications for post critical illness trial design: sub-phenotyping trajectories of functional recovery among sepsis survivors
title_full Implications for post critical illness trial design: sub-phenotyping trajectories of functional recovery among sepsis survivors
title_fullStr Implications for post critical illness trial design: sub-phenotyping trajectories of functional recovery among sepsis survivors
title_full_unstemmed Implications for post critical illness trial design: sub-phenotyping trajectories of functional recovery among sepsis survivors
title_sort implications for post critical illness trial design: sub-phenotyping trajectories of functional recovery among sepsis survivors
publisher BMC
series Critical Care
issn 1364-8535
publishDate 2020-09-01
description Abstract Background Patients who survive critical illness suffer from a significant physical disability. The impact of rehabilitation strategies on health-related quality of life is inconsistent, with population heterogeneity cited as one potential confounder. This secondary analysis aimed to (1) examine trajectories of functional recovery in critically ill patients to delineate sub-phenotypes and (2) to assess differences between these cohorts in both clinical characteristics and clinimetric properties of physical function assessment tools. Methods Two hundred ninety-one adult sepsis survivors were followed-up for 24 months by telephone interviews. Physical function was assessed using the Physical Component Score (PCS) of the Short Form-36 Questionnaire (SF-36) and Activities of Daily Living and the Extra Short Musculoskeletal Function Assessment (XSFMA-F/B). Longitudinal trajectories were clustered by factor analysis. Logistical regression analyses were applied to patient characteristics potentially determining cluster allocation. Responsiveness, floor and ceiling effects and concurrent validity were assessed within clusters. Results One hundred fifty-nine patients completed 24 months of follow-up, presenting overall low PCS scores. Two distinct sub-cohorts were identified, exhibiting complete recovery or persistent impairment. A third sub-cohort could not be classified into either trajectory. Age, education level and number of co-morbidities were independent determinants of poor recovery (AUROC 0.743 ((95%CI 0.659–0.826), p < 0.001). Those with complete recovery trajectories demonstrated high levels of ceiling effects in physical function (PF) (15%), role physical (RP) (45%) and body pain (BP) (57%) domains of the SF-36. Those with persistent impairment demonstrated high levels of floor effects in the same domains: PF (21%), RP (71%) and BP (12%). The PF domain demonstrated high responsiveness between ICU discharge and at 6 months and was predictive of a persistent impairment trajectory (AUROC 0.859 (95%CI 0.804–0.914), p < 0.001). Conclusions Within sepsis survivors, two distinct recovery trajectories of physical recovery were demonstrated. Older patients with more co-morbidities and lower educational achievements were more likely to have a persistent physical impairment trajectory. In regard to trajectory prediction, the PF score of the SF-36 was more responsive than the PCS and could be considered for primary outcomes. Future trials should consider adaptive trial designs that can deal with non-responders or sub-cohort specific outcome measures more effectively.
topic Sepsis
Post intensive care syndrome (PICS)
Physical function
Health-related quality of life (HRQoL)
Patient-reported outcome measures (PROMS)
Co-morbidity
url http://link.springer.com/article/10.1186/s13054-020-03275-w
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spelling doaj-e86659079bff4a6180b56b6b7abcfe332020-11-25T02:50:12ZengBMCCritical Care1364-85352020-09-0124111210.1186/s13054-020-03275-wImplications for post critical illness trial design: sub-phenotyping trajectories of functional recovery among sepsis survivorsZudin A. Puthucheary0Jochen S. Gensichen1Aylin S. Cakiroglu2Richard Cashmore3Lara Edbrooke4Christoph Heintze5Konrad Neumann6Tobias Wollersheim7Linda Denehy8Konrad F. R. Schmidt9William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of LondonInstitute of General Practice and Family Medicine, Jena University HospitalThe Francis Crick InstituteCritical Care and Perioperative Medicine Research Group, Adult Critical Care Unit, Royal London HospitalPhysiotherapy Department, The University of MelbourneInstitute of General Practice and Family Medicine, Charité University Medicine BerlinInstitute of Biometry and Clinical Epidemiology, Charité University Medicine BerlinDepartment of Anesthesiology and Operative Intensive Care Medicine, Charité University Medicine Berlin, corporate member of Freie Universität Berlin, Humboldt Universität zu Berlin, and Berlin Institute of HealthPhysiotherapy Department, The University of MelbourneInstitute of General Practice and Family Medicine, Jena University HospitalAbstract Background Patients who survive critical illness suffer from a significant physical disability. The impact of rehabilitation strategies on health-related quality of life is inconsistent, with population heterogeneity cited as one potential confounder. This secondary analysis aimed to (1) examine trajectories of functional recovery in critically ill patients to delineate sub-phenotypes and (2) to assess differences between these cohorts in both clinical characteristics and clinimetric properties of physical function assessment tools. Methods Two hundred ninety-one adult sepsis survivors were followed-up for 24 months by telephone interviews. Physical function was assessed using the Physical Component Score (PCS) of the Short Form-36 Questionnaire (SF-36) and Activities of Daily Living and the Extra Short Musculoskeletal Function Assessment (XSFMA-F/B). Longitudinal trajectories were clustered by factor analysis. Logistical regression analyses were applied to patient characteristics potentially determining cluster allocation. Responsiveness, floor and ceiling effects and concurrent validity were assessed within clusters. Results One hundred fifty-nine patients completed 24 months of follow-up, presenting overall low PCS scores. Two distinct sub-cohorts were identified, exhibiting complete recovery or persistent impairment. A third sub-cohort could not be classified into either trajectory. Age, education level and number of co-morbidities were independent determinants of poor recovery (AUROC 0.743 ((95%CI 0.659–0.826), p < 0.001). Those with complete recovery trajectories demonstrated high levels of ceiling effects in physical function (PF) (15%), role physical (RP) (45%) and body pain (BP) (57%) domains of the SF-36. Those with persistent impairment demonstrated high levels of floor effects in the same domains: PF (21%), RP (71%) and BP (12%). The PF domain demonstrated high responsiveness between ICU discharge and at 6 months and was predictive of a persistent impairment trajectory (AUROC 0.859 (95%CI 0.804–0.914), p < 0.001). Conclusions Within sepsis survivors, two distinct recovery trajectories of physical recovery were demonstrated. Older patients with more co-morbidities and lower educational achievements were more likely to have a persistent physical impairment trajectory. In regard to trajectory prediction, the PF score of the SF-36 was more responsive than the PCS and could be considered for primary outcomes. Future trials should consider adaptive trial designs that can deal with non-responders or sub-cohort specific outcome measures more effectively.http://link.springer.com/article/10.1186/s13054-020-03275-wSepsisPost intensive care syndrome (PICS)Physical functionHealth-related quality of life (HRQoL)Patient-reported outcome measures (PROMS)Co-morbidity