Dataset Information

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) 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

SUBMITTER: Puthucheary ZA

PROVIDER: S-EPMC7517819 | biostudies-literature | 2020 Sep

REPOSITORIES: biostudies-literature

ACCESS DATA

Publications

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

Puthucheary Zudin A ZA Gensichen Jochen S JS Cakiroglu Aylin S AS Cashmore Richard R Edbrooke Lara L Heintze Christoph C Neumann Konrad K Wollersheim Tobias T Denehy Linda L Schmidt Konrad F R KFR

Critical care (London, England) 20200925 1

<h4>Background</h4>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 pro ...[more]

PMID: 32977833

Similar Datasets

Project description:BACKGROUND:Persistent critical illness is common in critically ill patients and is associated with vast medical resource use and poor clinical outcomes. This study aimed to define when patients with sepsis would be stabilized and transitioned to persistent critical illness, and whether such transition time varies between latent classes of patients. METHODS:This was a retrospective cohort study involving sepsis patients in the eICU Collaborative Research Database. Persistent critical illness was defined at the time when acute physiological characteristics were no longer more predictive of in-hospital mortality (i.e., vital status at hospital discharge) than antecedent characteristics. Latent growth mixture modeling was used to identify distinct trajectory classes by using Sequential Organ Failure Assessment score measured during intensive care unit stay as the outcome, and persistent critical illness transition time was explored in each latent class. RESULTS:The mortality was 16.7% (3828/22,868) in the study cohort. Acute physiological model was no longer more predictive of in-hospital mortality than antecedent characteristics at 15?days after intensive care unit admission in the overall population. Only a minority of the study subjects (n?=?643, 2.8%) developed persistent critical illness, but they accounted for 19% (15,834/83,125) and 10% (19,975/198,833) of the total intensive care unit and hospital bed-days, respectively. Five latent classes were identified. Classes 1 and 2 showed increasing Sequential Organ Failure Assessment score over time and transition to persistent critical illness occurred at 16 and 27?days, respectively. The remaining classes showed a steady decline in Sequential Organ Failure Assessment scores and the transition to persistent critical illness occurred between 6 and 8?days. Elevated urea-to-creatinine ratio was a good biochemical signature of persistent critical illness. CONCLUSIONS:While persistent critical illness occurred in a minority of patients with sepsis, it consumed vast medical resources. The transition time differs substantially across latent classes, indicating that the allocation of medical resources should be tailored to different classes of patients.

Project description:OBJECTIVES:To describe the frequency of co-occurring newly acquired cognitive impairment, disability in activities of daily livings, and depression among survivors of a critical illness and to evaluate predictors of being free of post-intensive care syndrome problems. DESIGN:Prospective cohort study. SETTING:Medical and surgical ICUs from five U.S. centers. PATIENTS:Patients with respiratory failure or shock, excluding those with preexisting cognitive impairment or disability in activities of daily livings. INTERVENTIONS:None. MEASUREMENTS AND MAIN RESULTS:At 3 and 12 months after hospital discharge, we assessed patients for cognitive impairment, disability, and depression. We categorized patients into eight groups reflecting combinations of cognitive, disability, and mental health problems. Using multivariable logistic regression, we modeled the association between age, education, frailty, durations of mechanical ventilation, delirium, and severe sepsis with the odds of being post-intensive care syndrome free. We analyzed 406 patients with a median age of 61 years and an Acute Physiology and Chronic Health Evaluation II of 23. At 3 and 12 months, one or more post-intensive care syndrome problems were present in 64% and 56%, respectively. Nevertheless, co-occurring post-intensive care syndrome problems (i.e., in two or more domains) were present in 25% at 3 months and 21% at 12 months. Post-intensive care syndrome problems in all three domains were present in only 6% at 3 months and 4% at 12 months. More years of education was associated with greater odds of being post-intensive care syndrome free (p < 0.001 at 3 and 12 mo). More severe frailty was associated with lower odds of being post-intensive care syndrome free (p = 0.005 at 3 mo and p = 0.048 at 12 mo). CONCLUSIONS:In this multicenter cohort study, one or more post-intensive care syndrome problems were present in the majority of survivors, but co-occurring problems were present in only one out of four. Education was protective from post-intensive care syndrome problems and frailty predictive of the development of post-intensive care syndrome problems. Future studies are needed to understand better the heterogeneous subtypes of post-intensive care syndrome and to identify modifiable risk factors.

Project description:INTRODUCTION:The number of inconclusive physical rehabilitation randomised controlled trials for patients with critical illness is increasing. Evidence suggests critical illness patient subgroups may exist that benefit from targeted physical rehabilitation interventions that could improve their recovery trajectory. We aim to identify critical illness patient subgroups that respond to physical rehabilitation and map recovery trajectories according to physical function and quality of life outcomes. Additionally, the utilisation of healthcare resources will be examined for subgroups identified. METHODS AND ANALYSIS:This is an individual participant data meta-analysis protocol. A systematic literature review was conducted for randomised controlled trials that delivered additional physical rehabilitation for patients with critical illness during their acute hospital stay, assessed chronic disease burden, with a minimum follow-up period of 3?months measuring performance-based physical function and health-related quality of life outcomes. From 2178 records retrieved in the systematic literature review, four eligible trials were identified by two independent reviewers. Principal investigators of eligible trials were invited to contribute their data to this individual participant data meta-analysis. Risk of bias will be assessed (Cochrane risk of bias tool for randomised trials). Participant and trial characteristics, interventions and outcomes data of included studies will be summarised. Meta-analyses will entail a one-stage model, which will account for the heterogeneity across and the clustering between studies. Multiple imputation using chained equations will be used to account for the missing data. ETHICS AND DISSEMINATION:This individual participant data meta-analysis does not require ethical review as anonymised participant data will be used and no new data collected. Additionally, eligible trials were granted approval by institutional review boards or research ethics committees and informed consent was provided for participants. Data sharing agreements are in place permitting contribution of data. The study findings will be disseminated at conferences and through peer-reviewed publications. PROSPERO REGISTRATION NUMBER:CRD42019152526.

Project description:BackgroundPost-intensive care unit recovery programs for survivors of critical illness related to COVID-19 remain limited, ever-evolving, and under active investigation. Mental health professionals have an emerging role within this multidisciplinary care model.ObjectiveThis article explores the design and implementation of an intensive care unit follow-up clinic in New Orleans during the era of COVID-19. Survivors of a critical illness due to COVID-19 were offered multidisciplinary outpatient treatment and systematic psychological screening up to 6 months after the initial clinic visit.MethodsWe implemented a prospective, observational study at a post-intensive care syndrome (PICS) clinic for survivors of a critical illness related to COVID-19 embedded within an academic Veterans Affairs hospital. Our team identified patients at high risk of PICS and offered them a clinic consultation. Patients were provided the following interventions: review of the critical care course, medication reconciliation, primary care, psychopharmacotherapy, psychotherapy, and subspecialty referrals. Patients were followed up at 1- to 3-month intervals. Psychological symptom screening was conducted with Posttraumatic Stress Disorder Checklist for the Diagnostic and Statistical Manual of Mental Disorders-Fifth Edition, 9-question Patient Health Questionnaire, and 7-item Generalized Anxiety Disorder assessments.ResultsSeventy-seven total patients were identified to be at high risk of PICS from March to November 2020, and of this cohort, 44 (57.14%) survived their COVID-19 hospitalizations. Of the surviving 44 patients contacted, 21 patients established care in the PICS clinic and returned for at least 1 follow-up visit. At initial evaluation, 66.7% of patients demonstrated clinically meaningful symptoms of post-traumatic stress disorder. At 3-month follow-up, 9.5% of patients showed significant post-traumatic stress disorder symptoms. Moderate-to-severe symptoms of anxiety were present in 38.1% of patients at initial evaluation and in 4.8% of patients at 3 months. Moderate-to-severe symptoms of depression were present in 33.4% and 4.8% of patients at initial visit and at 3 months, respectively.ConclusionsA PICS clinic opened by dually trained internist-psychiatrists serves as a successful posthospitalization model of care for COVID-19 intensive care unit survivors. This type of health care infrastructure expands the continuum of care for patients enduring the consequences of a critical illness. We identified a high prevalence of post-traumatic stress, anxiety, and depression, along with other post- intensive care unit complications warranting an intervention. The prevalence of distressing psychological symptoms diminished across all domains by 3 months. Our results deserve replication, along with further investigation of the value that PICS clinics can provide for patients and families.

Dataset Information

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

Publications

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

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure

Tweets