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Verdon M, Agoritsas T, Jaques C, Pouzols S, Mabire C. Factors involved in the development of hospital-acquired conditions in older patients in acute care settings: a scoping review. BMC Health Serv Res 2025; 25:174. [PMID: 39881323 PMCID: PMC11776334 DOI: 10.1186/s12913-025-12318-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Accepted: 01/22/2025] [Indexed: 01/31/2025] Open
Abstract
BACKGROUND Older patients hospitalized in acute care settings are at significant risk of presenting hospital-acquired conditions. Healthcare professionals should consider many factors involved in the development of such conditions, including factors related to the patients, as well as those related to the processes of care and the structure of hospitals. The aim of this study was to describe and identify the factors involved in the development of hospital-acquired conditions in older patients in acute care settings. METHODS A scoping review was performed based on a structured search in eight databases in September 2022. Data were extracted with an extraction tool and classified into categories. Mapping and a narrative summary were used to synthetize data. RESULTS A total of 237 articles were included in the scoping review. Functional decline and delirium were the most frequent hospital-acquired conditions studied. Among all categories, factors related to the patients provided most of the data, whereas factors related to the processes of care and the structure of hospitals were less frequently explored. In most articles, one or two categories of factors were retrieved; fewer articles examined factors among three categories. Personal factors, medications, and the human and work environment were the most frequent subcategories of factors retrieved, whereas social factors, hydration and nutrition, and organizational factors were less common. CONCLUSIONS The development of hospital-acquired conditions in older patients in acute care settings involves many factors related to the patients, as well as to the processes of care and the structure of hospitals. Prevention of hospital-acquired conditions must involve to consider the complexities of older patients and of acute care hospitals. Not considering all categories of factors might affect the implementation of new practices of care and interventions.
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Affiliation(s)
- Mélanie Verdon
- Care Directorate, Geneva University Hospitals, Geneva, Switzerland.
- Institute of Higher Education and Research in Healthcare, University of Lausanne and Lausanne University Hospital, Lausanne, Switzerland.
- Bureau d'Echange des Savoirs pour des praTiques exemplaires de soins (BEST): a JBI Centre of Excellence, Lausanne, Switzerland.
| | - Thomas Agoritsas
- Division of General Internal Medicine, Department of Medicine, Geneva University Hospitals and Faculty of Medicine, Geneva, Switzerland
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada
- MAGIC Evidence Ecosystem Foundation, Oslo, Norway
| | - Cécile Jaques
- Bureau d'Echange des Savoirs pour des praTiques exemplaires de soins (BEST): a JBI Centre of Excellence, Lausanne, Switzerland
- Medical Library, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Sophie Pouzols
- Institute of Higher Education and Research in Healthcare, University of Lausanne and Lausanne University Hospital, Lausanne, Switzerland
- Healthcare Direction, Lausanne University Hospital, Lausanne, Switzerland
| | - Cédric Mabire
- Institute of Higher Education and Research in Healthcare, University of Lausanne and Lausanne University Hospital, Lausanne, Switzerland
- Bureau d'Echange des Savoirs pour des praTiques exemplaires de soins (BEST): a JBI Centre of Excellence, Lausanne, Switzerland
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Cobert J, Jeon SY, Boscardin J, Chapman AC, Espejo E, Maley JH, Lee S, Smith AK. Resilience, Survival, and Functional Independence in Older Adults Facing Critical Illness. Chest 2024; 166:1431-1441. [PMID: 38871280 DOI: 10.1016/j.chest.2024.04.039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 04/25/2024] [Accepted: 04/28/2024] [Indexed: 06/15/2024] Open
Abstract
BACKGROUND Older adults surviving critical illness often experience new or worsening functional impairments. Modifiable positive psychological constructs such as resilience may mitigate post-intensive care morbidity. RESEARCH QUESTION Is pre-ICU resilience associated with: (1) post-ICU survival; (2) the drop in functional independence during the ICU stay; or (3) the trend in predicted independence before vs after the ICU stay? STUDY DESIGN AND METHODS This retrospective cohort study was performed by using Medicare-linked Health and Retirement Study surveys from 2006 to 2018. Older adults aged ≥ 65 years admitted to an ICU were included. Resilience was calculated prior to ICU admission. The resilience measure was defined from the Simplified Resilience Score, which was previously adapted and validated for the Health and Retirement Study. Resilience was scored by using the Leave-Behind survey normalized to a scale from 0 (lowest resilience) to 12 (highest resilience). Outcomes were survival and probability of functional independence. Survival was modeled by using Gompertz models and independence using joint survival models adjusting for sociodemographic and clinical variables. Average marginal effects were estimated to determine independence probabilities. RESULTS Across 3,409 patients aged ≥ 65 years old admitted to ICUs, preexisting frailty (30.5%) and cognitive impairment (24.3%) were common. Most patients were previously independent (82.7%). Mechanical ventilation occurred in 14.8% and sepsis in 43.2%. Those in the highest resilience group (vs lowest resilience) had a lower risk of post-ICU mortality (adjusted hazard ratio, 0.81; 95% CI, 0.70-0.94). Higher resilience was associated with greater likelihood of post-ICU functional independence (estimated probability of functional independence 5 years after ICU discharge in highest-to-lowest resilience groups (adjusted hazard ratio [95% CI]): 0.53 (0.33-0.74), 0.47 (0.26-0.68), 0.49 (0.28-0.70), and 0.36 (0.17-0.55); P < .01. Resilience was not associated with a difference in the drop in independence during the ICU stay or a difference in the pre-ICU vs post-ICU trend in predicted independence . INTERPRETATION ICU survivors with higher resilience had increased rates of survival and functional independence, although the slope of functional decline before vs after the ICU stay did not differ according to resilience group.
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Affiliation(s)
- Julien Cobert
- Anesthesia Service, San Francisco VA Health Care System, San Francisco, CA; Department of Anesthesiology, University of California San Francisco, San Francisco, CA.
| | - Sun Young Jeon
- Division of Geriatrics, Department of Medicine, University of California San Francisco, San Francisco, CA; Geriatrics, Palliative, and Extended Care, Veterans Affairs Medical Center, San Francisco, CA
| | - John Boscardin
- Division of Geriatrics, Department of Medicine, University of California San Francisco, San Francisco, CA; Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA; Geriatrics, Palliative, and Extended Care, Veterans Affairs Medical Center, San Francisco, CA
| | - Allyson C Chapman
- Critical Care and Palliative Medicine, Department of Internal Medicine, University of California San Francisco, San Francisco, CA; Department of Surgery, University of California San Francisco, San Francisco, CA
| | - Edie Espejo
- Division of Geriatrics, Department of Medicine, University of California San Francisco, San Francisco, CA; Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA; Geriatrics, Palliative, and Extended Care, Veterans Affairs Medical Center, San Francisco, CA
| | - Jason H Maley
- Division of Pulmonary, Critical Care, and Sleep Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Sei Lee
- Division of Geriatrics, Department of Medicine, University of California San Francisco, San Francisco, CA; Geriatrics, Palliative, and Extended Care, Veterans Affairs Medical Center, San Francisco, CA
| | - Alexander K Smith
- Division of Geriatrics, Department of Medicine, University of California San Francisco, San Francisco, CA; Geriatrics, Palliative, and Extended Care, Veterans Affairs Medical Center, San Francisco, CA
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Mesina RS, Rustøen T, Hagen M, Laake JH, Hofsø K. Long-term functional disabilities in intensive care unit survivors: A prospective cohort study. Aust Crit Care 2024; 37:843-850. [PMID: 38171986 DOI: 10.1016/j.aucc.2023.11.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 11/16/2023] [Accepted: 11/26/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND Functional disabilities are common in intensive care unit (ICU) survivors and may affect their ability to live independently. Few previous studies have investigated long-term functional outcomes with health status before ICU admission (pre-ICU health), and they are limited to specific patient groups. OBJECTIVES The objective of this study was to investigate the prevalence of functional disabilities and examine pre-ICU health variables as possible predictive factors of functional disabilities 12 months after ICU admission in a mixed population of ICU survivors. METHODS This prospective cohort study was conducted in six ICUs in Norway. Data on pre-ICU health were collected as soon as possible after ICU admission using patients, proxies, and patient electronic health records and at 12 months after ICU admission. Self-reported functional status was assessed using the Katz Index of independence in personal activities of daily living (P-ADL) and the Lawton instrumental activities of daily living scale (I-ADL). RESULTS A total of 220 of 343 (64%) ICU survivors with data on pre-ICU health completed the questionnaires at 12 months and reported the following functional disabilities at 12 months: 31 patients (14.4%) reported P-ADL dependencies (new in 16 and persisting in 15), and 80 patients (36.4%) reported I-ADL dependencies (new in 41 and persisting in 39). In a multivariate analysis, worse baseline P-ADL and I-ADL scores were associated with dependencies in P-ADLs (odds ratio [OR]: 1.87; 95% confidence interval [CI]: 1.14-3.06) and I-ADLs (OR: 1.52; 95% CI: 1.03-2.23), respectively, at 12 months. Patients who were employed were less likely to report I-ADL dependencies at 12 months (OR: 0.34; 95% CI: 0.12-0.95). CONCLUSION In a subsample of ICU survivors, patients reported functional disabilities 12 months after ICU admission, which was significantly associated with their pre-ICU functional status. Early screening of pre-ICU functional status may help identify patients at risk of long-term functional disabilities. ICU survivors with pre-ICU functional disabilities may find it difficult to improve their functional status.
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Affiliation(s)
- Renato S Mesina
- Department of Research and Development, Division of Emergencies and Critical Care, Oslo University Hospital, P.O. Box 4950, Nydalen N-0424, Oslo, Norway; Department of Public Health Science, Institute of Health and Society, Faculty of Medicine, University of Oslo, P.O. Box 1078, Blindern NO-0316, Oslo, Norway.
| | - Tone Rustøen
- Department of Research and Development, Division of Emergencies and Critical Care, Oslo University Hospital, P.O. Box 4950, Nydalen N-0424, Oslo, Norway; Department of Public Health Science, Institute of Health and Society, Faculty of Medicine, University of Oslo, P.O. Box 1078, Blindern NO-0316, Oslo, Norway
| | - Milada Hagen
- Department of Research and Development, Division of Emergencies and Critical Care, Oslo University Hospital, P.O. Box 4950, Nydalen N-0424, Oslo, Norway; Department of Public Health, Faculty of Nursing Science, Oslo Metropolitan University, P.O. Box 4, St. Olavs Plass N-0130, Oslo, Norway
| | - Jon Henrik Laake
- Department of Research and Development, Division of Emergencies and Critical Care, Oslo University Hospital, P.O. Box 4950, Nydalen N-0424, Oslo, Norway; Department of Anaesthesiology and Intensive Care Medicine, Division of Emergencies and Critical Care, Oslo University Hospital, P.O. Box 4950, Nydalen N-0424, Oslo, Norway
| | - Kristin Hofsø
- Department of Research and Development, Division of Emergencies and Critical Care, Oslo University Hospital, P.O. Box 4950, Nydalen N-0424, Oslo, Norway; Department of Postoperative and Intensive Care Nursing, Division of Emergencies and Critical Care, Oslo University Hospital, P. O. Box 4950, Nydalen N-0424, Oslo, Norway; Lovisenberg Diaconal University College, Lovisenberggt. 15b, 0456, Oslo, Norway
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Zhang X, Jiang Z, Huang A, Zhang F, Zhang Y, Zhang F, Gao L, Yang X, Hu R. Latent Trajectories of Activities of Daily Living Disability and Associated Factors Among Adults with Post-Intensive Care Syndrome One Week After ICU Discharge. J Multidiscip Healthc 2024; 17:4893-4906. [PMID: 39479379 PMCID: PMC11522011 DOI: 10.2147/jmdh.s469489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Accepted: 09/20/2024] [Indexed: 11/02/2024] Open
Abstract
Objective To identify the latent trajectories of activities of daily living (ADL) disability and the influential factors among adults with post-intensive care syndrome (PICS). Methods We evaluated five-time longitudinal data about PICS diagnosed in 434 of 593 assessed patients (73.19%). Disability was measured by the Barthel index scale, which grades individuals according to how difficult it is to carry out ADL. We utilized the growth mixture model (GMM) to identify latent trajectories and associated factors. Results Two groups with distinct trajectories of ADL disability were identified, including the Severe Disability Sustained Group and the Disability Recovery Group. People who were of advanced age transferred to another hospital for treatment, or had cognitive impairment or depression were more likely to be classified into the Severe Disability Sustained Group (P < 005). Conclusion There are two potential trajectories of ADL disability in patients with PICS, which are the severe disability persistence group and the disability recovery group. Improvement in cognitive impairment or depression may contribute to recovery from disability, transfer to hospital or advanced age may not be conducive to recovery of ADL ability, and disability may last longer.
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Affiliation(s)
- Xiying Zhang
- Department of Intensive Care Unit, Jinsha County People’s Hospital, Bijie, Guizhou Province, 551800, People’s Republic of China
| | - Zhixia Jiang
- Office of the Director, Guizhou Nursing Vocational and Technical College, Guiyang, Guizhou Province, 550081, People’s Republic of China
| | - Aiai Huang
- Department of Nursing, Panyu Maternal and Child Care Service Center of Guangzhou, Guangzhou, Guangdong Province, 511400, People’s Republic of China
| | - Fuyan Zhang
- Department of Nursing, Jinsha County People’s Hospital, Bijie, Guizhou Province, 551800, People’s Republic of China
| | - Yuancheng Zhang
- Department of Orthopaedics, Jinsha County People’s Hospital, Bijie, Guizhou Province, 551800, People’s Republic of China
| | - Fang Zhang
- Surgical Teaching and Research Office, Guizhou Nursing Vocational and Technical College, Guiyang, Guizhou Province, 550081, People’s Republic of China
| | - Lin Gao
- Department of Endocrinology, Jinsha County People’s Hospital, Bijie, Guizhou Province, 551800, People’s Republic of China
| | - Xiaoling Yang
- Comprehensive Department of Nursing, Guizhou Nursing Vocational and Technical College, Guiyang, Guizhou Province, 550081, People’s Republic of China
| | - Rujun Hu
- Department of Intensive Care Unit, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou Province, 563000, People’s Republic of China
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Santangelo E, Wozniak H, Herridge MS. Meeting complex multidimensional needs in older patients and their families during and beyond critical illness. Curr Opin Crit Care 2024; 30:479-486. [PMID: 39150056 DOI: 10.1097/mcc.0000000000001188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/17/2024]
Abstract
PURPOSE OF REVIEW To highlight the emerging crisis of critically ill elderly patients and review the unique burden of multidimensional morbidity faced by these patients and caregivers and potential interventions. RECENT FINDINGS Physical, psychological, and cognitive sequelae after critical illness are frequent, durable, and robust across the international ICU outcome literature. Elderly patients are more vulnerable to the multisystem sequelae of critical illness and its treatment and the resultant multidimensional morbidity may be profound, chronic, and significantly affect functional independence, transition to the community, and quality of life for patients and families. Recent data reinforce the importance of baseline functional status, health trajectory, and chronic illness as key determinants of long-term functional disability after ICU. These risks are even more pronounced in older patients. SUMMARY The current article is an overview of the outcomes of older survivors of critical illness, putative interventions to mitigate the long-term morbidity of patients, and the consequences for families and caregivers. A multimodal longitudinal approach designed to follow patients for one or more years may foster a better understanding of multidimensional morbidity faced by vulnerable older patients and families and provides a detailed understanding of recovery trajectories in this unique population to optimize outcome, goals of care directives, and ongoing informed consent to ICU treatment.
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Affiliation(s)
- Erminio Santangelo
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, Canada
| | - Hannah Wozniak
- Division of Critical Care, Department of Acute Medicine, Geneva University Hospitals, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Margaret S Herridge
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, Canada
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Parrotte K, Mercado L, Lappen H, Iwashyna TJ, Hough CL, Valley TS, Armstrong-Hough M. Outcome Measures to Evaluate Functional Recovery in Survivors of Respiratory Failure: A Scoping Review. CHEST CRITICAL CARE 2024; 2:100084. [PMID: 39822343 PMCID: PMC11737505 DOI: 10.1016/j.chstcc.2024.100084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/19/2025]
Abstract
BACKGROUND Respiratory failure is a life-threatening condition affecting millions of individuals in the United States annually. Survivors experience persistent functional impairments, decreased quality of life, and cognitive impairments. However, no established standard exists for measuring functional recovery among survivors of respiratory failure. RESEARCH QUESTION What outcomes are being used to measure and characterize functional recovery among survivors of respiratory failure? STUDY DESIGN AND METHODS In this scoping review, we developed a review protocol following International Prospective Register of Systematic Reviews (PROSPERO) guidelines. Two independent reviewers assessed titles and abstracts, followed by full-text review. Articles were included if study participants were aged 18 years or older, survived a hospitalization for acute respiratory failure, and received invasive mechanical ventilation as an intervention; identified function or functional recovery after respiratory failure as a study outcome; were peer-reviewed; and used any type of quantitative study design. RESULTS We reviewed 5,873 abstracts and identified 56 eligible articles. Among these articles, 28 distinct measures were used to assess functional recovery among survivors, including both performance-based measures (n = 8) and self-reported and proxy-reported measures (n = 20). Before 2019, 12 of the 28 distinct outcome measures (43%) were used, whereas 25 distinct measures (89%) were used from 2019 through 2024. The 6-min walk test appeared most frequently (46%) across the studies, and only 34 of 56 studies measured outcomes ≥ 6 months after discharge or study enrollment. INTERPRETATION Heterogeneity exists in how functional recovery is measured among survivors of respiratory failure, which highlights a need to establish a gold standard to ensure effective and consistent measurement. CHEST Critical Care 2024; 2(3):100084.
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Affiliation(s)
| | - Luz Mercado
- Department of Social and Behavioral Sciences, New York University, New York, NY
| | - Hope Lappen
- School of Global Public Health, the Division of Libraries, New York University, New York, NY
| | - Theodore J Iwashyna
- Departments of Medicine and Health Policy and Management, Johns Hopkins University, Baltimore, MD
| | | | - Thomas S Valley
- Department of Medicine, Oregon Health and Science University School of Medicine, Portland, OR, the Institute for Healthcare Policy and Innovation, Ann Arbor, MI
- Division of Pulmonary and Critical Care Medicine, Ann Arbor, MI
- Department of Internal Medicine, the Center for Bioethics and Social Sciences in Medicine, Ann Arbor, MI
- University of Michigan, and the VA Center for Clinical Management Research, Ann Arbor, MI
| | - Mari Armstrong-Hough
- Department of Epidemiology, New York University, New York, NY
- Department of Social and Behavioral Sciences, New York University, New York, NY
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Dangayach NS, Kreitzer N, Foreman B, Tosto-Mancuso J. Post-Intensive Care Syndrome in Neurocritical Care Patients. Semin Neurol 2024; 44:398-411. [PMID: 38897212 DOI: 10.1055/s-0044-1787011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/21/2024]
Abstract
Post-intensive care syndrome (PICS) refers to unintended consequences of critical care that manifest as new or worsening impairments in physical functioning, cognitive ability, or mental health. As intensive care unit (ICU) survival continues to improve, PICS is becoming increasingly recognized as a public health problem. Studies that focus on PICS have typically excluded patients with acute brain injuries and chronic neurodegenerative problems. However, patients who require neurocritical care undoubtedly suffer from impairments that overlap substantially with those encompassed by PICS. A major challenge is to distinguish between impairments related to brain injury and those that occur as a consequence of critical care. The general principles for the prevention and management of PICS and multidomain impairments in patients with moderate and severe neurological injuries are similar including the ICU liberation bundle, multidisciplinary team-based care throughout the continuum of care, and increasing awareness regarding the challenges of critical care survivorship among patients, families, and multidisciplinary team members. An extension of this concept, PICS-Family (PICS-F) refers to the mental health consequences of the intensive care experience for families and loved ones of ICU survivors. A dyadic approach to ICU survivorship with an emphasis on recognizing families and caregivers that may be at risk of developing PICS-F after neurocritical care illness can help improve outcomes for ICU survivors. In this review, we will summarize our current understanding of PICS and PICS-F, emerging literature on PICS in severe acute brain injury, strategies for preventing and treating PICS, and share our recommendations for future directions.
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Affiliation(s)
- Neha S Dangayach
- Department of Neurology and Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Natalie Kreitzer
- Department of Emergency Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Brandon Foreman
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio
| | - Jenna Tosto-Mancuso
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, NY
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Xiao Z, Zeng L, Chen S, Wu J, Huang H. Development and validation of early prediction models for new-onset functional impairment in patients after being transferred from the ICU. Sci Rep 2024; 14:11902. [PMID: 38789502 PMCID: PMC11126674 DOI: 10.1038/s41598-024-62447-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 05/16/2024] [Indexed: 05/26/2024] Open
Abstract
A significant number of intensive care unit (ICU) survivors experience new-onset functional impairments that impede their activities of daily living (ADL). Currently, no effective assessment tools are available to identify these high-risk patients. This study aims to develop an interpretable machine learning (ML) model for predicting the onset of functional impairment in critically ill patients. Data for this study were sourced from a comprehensive hospital in China, focusing on adult patients admitted to the ICU from August 2022 to August 2023 without prior functional impairments. A least absolute shrinkage and selection operator (LASSO) model was utilized to select predictors for inclusion in the model. Four models, logistic regression, support vector machine (SVM), random forest (RF), and extreme gradient boosting (XGBoost), were constructed and validated. Model performance was assessed using the area under the curve (AUC), accuracy, sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV). Additionally, the DALEX package was employed to enhance the interpretability of the final models. The study ultimately included 1,380 patients, with 684 (49.6%) exhibiting new-onset functional impairment on the seventh day after leaving the ICU. Among the four models evaluated, the SVM model demonstrated the best performance, with an AUC of 0.909, accuracy of 0.838, sensitivity of 0.902, specificity of 0.772, PPV of 0.802, and NPV of 0.886. ML models are reliable tools for predicting new-onset functional impairments in critically ill patients. Notably, the SVM model emerged as the most effective, enabling early identification of patients at high risk and facilitating the implementation of timely interventions to improve ADL.
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Affiliation(s)
- Zewei Xiao
- Shantou University Medical College, Shantou, 515000, People's Republic of China
| | - Limei Zeng
- Shantou University Medical College, Shantou, 515000, People's Republic of China
| | - Suiping Chen
- Shantou University Medical College, Shantou, 515000, People's Republic of China
| | - Jinhua Wu
- Department of Nursing, First Affiliated Hospital of Shantou University Medical College, Shantou, 515000, People's Republic of China
| | - Haixing Huang
- Department of Nursing, First Affiliated Hospital of Shantou University Medical College, Shantou, 515000, People's Republic of China.
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An SJ, Smith C, Davis D, Gallaher J, Tignanelli CJ, Charles A. Predictors of Functional Decline Among Critically Ill Surgical Patients: A National Analysis. J Surg Res 2024; 296:209-216. [PMID: 38281356 DOI: 10.1016/j.jss.2023.12.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 12/07/2023] [Accepted: 12/29/2023] [Indexed: 01/30/2024]
Abstract
INTRODUCTION Functional decline is associated with critical illness, though this relationship in surgical patients is unclear. This study aims to characterize functional decline after intensive care unit (ICU) admission among surgical patients. METHODS We performed a retrospective analysis of surgical patients admitted to the ICU in the Cerner Acute Physiology and Chronic Health Evaluation database, which includes 236 hospitals, from 2007 to 2017. Patients with and without functional decline were compared. Predictors of decline were modeled. RESULTS A total of 52,838 patients were included; 19,310 (36.5%) experienced a functional decline. Median ages of the decline and nondecline groups were 69 (interquartile range 59-78) and 63 (interquartile range 52-72) years, respectively (P < 0.01). The nondecline group had a larger proportion of males (59.1% versus 55.3% in the decline group, P < 0.01). After controlling for sociodemographic covariates, comorbidities, and disease severity upon ICU admission, patients undergoing pulmonary (odds ratio [OR] 6.54, 95% confidence interval [CI] 2.67-16.02), musculoskeletal (OR 4.13, CI 3.51-4.87), neurological (OR 2.67, CI 2.39-2.98), gastrointestinal (OR 1.61, CI 1.38-1.88), and skin and soft tissue (OR 1.35, CI 1.08-1.68) compared to cardiovascular surgeries had increased odds of decline. CONCLUSIONS More than one in three critically ill surgical patients experienced a functional decline. Pulmonary, musculoskeletal, and neurological procedures conferred the greatest risk. Additional resources should be targeted toward the rehabilitation of these patients.
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Affiliation(s)
- Selena J An
- Department of Surgery, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Charlotte Smith
- School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Dylane Davis
- School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Jared Gallaher
- Department of Surgery, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | | | - Anthony Charles
- Department of Surgery, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
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Wang B, Chen J, Wang M. Establishment and validation of a predictive model for respiratory failure within 48 h following admission in patients with sepsis: a retrospective cohort study. Front Physiol 2023; 14:1288226. [PMID: 38028763 PMCID: PMC10665857 DOI: 10.3389/fphys.2023.1288226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Accepted: 10/30/2023] [Indexed: 12/01/2023] Open
Abstract
Objective: The objective of this study is to identify patients with sepsis who are at a high risk of respiratory failure. Methods: Data of 1,738 patients with sepsis admitted to Dongyang People's Hospital from June 2013 to May 2023 were collected, including the age at admission, blood indicators, and physiological indicators. Independent risk factors for respiratory failure during hospitalization in the modeling population were analyzed to establish a nomogram. The area under the receiver operating characteristic curve (AUC) was used to evaluate the discriminative ability, the GiViTI calibration graph was used to evaluate the calibration, and the decline curve analysis (DCA) curve was used to evaluate and predict the clinical validity. The model was compared with the Sequential Organ Failure Assessment (SOFA) score, the National Early Warning Score (NEWS) system, and the ensemble model using the validation population. Results: Ten independent risk factors for respiratory failure in patients with sepsis were included in the final logistic model. The AUC values of the prediction model in the modeling population and validation population were 0.792 and 0.807, respectively, both with good fit between the predicted possibility and the observed event. The DCA curves were far away from the two extreme curves, indicating good clinical benefits. Based on the AUC values in the validation population, this model showed higher discrimination power than the SOFA score (AUC: 0.682; p < 0.001) and NEWS (AUC: 0.520; p < 0.001), and it was comparable to the ensemble model (AUC: 0.758; p = 0.180). Conclusion: Our model had good performance in predicting the risk of respiratory failure in patients with sepsis within 48 h following admission.
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Affiliation(s)
- Bin Wang
- Department of Emergency, Affiliated Dongyang Hospital of Wenzhou Medical University, Dongyang, Zhejiang Province, China
| | - Jianping Chen
- Department of Emergency, Affiliated Dongyang Hospital of Wenzhou Medical University, Dongyang, Zhejiang Province, China
| | - Maofeng Wang
- Department of Biomedical Sciences Laboratory, Affiliated Dongyang Hospital of Wenzhou Medical University, Dongyang, China
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Jones JRA, Karahalios A, Puthucheary ZA, Berry MJ, Files DC, Griffith DM, McDonald LA, Morris PE, Moss M, Nordon-Craft A, Walsh T, Berney S, Denehy L. Responsiveness of Critically Ill Adults With Multimorbidity to Rehabilitation Interventions: A Patient-Level Meta-Analysis Using Individual Pooled Data From Four Randomized Trials. Crit Care Med 2023; 51:1373-1385. [PMID: 37246922 DOI: 10.1097/ccm.0000000000005936] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
OBJECTIVE To explore if patient characteristics (pre-existing comorbidity, age, sex, and illness severity) modify the effect of physical rehabilitation (intervention vs control) for the coprimary outcomes health-related quality of life (HRQoL) and objective physical performance using pooled individual patient data from randomized controlled trials (RCTs). DATA SOURCES Data of individual patients from four critical care physical rehabilitation RCTs. STUDY SELECTION Eligible trials were identified from a published systematic review. DATA EXTRACTION Data sharing agreements were executed permitting transfer of anonymized data of individual patients from four trials to form one large, combined dataset. The pooled trial data were analyzed with linear mixed models fitted with fixed effects for treatment group, time, and trial. DATA SYNTHESIS Four trials contributed data resulting in a combined total of 810 patients (intervention n = 403, control n = 407). After receiving trial rehabilitation interventions, patients with two or more comorbidities had HRQoL scores that were significantly higher and exceeded the minimal important difference at 3 and 6 months compared with the similarly comorbid control group (based on the Physical Component Summary score (Wald test p = 0.041). Patients with one or no comorbidities who received intervention had no HRQoL outcome differences at 3 and 6 months when compared with similarly comorbid control patients. No patient characteristic modified the physical performance outcome in patients who received physical rehabilitation. CONCLUSIONS The identification of a target group with two or more comorbidities who derived benefits from the trial interventions is an important finding and provides direction for future investigations into the effect of rehabilitation. The multimorbid post-ICU population may be a select population for future prospective investigations into the effect of physical rehabilitation.
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Affiliation(s)
- Jennifer R A Jones
- Physiotherapy Department, The University of Melbourne, Parkville, Victoria, Australia
- Physiotherapy Department, Division of Allied Health, Austin Health, Heidelberg, Victoria, Australia
- Institute of Breathing and Sleep, Heidelberg, Victoria, Australia
| | - Amalia Karahalios
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
| | - Zudin A Puthucheary
- William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, England, United Kingdom
- Adult Critical Care Unit, Royal London Hospital, Barts Health NHS Trust, London, England, United Kingdom
| | - Michael J Berry
- Department of Health and Exercise Science, Wake Forest University, Winston Salem, NC
| | - D Clark Files
- Pulmonary, Critical Care, Allergy and Immunologic Disease, Wake Forest University, Winston-Salem, NC
- Wake Forest Critical Illness Injury and Recovery Research Center, Wake Forest University, Winston Salem, NC
| | - David M Griffith
- Deanery of Molecular, Genetic and Population Health Sciences, The University of Edinburgh, Edinburgh, United Kingdom
- Royal Infirmary of Edinburgh, NHS (National Health Service) Lothian, Edinburgh, Scotland, United Kingdom
| | - Luke A McDonald
- Physiotherapy Department, Division of Allied Health, Austin Health, Heidelberg, Victoria, Australia
| | - Peter E Morris
- Division of Pulmonary, Allergy and Critical Care Medicine, University of Alabama at Birmingham, Birmingham, AL
| | - Marc Moss
- Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado School of Medicine, Aurora, CO
| | - Amy Nordon-Craft
- Physical Therapy Program, University of Colorado School of Medicine, Aurora, CO
| | - Timothy Walsh
- Deanery of Molecular, Genetic and Population Health Sciences, The University of Edinburgh, Edinburgh, United Kingdom
- Anaesthetics, Critical Care, and Pain Medicine, School of Clinical Sciences, Queens Medical Research Institute, University of Edinburgh, Edinburgh, Scotland, United Kingdom
- Centre for Population Health Sciences, Usher Institute, University of Edinburgh, Edinburgh, Scotland, United Kingdom
| | - Sue Berney
- Physiotherapy Department, The University of Melbourne, Parkville, Victoria, Australia
- Physiotherapy Department, Division of Allied Health, Austin Health, Heidelberg, Victoria, Australia
| | - Linda Denehy
- Physiotherapy Department, The University of Melbourne, Parkville, Victoria, Australia
- Melbourne School of Health Sciences, The University of Melbourne, Parkville, Victoria, Australia
- Allied Health, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
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12
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Lyu G, Nakayama M. Prediction of respiratory failure risk in patients with pneumonia in the ICU using ensemble learning models. PLoS One 2023; 18:e0291711. [PMID: 37733699 PMCID: PMC10513189 DOI: 10.1371/journal.pone.0291711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 09/04/2023] [Indexed: 09/23/2023] Open
Abstract
The aim of this study was to develop early prediction models for respiratory failure risk in patients with severe pneumonia using four ensemble learning algorithms: LightGBM, XGBoost, CatBoost, and random forest, and to compare the predictive performance of each model. In this study, we used the eICU Collaborative Research Database (eICU-CRD) for sample extraction, built a respiratory failure risk prediction model for patients with severe pneumonia based on four ensemble learning algorithms, and developed compact models corresponding to the four complete models to improve clinical practicality. The average area under receiver operating curve (AUROC) of the models on the test sets after ten random divisions of the dataset and the average accuracy at the best threshold were used as the evaluation metrics of the model performance. Finally, feature importance and Shapley additive explanation values were introduced to improve the interpretability of the model. A total of 1676 patients with pneumonia were analyzed in this study, of whom 297 developed respiratory failure one hour after admission to the intensive care unit (ICU). Both complete and compact CatBoost models had the highest average AUROC (0.858 and 0.857, respectively). The average accuracies at the best threshold were 75.19% and 77.33%, respectively. According to the feature importance bars and summary plot of the predictor variables, activetx (indicates whether the patient received active treatment), standard deviation of prothrombin time-international normalized ratio, Glasgow Coma Scale verbal score, age, and minimum oxygen saturation and respiratory rate were important. Compared with other ensemble learning models, the complete and compact CatBoost models have significantly higher average area under the curve values on the 10 randomly divided test sets. Additionally, the standard deviation (SD) of the compact CatBoost model is relatively small (SD:0.050), indicating that the performance of the compact CatBoost model is stable among these four ensemble learning models. The machine learning predictive models built in this study will help in early prediction and intervention of respiratory failure risk in patients with pneumonia in the ICU.
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Affiliation(s)
- Guanqi Lyu
- Department of Medical Informatics, Tohoku University Graduate School of Medicine, Miyagi, Japan
| | - Masaharu Nakayama
- Department of Medical Informatics, Tohoku University Graduate School of Medicine, Miyagi, Japan
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13
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Caldwell C, Verghese J, Gong MN, Kim M, Hope AA. Frailty, Acute Brain Dysfunction, and Posthospitalization Disability Outcomes in Critically Ill Older Adults. Am J Crit Care 2023; 32:256-263. [PMID: 37391376 DOI: 10.4037/ajcc2023858] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/02/2023]
Abstract
BACKGROUND Identifying potentially modifiable factors that mediate adverse outcomes in frail adults with critical illness may facilitate development of interventions to improve intensive care unit (ICU) survivorship. OBJECTIVES To estimate the relationship between frailty, acute brain dysfunction (as reflected by delirium or persistent coma), and 6-month disability outcomes. METHODS Older adults (aged ≥50 years) admitted to the ICU were enrolled prospectively. Frailty was identified with the Clinical Frailty Scale. Delirium and coma were assessed daily with the Confusion Assessment Method for the ICU and the Richmond Agitation-Sedation Scale, respectively. Disability outcomes (death and severe physical disability [defined as new dependence in 5 or more activities of daily living]) were assessed by telephone within 6 months after discharge. RESULTS In 302 older adults (mean [SD] age, 67.2 [10.8] y), both frail and vulnerable patients had a higher risk for acute brain dysfunction (adjusted odds ratio [AOR], 2.9 [95% CI, 1.5-5.6], and 2.0 [95% CI, 1.0-4.1], respectively) compared with fit patients. Both frailty and acute brain dysfunction were independently associated with death or severe disability at 6 months (AOR, 3.3 [95% CI, 1.6-6.5] and 2.4 [95% CI, 1.4 -4.0], respectively). The average proportion of the frailty effect mediated by acute brain dysfunction was estimated to be 12.6% (95% CI, 2.1%-23.1%; P = .02). CONCLUSION Frailty and acute brain dysfunction were important independent predictors of disability outcomes in older adults with critical illness. Acute brain dysfunction may be an important mediator of increased risk for physical disability outcomes after critical illness.
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Affiliation(s)
- Corrielle Caldwell
- Corrielle Caldwell was a critical care medicine fellow, Department of Medicine, Division of Critical Care Medicine, Montefiore Medical Center, Bronx, New York; she is currently an intensivist at Prisma Health, Sumter, South Carolina
| | - Joe Verghese
- Joe Verghese is a professor, Department of Medicine, Division of Cognitive and Motor Aging and Geriatrics, Albert Einstein College of Medicine, Bronx, New York
| | - Michelle N Gong
- Michelle N. Gong is a professor, Department of Medicine, Divisions of Pulmonary and Critical Care Medicine, Montefiore Medical Center, and a professor, Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
| | - Mimi Kim
- Mimi Kim is a professor, Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
| | - Aluko A Hope
- Aluko A. Hope is an associate professor, Department of Medicine, Division of Pulmonary, Allergy and Critical Care Medicine, Oregon Health & Science University, Portland, Oregon, and this work was completed while he was at the Department of Medicine, Division of Critical Care Medicine, Montefiore Medical Center, Bronx, New York
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14
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Jain S. Preexisting Care Needs and Long-Term Outcomes After Mechanical Ventilation: Are We Any Closer to Informing Treatment Choices for Older Adults? Crit Care Med 2023; 51:683-685. [PMID: 37052439 DOI: 10.1097/ccm.0000000000005827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/14/2023]
Affiliation(s)
- Snigdha Jain
- Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT
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15
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Brunker LB, Boncyk CS, Rengel KF, Hughes CG. Elderly Patients and Management in Intensive Care Units (ICU): Clinical Challenges. Clin Interv Aging 2023; 18:93-112. [PMID: 36714685 PMCID: PMC9879046 DOI: 10.2147/cia.s365968] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Accepted: 01/12/2023] [Indexed: 01/23/2023] Open
Abstract
There is a growing population of older adults requiring admission to the intensive care unit (ICU). This population outpaces the ability of clinicians with geriatric training to assist in their management. Specific training and education for intensivists in the care of older patients is valuable to help understand and inform clinical care, as physiologic changes of aging affect each organ system. This review highlights some of these aging processes and discusses clinical implications in the vulnerable older population. Other considerations when caring for these older patients in the ICU include functional outcomes and morbidity, as opposed to merely a focus on mortality. An overall holistic approach incorporating physiology of aging, applying current evidence, and including the patient and their family in care should be used when caring for older adults in the ICU.
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Affiliation(s)
- Lucille B Brunker
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Christina S Boncyk
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, USA
- Critical Illness, Brain Dysfunction, and Survivorship (CIBS) Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Kimberly F Rengel
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, USA
- Critical Illness, Brain Dysfunction, and Survivorship (CIBS) Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Christopher G Hughes
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, USA
- Critical Illness, Brain Dysfunction, and Survivorship (CIBS) Center, Vanderbilt University Medical Center, Nashville, TN, USA
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16
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Elsalam S, Morsy W, Youseif M, Mohammed F. Effect of implementing mobility protocol on selected outcomes among critically ill elderly patients. EGYPTIAN NURSING JOURNAL 2023; 20:104. [DOI: 10.4103/enj.enj_24_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
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17
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Kim T, Park SY, Oh IH. Health-related factors leading to disabilities in Korea: Survival analysis. Front Public Health 2022; 10:1048044. [PMID: 36620295 PMCID: PMC9813747 DOI: 10.3389/fpubh.2022.1048044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 12/06/2022] [Indexed: 12/24/2022] Open
Abstract
The purpose of this study is to analyze (a) population and socioeconomic factors affecting disability, excluding the occurrence of disability due to accidents and congenital diseases, and (b) health-related behavioral factors and factors that can prevent and reduce the cause of disability due to disease in Korea. This study was a longitudinal research. Data were obtained from The 2018 Korean Health Panel (KHP) is a survey jointly conducted by the Korea Institute of Health and Social Affairs and the National Health Insurance Service. A total of 7, 372 (Mage = 52.14, SD = 21.39; Male = 47.52%) were analyzed in this study. People with Higher education attainments and more income levels were associated with lower hazard of developing new disabilities (all p < 0.05). In this study, the health factors that could be related to the occurrence of new disabilities were smoking, alcohol consumption, physical activity, and stress (all p < 0.0001). However, physical activity was negatively associated with the risk of developing a disability at all follow-ups (p < 0.05). Higher scores on the number of chronic diseases (valid scores = 0, 1, 2, 3, or more) represented a greater level of newly developing disability present at all follow-ups (all p < 0.0001). This longitudinal study confirmed the relationship between health-related factors and specific chronic diseases. Its findings can be used as a crucial foundation for establishing healthcare policies and services that can lower and prevent disability by preventing and reducing specific negative health behaviors and unhealthy behavioral factors, and alleviating chronic diseases in Korea.
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Affiliation(s)
- TaeEung Kim
- Department of Preventive Medicine, School of Medicine, Kyung Hee University, Seoul, South Korea
| | - So-Youn Park
- Department of Medical Education and Humanities, School of Medicine, Kyung Hee University, Seoul, South Korea
| | - In-Hwan Oh
- Department of Preventive Medicine, School of Medicine, Kyung Hee University, Seoul, South Korea,*Correspondence: In-Hwan Oh ✉
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18
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Geen O, Perrella A, Rochwerg B, Wang XM. Applying the geriatric 5Ms in critical care: the ICU-5Ms. Can J Anaesth 2022; 69:1080-1085. [PMID: 35689016 DOI: 10.1007/s12630-022-02270-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 03/28/2022] [Accepted: 03/29/2022] [Indexed: 11/28/2022] Open
Affiliation(s)
- Olivia Geen
- Division of Geriatric Medicine, Department of Medicine, McMaster University, Hamilton, ON, Canada.
| | - Andrew Perrella
- Department of Internal Medicine, McMaster University, Hamilton, ON, Canada
| | - Bram Rochwerg
- Division of Critical Care Medicine, Department of Medicine, McMaster University, Hamilton, ON, Canada
- Department of Health Research Methods, Impact and Evidence, McMaster University, Hamilton, ON, Canada
| | - Xuyi Mimi Wang
- Division of Geriatric Medicine, Department of Medicine, McMaster University, Hamilton, ON, Canada
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19
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Cobert J, Jeon SY, Boscardin J, Chapman AC, Ferrante LE, Lee S, Smith AK. Trends in Geriatric Conditions Among Older Adults Admitted to US ICUs Between 1998 and 2015. Chest 2022; 161:1555-1565. [PMID: 35026299 PMCID: PMC9248079 DOI: 10.1016/j.chest.2021.12.658] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2021] [Revised: 11/23/2021] [Accepted: 12/23/2021] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Older adults are increasingly admitted to the ICU, and those with disabilities, dementia, frailty, and multimorbidity are vulnerable to adverse outcomes. Little is known about how pre-existing geriatric conditions have changed over time. RESEARCH QUESTION How have changes in disability, dementia, frailty, and multimorbidity in older adults admitted to the ICU changed from 1998 through 2015? STUDY DESIGN AND METHODS Medicare-linked Health and Retirement Survey (HRS) data identifying patients 65 years of age and older admitted to an ICU between 1998 and 2015. ICU admission was the unit of analysis. Year of ICU admission was the exposure. Disability, dementia, frailty, and multimorbidity were identified based on responses to HRS surveys before ICU admission. Disability represented the need for assistance with ≥ 1 activity of daily living. Dementia used cognitive and functional measures. Frailty included deficits in ≥ 2 domains (physical, nutritive, cognitive, or sensory function). Multimorbidity represented ≥ 3 self-reported chronic diseases. Time trends in geriatric conditions were modeled as a function of year of ICU admission and were adjusted for age, sex, race or ethnicity, and proxy interview status. RESULTS Across 6,084 ICU patients, age at admission increased from 77.6 years (95% CI, 76.7-78.4 years) in 1998 to 78.7 years (95% CI, 77.5-79.8 years) in 2015 (P < .001 for trend). The adjusted proportion of ICU admissions with pre-existing disability rose from 15.5% (95% CI, 12.1%-18.8%) in 1998 to 24.0% (95% CI, 18.5%-29.6%) in 2015 (P = .001). Rates of dementia did not change significantly (P = .21). Frailty increased from 36.6% (95% CI, 30.9%-42.3%) in 1998 to 45.0% (95% CI, 39.7%-50.2%) in 2015 (P = .04); multimorbidity rose from 54.4% (95% CI, 49.2%-59.7%) in 1998 to 71.8% (95% CI, 66.3%-77.2%) in 2015 (P < .001). INTERPRETATION Rates of pre-existing disability, frailty, and multimorbidity in older adults admitted to ICUs increased over time. Geriatric principles need to be deeply integrated into the ICU setting.
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Affiliation(s)
- Julien Cobert
- Anesthesia Service, San Francisco VA Health Care System, San Francisco, CA; Department of Anesthesiology, University of California, San Francisco, CA.
| | - Sun Young Jeon
- Division of Geriatrics, Department of Medicine, University of California, San Francisco, CA; Department of Geriatrics, Palliative, and Extended Care, Veterans Affairs Medical Center, San Francisco, CA
| | - John Boscardin
- Division of Geriatrics, Department of Medicine, University of California, San Francisco, CA; Department of Geriatrics, Palliative, and Extended Care, Veterans Affairs Medical Center, San Francisco, CA; Department of Epidemiology and Biostatistics, University of California, San Francisco, CA
| | - Allyson C Chapman
- Division of Critical Care and Palliative Medicine, Department of Internal Medicine, University of California, San Francisco, CA; Department of Surgery, University of California, San Francisco, CA
| | - Lauren E Ferrante
- Section of Pulmonary, Critical Care, and Sleep Medicine, Yale School of Medicine, New Haven, CT
| | - Sei Lee
- Division of Geriatrics, Department of Medicine, University of California, San Francisco, CA; Department of Geriatrics, Palliative, and Extended Care, Veterans Affairs Medical Center, San Francisco, CA
| | - Alexander K Smith
- Division of Geriatrics, Department of Medicine, University of California, San Francisco, CA; Department of Geriatrics, Palliative, and Extended Care, Veterans Affairs Medical Center, San Francisco, CA
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20
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Falvey JR, Murphy TE, Leo-Summers L, Gill TM, Ferrante LE. Neighborhood Socioeconomic Disadvantage and Disability After Critical Illness. Crit Care Med 2022; 50:733-741. [PMID: 34636807 PMCID: PMC9001742 DOI: 10.1097/ccm.0000000000005364] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Factors common to socioeconomically disadvantaged neighborhoods, such as low availability of transportation, may limit access to restorative care services for critical illness survivors. Our primary objective was to evaluate whether neighborhood socioeconomic disadvantage was associated with an increased disability burden after critical illness. Our secondary objective was to determine if the effect differed for those discharged to the community compared with those discharged to a facility. DESIGN Longitudinal cohort study with linked Medicare claims data. SETTING United States. PATIENTS One hundred ninety-nine older adults, contributing to 239 ICU admissions, who underwent monthly assessments of disability for 12 months following hospital discharge in 13 different functional tasks from 1998 to 2017. MEASUREMENTS AND MAIN RESULTS Neighborhood disadvantage was assessed using the area deprivation index, a 1-100 ranking evaluating poverty, housing, and employment metrics. Those living in disadvantaged neighborhoods (top quartile of scores) were less likely to self-identify as non-Hispanic White compared with those in more advantaged neighborhoods. In adjusted models, older adults living in disadvantaged neighborhoods had a 9% higher disability burden over the 12 months following ICU discharge compared with those in more advantaged areas (rate ratio, 1.09; 95% Bayesian credible interval, 1.02-1.16). In the secondary analysis adjusting for discharge destination, neighborhood disadvantage was associated with a 14% increase in disability burden over 12 months of follow-up (rate ratio, 1.14; 95% credible interval, 1.07-1.21). Disability burden was 10% higher for those living in disadvantaged neighborhoods and discharged home as compared with those discharged to a facility, but this difference was not statistically significant (interaction rate ratio, 1.10; 95% credible interval, 0.98-1.25). CONCLUSIONS Neighborhood socioeconomic disadvantage is associated with a higher disability burden in the 12 months after a critical illness. Future studies should evaluate barriers to functional recovery for ICU survivors living in disadvantaged neighborhoods.
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Affiliation(s)
- Jason R. Falvey
- Department of Physical Therapy and Rehabilitation Science, University of Maryland School of Medicine, Baltimore, MD
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD
- Yale School of Medicine, Section of Geriatrics, Department of Internal Medicine, New Haven, CT
| | - Terrence E. Murphy
- Yale School of Medicine, Section of Geriatrics, Department of Internal Medicine, New Haven, CT
| | - Linda Leo-Summers
- Yale School of Medicine, Section of Geriatrics, Department of Internal Medicine, New Haven, CT
| | - Thomas M. Gill
- Yale School of Medicine, Section of Geriatrics, Department of Internal Medicine, New Haven, CT
| | - Lauren E. Ferrante
- Yale School of Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Internal Medicine
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21
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Prevett C, Moncion K, Phillips S, Richardson J, Tang A. The role of resistance training in mitigating risk for mobility disability in community-dwelling older adults: a systematic review and meta-analysis. Arch Phys Med Rehabil 2022; 103:2023-2035. [PMID: 35504310 DOI: 10.1016/j.apmr.2022.04.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 02/15/2022] [Accepted: 04/06/2022] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To examine the effects of community-based resistance training (RT) on physical function for older adults with mobility disability. DATA SOURCES Four databases (PEDro, MedLine, Ovid, CINAHL and Web of Science) were searched from inception to February 2, 2021. STUDY SELECTION Randomized controlled trials that examined community-based RT for improving physical function in community-dwelling older adults were included. DATA EXTRACTION Two reviewers independently conducted title and abstract screening, full-text evaluation, data extraction, and risk of bias quality assessment. DATA SYNTHESIS Twenty-four studies (3,656 participants, age range 63-83 years) were included. RT programs ranged from 10 weeks to 18 months in duration. RT was more effective than control in improving 6MWT distance (n=638; mean difference (MD) 16.1 meters; 95% CI 12.27-19.94, p<0.0001), lower extremity strength (n=785; standard MD 2.01; 95% CI 1.27-2.75, p<0.0001) and usual gait speed (n= 2,106; MD 0.05 meters/second, 95% CI 0.03-0.07, p<0.001). In sensitivity analyses, benefits were maintained when studies with a high risk of bias were excluded. There was no effect of RT on fast gait speed or Short Physical Performance Battery score compared to control. CONCLUSIONS RT improves walking distance, lower extremity strength, and usual gait speed in older adults with mobility disability. Improvements in physical function could increase independence in activities of daily living for this at-risk population.
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Affiliation(s)
- Christina Prevett
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada, L8S 1C7
| | - Kevin Moncion
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada, L8S 1C7
| | - Stuart Phillips
- Department of Kinesiology, McMaster University, Hamilton, Ontario, Canada, L8S 1C7
| | - Julie Richardson
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada, L8S 1C7
| | - Ada Tang
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada, L8S 1C7.
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22
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Wissanji T, Forget MF, Muscedere J, Beaudin D, Coveney R, Wang HT. Models of Care in Geriatric Intensive Care-A Scoping Review on the Optimal Structure of Care for Critically Ill Older Adults Admitted in an ICU. Crit Care Explor 2022; 4:e0661. [PMID: 35382113 PMCID: PMC8974598 DOI: 10.1097/cce.0000000000000661] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
A growing proportion of critically ill patients admitted in ICUs are older adults. The need for improving care provided to older adults in critical care settings to optimize functional status and quality of life for survivors is acknowledged, but the optimal model of care remains unknown. We aimed to identify and describe reported models of care. DATA SOURCES We conducted a scoping review on critically ill older adults hospitalized in the ICU. Medline (PubMed), Embase (OvidSP), Cumulative Index to Nursing and Allied Health Literature (Ebsco), and Web of Science (Clarivate) were searched from inception to May 5, 2020. STUDY SELECTION We included original articles, published abstracts, review articles, editorials, and commentaries describing or discussing the implementation of geriatric-based models of care in critical care, step-down units, and trauma centers. The organization of care had to be described. Articles only discussing geriatric syndromes and specific interventions were not included. DATA EXTRACTION Full texts of included studies were obtained. We collected publication and study characteristics, structures of care, human resources used, interventions done or proposed, results, and measured outcomes. Data abstraction was done by two investigators and reconciled, and disagreements were resolved by discussion. DATA SYNTHESIS Our search identified 3,765 articles, and we found 19 reporting on the implementation of geriatric-based models of care in the setting of critical care. Four different models of care were identified: dedicated geriatric beds, geriatric assessment by a geriatrician, geriatric assessment without geriatrician, and a fourth model called "other approaches" including geriatric checklists, bundles of care, and incremental educational strategies. We were unable to assess the superiority of any model due to limited data. CONCLUSIONS Multiple models have been reported in the literature with varying degrees of resource and labor intensity. More data are required on the impact of these models, their feasibility, and cost-effectiveness.
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Affiliation(s)
- Tasheen Wissanji
- Department of Medicine, Division of General Internal Medicine, Hôpital Sacré-Cœur de Montréal, Montréal, QC, Canada
| | - Marie-France Forget
- Department of Medicine, Division of Geriatric Medicine, Centre hospitalier de l'Université de Montréal, Montréal, QC, Canada
| | - John Muscedere
- Department of Critical Care Medicine, Faculty of Health Sciences, Queen's University, Kingston, ON, Canada
| | - Dominique Beaudin
- Department of Medicine, Division of Geriatric Medicine, Hôpital Maisonneuve-Rosemont, CIUSSS de l'Est-de-l'île-de-Montréal, Montréal, QC, Canada
| | - Richard Coveney
- Teaching Department/Library, Hôpital Maisonneuve-Rosemont, CIUSSS de l'Est-de-l'île-de-Montréal, Montréal, QC, Canada
| | - Han Ting Wang
- Department of Medicine, Division of Internal and Critical Care Medicine, Centre hospitalier de l'Université de Montréal, Montréal, QC, Canada
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Out-of-the-ICU Mobilization in Critically Ill Patients: The Safety of a New Model of Rehabilitation. Crit Care Explor 2022; 4:e0604. [PMID: 35018344 PMCID: PMC8735809 DOI: 10.1097/cce.0000000000000604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Early mobilization of ICU patients has been reported to be safe and feasible. Recently, our ICU implemented out-of-the-ICU wheelchair excursions as a daily rehabilitation practice. The aim of this study is to investigate the safety of participation in the out-of-the-ICU program for early mobilization.
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Kawai Y, Hamamoto M, Miura A, Yamaguchi M, Masuda Y, Iwata M, Kanbe M, Ikematsu Y. Prevalence of and factors associated with physical restraint use in the intensive care unit: a multicenter prospective observational study in Japan. Intern Emerg Med 2022; 17:37-42. [PMID: 33852145 DOI: 10.1007/s11739-021-02737-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Accepted: 04/02/2021] [Indexed: 11/26/2022]
Abstract
Physical restraint is widely used in the intensive care unit (ICU) to ensure patient safety despite its ethical implications. We performed a prospective observational study in six ICUs in Japan to determine the prevalence of and factors associated with physical restraint use in the ICU, a phenomenon that has not yet been reported on in Japan. Data were collected on 10 random days between November 2018 and February 2019. We evaluated physical restraint use in ICU patients aged ≥ 20 years during the data collection days. Among the 787 observations, the prevalence of physical restraint use was 32.9%; however, it was 41.5% in patients receiving invasive mechanical ventilation (IMV). The average age of patients was 68.5 years, and the average Acute Physiologic Assessment and Chronic Health Evaluation (APACHE) II score was 19.4. Among the included patients, 52.1% received IMV, and 17.2% were diagnosed with delirium. Logistic regression analysis revealed that the independent factors [odds ratio (95% confidence interval)] associated with physical restraint use were age [1.02 (1.00-1.05)], APACHE II score [1.05 (1.01-1.09)], IMV [2.15 (1.16-4.01)], central venous catheter indwelling [2.66 (1.46-4.85)], sedative medication [2.98 (1.72-5.17)], agitation [7.83 (2.96-20.8)], and delirium [4.16 (2.37-7.29)]. Approximately one-third of the ICU patients required physical restraint in Japan. In addition, physical restraint use was influenced by disease severity, mental condition, and the medical apparatus used. Based on these findings, further investigations are imperative to develop strategies to reduce physical restraint use.
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Affiliation(s)
- Yusuke Kawai
- Department of Nursing, Fujita Health University Hospital, 1-98 Dengakugakubo, Kutsukake-cho, Toyoake, Aichi, 470-1192, Japan.
| | - Miya Hamamoto
- Department of Nursing, Tosei General Hospital, 160 Nishioiwake-cho, Seto, Aichi, 489-8642, Japan
| | - Atsuko Miura
- Intensive Care Unit, Toyohashi Municipal Hospital, 50 Aza Hachiken Nishi, Aotake-cho, Toyohashi, Aichi, 441-8570, Japan
| | - Mayumi Yamaguchi
- Intensive Care Unit, Aichi Cancer Center Hospital, 1-1 Kanokoden, Chikusa-ku, Nagoya, Aichi, 464-8681, Japan
| | - Yukari Masuda
- National Hospital Organization Nagoya Medical Center, 4-1-1 Sannomaru, Naka-ku, Nagoya, Aichi, 460-0001, Japan
| | - Maiko Iwata
- Department of Nursing, Nagoya City University Hospital, 1 Kawasumi Mizuho-cho, Mizuho-ku, Nagoya, Aichi, 467-8602, Japan
| | - Miki Kanbe
- Department of Nursing, Fujita Health University Hospital, 1-98 Dengakugakubo, Kutsukake-cho, Toyoake, Aichi, 470-1192, Japan
| | - Yuko Ikematsu
- Department of Nursing, Nagoya University Graduate School of Medicine, 1-1-20 Daiko-Minami, Higashi-ku, Nagoya, Aichi, 461-8673, Japan
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Kennedy C, O'Shea R, De Ranieri D. Physical Therapy Interventions and Outcome Measures for a Patient Diagnosed with Anti-NMDA Receptor Encephalitis. Pediatr Ann 2021; 50:e437-e443. [PMID: 34617842 DOI: 10.3928/19382359-20210917-01] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Anti-N-methyl-D-aspartate (NMDA) receptor encephalitis is the most common cause of autoimmune encephalitis after acute demyelinating encephalitis. Patients usually present with acute behavioral changes, psychosis, and abnormal limb movements and can also present with symptoms of catatonia. Treatment typically consists of an immunotherapy protocol consisting of intravenous immunoglobulin, corticosteroids, and plasmapheresis. This article describes the medical treatment, physical therapy (PT) interventions, and outcomes of a 16-year-old patient with anti-NMDA receptor encephalitis with malignant catatonia. Using PT interventions such as bed mobility, transfer, and gait training, and parent education initially, and progressing to balance re-education and age-appropriate functional tasks the patient was able to progress and be discharged to home with family with a recommendation for continued PT treatment in the outpatient setting. [Pediatr Ann. 2021;50(10):e437-e443.].
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Jones LC, Dion C, Efron PA, Price CC. Sepsis and Cognitive Assessment. J Clin Med 2021; 10:4269. [PMID: 34575380 PMCID: PMC8470110 DOI: 10.3390/jcm10184269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Revised: 09/10/2021] [Accepted: 09/13/2021] [Indexed: 12/03/2022] Open
Abstract
Sepsis disproportionally affects people over the age of 65, and with an exponentially increasing older population, sepsis poses additional risks for cognitive decline. This review summarizes published literature for (1) authorship qualification; (2) the type of cognitive domains most often assessed; (3) timelines for cognitive assessment; (4) the control group and analysis approach, and (5) sociodemographic reporting. Using key terms, a PubMed database review from January 2000 to January 2021 identified 3050 articles, and 234 qualified as full text reviews with 18 ultimately retained as summaries. More than half (61%) included an author with an expert in cognitive assessment. Seven (39%) relied on cognitive screening tools for assessment with the remaining using a combination of standard neuropsychological measures. Cognitive domains typically assessed were declarative memory, attention and working memory, processing speed, and executive function. Analytically, 35% reported on education, and 17% included baseline (pre-sepsis) data. Eight (44%) included a non-sepsis peer group. No study considered sex or race/diversity in the statistical model, and only five studies reported on race/ethnicity, with Caucasians making up the majority (74%). Of the articles with neuropsychological measures, researchers report acute with cognitive improvement over time for sepsis survivors. The findings suggest avenues for future study designs.
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Affiliation(s)
- Laura C. Jones
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL 32610, USA; (L.C.J.); (C.D.)
- Perioperative Cognitive Anesthesia Network, Department of Anesthesia University of Florida, Gainesville, FL 32610, USA
| | - Catherine Dion
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL 32610, USA; (L.C.J.); (C.D.)
- Perioperative Cognitive Anesthesia Network, Department of Anesthesia University of Florida, Gainesville, FL 32610, USA
| | - Philip A. Efron
- Department of Surgery, University of Florida, Gainesville, FL 32610, USA;
| | - Catherine C. Price
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL 32610, USA; (L.C.J.); (C.D.)
- Perioperative Cognitive Anesthesia Network, Department of Anesthesia University of Florida, Gainesville, FL 32610, USA
- Department of Anesthesiology, University of Florida, Gainesville, FL 32610, USA
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National Trends and Variation of Functional Status Deterioration in the Medically Critically Ill. Crit Care Med 2021; 48:1556-1564. [PMID: 32886469 DOI: 10.1097/ccm.0000000000004524] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Physical and psychologic deficits after an ICU admission are associated with lower quality of life, higher mortality, and resource utilization. This study aimed to examine the prevalence and secular changes of functional status deterioration during hospitalization among nonsurgical critical illness survivors over the past decade. DESIGN We performed a retrospective longitudinal cohort analysis. SETTING Analysis performed using the Cerner Acute Physiology and Chronic Health Evaluation outcomes database which included manually abstracted data from 236 U.S. hospitals from 2008 to 2016. PATIENTS We included nonsurgical adult ICU patients who survived their hospitalization and had a functional status documented at ICU admission and hospital discharge. Physical functional status was categorized as fully independent, partially dependent, or fully dependent. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Functional status deterioration occurred in 38,116 patients (29.3%). During the past decade, functional status deterioration increased in each disease category, as well as overall (prevalence rate ratio, 1.15; 95% CI, 1.13-1.17; p < 0.001). Magnitude of functional status deterioration also increased over time (odds ratio, 1.03; 95% CI, 1.03-1.03; p < 0.001) with hematological, sepsis, neurologic, and pulmonary disease categories having the highest odds of severe functional status deterioration. CONCLUSIONS Following nonsurgical critical illness, the prevalence of functional status deterioration and magnitude increased in a nationally representative cohort, despite efforts to reduce ICU dysfunction over the past decade. Identifying the prevalence of functional status deterioration and primary etiologies associated with functional status deterioration will elucidate vital areas for further research and targeted interventions. Reducing ICU debilitation for key disease processes may improve ICU survivor mortality, enhance quality of life, and decrease healthcare utilization.
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Abstract
OBJECTIVES Although patient's health status before ICU admission is the most important predictor for long-term outcomes, it is often not taken into account, potentially overestimating the attributable effects of critical illness. Studies that did assess the pre-ICU health status often included specific patient groups or assessed one specific health domain. Our aim was to explore patient's physical, mental, and cognitive functioning, as well as their quality of life before ICU admission. DESIGN Baseline data were used from the longitudinal prospective MONITOR-IC cohort study. SETTING ICUs of four Dutch hospitals. PATIENTS Adult ICU survivors (n = 2,467) admitted between July 2016 and December 2018. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Patients, or their proxy, rated their level of frailty (Clinical Frailty Scale), fatigue (Checklist Individual Strength-8), anxiety and depression (Hospital Anxiety and Depression Scale), cognitive functioning (Cognitive Failure Questionnaire-14), and quality of life (Short Form-36) before ICU admission. Unplanned patients rated their pre-ICU health status retrospectively after ICU admission. Before ICU admission, 13% of all patients was frail, 65% suffered from fatigue, 28% and 26% from symptoms of anxiety and depression, respectively, and 6% from cognitive problems. Unplanned patients were significantly more frail and depressed. Patients with a poor pre-ICU health status were more often likely to be female, older, lower educated, divorced or widowed, living in a healthcare facility, and suffering from a chronic condition. CONCLUSIONS In an era with increasing attention for health problems after ICU admission, the results of this study indicate that a part of the ICU survivors already experience serious impairments in their physical, mental, and cognitive functioning before ICU admission. Substantial differences were seen between patient subgroups. These findings underline the importance of accounting for pre-ICU health status when studying long-term outcomes.
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Mankowski RT, Thomas RM, Darden DB, Gharaibeh RZ, Hawkins RB, Cox MC, Apple C, Nacionales DC, Ungaro RF, Dirain ML, Moore FA, Leeuwenburgh C, Brakenridge SC, Clanton TL, Laitano O, Moldawer LL, Mohr AM, Efron PA. Septic Stability? Gut Microbiota in Young Adult Mice Maintains Overall Stability After Sepsis Compared to Old Adult Mice. Shock 2021; 55:519-525. [PMID: 32826817 PMCID: PMC7895866 DOI: 10.1097/shk.0000000000001648] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BACKGROUND Older adults have worse outcomes after sepsis than young adults. Additionally, alterations of the gut microbiota have been demonstrated to contribute to sepsis-related mortality. We sought to determine if there were alterations in the gut microbiota with a novel sepsis model in old adult mice, which enter a state of persistent inflammation, immunosuppression, and catabolism (PICS), as compared with young adult mice, which recover with the sepsis model. METHODS Mixed sex old (∼20 mo) and young (∼4 mo) C57Bl/6J mice underwent cecal ligation and puncture with daily chronic stress (CLP+DCS) and were compared with naive age-matched controls. Mice were sacrificed at CLP+DCS day 7 and feces collected for bacterial DNA isolation. The V3-V4 hypervariable region was amplified, 16S rRNA gene sequencing performed, and cohorts compared. α-Diversity was assessed using Chao1 and Shannon indices using rarefied counts, and β-diversity was assessed using Bray-Curtis dissimilarity. RESULTS Naive old adult mice had significantly different α and β-diversity compared with naive adult young adult mice. After CLP+DCS, there was a significant shift in the α and β-diversity (FDR = 0.03 for both) of old adult mice (naive vs. CLP+DCS). However, no significant shift was displayed in the microbiota of young mice that underwent CLP+DCS in regards to α-diversity (FDR = 0.052) and β-diversity (FDR = 0.12), demonstrating a greater overall stability of their microbiota at 7 days despite the septic insult. The taxonomic changes in old mice undergoing CLP+DCS were dominated by decreased abundance of the order Clostridiales and genera Oscillospira. CONCLUSION Young adult mice maintain an overall microbiome stability 7 days after CLP+DCS after compared with old adult mice. The lack of microbiome stability could contribute to PICS and worse long-term outcomes in older adult sepsis survivors. Further studies are warranted to elucidate mechanistic pathways and potential therapeutics.
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Affiliation(s)
- Robert T. Mankowski
- Department of Aging and Geriatric Research; University of Florida College of Medicine; Gainesville, FL, USA
| | - Ryan M. Thomas
- Department of Surgery; University of Florida College of Medicine; Gainesville, FL, USA
- Department of Molecular Genetics and Microbiology; University of Florida College of Medicine; Gainesville, FL, USA
- Section of General Surgery; North Florida/South Georgia Veterans Health System; Gainesville, FL, USA
| | - Dijoia B. Darden
- Department of Surgery; University of Florida College of Medicine; Gainesville, FL, USA
| | | | - Russell B. Hawkins
- Department of Surgery; University of Florida College of Medicine; Gainesville, FL, USA
| | - Michael C. Cox
- Department of Surgery; University of Florida College of Medicine; Gainesville, FL, USA
| | - Camille Apple
- Department of Surgery; University of Florida College of Medicine; Gainesville, FL, USA
| | - Dina C. Nacionales
- Department of Surgery; University of Florida College of Medicine; Gainesville, FL, USA
| | - Ricardo F. Ungaro
- Department of Surgery; University of Florida College of Medicine; Gainesville, FL, USA
| | - Marvin L. Dirain
- Department of Surgery; University of Florida College of Medicine; Gainesville, FL, USA
| | - Fredrick A. Moore
- Department of Surgery; University of Florida College of Medicine; Gainesville, FL, USA
| | - Christiaan Leeuwenburgh
- Department of Aging and Geriatric Research; University of Florida College of Medicine; Gainesville, FL, USA
| | - Scott C. Brakenridge
- Department of Surgery; University of Florida College of Medicine; Gainesville, FL, USA
| | - Thomas L. Clanton
- Department of Applied Physiology & Kinesiology; University of Florida College of Health and Human Performance; Gainesville, FL, USA
| | - Orlando Laitano
- Department of Applied Physiology & Kinesiology; University of Florida College of Health and Human Performance; Gainesville, FL, USA
| | - Lyle L. Moldawer
- Department of Surgery; University of Florida College of Medicine; Gainesville, FL, USA
| | - Alicia M. Mohr
- Department of Surgery; University of Florida College of Medicine; Gainesville, FL, USA
| | - Philip A. Efron
- Department of Aging and Geriatric Research; University of Florida College of Medicine; Gainesville, FL, USA
- Department of Surgery; University of Florida College of Medicine; Gainesville, FL, USA
- Department of Molecular Genetics and Microbiology; University of Florida College of Medicine; Gainesville, FL, USA
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Ringdal M, Bergbom I, Nilsson J, Karlsson V. Older patients' recovery following intensive care: A follow-up study with the RAIN questionnaire. Intensive Crit Care Nurs 2021; 65:103038. [PMID: 33775549 DOI: 10.1016/j.iccn.2021.103038] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 02/10/2021] [Accepted: 02/18/2021] [Indexed: 12/12/2022]
Abstract
The aim was to investigate older patient recovery (65 years+) up to two years following discharge from an intensive care unit (ICU) using the Recovery After Intensive Care (RAIN) instrument and to correlate RAIN with the Hospital Anxiety and Depression Scale (HAD). METHODS An explorative and descriptive longitudinal design was used. Eighty-two patients answered RAIN and HAD at least twice following discharge. Demographic and clinical data were collected from patient records. RESULTS Recovery after the ICU was relatively stable and good for older patients at the four data collection points. There was little variation on the RAIN subscales over time. The greatest recovery improvement was found in existential ruminations from 2 to 24 months. A patient that could look forward and those with supportive relatives had the highest scores at all four measurements. Having lower financial situation was correlated to poorer recovery and was significant at 24 months. The RAIN and HAD instruments showed significant correlations, except for the revaluation of life subscale, which is not an aspect in HAD. CONCLUSION The RAIN instrument shows to be a good measurement for all dimensions of recovery, including existential dimensions, which are not covered by any other instrument.
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Affiliation(s)
- M Ringdal
- Institute of Health and Care Sciences at Sahlgrenska Academy, University of Gothenburg, Kungälvs Hospital, Sweden.
| | - I Bergbom
- Institute of Health and Care Sciences at Sahlgrenska Academy, University of Gothenburg, Sweden, Professor Emerita, Honorary Doctor at Åbo Academy, Åbo, Finland
| | - J Nilsson
- Institute of Health and Care Sciences at Sahlgrenska Academy, University of Gothenburg, Sweden
| | - V Karlsson
- Department of Health Science, University West, Trollhättan, Sweden
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Li R, Zhou Y, Liu X, Huang J, Chen L, Zhang H, Li Y. Functional disability and post-traumatic stress disorder in survivors of mechanical ventilation: a cross-sectional study in Guangzhou, China. J Thorac Dis 2021; 13:1564-1575. [PMID: 33841948 PMCID: PMC8024792 DOI: 10.21037/jtd-20-2622] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Background Critical illness is associated with cognitive, physical, and psychological impairments; however, evidence of the severity and frequency of impairments in Chinese survivors of mechanical ventilation in an intensive care unit (ICU) remains limited. Our aim was to investigate the incidence and severity of impairments in Chinese survivors of mechanical ventilation in ICU and to explore risk factors influencing specific impairments. Methods Patients discharged alive after mechanical ventilation in a large general ICU for ≥2 days were enrolled in this single-center cross-sectional study. Survivors were evaluated using measures of functional disability (Activity of Daily Living Scale), and post-traumatic stress disorder (PTSD, The Impact of Event Scale-Revised) via telephone interview. Multivariable analysis was conducted. Results Data were obtained from 130 consenting survivors. At follow-up (mean: 19.64 months), among those in part-time or full-time employment prior to admission, only 45.1% had returned to work. Further, 29.2% of survivors had clear disabilities affecting daily living. Deficits in activities of daily living (ADL) were mainly characterized by impairment of instrumental ADL. Predictors of ADL in mechanically ventilated survivors included age, ICU admission diagnosis, and Acute Physiology And Chronic Health Evaluation II (APACHE II) score, which accounted for 33.5% of total variance. Furthermore, 17.7% of participants had symptoms consistent with PTSD. ICU length of stay was the only predictor of PTSD, and accounted for 7.5% of total variance. Conclusions ICU survivors of mechanical ventilation in China face negative impacts on employment, and commonly have ADL impairment and PTSD. Age, ICU admission diagnosis, and APACHE II score were key factors influencing ADL, while ICU length of stay was the only factor affecting PTSD. These findings suggest that some survivors who have had certain exposures may warrant closer follow-up, and systematic interventions for these high-risk survivors should be developed in China.
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Affiliation(s)
- Ronghua Li
- School of Nursing, Guangzhou Medical University, Guangzhou, China
| | - Ying Zhou
- School of Nursing, Guangzhou Medical University, Guangzhou, China
| | - Xiaoqing Liu
- Department of Critical Care Medicine, Guangzhou Institute of Respiratory Health, The 1st Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Jingye Huang
- Department of Critical Care Medicine, Guangzhou Institute of Respiratory Health, The 1st Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Lihua Chen
- Department of Critical Care Medicine, Guangzhou Institute of Respiratory Health, The 1st Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Huijin Zhang
- Department of Critical Care Medicine, Guangzhou Institute of Respiratory Health, The 1st Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Yimin Li
- Department of Critical Care Medicine, Guangzhou Institute of Respiratory Health, The 1st Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
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Fenner BP, Darden DB, Kelly LS, Rincon J, Brakenridge SC, Larson SD, Moore FA, Efron PA, Moldawer LL. Immunological Endotyping of Chronic Critical Illness After Severe Sepsis. Front Med (Lausanne) 2021; 7:616694. [PMID: 33659259 PMCID: PMC7917137 DOI: 10.3389/fmed.2020.616694] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Accepted: 12/14/2020] [Indexed: 12/15/2022] Open
Abstract
Improved management of severe sepsis has been one of the major health care accomplishments of the last two decades. Due to enhanced recognition and improved management of severe sepsis, in-hospital mortality has been reduced by up to 40%. With that good news, a new syndrome has unfortunately replaced in-hospital multi-organ failure and death. This syndrome of chronic critical illness (CCI) includes sepsis patients who survive the early "cytokine or genomic storm," but fail to fully recover, and progress into a persistent state of manageable organ injury requiring prolonged intensive care. These patients are commonly discharged to long-term care facilities where sepsis recidivism is high. As many as 33% of sepsis survivors develop CCI. CCI is the result, at least in part, of a maladaptive host response to chronic pattern-recognition receptor (PRR)-mediated processes. This maladaptive response results in dysregulated myelopoiesis, chronic inflammation, T-cell atrophy, T-cell exhaustion, and the expansion of suppressor cell functions. We have defined this panoply of host responses as a persistent inflammatory, immune suppressive and protein catabolic syndrome (PICS). Why is this important? We propose that PICS in survivors of critical illness is its own common, unique immunological endotype driven by the constant release of organ injury-associated, endogenous alarmins, and microbial products from secondary infections. While this syndrome can develop as a result of a diverse set of pathologies, it represents a shared outcome with a unique underlying pathobiological mechanism. Despite being a common outcome, there are no therapeutic interventions other than supportive therapies for this common disorder. Only through an improved understanding of the immunological endotype of PICS can rational therapeutic interventions be designed.
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Affiliation(s)
- Brittany P Fenner
- Department of Surgery, Sepsis and Critical Illness Research Center, University of Florida College of Medicine, Gainesville, FL, United States
| | - D B Darden
- Department of Surgery, Sepsis and Critical Illness Research Center, University of Florida College of Medicine, Gainesville, FL, United States
| | - Lauren S Kelly
- Department of Surgery, Sepsis and Critical Illness Research Center, University of Florida College of Medicine, Gainesville, FL, United States
| | - Jaimar Rincon
- Department of Surgery, Sepsis and Critical Illness Research Center, University of Florida College of Medicine, Gainesville, FL, United States
| | - Scott C Brakenridge
- Department of Surgery, Sepsis and Critical Illness Research Center, University of Florida College of Medicine, Gainesville, FL, United States
| | - Shawn D Larson
- Department of Surgery, Sepsis and Critical Illness Research Center, University of Florida College of Medicine, Gainesville, FL, United States
| | - Frederick A Moore
- Department of Surgery, Sepsis and Critical Illness Research Center, University of Florida College of Medicine, Gainesville, FL, United States
| | - Philip A Efron
- Department of Surgery, Sepsis and Critical Illness Research Center, University of Florida College of Medicine, Gainesville, FL, United States
| | - Lyle L Moldawer
- Department of Surgery, Sepsis and Critical Illness Research Center, University of Florida College of Medicine, Gainesville, FL, United States
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Post-Intensive Care Unit Care. A Qualitative Analysis of Patient Priorities and Implications for Redesign. Ann Am Thorac Soc 2021; 17:221-228. [PMID: 31726016 DOI: 10.1513/annalsats.201904-332oc] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Rationale: Although survival during critical illness is improving, little evidence exists to guide post-intensive care unit (ICU) care. Understanding patients' needs and priorities is fundamental to improving care quality.Objectives: To describe the evolution of patients' priorities for recovery across the spectrum of post-ICU care.Methods: This was a secondary analysis of 39 semistructured interviews conducted from 2005 to 2006 in participants' homes 19 days to 11 years after hospital discharge after critical illness. Adult critical illness survivors (N = 39) aged 20 years or older from multiple ICUs across the United Kingdom were purposively selected to maximize diversity with respect to time since diagnosis, disease severity, sex, age, ethnicity, socioeconomic group/status, region. age, ICU admitting diagnoses, and length of stay. We used the method of qualitative description to characterize patients' priorities for recovery and their evolution within and between individual patients across three post-ICU periods: ICU transition to wards, early period (approximately the first 2 mo) after discharge to home, and late period (>2 mo) after discharge to home.Results: The analysis revealed 12 core patient priorities during recovery: feeling safe, being comfortable, engaging in mobility, participating in self-care, asserting personhood, connecting with people, ensuring family well-being, going home, restoring psychological health, restoring physical health, resuming previous roles and routines, and seeking new life experiences. In general, priorities evolved from those pertaining to basic survival during the stay on wards to being broader and more aspirational by the late postdischarge period.Conclusions: Understanding patients' priorities for post-ICU care is critical for developing stakeholder-driven clinical guidelines. Engaging other stakeholders (e.g., family members, healthcare providers, and institutionalized and frail older adults) to inform the development of clinical guidelines for post-ICU care, together with the barriers and facilitators faced in achieving patient- and family-centered care, is an important next step.
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Danesh V, Hecht J, Hao R, Boehm L, Jimenez EJ, Arroliga AC, Sanghi S, Stevens A. Peer Support for Post Intensive Care Syndrome Self-Management (PS-PICS): Study protocol for peer mentor training. J Adv Nurs 2021; 77:2092-2101. [PMID: 33432618 DOI: 10.1111/jan.14736] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2020] [Accepted: 12/10/2020] [Indexed: 12/15/2022]
Abstract
AIMS The primary aim of the Peer Support for Post Intensive Care Syndrome Self-Management (PS-PICS) peer mentor training trial is to determine the feasibility for peer mentor training to connect new ICU survivors with survivors who have made successful recoveries. Secondary aims are to also examine peer mentor eligibility, recruitment and retention rates and assess changes in participant knowledge of Post Intensive Care Syndrome (PICS), reported symptoms and health-related quality of life. DESIGN Prospective clinical feasibility trial. METHODS This study received funding from the National Institutes of Health funded P30 Center for Excellence (2014-2020). Up to 20 adult patients who have had an ICU stay of 3 days or longer more than 3 months ago will be enrolled into the study. Participants will undergo a 6-week peer mentor training program to learn how to promote healthy self-management behaviours, social connections, and well-being using motivational interviewing (MI). Participants will complete surveys about their recovery at 3 points during the study: prior to training, 6 weeks post-training and 3 months post-training. Survey questions will be used to assess trends in participant social isolation, depression, functional status, and self-management behaviours. DISCUSSION Enrollment closes by December 2020. As a feasibility trial, power sufficient for hypothesis testing will not be available. However, study operations and intervention fidelity contribute to future research knowledge and participant characteristics and longitudinal outcomes will yield data on intervention feasibility. This study is the first use of embedding peer-led motivational interviewing training into a peer support intervention for ICU survivors. IMPACT Current self-management interventions are limited for ICU survivors and do not sufficiently address barriers to promoting self-management behaviours or improving their health status, well-being and cost of health. This study will provide data to develop and implement interventions for the self-management of PICS-related symptoms and sequelae.
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Affiliation(s)
- Valerie Danesh
- School of Nursing, University of Texas at Austin, Austin, TX, USA.,Center for Applied Health Research, Baylor Scott & White Research Institute, Temple, TX, USA
| | - Jacki Hecht
- School of Nursing, University of Texas at Austin, Austin, TX, USA
| | - Richard Hao
- Baylor Scott & White Research Institute, Dallas, TX, USA
| | - Leanne Boehm
- School of Nursing, Vanderbilt University, Nashville, TN, USA
| | | | | | - Sandhya Sanghi
- Center for Applied Health Research, Baylor Scott & White Research Institute, Temple, TX, USA
| | - Alan Stevens
- Center for Applied Health Research, Baylor Scott & White Research Institute, Temple, TX, USA
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Functional Effects of Intervening Illnesses and Injuries After Critical Illness in Older Persons. Crit Care Med 2021; 49:956-966. [PMID: 33497167 PMCID: PMC8140984 DOI: 10.1097/ccm.0000000000004829] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
OBJECTIVES Intervening illnesses and injuries have pronounced deleterious effects on functional status in older persons, but have not been carefully evaluated after critical illness. We set out to evaluate the functional effects of intervening illnesses and injuries in the year after critical illness. DESIGN Prospective longitudinal study of 754 nondisabled community-living persons, 70 years old or older. SETTING Greater New Haven, CT, from March 1998 to December 2018. PATIENTS The analytic sample included 250 ICU admissions from 209 community-living participants who were discharged from the hospital. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Functional status (13 activities) and exposure to intervening illnesses and injuries leading to hospitalization, emergency department visit, or restricted activity were assessed each month. Comprehensive assessments (for covariates) were completed every 18 months. In the year after critical illness, recovery of premorbid function was observed for 169 of the ICU admissions (67.6%), and the mean (sd) number of episodes of functional decline (from 1 mo to the next) was 2.2 (1.6). The adjusted hazard ratios (95% CI) for recovery were 0.18 (0.09-0.39), 0.46 (0.17-1.26), and 0.75 (0.48-1.18) for intervening hospitalizations, emergency department visits, and restricted activity, respectively. For functional decline, the corresponding odds ratios (95% CI) were 2.06 (1.56-2.73), 1.78 (1.12-2.83), and 1.25 (0.92-1.69). The effect sizes for hospitalization and emergency department visit were larger than those for any of the covariates. CONCLUSIONS In the year after critical illness, intervening illnesses and injuries leading to hospitalization and emergency department visit are strongly associated with adverse functional outcomes, with effect sizes larger than those of traditional risk factors. To improve functional outcomes, more aggressive efforts will be needed to prevent and manage intervening illnesses and injuries after critical illness.
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Darden DB, Moore FA, Brakenridge SC, Navarro EB, Anton SD, Leeuwenburgh C, Moldawer LL, Mohr AM, Efron PA, Mankowski RT. The Effect of Aging Physiology on Critical Care. Crit Care Clin 2021; 37:135-150. [PMID: 33190766 PMCID: PMC8194285 DOI: 10.1016/j.ccc.2020.08.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Older patients experience a decline in their physiologic reserves as well as chronic low-grade inflammation named "inflammaging." Both of these contribute significantly to aging-related factors that alter the acute, subacute, and chronic response of these patients to critical illness, such as sepsis. Unfortunately, this altered response to stressors can lead to chronic critical illness followed by dismal outcomes and death. The primary goal of this review is to briefly highlight age-specific changes in physiologic systems majorly affected in critical illness, especially because it pertains to sepsis and trauma, which can lead to chronic critical illness and describe implications in clinical management.
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Affiliation(s)
- Dijoia B Darden
- Department of Surgery, University of Florida College of Medicine, 1600 SW Archer Road, Gainesville, FL 32610, USA
| | - Frederick A Moore
- Department of Surgery, University of Florida College of Medicine, 1600 SW Archer Road, Gainesville, FL 32610, USA
| | - Scott C Brakenridge
- Department of Surgery, University of Florida College of Medicine, 1600 SW Archer Road, Gainesville, FL 32610, USA
| | - Eduardo B Navarro
- Department of Surgery, University of Florida College of Medicine, 1600 SW Archer Road, Gainesville, FL 32610, USA
| | - Stephen D Anton
- Department of Aging and Geriatric Research, University of Florida, 2004 Mowry Road, Gainesville, FL 32611, USA
| | - Christiaan Leeuwenburgh
- Department of Aging and Geriatric Research, University of Florida, 2004 Mowry Road, Gainesville, FL 32611, USA
| | - Lyle L Moldawer
- Department of Surgery, University of Florida College of Medicine, 1600 SW Archer Road, Gainesville, FL 32610, USA
| | - Alicia M Mohr
- Department of Surgery, University of Florida College of Medicine, 1600 SW Archer Road, Gainesville, FL 32610, USA
| | - Philip A Efron
- Department of Surgery, University of Florida College of Medicine, 1600 SW Archer Road, Gainesville, FL 32610, USA
| | - Robert T Mankowski
- Department of Aging and Geriatric Research, University of Florida, 2004 Mowry Road, Gainesville, FL 32611, USA.
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Gao W, Zhang YP, Jin JF. Poor outcomes of delirium in the intensive care units are amplified by increasing age: A retrospective cohort study. World J Emerg Med 2021; 12:117-123. [PMID: 33728004 DOI: 10.5847/wjem.j.1920-8642.2021.02.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND Delirium in patients in intensive care units (ICUs) is an acute disturbance and fluctuation of cognition and consciousness. Though increasing age has been found to be related to ICU delirium, there is limited evidence of the effect of age on delirium outcomes. The aim of this study is to investigate the relationship between age categories and outcomes among ICU delirium patients. METHODS Data were extracted from the electronic ICU (eICU) Collaborative Research Database with records from 3,931 patients with delirium. Patients were classified into non-aged (<65 years), young-old (65-74 years), middle-old (75-84 years), and very-old (≥85 years) groups. A Cox regression model was built to examine the role of age in death in ICU and in hospital after controlling covariates. RESULTS The sample included 1,667 (42.4%) non-aged, 891 (22.7%) young-old, 848 (21.6%) middle-old, and 525 (13.3%) very-old patients. The ICU mortality rate was 8.3% and the hospital mortality rate was 15.4%. Compared with the non-aged group, the elderly patients (≥65 yeras) had higher mortality at ICU discharge (χ2 =13.726, P=0.001) and hospital discharge (χ 2=56.347, P<0.001). The Cox regression analysis showed that age was an independent risk factor for death at ICU discharge (hazard ratio [HR]=1.502, 1.675, 1.840, 95% confidence interval [CI] 1.138-1.983, 1.250-2.244, 1.260-2.687; P=0.004, 0.001, 0.002 for the young-, middle- and very-old group, respectively) as well as death at hospital discharge (HR=1.801, 2.036, 2.642, 95% CI 1.454-2.230, 1.638-2.530, 2.047-3.409; all P<0.001). CONCLUSIONS The risks of death in the ICU and hospital increase with age among delirious patients.
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Affiliation(s)
- Wen Gao
- Nursing Department, School of Medicine, Zhejiang University, Hangzhou 310058, China.,Nursing Department, the Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou 310009, China
| | - Yu-Ping Zhang
- Nursing Department, School of Medicine, Zhejiang University, Hangzhou 310058, China
| | - Jing-Fen Jin
- Nursing Department, School of Medicine, Zhejiang University, Hangzhou 310058, China
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Young D, Kudchadkar SR, Friedman M, Lavezza A, Kumble S, Daley K, Flanagan E, Hoyer E. Using Systematic Functional Measurements in the Acute Hospital Setting to Combat the Immobility Harm. Arch Phys Med Rehabil 2020; 103:S162-S167. [PMID: 33373600 DOI: 10.1016/j.apmr.2020.10.142] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 09/22/2020] [Accepted: 10/20/2020] [Indexed: 11/19/2022]
Abstract
Hospitalized patients often experience unnecessary immobility and inactivity leading to direct harms and poor outcomes. Despite growing evidence that early and regular mobility and activity are safe and helpful for patients in the hospital, there remains substantial room for improvement in clinical practice. Key to improvement is establishing an interdisciplinary approach to measurement and communication using a common language of function. Here we provide a framework for systematic functional measurement in the hospital. We also provide 3 specific examples of how this framework has been used to improve care: (1) targeting specialized rehabilitation providers to the patients most likely to need their services, (2) generating a daily mobility goal for all patients, and (3) identifying patients early who are likely to require postacute care.
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Affiliation(s)
- Daniel Young
- Department of Physical Therapy, University of Nevada, Las Vegas, Nevada; Department of Physical Medicine and Rehabilitation, Johns Hopkins University, Baltimore, Maryland.
| | - Sapna R Kudchadkar
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University, Baltimore, Maryland; Division of Pediatric Anesthesiology and Critical Care Medicine, Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland; Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Michael Friedman
- Department of Physical Medicine and Rehabilitation, Johns Hopkins Hospital, Baltimore, Maryland
| | - Annette Lavezza
- Department of Physical Medicine and Rehabilitation, Johns Hopkins Hospital, Baltimore, Maryland
| | - Sowmya Kumble
- Department of Physical Medicine and Rehabilitation, Johns Hopkins Hospital, Baltimore, Maryland
| | - Kelly Daley
- Department of Physical Medicine and Rehabilitation, Johns Hopkins Hospital, Baltimore, Maryland
| | - Eleni Flanagan
- Department of Medicine, Johns Hopkins Hospital, Baltimore, Maryland
| | - Erik Hoyer
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University, Baltimore, Maryland
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Elías MN, Munro CL, Liang Z. Executive Function, Dexterity, and Discharge Disposition in Older Intensive Care Unit Survivors. Am J Crit Care 2020; 29:484-488. [PMID: 33130868 PMCID: PMC10467841 DOI: 10.4037/ajcc2020132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Abstract
BACKGROUND Dexterity is a component of motor function. Executive function, a subdomain of cognition, may affect dexterity in older adults recovering from critical illness after discharge from an intensive care unit (ICU). OBJECTIVES To explore associations between executive function (attention and cognitive flexibility) and dexterity (fine motor coordination) in the early post-ICU period and examine dexterity by acuity of discharge disposition. METHODS The study involved 30 older adults who were functionally independent before hospitalization, underwent mechanical ventilation in the ICU, and had been discharged from the ICU 24 to 48 hours previously. Dexterity was evaluated with the National Institutes of Health Toolbox (NIHTB) Motor Battery 9-Hole Pegboard Dexterity Test (PDT); attention, with the NIHTB Cognition Battery Flanker Inhibitory Control and Attention Test (FICAT); and cognitive flexibility, with the NIHTB Cognition Battery Dimensional Change Card Sort Test (DCCST). Exploratory regression was used to examine associations between executive function and dexterity (fully corrected T scores). Independent-samples t tests were used to compare dexterity between participants discharged home and those discharged to a facility. RESULTS FICAT (β = 0.375, P = .03) and DCCST (β = 0.698, P = .001) scores were independently and positively associated with PDT scores. Further, PDT scores were worse among participants discharged to a facility than among those discharged home (mean [SD], 26.71 [6.14] vs 36.33 [10.30]; t24 = 3.003; P = .006). CONCLUSIONS Poor executive function is associated with worse dexterity; thus, dexterity may be a correlate of both post-ICU cognitive impairment and functional decline. Performance on dexterity tests could identify frail older ICU survivors at risk for worse discharge outcomes.
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Affiliation(s)
- Maya N Elías
- Maya N. Elías is a postdoctoral research fellow, Cindy L. Munro is dean and a professor, and Zhan Liang is an assistant professor, School of Nursing and Health Studies, University of Miami, Coral Gables, Florida
| | - Cindy L Munro
- Maya N. Elías is a postdoctoral research fellow, Cindy L. Munro is dean and a professor, and Zhan Liang is an assistant professor, School of Nursing and Health Studies, University of Miami, Coral Gables, Florida
| | - Zhan Liang
- Maya N. Elías is a postdoctoral research fellow, Cindy L. Munro is dean and a professor, and Zhan Liang is an assistant professor, School of Nursing and Health Studies, University of Miami, Coral Gables, Florida
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Epidemiological trends of surgical admissions to the intensive care unit in the United States. J Trauma Acute Care Surg 2020; 89:279-288. [PMID: 32384370 DOI: 10.1097/ta.0000000000002768] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Epidemiologic assessment of surgical admissions into intensive care units (ICUs) provides a framework to evaluate health care system efficiency and project future health care needs. METHODS We performed a 9-year (2008-2016), retrospective, cohort analysis of all adult admissions to 88 surgical ICUs using the prospectively and manually abstracted Cerner Acute Physiology and Chronic Health Evaluation Outcomes database. We stratified patients into 13 surgical cohorts and modeled temporal trends in admission, mortality, surgical ICU length of stay (LOS), and change in functional status (FS) using generalized mixed-effects and Quasi-Poisson models to obtain risk-adjusted outcomes. RESULTS We evaluated 78,053 ICU admissions and observed a significant decrease in admissions after transplant and thoracic surgery, with a concomitant increase in admissions after otolaryngological and facial reconstructive procedures (all p < 0.05). While overall risk-adjusted mortality remained stable over the study period; mortality significantly declined in orthopedic, cardiac, urologic, and neurosurgical patients (all p < 0.05). Cardiac, urologic, gastrointestinal, neurosurgical, and orthopedic admissions showed significant reductions in LOS (all p < 0.05). The overall rate of FS deterioration increased per year, suggesting ICU-related disability increased over the study period. CONCLUSION Temporal analysis demonstrates a significant change in the type of surgical patients admitted to the ICU over the last decade, with decreasing mortality and LOS in selected cohorts, but an increasing rate of FS deterioration. Improvement in ICU outcomes may highlight the success of health care advancements within certain surgical cohorts, while simultaneously identifying cohorts that may benefit from future intervention. Our findings have significant implications in health care systems planning, including resource and personnel allocation, education, and surgical training. LEVEL OF EVIDENCE Economic/decision, level IV.Epidemiologic, level IV.
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41
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Vallecillo G, Anguera M, Martin N, Robles MJ. Effectiveness of an Acute Care for Elders unit at a long-term care facility for frail older patients with COVID-19. Geriatr Nurs 2020; 42:544-547. [PMID: 33139081 PMCID: PMC7556821 DOI: 10.1016/j.gerinurse.2020.10.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Revised: 10/08/2020] [Accepted: 10/09/2020] [Indexed: 01/10/2023]
Abstract
The Acute Care for Elders (ACE) is a model of care addressed to reduce the incidence of loss of self-care abilities of older adults occurring during hospitalization for acute illness. This observational study aimed to describe the effectiveness of an ACE unit at a long-term care facility to prevent functional decline (decrease in the Barthel Index score of >5 points from admission to discharge) in older adults with frailty (Clinical Frailty Scale score ≥5) and symptomatic COVID-19. Fifty-one patients (mean age: 80.2 + 9.1 years) were included. Twenty-eight (54.9%) were women, with a median Barthel index of 50 (IQR:30–60) and Charlson of 6(IQR: 5–7), and 33 (64.7%) had cognitive impairment. At discharge, 36(70.6%) patients had no functional decline, 6 (11.7%) were transferred to hospital and 4(7.8%) died. An ACE unit at a long-term care facility constitutes an alternative to hospital care to prevent hospital-associated disability for frail older patients with COVID-19.
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Affiliation(s)
- Gabriel Vallecillo
- Geriatric Unit, Emili Mira Healthcare Center, Parc de Salut Mar Consortium, Barcelona, Spain; Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain.
| | - Marta Anguera
- Geriatric Unit, Emili Mira Healthcare Center, Parc de Salut Mar Consortium, Barcelona, Spain
| | - Noemi Martin
- Geriatric Unit, Emili Mira Healthcare Center, Parc de Salut Mar Consortium, Barcelona, Spain
| | - Maria Jose Robles
- Orthogeriatric Unit, Hospital del Mar, Parc de Salut Mar Consortium, Barcelona, Spain
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Levi N, Ganchrow K, Gheva M. Decision-Making: Physical Therapist Intervention for Patients With COVID-19 in a Geriatric Setting. Phys Ther 2020; 100:1465-1468. [PMID: 32589716 PMCID: PMC7337817 DOI: 10.1093/ptj/pzaa116] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2020] [Revised: 04/23/2020] [Accepted: 06/14/2020] [Indexed: 11/13/2022]
Affiliation(s)
- Netanel Levi
- Shoham Geriatric Medical Center, Ha’Nadiv Road, Pardes Hanna-Karkur, Israel, 37110,Correspondence Address all correspondence to Dr Levi at:
| | - Kayla Ganchrow
- Respiratory Physical Therapist, Shoham Geriatric Medical Center
| | - Moriya Gheva
- Rehabilitation Physical Therapist, Shoham Geriatric Medical Center
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Son YJ, Song HS, Seo EJ. Gender Differences Regarding the Impact of Change in Cognitive Function on the Functional Status of Intensive Care Unit Survivors: A Prospective Cohort Study. J Nurs Scholarsh 2020; 52:406-415. [PMID: 32583935 DOI: 10.1111/jnu.12568] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/14/2020] [Indexed: 11/29/2022]
Abstract
PURPOSE This study aimed to identify gender differences with regard to the impact of change in cognitive function on functional status 3 months after receiving critical care. DESIGN AND METHODS This prospective cohort study investigated 152 intensive care unit (ICU) patients. Their functional status and cognitive function were assessed using the validated Korean version of the Modified Barthel Index and Mini-Mental State Examination, respectively. Hierarchical regression was used to evaluate the impact of change in cognitive function on functional status in ICU survivors by gender. FINDINGS The proportion of women suffering from consistent cognitive impairment was significantly higher than that of men. Women had a rate of improvement to normal cognitive function within 3 months after discharge that was higher than that of men. Functional status 3 months after discharge was significantly lower for patients whose cognitive impairment was consistent than that for those whose cognitive function was normal. The impact of change in cognitive function on men (R2 change = .28) was greater than that on women (R2 change = .13). CONCLUSIONS Persistent cognitive impairment after critical illness had a negative effect on functional status in ICU survivors. Importantly, the negative impact of consistent cognitive impairment was greater in men than in women. CLINICAL RELEVANCE Early careful assessment of functional and cognitive status after critical illness is warranted. Strategies addressing the gender-specific characteristics related to cognitive improvement should also be developed.
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Affiliation(s)
- Youn-Jung Son
- Lambda Alpha-at-Large, Red Cross College of Nursing, Chung-Ang University, Seoul, Republic of Korea
| | - Hyo-Suk Song
- Assistant professor, Department of Emergency Medical Technology, Daejeon Health Institute of Technology, Daejeon, Republic of Korea
| | - Eun Ji Seo
- Assistant professor, Ajou University College of Nursing and Research Institute of Nursing Science, Suwon, Republic of Korea
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Abstract
Objectives: Respiratory failure with mechanical ventilation is a limited labor-intensive resource that is associated with high mortality. Understanding the longitudinal national epidemiology is essential for the organization of healthcare resources. Design: Serial cross-sectional study. Setting: The 2002–2017 Healthcare Utilization Project’s National Inpatient Sample datasets. Interventions: None. Measurements: We use six diagnosis codes and five procedural codes from International Classification of Diseases, 9th Revision, Clinical Modification, and 19 diagnosis codes and 15 procedures codes from International Classification of Diseases, 10th Revision, Clinical Modification to examine national epidemiology of different case definitions for respiratory failure. Results: In the United States in 2017, there were an estimated 1,146,195 discharges with a diagnosis of respiratory failure and procedural code for mechanical ventilation, with an average length of stay of 10.5 days and hospital charge of $158,443. Over the study period, there was an 83% increase in incidence from 249 to 455 cases per 100,000 adults with a 48% decrease in hospital mortality from 34% to 23%. Exploring a case definition that captures only diagnosis codes for respiratory failure, there was a 197% increase in annual incidence, from 429 to 1,275 cases per 100,000 adults with a 57% decrease in hospital mortality from 28% to 12%. For invasive mechanical ventilation without a requisite diagnosis code, there was no change in incidence over the study period, with the 2017 incidence at 359 cases per 100,000 adults, but a 19% decrease in hospital mortality from 37% to 30%. For the noninvasive mechanical ventilation procedural codes, there was a 437% increase in incidence from 41 to 220 cases per 100,000 adults, with a 38% decrease in hospital mortality from 16% to 10%. Conclusions: Examining different case definitions for respiratory failure, there was a large increase in the population incidence and decrease in the hospital mortality for respiratory failure diagnosis codes with more modest changes procedural codes for invasive mechanical ventilation. There was a large increase in incidence of noninvasive mechanical ventilation.
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Intensive Care Unit Delirium, Clinical Observations, and Patients' Statements: A Case Study. Dimens Crit Care Nurs 2020; 39:169-179. [PMID: 32467399 DOI: 10.1097/dcc.0000000000000424] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND In clinical practice, nurses use their clinical gaze and make observations in order to assess patients' medical conditions and care needs. However, signs of developing intensive care unit delirium (ICUD) are often difficult to determine, as communication with patients is usually limited because of intubation and the seriousness of their medical condition(s). Usually, ICUD is screened and diagnosed with different, mainly nonverbal instruments, which presupposes that the observer is skilled and experienced in recognizing symptoms and signs of delirium. OBJECTIVES The objectives were to investigate if there was a concordance between data from continuous clinical observations described in the researcher's logbook and patients' statements of their experiences of delirium during their ICU stay. METHODS Inclusion criteria were that the patients had been mechanically ventilated and had stayed in the ICU for a minimum of 36 hours. From this, a multiple-case design (n = 19), based on 1 to 3 hours of observations in the ICU and 2 interviews, was used. The first interview was conducted at the hospital approximately 6 to 14 days after discharge from the ICU, and the second, 4 to 8 weeks following the first interview in patients' homes. Two typical cases were identified and described by a cross-case procedure. RESULTS A concordance between observations and patients' statements was found. Subtle, as well as obvious, signs of delirium were possible to detect by attentive observations over time and listening to what patients were trying to convey with their speech and body language. Experiencing delirium seemed to indicate existential suffering where the abnormal became the normal and not being able to distinguish between reality and fantasies. CONCLUSION A continuity of skilled observations and listening to patients' statements are vital for detection of ongoing ICU delirium or experiences of delirium.
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Stortz JA, Hollen MK, Nacionales DC, Horiguchi H, Ungaro R, Dirain ML, Wang Z, Wu Q, Wu KK, Kumar A, Foster TC, Stewart BD, Ross JA, Segal M, Bihorac A, Brakenridge S, Moore FA, Wohlgemuth SE, Leeuwenburgh C, Mohr AM, Moldawer LL, Efron PA. Old Mice Demonstrate Organ Dysfunction as well as Prolonged Inflammation, Immunosuppression, and Weight Loss in a Modified Surgical Sepsis Model. Crit Care Med 2020; 47:e919-e929. [PMID: 31389840 DOI: 10.1097/ccm.0000000000003926] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
OBJECTIVES Our goal was to "reverse translate" the human response to surgical sepsis into the mouse by modifying a widely adopted murine intra-abdominal sepsis model to engender a phenotype that conforms to current sepsis definitions and follows the most recent expert recommendations for animal preclinical sepsis research. Furthermore, we aimed to create a model that allows the study of aging on the long-term host response to sepsis. DESIGN Experimental study. SETTING Research laboratory. SUBJECTS Young (3-5 mo) and old (18-22 mo) C57BL/6j mice. INTERVENTIONS Mice received no intervention or were subjected to polymicrobial sepsis with cecal ligation and puncture followed by fluid resuscitation, analgesia, and antibiotics. Subsets of mice received daily chronic stress after cecal ligation and puncture for 14 days. Additionally, modifications were made to ensure that "Minimum Quality Threshold in Pre-Clinical Sepsis Studies" recommendations were followed. MEASUREMENTS AND MAIN RESULTS Old mice exhibited increased mortality following both cecal ligation and puncture and cecal ligation and puncture + daily chronic stress when compared with young mice. Old mice developed marked hepatic and/or renal dysfunction, supported by elevations in plasma aspartate aminotransferase, blood urea nitrogen, and creatinine, 8 and 24 hours following cecal ligation and puncture. Similar to human sepsis, old mice demonstrated low-grade systemic inflammation 14 days after cecal ligation and puncture + daily chronic stress and evidence of immunosuppression, as determined by increased serum concentrations of multiple pro- and anti-inflammatory cytokines and chemokines when compared with young septic mice. In addition, old mice demonstrated expansion of myeloid-derived suppressor cell populations and sustained weight loss following cecal ligation and puncture + daily chronic stress, again similar to the human condition. CONCLUSIONS The results indicate that this murine cecal ligation and puncture + daily chronic stress model of surgical sepsis in old mice adhered to current Minimum Quality Threshold in Pre-Clinical Sepsis Studies guidelines and met Sepsis-3 criteria. In addition, it effectively created a state of persistent inflammation, immunosuppression, and weight loss, thought to be a key aspect of chronic sepsis pathobiology and increasingly more prevalent after human sepsis.
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Affiliation(s)
- Julie A Stortz
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL
| | - McKenzie K Hollen
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL
| | - Dina C Nacionales
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL
| | - Hiroyuki Horiguchi
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL
| | - Ricardo Ungaro
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL
| | - Marvin L Dirain
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL
| | - Zhongkai Wang
- Department of Biostatistics, University of Florida College of Medicine, Gainesville, FL
| | - Quran Wu
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL
| | - Kevin K Wu
- Department of Aging and Geriatric Research, University of Florida College of Medicine, Gainesville, FL
| | - Ashok Kumar
- Department of Neuroscience, University of Florida College of Medicine, Gainesville, FL
| | - Thomas C Foster
- Department of Neuroscience, University of Florida College of Medicine, Gainesville, FL
| | - Brian D Stewart
- Department of Pathology, Immunology and Laboratory Medicine, University of Florida College of Medicine, Gainesville, FL
| | - Julia A Ross
- Department of Pathology, Immunology and Laboratory Medicine, University of Florida College of Medicine, Gainesville, FL
| | - Marc Segal
- Department of Medicine, University of Florida College of Medicine, Gainesville, FL
| | - Azra Bihorac
- Department of Medicine, University of Florida College of Medicine, Gainesville, FL
| | - Scott Brakenridge
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL
| | - Frederick A Moore
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL
| | - Stephanie E Wohlgemuth
- Department of Aging and Geriatric Research, University of Florida College of Medicine, Gainesville, FL
| | - Christiaan Leeuwenburgh
- Department of Aging and Geriatric Research, University of Florida College of Medicine, Gainesville, FL
| | - Alicia M Mohr
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL
| | - Lyle L Moldawer
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL
| | - Philip A Efron
- Department of Surgery, University of Florida College of Medicine, Gainesville, FL
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Venado A, Kolaitis NA, Huang CY, Gao Y, Glidden DV, Soong A, Sutter N, Katz PP, Greenland JR, Calabrese DR, Hays SR, Golden JA, Shah RJ, Leard LE, Kukreja J, Deuse T, Wolters PJ, Covinsky K, Blanc PD, Singer JP. Frailty after lung transplantation is associated with impaired health-related quality of life and mortality. Thorax 2020; 75:669-678. [PMID: 32376733 DOI: 10.1136/thoraxjnl-2019-213988] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Revised: 04/01/2020] [Accepted: 04/15/2020] [Indexed: 12/13/2022]
Abstract
BACKGROUND Lung transplantation and related medications are associated with pathobiological changes that can induce frailty, a state of decreased physiological reserve. Causes of persistent or emergent frailty after lung transplantation, and whether such transplant-related frailty is associated with key outcomes, are unknown. METHODS Frailty and health-related quality of life (HRQL) were prospectively measured repeatedly for up to 3 years after lung transplantation. Frailty, quantified by the Short Physical Performance Battery (SPPB), was tested as a time-dependent binary and continuous predictor. The association of transplant-related frailty with HRQL and mortality was evaluated using mixed effects and Cox regression models, respectively, adjusting for age, sex, ethnicity, diagnosis, and for body mass index and lung function as time-dependent covariates. We tested the association between measures of body composition, malnutrition, renal dysfunction and immunosuppressants on the development of frailty using mixed effects models with time-dependent predictors and lagged frailty outcomes. RESULTS Among 259 adults (56% male; mean age 55.9±12.3 years), transplant-related frailty was associated with lower HRQL. Frailty was also associated with a 2.5-fold higher mortality risk (HR 2.51; 95% CI 1.21 to 5.23). Further, each 1-point worsening in SPPB was associated, on average, with a 13% higher mortality risk (HR 1.13; 95% CI 1.04 to 1.23). Secondarily, we found that sarcopenia, underweight and obesity, malnutrition, and renal dysfunction were associated with the development of frailty after transplant. CONCLUSIONS Transplant-related frailty is associated with lower HRQL and higher mortality in lung recipients. Abnormal body composition, malnutrition and renal dysfunction may contribute to the development of frailty after transplant. Confirming the role of these potential contributors and developing interventions to mitigate frailty may improve lung transplant success.
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Affiliation(s)
- Aida Venado
- Medicine, University of California San Francisco, San Francisco, California, USA
| | - Nicholas A Kolaitis
- Medicine, University of California San Francisco, San Francisco, California, USA
| | - Chiung-Yu Huang
- Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, USA
| | - Ying Gao
- Medicine, University of California San Francisco, San Francisco, California, USA
| | - David V Glidden
- Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, USA
| | - Allison Soong
- Medicine, University of California San Francisco, San Francisco, California, USA
| | - Nicole Sutter
- Medicine, University of California San Francisco, San Francisco, California, USA
| | - Patricia P Katz
- Medicine, University of California San Francisco, San Francisco, California, USA
| | - John R Greenland
- Medicine, University of California San Francisco, San Francisco, California, USA.,Medicine, VA Medical Center, San Francisco, California, USA
| | - Daniel R Calabrese
- Medicine, University of California San Francisco, San Francisco, California, USA
| | - Steven R Hays
- Medicine, University of California San Francisco, San Francisco, California, USA
| | - Jeffrey A Golden
- Medicine, University of California San Francisco, San Francisco, California, USA
| | - Rupal J Shah
- Medicine, University of California San Francisco, San Francisco, California, USA
| | - Lorriana E Leard
- Medicine, University of California San Francisco, San Francisco, California, USA
| | - Jasleen Kukreja
- Surgery, University of California San Francisco, San Francisco, California, USA
| | - Tobias Deuse
- Surgery, University of California San Francisco, San Francisco, California, USA
| | - Paul J Wolters
- Medicine, University of California San Francisco, San Francisco, California, USA
| | - Kenneth Covinsky
- Medicine, University of California San Francisco, San Francisco, California, USA
| | - Paul D Blanc
- Medicine, University of California San Francisco, San Francisco, California, USA
| | - Jonathan P Singer
- Medicine, University of California San Francisco, San Francisco, California, USA
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48
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Khan SH, Xu C, Wang S, Gao S, Lasiter S, Kesler K, Khan BA. Effect of Delirium on Physical Function in Noncardiac Thoracic Surgery Patients. Am J Crit Care 2020; 29:e39-e43. [PMID: 32114617 DOI: 10.4037/ajcc2020579] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Abstract
BACKGROUND The effect of delirium on physical function in patients undergoing noncardiac thoracic surgery has not been well described and may differ from that in other surgical populations. OBJECTIVE To determine the effects of delirium on muscle strength and functional independence. The primary end point was change in Medical Research Council sum score (MRC-SS) by delirium status. METHODS A secondary analysis of data from a clinical trial involving English-speaking adults aged 18 years or older who were undergoing major noncardiac thoracic surgery. Exclusion criteria were history of schizophrenia, Parkinson disease, dementia, alcohol abuse, or neuroleptic malignant syndrome; haloperidol allergy; being pregnant or nursing; QT prolongation; and taking levodopa or cholinesterase inhibitors. Delirium was assessed twice daily using the Confusion Assessment Method for the Intensive Care Unit. Preoperatively and postoperatively, muscle strength was assessed using the modified MRC-SS and functional independence was assessed using the Katz scale of activities of daily living. Changes in MRC-SS and Katz score by delirium status were analyzed using the Fisher exact test. RESULTS Seventy-three patients were included in the analysis. Median (interquartile range) MRC-SS and Katz score before surgery did not differ significantly between patients without and with delirium (MRC-SS: 30 [30-30] vs 30 [30-30], P > .99; Katz score: 6 [6-6] vs 6 [6-6], P = .63). The percentage of patients with a change in MRC-SS was similar in patients without and with delirium (17% vs 13%, respectively; P > .99). More patients in the delirium group had a change in Katz score (13% vs 0%, P = .04). CONCLUSIONS Postoperative delirium was not associated with change in muscle strength. Follow-up studies using other muscle measures may be needed.
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Affiliation(s)
| | | | - Sophia Wang
- Sophia Wang is an assistant clinical professor, Department of Psychiatry, Indiana University School of Medicine
| | - Sujuan Gao
- Sujuan Gao is a professor, Department of Biostatistics, Indiana University School of Medicine
| | - Sue Lasiter
- Sue Lasiter is an associate professor, University of Missouri–Kansas City School of Nursing and Health Studies, Kansas City, Missouri
| | - Kenneth Kesler
- Kenneth Kesler is a professor, Department of Cardiothoracic Surgery, Indiana University School of Medicine
| | - Babar A. Khan
- Babar A. Khan is an associate professor, Division of Pulmonary, Critical Care, Sleep and Occupational Medicine, Department of Medicine, Indiana University School of Medicine, and IU Center for Aging Research, Regenstrief Institute, Indianapolis, Indiana
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49
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Dharmarajan K, Han L, Gahbauer EA, Leo-Summers LS, Gill TM. Disability and Recovery After Hospitalization for Medical Illness Among Community-Living Older Persons: A Prospective Cohort Study. J Am Geriatr Soc 2020; 68:486-495. [PMID: 32083319 DOI: 10.1111/jgs.16350] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2019] [Revised: 11/17/2019] [Accepted: 12/02/2019] [Indexed: 11/29/2022]
Abstract
OBJECTIVES To determine for each basic, instrumental, and mobility activity after hospitalization for acute medical illness: (1) disability prevalence immediately before and monthly for 6 months after hospitalization; (2) disability incidence 1 month after hospitalization; and (3) recovery time from incident disability during months 2 to 6 after hospitalization. DESIGN Prospective cohort study. SETTING New Haven, Connecticut. PARTICIPANTS A total of 515 community-living persons, mean age 82.7 years, hospitalized for acute noncritical medical illness and alive within 1 month of hospital discharge. MEASUREMENTS Disability was defined monthly for each basic (bathing, dressing, walking, transferring), instrumental (shopping, housework, meal preparation, taking medications, managing finances), and mobility activity (walking a quarter mile, climbing flight of stairs, lifting/carrying 10 pounds, driving) if help was needed to perform the activity or if a car was not driven in the prior month. RESULTS Disability was common 1 and 6 months after hospitalization for activities frequently involved in leaving the home to access care including walking a quarter mile (prevalence 65% and 53%, respectively) and driving (65% and 61%). Disability was also common for activities involved in self-managing chronic health conditions including meal preparation (53% and 41%) and taking medications (41% and 31%). New disability was common and often prolonged. For example, 43% had new disability walking a quarter mile, and 30% had new disability taking medications, with mean recovery time of 1.9 months and 1.7 months, respectively. Findings were similar for the subgroup of persons residing at home (ie, not in a nursing home) at the first monthly follow-up interview after hospitalization. CONCLUSION Disability in specific functional activities important to leaving home to access care and self-managing health conditions is common, often new, and present for prolonged time periods after hospitalization for acute medical illness. Post-discharge care should support patients through extended periods of vulnerability beyond the immediate transitional period. J Am Geriatr Soc 68:486-495, 2020.
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Affiliation(s)
- Kumar Dharmarajan
- Clover Health, Jersey City, New Jersey.,Center for Outcomes Research and Evaluation, Yale-New Haven Health, New Haven, Connecticut.,Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - Ling Han
- Section of Geriatric Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - Evelyne A Gahbauer
- Section of Geriatric Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - Linda S Leo-Summers
- Section of Geriatric Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - Thomas M Gill
- Section of Geriatric Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut
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50
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Dirkes SM, Kozlowski C. Early Mobility in the Intensive Care Unit: Evidence, Barriers, and Future Directions. Crit Care Nurse 2020; 39:33-42. [PMID: 31154329 DOI: 10.4037/ccn2019654] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Abstract
Early mobility is an element of the ABCDEF bundle designed to improve outcomes such as ventilator-free days and decreased length of stay. Evidence indicates that adherence to an early mobility protocol can prevent delirium and reduce length of stay in the intensive care unit and the hospital and may decrease length of stay in a rehabilitation facility. Yet many barriers exist to implementing early mobility effectively, including patient acuity, uncertainty about when to start mobilizing the patient, staffing and equipment needs, increased costs, and limited nursing time. Implementation of early mobility requires interdisciplinary collaboration, commitment, and tools that facilitate mobility and prevent injury to nurses. This article focuses on aspects of care that can affect patient outcomes, such as preventing delirium, reducing sedation, monitoring the patient's ability to wean from the ventilator, and encouraging early mobility. It also addresses the effects of immobility as well as challenges in achieving mobility and how to overcome them.
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Affiliation(s)
- Susan M Dirkes
- Susan M. Dirkes and Charles Kozlowski are staff nurses at the University of Michigan hospital, Ann Arbor, Michigan.
| | - Charles Kozlowski
- Susan M. Dirkes and Charles Kozlowski are staff nurses at the University of Michigan hospital, Ann Arbor, Michigan
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