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Li Z, Wang L, Shi J, Han W, Zhu C, Zhang T, Ma X, Liang Y. Long-term prognostic value of thyroid hormone levels in chronic critical illness patients. Ann Med 2025; 57:2479583. [PMID: 40114585 PMCID: PMC11934158 DOI: 10.1080/07853890.2025.2479583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2024] [Revised: 03/04/2025] [Accepted: 03/06/2025] [Indexed: 03/22/2025] Open
Abstract
BACKGROUND Chronic critical illness (CCI) can manifest as dysfunction of thyroid hormones. This study aimed to investigate the predictive value of the nonthyroidal illness syndrome (NTIS) for the prognosis of CCI patients, establish a predictive model for the prognosis of CCI patients, and evaluate the efficacy of the model to provide a theoretical basis for clinical intervention. METHODS This was a prospective observational study in which patients ≥18 years old who met the CCI criteria were enrolled. The primary outcome of the study was 90-day mortality after intensive care unit (ICU) admission. A nomogram was constructed to predict the prognosis of CCI patients, and the model was evaluated via the concordance index, calibration curve and decision curve analysis. RESULTS A total of 545 patients were included, and NTIS patients accounted for 65.3% of the patients. CCI patients with NTIS had more ventilator days and higher 90-day mortality. Lower free triiodothyronine (FT3) levels (<1.19 pmol/L) or reduced free thyroxine (FT4) levels (<9.655 pmol/L) were significantly associated with reduced survival in CCI patients with NTIS. Older age, a higher Sequential Organ Failure Assessment (SOFA) score, an emergency other than a traumatic operation, and a lower FT4 and thyroid-stimulating hormone level were found to be independent prognostic factors for a fatal outcome in CCI patients. The C-index for the prediction nomogram was 0.734, and the bias-corrected C-index was 0.727. The area under the receiver operating characteristic curve of our prediction model was superior to that of the SOFA and Acute Physiology and Chronic Health Evaluation II scores. CONCLUSIONS Decreased serum FT3 and FT4 concentrations in patients with CCI at admission to the ICU on day 10 are associated with 90-day mortality. Early detection of serum FT3 and FT4 levels could help clinicians target CCI patients at high risk of clinical deterioration.
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Affiliation(s)
- Zhaoxiang Li
- Department of Critical Care Medicine, The First Hospital of China Medical University, Shenyang, China
- Department of Critical Care Medicine, Tacheng District People’s Hospital, Tacheng, China
| | - Liang Wang
- Department of Critical Care Medicine, The First Hospital of China Medical University, Shenyang, China
| | - Jianling Shi
- Department of Critical Care Medicine, The First Hospital of China Medical University, Shenyang, China
| | - Weiying Han
- Department of Critical Care Medicine, The First Hospital of China Medical University, Shenyang, China
| | - Chengrui Zhu
- Department of Critical Care Medicine, The First Hospital of China Medical University, Shenyang, China
| | - Tingrui Zhang
- Department of Critical Care Medicine, The First Hospital of China Medical University, Shenyang, China
| | - Xiaochun Ma
- Department of Critical Care Medicine, The First Hospital of China Medical University, Shenyang, China
| | - Yingjian Liang
- Department of Critical Care Medicine, The First Hospital of China Medical University, Shenyang, China
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Gallegos-Koyner F, Barrera N, Carvalhais RM, Chong DH, Law A, Moskowitz A. Trends in tracheostomy placement after out-of-hospital cardiac arrest. Resusc Plus 2025; 23:100956. [PMID: 40322635 PMCID: PMC12047485 DOI: 10.1016/j.resplu.2025.100956] [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: 03/29/2025] [Accepted: 04/05/2025] [Indexed: 05/08/2025] Open
Abstract
Purpose Out-of-hospital cardiac arrest (OHCA) is a major public health burden. The purpose of this study was to assess the incidence of tracheostomy placement after OHCA and to evaluate trends over time and cost. Methods Using the National Inpatient Sample data 2016-2021, we examined a weighted sample of adults admitted after OHCA who underwent mechanical ventilation within the first 24 h of arrival and had an admission longer than 24 h. The primary outcome of interest was incidence of tracheostomy placement after cardiac arrest. Secondary outcomes of interest included hospitalization costs, days to tracheostomy placement, length of stay and discharge disposition. Results A total of 47,550 admissions fulfilled the inclusion criteria. Of those, 1,450 (3.0%) patients received a tracheostomy during their hospitalization. There was no change in the incidence of tracheostomy placement over the analyzed years. Median hospitalization costs for patients with OHCA who received a tracheostomy were $96,038 (IQR= $66,415-$148,633). Hospitalization costs steadily increased over the analyzed years, from $83,668 in 2016 to $109,032 in 2021. Median days to tracheostomy placement was 11 days (IQR = 8-15) and median length of stay of patients with OHCA and tracheostomy was 23 days (IQR = 16-36). There was no significant change over the years in days to tracheostomy placement or in length of stay to explain the increase in hospitalization costs. Among patients with tracheostomy, 76.2% were discharged to a Skilled Nursing Facility, 13.8% died, 4.8% were discharged to a short-term hospital, and 5.2% were discharged home. Conclusions An estimated 3.0% of patients who are admitted to the hospital after OHCA and require mechanical ventilation will receive a tracheostomy. Between 2016-2021 the rates and timing of tracheostomy placement remained stable in patients admitted with OHCA. However, we observed a rise in hospitalization costs associated with patients admitted for OHCA.
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Affiliation(s)
- Francisco Gallegos-Koyner
- Department of Internal Medicine, SBH Health System, City University of New York School of Medicine, Bronx, NY, USA
| | - Nelson Barrera
- Department of Internal Medicine, SBH Health System, City University of New York School of Medicine, Bronx, NY, USA
| | - Ricardo M. Carvalhais
- Division of Critical Care Medicine, Department of Medicine, Montefiore Medical Center, Bronx, NY, USA
| | - David H. Chong
- Department of Internal Medicine, SBH Health System, City University of New York School of Medicine, Bronx, NY, USA
| | - Anica Law
- Section of Pulmonary, Allergy, Sleep & Critical Care Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Ari Moskowitz
- Division of Critical Care Medicine, Department of Medicine, Montefiore Medical Center, Bronx, NY, USA
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Dufour B, Duehren HM, England AE, Keuper K, Quinn TV, Shah RC, Diep QM, Gerhart J, Greenberg JA. Outcome Predictions at Two Time Points among Surrogates and Physicians of Mechanically Ventilated Patients. Crit Care Explor 2025; 7:e1235. [PMID: 40138533 PMCID: PMC11949294 DOI: 10.1097/cce.0000000000001235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2025] Open
Abstract
OBJECTIVES The decisions surrogates and physicians make for incapacitated critically ill patients depend in part on their expectations for patient recovery. We sought to determine whether the accuracy of surrogate and physician outcome predictions made during the ICU stay improves over time. DESIGN Survey study. SETTING Academic Medical Center. SUBJECTS Surrogates and physicians of 100 mechanically ventilated patients from March 2018 to April 2019. INTERVENTIONS At the end of the first week of mechanical ventilation and 1 week later, participants indicated on visual analog scales (0-100%) expectations that the patient would require mechanical ventilation in 1 month, require artificial nutrition in 1 month, be alive in 3 months, and be living at home in 3 months. Patient status was determined at 1 and 3 months. MEASUREMENTS AND MAIN RESULTS Area under the receiver operating characteristic curves (AUROCs) were determined for each outcome, at each time point. Patients who died within the first month were considered to require mechanical ventilation and artificial nutrition in the primary analysis. AUROCs for initial surrogate predictions were 0.61 (95% CI, 0.50-0.72) for mechanical ventilation, 0.67 (95% CI, 0.56-0.78) for artificial nutrition, 0.66 (95% CI, 0.55-0.7) for survival, and 0.61 (95% CI, 0.50-0.73) for living at home. AUROCs for initial physician predictions were 0.60 (95% CI, 0.49-0.71) for mechanical ventilation, 0.72 (95% CI, 0.61-0.0.83) for artificial nutrition, 0.69 (95% CI, 0.59-0.80) for survival, and 0.76 (95% CI, 0.66-0.85) for living at home. Average expectations among surrogates and physicians were highly stable over time; adjustments made to expectations did not result in more accurate predictions for the measured outcomes (p > 0.05). CONCLUSIONS Among surrogates and physicians of patients who were mechanically ventilated for 1 week, outcome predictions were better than would be expected by chance and not significantly improved 1 week later.
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Affiliation(s)
| | - Hannah M. Duehren
- Department of Internal Medicine, Rush University Medical Center, Chicago, IL
| | | | - Kevin Keuper
- Department of Internal Medicine, Rush University Medical Center, Chicago, IL
| | - Thomas V. Quinn
- Division of Pulmonary and Critical Care Medicine, Northwestern Medicine Palos Hospital, Palos Heights, IL
| | - Raj C. Shah
- Department of Family and Preventive Medicine, Rush University Medical Center, Chicago, IL
| | - Quyen M. Diep
- Bioinformatics and Biostatistics Core, Rush University Medical Center, Chicago, IL
| | - James Gerhart
- Department of Psychology, Ohio University, Athens, OH
| | - Jared A. Greenberg
- Division of Pulmonary and Critical Care, Department of Internal Medicine, Rush University Medical Center, Chicago, IL
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Jooss T, Maier K, Reichardt LM, Hindelang B, Süberkrüb L, Hamberger KL, Bülow JM, Schuetze K, Gebhard F, Mannes M, Halbgebauer R, Wohlgemuth L, Huber-Lang M, Relja B, Bergmann CB. Dynamic functional assessment of T cells reveals an early suppression correlating with adverse outcome in polytraumatized patients. Front Immunol 2025; 16:1538516. [PMID: 40196124 PMCID: PMC11973370 DOI: 10.3389/fimmu.2025.1538516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Accepted: 03/06/2025] [Indexed: 04/09/2025] Open
Abstract
Introduction Most trauma patients require intensive care treatment and are susceptible to developing persistent inflammation and immunosuppression, potentially leading to multi organ dysfunction syndrome (MODS) and dependence on long term care facilities. T cells undergo changes in numbers and function post trauma. T cell dysfunction in polytraumatized patients was characterized using functional immunomonitoring to predict individual clinical outcome. Moreover, the potential to reverse T cell dysfunction using Interleukin (IL)-7 was examined. Methods Blood samples were drawn from healthy individuals and prospectively enrolled polytrauma patients (Injury Severity Score ≥ 18) on admission, 8, 24 and 48 hours, 5 and 10 days after. CD3/28-stimulated cytokine production of T cells in whole blood was assessed via Enzyme Linked Immuno Spot (ELISpot). T cell subsets were quantified via counting and flow cytometry. Unfavorable physical performative outcome was defined as death or new functional disability necessitating long term care. Secondary outcomes were the development of MODS and in-hospital mortality. IL-7 was added ex vivo to test reversibility of cytokine disturbances. Results 34 patients were enrolled. The different outcome groups showed no difference in injury severity. Patients with favorable physical performative outcome revealed higher functional T cell specific Interferon γ (IFN-γ) and IL-17 (8 hours) and lower IL-10 production (day 5) and higher CD8 T cell concentrations. Patients without MODS development showed a higher IFN-γ (day 10), higher IL-2 (8 hours) and higher IL-17 production (admission, day 5). There were no differences regarding in-hospital mortality. Systemic blood IFN-γ, IL-2 and IL-10 concentrations only correlated with MODS (24 hours). Systemic CD8 T cell numbers correlated with functional IFN-γ production. Whole blood stimulation with IL-7 increased functional T cell IFN-γ release. Discussion Our study reveals an early characteristic overall T cell dysfunction of pro-inflammatory (IFN-γ, IL-2, IL-17) and immunosuppressive (IL-10) subtypes in polytraumatized patients. Our data indicates that rather the functional capacity of T cells to release cytokines, but not systemic cytokine concentrations can be used to predict outcome post trauma. We assume that the early stimulation of pro- and anti-inflammatory T cells benefits polytraumatized patients. Potentiation of functional IFN-γ release might be achieved by IL-7 administration.
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Affiliation(s)
- Tobias Jooss
- Translational and Experimental Trauma Research, Department of Trauma-, Hand-, Plastic- and Reconstructive Surgery, Ulm University Medical Center, Ulm, Germany
| | - Katharina Maier
- Translational and Experimental Trauma Research, Department of Trauma-, Hand-, Plastic- and Reconstructive Surgery, Ulm University Medical Center, Ulm, Germany
| | - Lena-Marie Reichardt
- Translational and Experimental Trauma Research, Department of Trauma-, Hand-, Plastic- and Reconstructive Surgery, Ulm University Medical Center, Ulm, Germany
| | - Bianca Hindelang
- Translational and Experimental Trauma Research, Department of Trauma-, Hand-, Plastic- and Reconstructive Surgery, Ulm University Medical Center, Ulm, Germany
| | - Lönna Süberkrüb
- Translational and Experimental Trauma Research, Department of Trauma-, Hand-, Plastic- and Reconstructive Surgery, Ulm University Medical Center, Ulm, Germany
| | - Kim Lena Hamberger
- Translational and Experimental Trauma Research, Department of Trauma-, Hand-, Plastic- and Reconstructive Surgery, Ulm University Medical Center, Ulm, Germany
| | - Jasmin Maria Bülow
- Translational and Experimental Trauma Research, Department of Trauma-, Hand-, Plastic- and Reconstructive Surgery, Ulm University Medical Center, Ulm, Germany
| | - Konrad Schuetze
- Department of Trauma-, Hand-, Plastic- and Reconstructive Surgery, Ulm University Medical Center, Ulm, Germany
| | - Florian Gebhard
- Department of Trauma-, Hand-, Plastic- and Reconstructive Surgery, Ulm University Medical Center, Ulm, Germany
| | - Marco Mannes
- Institute of Clinical and Experimental Trauma Immunology, Ulm University Medical Center, Ulm, Germany
| | - Rebecca Halbgebauer
- Institute of Clinical and Experimental Trauma Immunology, Ulm University Medical Center, Ulm, Germany
| | - Lisa Wohlgemuth
- Institute of Clinical and Experimental Trauma Immunology, Ulm University Medical Center, Ulm, Germany
| | - Markus Huber-Lang
- Institute of Clinical and Experimental Trauma Immunology, Ulm University Medical Center, Ulm, Germany
| | - Borna Relja
- Translational and Experimental Trauma Research, Department of Trauma-, Hand-, Plastic- and Reconstructive Surgery, Ulm University Medical Center, Ulm, Germany
| | - Christian B. Bergmann
- Translational and Experimental Trauma Research, Department of Trauma-, Hand-, Plastic- and Reconstructive Surgery, Ulm University Medical Center, Ulm, Germany
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Patel RA, Torabi SJ, Izreig S, Manes RP. Trends in Medicare Utilization and Reimbursement of Tracheostomy From 2000 to 2022. Otolaryngol Head Neck Surg 2025; 172:859-867. [PMID: 39497452 DOI: 10.1002/ohn.1044] [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: 06/27/2024] [Revised: 10/07/2024] [Accepted: 10/19/2024] [Indexed: 02/22/2025]
Abstract
OBJECTIVE To analyze the utilization and reimbursement for tracheostomy. STUDY DESIGN Retrospective Cross-Sectional Study. SETTING Centers for Medicare & Medicaid Services (CMS) Medicare Provider Utilization and Payment Data (2013 and 2021) and Part B Medicare Fee-For-Service National Summary Data (2000-2022). METHODS Utilization, payment, and specialty breakdown were analyzed for planned tracheostomy (Current Procedural Terminology [CPT] codes 31600, 31601, 31610) and emergency tracheostomy (CPT codes 31603, 31605). RESULTS From 2000 to 2022, there was a 48.9% decrease (40,754-20,812) in number of planned tracheostomies and a 75.3% decrease (3277-811) in number of emergency tracheostomies, leading to an overall decrease of 51%. Similarly, there was a 59.3% inflation-adjusted decrease ($13.4-$5.5 million) in total reimbursement for planned tracheostomies and an 82.1% inflation-adjusted decrease ($1.1 million-$205 thousand) in total reimbursement for emergency tracheostomies. There was a 20.3% inflation-adjusted decrease ($329-$262) in reimbursement per planned tracheostomy and a 27.7% inflation-adjusted decrease ($349-$252) in reimbursement per emergency tracheostomy. In our sample of 280 high-volume tracheostomy providers in 2021 (28.2% otolaryngology, 28.2% general surgery, 14.6% thoracic surgery, 14.3% pulmonary disease, 6.4% critical care), the average provider performed 15.8 tracheostomies and was reimbursed $5362. CONCLUSION Despite significant declines in tracheostomy utilization and reimbursement, understanding trends for these lifesaving procedures are critical for otolaryngologists and other providers in delivering high-quality care, and can be used by surgeons, hospital systems, and policymakers to guide future health care legislation.
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Affiliation(s)
- Rahul A Patel
- Department of Otolaryngology-Head and Neck Surgery, Albany Medical Center, Albany, New York, USA
| | - Sina J Torabi
- Department of Otolaryngology-Head and Neck Surgery, University of California, Irvine, Orange, California, USA
| | - Said Izreig
- Department of Surgery, Division of Otolaryngology, Yale University School of Medicine, New Haven, Connecticut, USA
| | - R Peter Manes
- Department of Surgery, Division of Otolaryngology, Yale University School of Medicine, New Haven, Connecticut, USA
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Bonavia W, Ling RR, Tiruvoipati R, Ponnapa Reddy M, Pilcher D, Subramaniam A. The interplay between frailty status and persistent critical illness on the outcomes of patients with critical COVID-19: A population-based retrospective cohort study. Aust Crit Care 2025; 38:101128. [PMID: 39489651 DOI: 10.1016/j.aucc.2024.09.013] [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: 02/11/2024] [Revised: 09/12/2024] [Accepted: 09/26/2024] [Indexed: 11/05/2024] Open
Abstract
OBJECTIVES Persistent critical illness (PerCI) occurs when the patient's prolonged intensive care unit (ICU) stay results in complications that become the primary drivers of their condition, rather than the initial reason for their admission. Patients with frailty have a higher risk of developing and dying from PerCI. We aimed to investigate the interplay of frailty and PerCI in critically ill patients with COVID-19. METHOD We conducted a retrospective multicentre cohort study including 103 Australian and New Zealand ICUs over the period of January 2020 to December 2021. We included all adult patients with COVID-19 and documented the Clinical Frailty Scale (frail ≥ 5). PerCI is defined as an ICU length of stay of ≥10 days. We aimed to investigate the hospital mortality with and without PerCI across varying degrees of frailty and examined the potential interaction effect between frailty status and PerCI. RESULTS The prevalence of PerCI was similar between patients with and without frailty (25.4% vs. 27.9%; p = 0.44). Hospital mortality was higher in patients with PerCI than in those without (28.8% vs. 9.3%; p < 0.001). Mortality in patients with PerCI also increased with increasing frailty (p < 0.001). Frailty independently predicted hospital mortality. When adjusted for Australia and New Zealand risk of death mortality prediction model and sex, the impact of frailty was no different in patients with and without PerCI (odds ratio = 1.30 [95% confidence interval: 1.14-1.49] vs. (odds ratio = 1.46 [95% confidence interval: 1.29-1.64]). Furthermore, increasing frailty did not influence mortality in patients with PerCI more (or less) than in those without PerCI (pinteraction = 0.82). CONCLUSIONS The presence of frailty independently predicted hospital mortality in patients with PerCI with COVID-19, but the impact of frailty on mortality was no different in those who developed PerCI from those without PerCI.
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Affiliation(s)
- William Bonavia
- Department of Intensive Care, Alfred Hospital, 55 Commercial Road, Melbourne, Victoria 3004, Australia; Department of Intensive Care, Frankston Hospital, 2 Hastings Road, Frankston, Victoria 3199, Australia.
| | - Ryan Ruiyang Ling
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Ravindranath Tiruvoipati
- Department of Intensive Care, Frankston Hospital, 2 Hastings Road, Frankston, Victoria 3199, Australia; Peninsula Clinical School, Monash University, 2 Hastings Road, Frankston, Victoria 3199, Australia; Australian and New Zealand Intensive Care Research Centre (ANZIC-RC), School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, Victoria 3004, Australia
| | - Mallikarjuna Ponnapa Reddy
- Department of Intensive Care, Frankston Hospital, 2 Hastings Road, Frankston, Victoria 3199, Australia; Peninsula Clinical School, Monash University, 2 Hastings Road, Frankston, Victoria 3199, Australia; Department of Intensive Care Medicine, Calvary Public Hospital, 5 Mary Potter Cct, Bruce, ACT 2617, Australia
| | - David Pilcher
- Department of Intensive Care, Alfred Hospital, 55 Commercial Road, Melbourne, Victoria 3004, Australia; Australian and New Zealand Intensive Care Research Centre (ANZIC-RC), School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, Victoria 3004, Australia; Centre for Outcome and Resource Evaluation, Australian and New Zealand Intensive Care Society, Level 1, 101 High St, Prahran, Victoria 3181, Australia
| | - Ashwin Subramaniam
- Department of Intensive Care, Frankston Hospital, 2 Hastings Road, Frankston, Victoria 3199, Australia; Peninsula Clinical School, Monash University, 2 Hastings Road, Frankston, Victoria 3199, Australia; Australian and New Zealand Intensive Care Research Centre (ANZIC-RC), School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, Victoria 3004, Australia; Department of Intensive Care, Dandenong Hospital, Monash Health, 135 David St, Dandenong, Victoria 3175, Australia
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Simonetto M, Stieg PE, Segal AZ, Ch'ang JH. Neurocritical Care in 2024: Where are We Headed? World Neurosurg 2025; 193:330-337. [PMID: 39732023 DOI: 10.1016/j.wneu.2024.09.118] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Accepted: 09/24/2024] [Indexed: 12/30/2024]
Abstract
Providing specialized care to critically ill neurology patients has improved outcomes for patients with neurological emergencies; however, there are still some gaps in neurocritical care (NCC) that offer opportunities for improvement. Among these gaps, improving education of the multidisciplinary NCC team, targeting individualized treatments for neurologically critically ill patients, and reducing disparities for undeserved patients as well as disadvantaged areas are priorities to advance the field. This review focuses on the current challenges neurointensivists face, including difficulties in neuroprognostication, ethical challenges in end-of-life care, and neuropalliative care. Challenges also involve providing specific NCC education for the multidisciplinary NCC team, as well as advancing research to provide treatments for critically ill neurological patients. Finally, the authors describe future directions that can take NCC to the next level.
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Affiliation(s)
- Marialaura Simonetto
- Clinical and Translational Neuroscience Unit, Department of Neurology and Feil Brain and Mind Research Institute, Weill Cornell Medicine, New York, New York, USA
| | - Philip E Stieg
- Department of Neurological Surgery, NewYork-Presbyterian/Weill Cornell Medical Center, New York, New York, USA
| | - Alan Z Segal
- Clinical and Translational Neuroscience Unit, Department of Neurology and Feil Brain and Mind Research Institute, Weill Cornell Medicine, New York, New York, USA
| | - Judy H Ch'ang
- Clinical and Translational Neuroscience Unit, Department of Neurology and Feil Brain and Mind Research Institute, Weill Cornell Medicine, New York, New York, USA.
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Ohbe H, Satoh K, Totoki T, Tanikawa A, Shirasaki K, Kuribayashi Y, Tamura M, Takatani Y, Ishikura H, Nakamura K. Definitions, epidemiology, and outcomes of persistent/chronic critical illness: a scoping review for translation to clinical practice. Crit Care 2024; 28:435. [PMID: 39731183 PMCID: PMC11681689 DOI: 10.1186/s13054-024-05215-4] [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: 10/19/2024] [Accepted: 12/14/2024] [Indexed: 12/29/2024] Open
Abstract
BACKGROUND Medical advances in intensive care units (ICUs) have resulted in the emergence of a new patient population-those who survive the initial acute phase of critical illness, but require prolonged ICU stays and develop chronic critical symptoms. This condition, often termed Persistent Critical Illness (PerCI) or Chronic Critical Illness (CCI), remains poorly understood and inconsistently reported across studies, resulting in a lack of clinical practice use. This scoping review aims to systematically review and synthesize the existing literature on PerCI/CCI, with a focus on definitions, epidemiology, and outcomes for its translation to clinical practice. METHODS A scoping review was conducted using MEDLINE and Scopus, adhering to the PRISMA-ScR guidelines. Peer-reviewed original research articles published until May 31, 2024 that described adult PerCI/CCI in their definitions of patient populations, covariates, and outcomes were included. Data on definitions, epidemiology, and outcomes were extracted by a data charting process from eligible studies and synthesized. RESULTS Ninety-nine studies met the inclusion criteria. Of these studies, 64 used the term CCI, 18 used PerCI, and 17 used other terms. CCI definitions showed greater variability, while PerCI definitions remained relatively consistent, with an ICU stay ≥ 14 days for CCI and ≥ 10 days for PerCI being the most common. A meta-analysis of the prevalence of PerCI/CCI among the denominators of "all ICU patients", "sepsis", "trauma", and "COVID-19" showed 11% (95% confidence interval 10-12%), 28% (22-34%), 24% (15-33%), and 35% (20-50%), respectively. A meta-analysis of in-hospital mortality was 27% (26-29%) and that of one-year mortality was 45% (32-58%). Meta-analyses of the prevalence of CCI and PerCI showed 17% (16-18%) and 18% (16-20%), respectively, and those for in-hospital mortality were 28% (26-30%) and 26% (24-29%), respectively. Functional outcomes were generally poor, with many survivors requiring long-term care. CONCLUSIONS This scoping review synthesized many studies on PerCI/CCI, highlighting the serious impact of PerCI/CCI on patients' long-term outcomes. The results obtained underscore the need for consistent terminology with high-quality research for PerCI/CCI. The results obtained provide important information to be used in discussions with patients and families regarding prognosis and care options.
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Affiliation(s)
- Hiroyuki Ohbe
- Department of Emergency and Critical Care Medicine, Tohoku University Hospital, 1-1 Seiryo-machi, Aoba-ku, Sendai, 980-8574, Japan
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan
| | - Kasumi Satoh
- Department of Emergency and Critical Care Medicine, Akita University Graduate School of Medicine, 1-1-1 Hondo, Akita, 010-8543, Japan
| | - Takaaki Totoki
- Department of Emergency and Critical Care Medicine, Osaka Medical and Pharmaceutical University, 2-7 Daigakumachi, Takatsuki, Osaka, 569-8686, Japan
| | - Atsushi Tanikawa
- Department of Emergency and Critical Care Medicine, Tohoku University Hospital, 1-1 Seiryo-machi, Aoba-ku, Sendai, 980-8574, Japan
| | - Kasumi Shirasaki
- Department of Emergency and Critical Care Medicine, St. Luke's International Hospital, 9-1 Akashicho, Chuo-ku, Tokyo, 104-8560, Japan
- Department of Emergency and Disaster Medicine, Kanazawa University Hospital, 13, 1-1 Takara-Machi, Kanazawa 920-8640, Aoba-ku, Sendai, 980-8574, Japan
| | - Yoshihide Kuribayashi
- Department of Anesthesiology and Intensive Care Medicine, Faculty of Medicine, Oita University, 1-1 Idaigaoka, Hasamacho, Yufu, Oita, 879-5593, Japan
| | - Miku Tamura
- Department of Pharmacy, Funabashi Municipal Medical Center, 1-21-1 Kanasugi, Funabashi city, Chiba, Japan
| | - Yudai Takatani
- Department of Primary Care and Emergency Medicine, Kyoto University Hospital, 54 Shogoin-Kawahara-cho, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Hiroyasu Ishikura
- Department of Emergency and Critical Care Center, Rakuwakai Otowa Hospital, 2 Otowachinji-cho, Yamashina-ku, Kyoto, 607-8062, Japan
| | - Kensuke Nakamura
- Department of Critical Care Medicine, Yokohama City University Hospital, 3-9 Fukuura, Kanazawa-ku, Yokohama, Kanagawa, 236-0004, Japan.
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Virolle S, Duceau B, Morawiec E, Fossé Q, Nierat MC, Parfait M, Decavèle M, Demoule A, Delemazure J, Dres M. Contribution and evolution of respiratory muscles function in weaning outcome of ventilator-dependent patients. Crit Care 2024; 28:421. [PMID: 39696360 DOI: 10.1186/s13054-024-05172-y] [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: 08/08/2024] [Accepted: 11/13/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND The present study was designed to investigate the evolution and the impact of respiratory muscles function and limb muscles strength on weaning success in prolonged weaning of tracheotomized patients. The primary objective was to determine whether the change in respiratory muscles function and limb muscles strength over the time is or is not associated with weaning success. METHODS Tracheotomized patients who were ventilator dependent upon admission at a weaning center were eligible. Diaphragm function was assessed with the phrenic nerve stimulation technique and with ultrasound to measure the diaphragm thickening fraction (TFdi) and diaphragm excursion (EXdi). Global respiratory muscle function was assessed with the maximal inspiratory pressure (MIP) and the forced vital capacity (FVC). Limb muscle strength was measured with the Medical Research Council Score (MRC). Measurements were made on a weekly basis. Patients were compared according to their outcome at discharge: complete weaning, partial weaning or death. RESULTS Among the 60 patients who were enrolled, 30 patients finally achieved complete weaning, 20 had partial weaning and 10 died. At 6 months, 6 patients were lost of follow-up, 33 achieved complete weaning, 10 had partial weaning and 11 died. In median, 2 (1-9) assessments were performed per patient. Diaphragm dysfunction was present in all patients with a median Ptr,stim of 5.5 cmH2O (3.0-7.5). Ptr,stim, MIP, TFdi and EXdi at admission were not different between patients who achieved complete weaning and their counterparts. At discharge of the weaning center, MIP, Ptr,stim and EXdi significantly increased in patients who achieved complete weaning. The MRC score significantly increased only in patients with complete weaning. At discharge, diaphragm dysfunction was highly prevalent even in patients with complete weaning (Ptr,stim < 11 cmH2O in n = 11 (37%)). CONCLUSION Respiratory muscle function and limb muscles strength are severely impaired in patients with prolonged weaning from mechanical ventilation. Significant improvement of diaphragm ultrasound indices was associated with successful weaning from mechanical ventilation and ICU-acquired weakness upon admission was significantly associated with good outcome suggesting that it was an amendable determinant of weaning failure in this population.
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Affiliation(s)
- Sara Virolle
- Service de Médecine Intensive - Réanimation-SRPR, APHP, Hôpital Pitié-Salpêtrière, Sorbonne Université, 75013, Paris, France
| | - Baptiste Duceau
- Département d'Anesthésie et Réanimation Chirurgicale, APHP, Hôpital Pitié-Salpêtrière, Sorbonne Université, 75013, Paris, France
| | - Elise Morawiec
- Service de Médecine Intensive - Réanimation-SRPR, APHP, Hôpital Pitié-Salpêtrière, Sorbonne Université, 75013, Paris, France
| | - Quentin Fossé
- Service de Médecine Intensive - Réanimation-SRPR, APHP, Hôpital Pitié-Salpêtrière, Sorbonne Université, 75013, Paris, France
- INSERM, UMRS_1158 Neurophysiologie Respiratoire Expérimentale et Clinique, Sorbonne Université, Paris, France
| | - Marie-Cécile Nierat
- INSERM, UMRS_1158 Neurophysiologie Respiratoire Expérimentale et Clinique, Sorbonne Université, Paris, France
| | - Mélodie Parfait
- Service de Médecine Intensive - Réanimation-SRPR, APHP, Hôpital Pitié-Salpêtrière, Sorbonne Université, 75013, Paris, France
- INSERM, UMRS_1158 Neurophysiologie Respiratoire Expérimentale et Clinique, Sorbonne Université, Paris, France
| | - Maxens Decavèle
- Service de Médecine Intensive - Réanimation-SRPR, APHP, Hôpital Pitié-Salpêtrière, Sorbonne Université, 75013, Paris, France
- INSERM, UMRS_1158 Neurophysiologie Respiratoire Expérimentale et Clinique, Sorbonne Université, Paris, France
| | - Alexandre Demoule
- Service de Médecine Intensive - Réanimation-SRPR, APHP, Hôpital Pitié-Salpêtrière, Sorbonne Université, 75013, Paris, France
- INSERM, UMRS_1158 Neurophysiologie Respiratoire Expérimentale et Clinique, Sorbonne Université, Paris, France
| | - Julie Delemazure
- Service de Médecine Intensive - Réanimation-SRPR, APHP, Hôpital Pitié-Salpêtrière, Sorbonne Université, 75013, Paris, France
| | - Martin Dres
- Service de Médecine Intensive - Réanimation-SRPR, APHP, Hôpital Pitié-Salpêtrière, Sorbonne Université, 75013, Paris, France.
- INSERM, UMRS_1158 Neurophysiologie Respiratoire Expérimentale et Clinique, Sorbonne Université, Paris, France.
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Kanarskii M, Nekrasova J, Kondratieva E, Borisov I, Simenel E, Sviryaev Y, Pradhan P, Gorshkov K, Shestopalov A, Petrova M. Are circadian rhythms in disarray in patients with chronic critical illness? Sleep Med X 2024; 7:100101. [PMID: 38234313 PMCID: PMC10792261 DOI: 10.1016/j.sleepx.2023.100101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 12/17/2023] [Accepted: 12/19/2023] [Indexed: 01/19/2024] Open
Abstract
Aim The aim of our study is to assess circadian rhythms in patients with chronic critical illness due to severe brain injury in intensive care unit by establishing the relation between melatonin and cortisol secretion, considering astronomical time and the sleep-wake cycle in chronic critical illness. Materials and methods The study included 54 adult patients with chronic critical illness who resided in the intensive care unit for at least 30 days. The level of consciousness was determined using the CRS-R scale. We did the continuous electroencephalographic (EEG) monitoring with polygraphic leads for 24 h. Also, we determined the serum levels of cortisol and melatonin using the tandem mass spectrometry method with ultra-performance liquid chromatography. Results 90.74 % of patients had one acrophase in melatonin secretion curve, which suggests the preservation of the rhythmic secretion of melatonin. These acrophases of the melatonin rhythm occurred during the night time in 91.8 % of patients. Most of the patients (69.3 %) slept during the period from 2:00 to 4:00 a.m. The evening levels of cortisol and melatonin had an inverse relation (rs=0.61, p<0.05), i.e., a decrease in the level of cortisol secretion accompanies an increase in melatonin. Conclusions We concluded from our study that the rhythmic secretion of melatonin and cortisol is preserved in patients with chronic critical illness that resulted from severe brain injury. No statistically significant discrepancy between melatonin and cortisol secretion, day-and-night time and the sleep-wake cycle are found. We may focus our future work on finding more reliable methods to stabilize the preservation of circadian rhythms to protect vital organ functions.
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Affiliation(s)
- Mikhail Kanarskii
- Federal State Budget Scientific Institution «Federal Reserach and Clinical Center of Intensive Care Medicine and Rehabilitology», Moscow, Russia
| | - Julia Nekrasova
- Federal State Budget Scientific Institution «Federal Reserach and Clinical Center of Intensive Care Medicine and Rehabilitology», Moscow, Russia
| | - Ekaterina Kondratieva
- Federal State Budgetary Institution “Almazov National Medical Research Centre” of the Ministry of Health of the Russian Federation, St. Petersburg, Russia
| | - Ilya Borisov
- Federal State Budget Scientific Institution «Federal Reserach and Clinical Center of Intensive Care Medicine and Rehabilitology», Moscow, Russia
| | - Elena Simenel
- Labaratory of Chromatography and Mass Spectrometry, Мedical Laboratory Archimed, Moscow, St. Vavilova, d. 68 bldg, Russia
| | - Yurii Sviryaev
- Federal State Budgetary Institution “Almazov National Medical Research Centre” of the Ministry of Health of the Russian Federation, St. Petersburg, Russia
| | - Pranil Pradhan
- Federal State Budget Scientific Institution «Federal Reserach and Clinical Center of Intensive Care Medicine and Rehabilitology», Moscow, Russia
- Federal State Budgetary Educational Institution of Higher Education “Peoples' Friendship University of Russia”, Moscow, Russia
| | - Kirill Gorshkov
- Federal State Budget Scientific Institution «Federal Reserach and Clinical Center of Intensive Care Medicine and Rehabilitology», Moscow, Russia
| | - Alexander Shestopalov
- Federal State Budget Scientific Institution «Federal Reserach and Clinical Center of Intensive Care Medicine and Rehabilitology», Moscow, Russia
| | - Marina Petrova
- Federal State Budget Scientific Institution «Federal Reserach and Clinical Center of Intensive Care Medicine and Rehabilitology», Moscow, Russia
- Federal State Budgetary Educational Institution of Higher Education “Peoples' Friendship University of Russia”, Moscow, Russia
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11
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Bernardes S, Stello BB, Milanez DSJ, Razzera EL, Silva FM. Refeeding syndrome risk at ICU admission is an independent predictor of ICU readmission but it is not associated with mortality or length of stay in critically ill patients. Intensive Crit Care Nurs 2024; 85:103716. [PMID: 38834440 DOI: 10.1016/j.iccn.2024.103716] [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: 03/16/2024] [Revised: 04/17/2024] [Accepted: 04/26/2024] [Indexed: 06/06/2024]
Abstract
OBJECTIVES This study evaluated the association between refeeding syndrome (RFS) risk and intensive care unit (ICU)/in-hospital mortality and length of stay (LOS) and ICU readmission in critically ill patients. METHODS This secondary analysis of a cohort study included patients aged ≥ 18 years admitted at ICU 24 h before data collection. We evaluated RFS risk based on the National Institute for Health and Clinical Excellence (NICE), stratifying it into four categories (no, low, high, and very-high risk). SETTING Five adult ICUs in Brazil. MAIN OUTCOME MEASURES ICU/in-hospital mortality and LOS and ICU readmission data were obtained from electronic medical records analysis, following patients until discharge (alive or not). RESULTS The study involved 447 patients, categorized into no (19.2 %), low (28.6 %), high (48.8 %), and very-high (3.4 %) RFS risk groups. No significant differences emerged between the two groups (at RFS risk and no RFS risk) regarding the ICU death ratio (34.3 % versus 23.4 %) and LOS (5 versus 4 days), respectively. In contrast, patients at RFS risk experienced higher in-hospital mortality rates (34.3 % versus 23.4 %) prolonged hospital LOS (21 days versus 17 days), and increased ICU readmission rates (15 % versus 8.4 %) than patients without RFS risk. After adjusting for age and Sequential Organ Failure Assessment (SOFA) Score, we found no association between RFS risk and increased mortality in the ICU or hospital. Also, there was no significant association between RFS risk and prolonged LOS in the ICU or hospital setting. However, patients identified as at risk of RFS showed nearly double the odds of ICU readmission (Odds ratio, 1.90; 95 % CI 1.02-3.43). CONCLUSIONS This study found no significant association between RFS risk and increased mortality in both the ICU and hospital settings, nor was there a significant association with prolonged LOS in the ICU or hospital among critically ill patients. However, patients at risk of RFS exhibited nearly double the odds of ICU readmission. IMPLICATIONS FOR CLINICAL PRACTICE Our findings may contribute to understanding risks associated with ICU readmissions, highlighting the complexity of discharge decision-making through comprehensive assessments.
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Affiliation(s)
- Simone Bernardes
- Nutrition Science Graduate Program, Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre, Brazil
| | - Bruna Barbosa Stello
- Nutrition Department, Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre, Brazil
| | - Danielle Silla Jobim Milanez
- Nutrition Science Graduate Program, Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre, Brazil
| | - Elisa Loch Razzera
- Nutrition Science Graduate Program, Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre, Brazil
| | - Flávia Moraes Silva
- Nutrition Department and Nutrition Science Graduate Program, Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre, Brazil.
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12
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Singer P. The post ICU trajectory: Post acute and post ICU nutritional care. Clin Nutr ESPEN 2024; 64:441-446. [PMID: 39461593 DOI: 10.1016/j.clnesp.2024.10.151] [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: 10/06/2024] [Accepted: 10/10/2024] [Indexed: 10/29/2024]
Abstract
ICU survivors are growing but a persistent physical and mental disability may occur. The patients discharged from ICU are frequently malnourished and their medical nutritional support is impaired by oral intake limitation due to respiratory support such as non invasive ventilation or high flow nasal cannula oxygen therapy, dysphagia and difficulties to determine energy and protein targets. ICU acquired weakness must be recognized and could be minimized by better energy intake determined by indirect calorimetry, optimal protein intake and physical activity. Early physical activity has become a pivotal element of the improvement of the physical and cognitive condition in the post ICU.
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Affiliation(s)
- Pierre Singer
- Herzlia Medical Center ICU, Herzlia Israel and Reichman University, Herzlia, Israel.
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13
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Liao TY, Chen YL, Chen YL, Kuo YW, Jerng JS. Persistent inflammation and lymphopenia and weaning outcomes of patients with prolonged mechanical ventilation. Respir Investig 2024; 62:935-941. [PMID: 39182398 DOI: 10.1016/j.resinv.2024.08.001] [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: 04/18/2024] [Revised: 07/27/2024] [Accepted: 08/05/2024] [Indexed: 08/27/2024]
Abstract
BACKGROUND Weaning outcomes of patients receiving mechanical ventilation (MV) are affected by multiple factors. A clinical feature of critically ill patients is the presence of lymphopenia, however the clinical significance of lymphopenia in patients receiving prolonged MV remains unclear. METHODS We enrolled patients who received at least 21 consecutive days of MV in a medical center in Taiwan between 2007 and 2016. Patients with and without lymphopenia (mean count <1000/μL) were compared after propensity score matching. RESULTS Of the 3460 patients included in the analysis, 1625 (47.0%) were liberated from MV within 100 days. Lymphopenia and severe lymphopenia (mean count <500/μL) during the first 21 days of MV were common (52.9% and 14.5%, respectively), and restricted cubic spline analysis showed a significant reduction in weaning success when the lymphocyte count dropped below 1000/μL. After propensity score matching, the patients with lymphopenia during the third week had a lower rate of weaning success within 100 days (p = 0.005) and a higher in-hospital mortality rate (p = 0.001) than those without lymphopenia. The lymphopenia group also had significantly reduced platelet (p < 0.001) and albumin (p < 0.001) levels. CONCLUSIONS Our findings suggest that lymphopenia during the first 3 weeks may be a marker of poor weaning outcomes in patients with prolonged MV.
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Affiliation(s)
- Ting-Yu Liao
- Department of Integrated Diagnostics & Therapeutics, National Taiwan University Hospital, No. 7, Zhongshan South Road, Taipei, Taiwan; Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, No.1, Chang-Te Street, Taipei, Taiwan
| | - Yen-Lin Chen
- Department of Internal Medicine, National Taiwan University Hospital, No. 7, Zhongshan South Road, Taipei, Taiwan
| | - Yu-Ling Chen
- Center for Quality Management, National Taiwan University Hospital, No. 7 Zhongshan South Road, Taipei, Taiwan
| | - Yao-Wen Kuo
- Department of Integrated Diagnostics & Therapeutics, National Taiwan University Hospital, No. 7, Zhongshan South Road, Taipei, Taiwan.
| | - Jih-Shuin Jerng
- Department of Internal Medicine, National Taiwan University Hospital, No. 7, Zhongshan South Road, Taipei, Taiwan; Center for Quality Management, National Taiwan University Hospital, No. 7 Zhongshan South Road, Taipei, Taiwan.
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14
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Maurer C, Exl MT, Gander HP, Bertschi D, Fischbacher I, Barbezat I, Eissler C, Jeitziner MM. Consequences of a stay in the intensive care unit and outpatient follow-up care for chronic critically ill patients: A retrospective data analysis. Aust Crit Care 2024; 37:931-939. [PMID: 38971649 DOI: 10.1016/j.aucc.2024.05.011] [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: 11/30/2023] [Revised: 04/22/2024] [Accepted: 05/20/2024] [Indexed: 07/08/2024] Open
Abstract
BACKGROUND Patients with chronic critical illness (CCI) represent a particularly vulnerable patient population with significant quality-of-life consequences and a need for follow-up care. Existing research on their quality-of-life trajectory and outpatient follow-up care is limited. OBJECTIVES The aim of this study was to (i) describe a quality improvement project focussing on patients with CCI in the Swiss setting; (ii) explain the consequences of an intensive care unit (ICU) stay for patients with CCI; and (iii) evaluate outpatient follow-up care for patients with CCI. METHODS This retrospective descriptive mixed-methods longitudinal study used routine data from outpatient follow-up care between October 2018 and June 2022. The pre-ICU data were collected retrospectively for the week before ICU admission (baseline); prospectively at 3, 6, and 12 months after ICU discharge; and during an outpatient follow-up care at 6 months. Its main outcomes were health-related quality of life (HRQOL). Patients with CCI were defined as those having a ICU stay longer than 7 days. RESULTS This study enrolled 227 patients with outpatient follow-up care, but only 77 were analysed at all four timepoints. Their EuroQol five-dimension five-level questionnaire-Visual Analogue Scale scores ranged from 0 to 100, with a median of 85 (interquartile range = 0-100) and a mean of 77.2 (standard deviation ± 23.52) before their ICU stay. Their scores had almost returned to the baseline 12 months after their ICU stay. While some reported existing restrictions in the individual HRQOL dimensions before their ICU stay, patients and their families appreciated the outpatient follow-up care including an ICU visit. CONCLUSION Patients with CCI have different HRQOL trajectories over time. Patients with CCI can have a good HRQOL despite their impairments; however, the HRQOL trajectories of many patients remain unclear. The focus must be on identifying the illness trajectories and on measuring and maintaining their long-term HRQOL.
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Affiliation(s)
- Carol Maurer
- Bern University of Applied Sciences, Department of Health Professions, Murtenstrasse 10, 3008 Bern, Switzerland.
| | - Matthias Thomas Exl
- Department of Intensive Care Medicine, Inselspital, Bern University Hospital, University of Bern, Freiburgstrasse 18, 3010 Bern, Switzerland.
| | - Hans-Peter Gander
- Department of Intensive Care Medicine, Inselspital, Bern University Hospital, University of Bern, Freiburgstrasse 18, 3010 Bern, Switzerland.
| | - Daniela Bertschi
- Department of Intensive Care Medicine, Inselspital, Bern University Hospital, University of Bern, Freiburgstrasse 18, 3010 Bern, Switzerland.
| | - Irene Fischbacher
- Department of Health, Eastern Switzerland University of Applied Sciences, Rosenbergstrasse 59, 9000 St.Gallen, Switzerland; Health Department of St.Gallen, Service for Care and Development, Oberer Graben 32, 9001 St.Gallen, Switzerland.
| | - Isabelle Barbezat
- Bern University of Applied Sciences, Department of Health Professions, Murtenstrasse 10, 3008 Bern, Switzerland; Clinical Practice Development, Department of Nursing, Bern University Hospital, University of Bern, Freiburgstrasse 18, 3010 Bern, Switzerland.
| | - Christian Eissler
- Bern University of Applied Sciences, Department of Health Professions, Murtenstrasse 10, 3008 Bern, Switzerland.
| | - Marie-Madlen Jeitziner
- Department of Intensive Care Medicine, Inselspital, Bern University Hospital, University of Bern, Freiburgstrasse 18, 3010 Bern, Switzerland; Institute of Nursing Science (INS), Department of Public Health (DPH), Faculty of Medicine, University of Basel, Bernoullistrasse 28, 4056 Basel, Switzerland.
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Morris R, Al Tannir AH, Chipman J, Charles A, Ingraham NE, Kalinoski M, Bolden L, Siegel L, Tignanelli CJ. Deriving a definition of chronic critical illness: ICU stay of 10 days. Am J Surg 2024; 237:115767. [PMID: 38782686 DOI: 10.1016/j.amjsurg.2024.05.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 04/29/2024] [Accepted: 05/17/2024] [Indexed: 05/25/2024]
Affiliation(s)
- Rachel Morris
- Department of Surgery, Division of Trauma & Critical Care, Medical College of Wisconsin, Milwaukee, WI, USA.
| | - Abdul Hafiz Al Tannir
- Department of Surgery, Division of Trauma & Critical Care, Medical College of Wisconsin, Milwaukee, WI, USA.
| | - Jeffrey Chipman
- Department of Surgery, Division of Trauma & Critical Care, University of Minnesota, Minneapolis, MN, USA.
| | - Anthony Charles
- Department of Surgery, Division of Trauma & Critical Care, University of North Carolina, Chapel Hill, NC, USA.
| | - Nicholas E Ingraham
- Department of Internal Medicine, Division of Pulmonary & Critical Care, University of Minnesota, Minneapolis, MN, USA.
| | - Michael Kalinoski
- Department of Surgery, Division of Trauma & Critical Care, University of Minnesota, Minneapolis, MN, USA.
| | - Leah Bolden
- Department of Internal Medicine, Division of Pulmonary & Critical Care, University of Minnesota, Minneapolis, MN, USA.
| | - Lianne Siegel
- School of Public Health, Division of Biostatistics, University of Minnesota, Minneapolis, MN, USA.
| | - Christopher J Tignanelli
- Department of Surgery, Division of Trauma & Critical Care, University of Minnesota, Minneapolis, MN, USA.
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Statlender L, Shochat T, Robinson E, Fishman G, Hellerman-Itzhaki M, Bendavid I, Singer P, Kagan I. Urea to creatinine ratio as a predictor of persistent critical illness. J Crit Care 2024; 83:154834. [PMID: 38781812 DOI: 10.1016/j.jcrc.2024.154834] [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: 02/10/2024] [Revised: 05/11/2024] [Accepted: 05/13/2024] [Indexed: 05/25/2024]
Abstract
INTRODUCTION Persistent critical illness (PCI) is a syndrome in which the acute presenting problem has been stabilized, but the patient's clinical state does not allow ICU discharge. The burden associated with PCI is substantial. The most obvious marker of PCI is prolonged ICU length of stay (LOS), usually greater than 10 days. Urea to Creatinine ratio (UCr) has been suggested as an early marker of PCI development. METHODS A single-center retrospective study. Data of patients admitted to a general mixed medical-surgical ICU during Jan 1st 2018 till Dec 31st 2022 was extracted, including demographic data, baseline characteristics, daily urea and creatinine results, renal replacement therapy (RRT) provided, and outcome measures - length of stay, and mortality (ICU, and 90 days). Patients were defined as PCI patients if their LOS was >10 days. We used Fisher exact test or Chi-square to compare PCI and non-PCI patients. The association between UCr with PCI development was assessed by repeated measures linear model. Multivariate Cox regression was used for 1 year mortality assessment. RESULTS 2098 patients were included in the analysis. Patients who suffered from PCI were older, with higher admission prognostic scores. Their 90-day mortality was significantly higher than non-PCI patients (34.58% vs 12.18%, p < 0.0001). A significant difference in UCr was found only on the first admission day among all patients. This was not found when examining separately surgical, trauma, or transplantation patients. We did not find a difference in UCr in different KDIGO (Kidney Disease Improving Global Outcomes) stages. Elevated UCr and PCI were found to be significantly associated with 1 year mortality. CONCLUSION In this single center retrospective cohort study, UCr was not found to be associated with PCI development.
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Affiliation(s)
- Liran Statlender
- Department of General Intensive Care, Rabin Medical Centre, Beilinson Hospital, Petah Tikva, Israel; School of Medicine, Tel Aviv University, Tel Aviv, Israel.
| | - Tzippy Shochat
- Statistical Consulting Unit, Rabin Medical Centre, Petah Tikva, Israel
| | - Eyal Robinson
- Department of General Intensive Care, Rabin Medical Centre, Beilinson Hospital, Petah Tikva, Israel; School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Guy Fishman
- Department of General Intensive Care, Rabin Medical Centre, Beilinson Hospital, Petah Tikva, Israel; School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Moran Hellerman-Itzhaki
- Department of General Intensive Care, Rabin Medical Centre, Beilinson Hospital, Petah Tikva, Israel; Institute for Nutrition Research, Felsenstein Medical Research Centre, Petah Tikva, Israel; School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Itai Bendavid
- Department of General Intensive Care, Rabin Medical Centre, Beilinson Hospital, Petah Tikva, Israel; School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Pierre Singer
- Department of General Intensive Care, Rabin Medical Centre, Beilinson Hospital, Petah Tikva, Israel; Institute for Nutrition Research, Felsenstein Medical Research Centre, Petah Tikva, Israel; School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Ilya Kagan
- Department of General Intensive Care, Rabin Medical Centre, Beilinson Hospital, Petah Tikva, Israel; Institute for Nutrition Research, Felsenstein Medical Research Centre, Petah Tikva, Israel; School of Medicine, Tel Aviv University, Tel Aviv, Israel
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Lin TK, Chen MY, Cheng HH, Chow J, Chen CM, Chou W. Effectiveness of abdominal sandbag training in enhancing diaphragm muscle function and exercise tolerance in patients with chronic respiratory failure. J Formos Med Assoc 2024; 123:1087-1092. [PMID: 38302365 DOI: 10.1016/j.jfma.2024.01.021] [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: 10/01/2023] [Revised: 01/13/2024] [Accepted: 01/20/2024] [Indexed: 02/03/2024] Open
Abstract
BACKGROUND Chronic respiratory failure is a common cause of ventilator dependence in the intensive care unit (ICU). The causes of chronic respiratory failure include primary disease or complications, such as ICU-acquired weakness. Traditional practice requires patients to remain immobile and bedridden; however, recent evidence suggests that early adequate exercise promotes recovery without increasing risks. In this study, we explored the efficacy of planned progressive abdominal sandbag training in promoting the successful withdrawal of patients with chronic respiratory failure from mechanical ventilation. METHODS This study was conducted between April 2019 and November 2020. Patients were recruited and divided into two groups: abdominal sandbag training group and control group (no training). The training group participated in a 3-month daily pulmonary rehabilitation program, which involved a 30-min session of progressive sandbag loading on the upper abdomen as a form of diaphragmatic resistant exercise. The pressure support level of the ventilator was adjusted to maintain a tidal volume of 8 mL/kg. To investigate the effect of abdominal sandbag training on patients with chronic respiratory failure, we compared tidal volume, shallow breathing index, maximum respiratory pressure, and diaphragm characteristics between the training and control groups. RESULTS This study included 31 patients; of them, 17 (54.8 %) received abdominal sandbag training and 14 (45.2 %) did not. No significant between-group difference was found in baseline characteristics. Compared with the control group, the training group exhibited considerable improvements in ventilation-related parameters (p < 0.001): the tidal volume markedly increased (p = 0.012), rapid shallow breathing index declined (p = 0.016), and maximum respiratory pressure increased (p < 0.001) in the training group. The diaphragm motion value (p = 0.048) and diaphragm thickness (p = 0.041) were greater in the training group than in the control group. Nine patients (52.9 %) in the training group were removed from the ventilator compared with 1 (7.1 %) in the control group (p = 0.008). CONCLUSION Abdominal sandbag training may be beneficial for patients dependent on a ventilator. The training improves the function of the diaphragm muscle, thereby increasing tidal volume and reducing the respiratory rate and rapid shallow breathing index, thus facilitating withdrawal from ventilation. This training approach may also improve the thickness and motion of the diaphragm and the rate of ventilator detachment.
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Affiliation(s)
- Tsung Ko Lin
- Chi Mei Medical Center, Department of Rehabilitation, Taiwan
| | - Miao Yu Chen
- Chi Mei Hospital, Chiali, Department of Respiratory Therapy, Taiwan
| | - Hsin Han Cheng
- Chi Mei Medical Center, Department of Rehabilitation, Taiwan
| | - Julie Chow
- Chi Mei Medical Center, Department of Pediatrics, Taiwan
| | - Chin Ming Chen
- Chi Mei Medical Center, Department of Intensive Care, Taiwan
| | - Willy Chou
- Chi Mei Medical Center, Department of Rehabilitation, Taiwan.
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Tao J, Seier KP, Chawla S, Tan KS, Wheeler A, Sanzone J, Marasigan-Stone CB, Simondac JSS, Pascual AV, Kostelecky NT, Voigt LP. Impact of Delirium Onset and Duration on Mortality in Patients With Cancer Admitted to the ICU. J Intensive Care Med 2024; 39:900-908. [PMID: 38629453 PMCID: PMC11898015 DOI: 10.1177/08850666241244733] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/05/2024]
Abstract
BACKGROUND Little is known on the effects of delirium onset and duration on outcome in critically ill patients with cancer. OBJECTIVES To determine the impact of delirium onset and duration on intensive care unit (ICU) and hospital mortality and length of stay (LOS) in patients with cancer. METHODS Of the 915 ICU patients admitted in 2018, 371 were included for analysis after excluding for terminal disease, <24-h ICU stay, lack of active cancer and delirium. Delirium was defined as early if onset was within 2 days of ICU admission, late if onset was on day 3 or later, short if duration was 2 days or less, and long if duration was 3 days or longer. Patients were placed into 4 combination groups: early-short, early-long, late-short, and late-long delirium. Multivariate analysis controlling for sex, age, metastatic disease, and predelirium hospital LOS was performed to determine ICU and hospital mortality and LOS. Exploratory analysis of long-term survival was also performed. Restricted cubic splines were performed to confirm the use of 2 days to distinguish between early versus late onset and short versus long duration. RESULTS A total of 32.9% (n = 122) patients had early-short, 39.1% (n = 145) early-long, 16.2% (n = 60) late-short, and 11.9% (n = 44) late-long delirium. Late-long delirium was independently associated with increased ICU (OR 4.45, CI 1.92-10.30; P < .001) and hospital (OR 2.91, CI 1.37-6.19; P = .005) mortality and longer ICU (OR 1.97, CI 1.58-2.47; P < .001) LOS compared to early-short delirium. Early delirium had better overall survival at 18 months than late delirium. Long-term survival further improved when delirium duration was 2 days or less. Prediction heatmaps confirm the use of a 2-day cutoff. CONCLUSION Late delirium, especially with long duration, significantly worsens outcome in ICU patients with cancer and should be considered a harbinger of poor overall condition.
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Affiliation(s)
- Jing Tao
- Department of Anesthesiology & Critical Care Medicine, Critical Care Medicine Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kenneth P. Seier
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sanjay Chawla
- Department of Anesthesiology & Critical Care Medicine, Critical Care Medicine Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Anesthesiology, Weill Cornell Medical College, New York, NY, USA
| | - Kay See Tan
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Amanda Wheeler
- Department of Occupational Therapy, Sacred Heart University, Fairfield, CT, USA
| | - Joanna Sanzone
- Bone Marrow Transplantation Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | | | - Analin V. Pascual
- Department of Nursing, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Natalie T. Kostelecky
- Department of Anesthesiology & Critical Care Medicine, Critical Care Medicine Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Louis P. Voigt
- Department of Anesthesiology & Critical Care Medicine, Critical Care Medicine Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Anesthesiology, Weill Cornell Medical College, New York, NY, USA
- Department of Medicine, Supportive Care Medicine Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA
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Rhodes A, Wilson C, Zelenkov D, Adams K, Poyant JO, Han X, Faugno A, Montalvo C. "The Psychiatric Domain of Post-Intensive Care Syndrome: A Review for the Intensivist". J Intensive Care Med 2024:8850666241275582. [PMID: 39169853 DOI: 10.1177/08850666241275582] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/23/2024]
Abstract
Post-intensive care syndrome (PICS) is a clinical syndrome characterized by new or worsening changes in mental health, cognition, or physical function that persist following critical illness. The psychiatric domain of PICS encompasses new or worsened psychiatric burdens following critical illness, including post-traumatic stress disorder (PTSD), depression, and anxiety. Many of the established predisposing and precipitating factors for the psychiatric domain of PICS are commonly found in the setting of critical illness, including mechanical ventilation (MV), exposure to sedating medications, and physical restraint. Importantly, previous psychiatric history is a strong risk factor for the development of the psychiatric domain of PICS and should be considered when screening patients to diagnose psychiatric impairment and interventions. Delirium has been associated with psychiatric symptoms following ICU admission, therefore prevention warrants careful consideration. Dexmedetomidine has been shown to have the lowest risk for development of delirium when compared to other sedatives and has been the only sedative studied in relation to the psychiatric domain of PICS. Nocturnal dexmedetomidine and intensive care unit (ICU) diaries have been associated with decreased psychiatric burden after ICU discharge. Studies evaluating the impact of other intra-ICU practices on the development of the psychiatric domain of PICS, including the ABCDEF bundle, depth of sedation, and daily spontaneous awakening trials, have been limited and inconclusive. The psychiatric domain of PICS is difficult to treat and may be less responsive to multidisciplinary post-discharge programs and targeted interventions than the cognitive and physical domains of PICS. Given the high morbidity associated with the psychiatric domain of PICS, intensivists should familiarize themselves with the risk factors and intra-ICU interventions that can mitigate this important and under-recognized condition.
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Affiliation(s)
- Allison Rhodes
- Tufts Medical Center, Boston, MA, USA
- Tufts University School of Medicine, Boston, MA
| | | | | | - Kathryne Adams
- Tufts Medical Center, Boston, MA, USA
- Tufts University School of Medicine, Boston, MA
| | | | - Xuan Han
- Tufts Medical Center, Boston, MA, USA
- Tufts University School of Medicine, Boston, MA
| | - Anthony Faugno
- Tufts Medical Center, Boston, MA, USA
- Tufts University School of Medicine, Boston, MA
| | - Cristina Montalvo
- Tufts Medical Center, Boston, MA, USA
- Tufts University School of Medicine, Boston, MA
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20
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Chichra A, Tickoo M, Honiden S. Managing the Chronically Ventilated Critically Ill Population. J Intensive Care Med 2024; 39:703-714. [PMID: 37787184 DOI: 10.1177/08850666231203601] [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] [Indexed: 10/04/2023]
Abstract
Advances in intensive care over the past few decades have significantly improved the chances of survival for patients with acute critical illness. However, this progress has also led to a growing population of patients who are dependent on intensive care therapies, including prolonged mechanical ventilation (PMV), after the initial acute period of critical illness. These patients are referred to as the "chronically critically ill" (CCI). CCI is a syndrome characterized by prolonged mechanical ventilation, myoneuropathies, neuroendocrine disorders, nutritional deficiencies, cognitive and psychiatric issues, and increased susceptibility to infections. It is associated with high morbidity and mortality as well as a significant increase in healthcare costs. In this article, we will review disease burden, outcomes, psychiatric effects, nutritional and ventilator weaning strategies as well as the role of palliative care for CCI with a specific focus on those requiring PMV.
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Affiliation(s)
- Astha Chichra
- Section of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Mayanka Tickoo
- Division of Pulmonary, Critical Care and Sleep Medicine, Tufts University School of Medicine, Boston, MA, USA
| | - Shyoko Honiden
- Section of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
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21
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Viner Smith E, Lambell K, Tatucu-Babet OA, Ridley E, Chapple LA. Nutrition considerations for patients with persistent critical illness: A narrative review. JPEN J Parenter Enteral Nutr 2024; 48:658-666. [PMID: 38520657 DOI: 10.1002/jpen.2623] [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: 01/28/2024] [Revised: 02/28/2024] [Accepted: 02/28/2024] [Indexed: 03/25/2024]
Abstract
Critically ill patients experience high rates of malnutrition and significant muscle loss during their intensive care unit (ICU) admission, impacting recovery. Nutrition is likely to play an important role in mitigating the development and progression of malnutrition and muscle loss observed in ICU, yet definitive clinical trials of nutrition interventions in ICU have failed to show benefit. As improvements in the quality of medical care mean that sicker patients are able to survive the initial insult, combined with an aging and increasingly comorbid population, it is anticipated that ICU length of stay will continue to increase. This review aims to discuss nutrition considerations unique to critically ill patients who have persistent critical illness, defined as an ICU stay of >10 days. A discussion of nutrition concepts relevant to patients with persistent critical illness will include energy and protein metabolism, prescription, and delivery; monitoring of nutrition at the bedside; and the role of the healthcare team in optimizing nutrition support.
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Affiliation(s)
- Elizabeth Viner Smith
- Intensive Care Unit, Royal Adelaide Hospital, Adelaide, South Australia, Australia
- Adelaide Medical School, The University of Adelaide, Adelaide, South Australia, Australia
| | - Kate Lambell
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, Australia
- Dietetics and Nutrition, Alfred Health, Melbourne, Australia
| | - Oana A Tatucu-Babet
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, Australia
| | - Emma Ridley
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, Australia
- Dietetics and Nutrition, Alfred Health, Melbourne, Australia
| | - Lee-Anne Chapple
- Intensive Care Unit, Royal Adelaide Hospital, Adelaide, South Australia, Australia
- Adelaide Medical School, The University of Adelaide, Adelaide, South Australia, Australia
- Centre of Research Excellence in Translating Nutritional Science to Good Health, The University of Adelaide, Adelaide, South Australia, Australia
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22
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Mei Y, Li M, Li Y, Sheng X, Zhu C, Fan X, Zhang L, Pan A. Early Warning Models Using Machine Learning to Predict Sepsis-Associated Chronic Critical Illness: A Study Based on the Medical Information Mart for Intensive Care Database. Cureus 2024; 16:e67121. [PMID: 39290928 PMCID: PMC11407544 DOI: 10.7759/cureus.67121] [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] [Accepted: 08/18/2024] [Indexed: 09/19/2024] Open
Abstract
Background Patients with chronic critical illness (CCI) experience poor prognoses and incur high medical costs. However, there is currently limited clinical awareness of sepsis-associated CCI, resulting in insufficient vigilance. Therefore, it is necessary to build a machine learning model that can predict whether sepsis patients will develop CCI. Methods Clinical data on 19,077 sepsis patients from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database were analyzed. Predictive factors were identified using the Student's t-test, Mann-Whitney U test, or χ 2 test. Six machine learning classification models, namely, the logistic regression, support vector machine, decision tree, random forest, extreme gradient enhancement, and artificial neural network, were established. The optimal model was selected on the basis of its performance. Calibration curves were used to evaluate the accuracy of model classification, while the external validation dataset was used to evaluate the performance of the model. Results Thirty-seven characteristics, such as elevated alanine aminotransferase, rapid heart rate, and high Logistic Organ Dysfunction System scores, were identified as risk factors for developing CCI. The area under the receiver operating characteristic curve (AUROC) values for all models were above 0.73 on the internal test set. Among them, the extreme gradient enhancement model exhibited superior performance (F1 score = 0.91, AUROC = 0.91, Brier score = 0.052). It also exhibited stable prediction performance on the external validation set (AUROC = 0.72). Conclusion A machine learning model was established to predict whether sepsis patients will develop CCI. It can provide useful predictive information for clinical decision-making.
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Affiliation(s)
- Yulin Mei
- Department of Critical Care Medicine, Wannan Medical College, Wuhu, CHN
| | - Meng Li
- Department of Intensive Care Unit, First Affiliated Hospital of Anhui Medical University, Hefei, CHN
| | - Yuqi Li
- Department of Critical Care Medicine, Wannan Medical College, Wuhu, CHN
| | - Ximei Sheng
- Department of Critical Care Medicine, Wannan Medical College, Wuhu, CHN
| | - Chunyan Zhu
- Department of Critical Care Medicine, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, CHN
| | - Xiaoqin Fan
- Department of Critical Care Medicine, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, CHN
| | - Lei Zhang
- Department of Critical Care Medicine, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, CHN
| | - Aijun Pan
- Department of Critical Care Medicine, The First Affiliated Hospital of USTC, Division of Life Science and Medicine, University of Science and Technology of China, Hefei, CHN
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23
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Doherty C, Feder S, Gillespie-Heyman S, Akgün KM. Easing Suffering for ICU Patients and Their Families: Evidence and Opportunities for Primary and Specialty Palliative Care in the ICU. J Intensive Care Med 2024; 39:715-732. [PMID: 37822226 DOI: 10.1177/08850666231204305] [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] [Indexed: 10/13/2023]
Abstract
Intensive care unit (ICU) admissions are often accompanied by many physical and existential pressure points that can be extraordinarily wearing on patients and their families and surrogate decision makers (SDMs). Multidisciplinary palliative support, including physicians, advanced practice nurses, nutritionists, chaplains and other team members, may alleviate many of these sources of potential suffering. However, the palliative needs of ICU patients undoubtedly exceed the bandwidth of current consultative specialty palliative medicine teams. Informed by standard-of-care palliative medicine domains, we review common ICU symptoms (pain, dyspnea and thirst) and their prevalence, sources and their treatment. We then identify palliative needs and impacts in the domains of communication, SDM support and transitions of care for patients and their families through their journey in the ICU, from discharge and recovery at home to chronic critical illness, post-ICU disability or death. Finally, we examine the evidence for strategies to incorporate specialty palliative medicine and palliative principles into ICU care for the improvement of patient- and family-centered care. While randomized controlled studies have failed to demonstrate measurable improvement in pre-determined outcomes for patient- and family-relevant outcomes, embracing the principles of palliative medicine and assuring their delivery in the ICU is likely to translate to overall improvement in humanistic, person-centered care that supports patients and their SDMs during and following critical illness.
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Affiliation(s)
- Christine Doherty
- Department of Internal Medicine New Haven, Yale New Haven Hospital, New Haven, CT, USA
- Yale School of Medicine, New Haven, CT, USA
| | - Shelli Feder
- Yale University School of Nursing, Orange, CT, USA
| | | | - Kathleen M Akgün
- Yale School of Medicine, New Haven, CT, USA
- Section of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, VA-Connecticut and Yale University School of Medicine, New Haven, CT, USA
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24
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Xu D, Lu Y, Wang Y, Li F. The obesity paradox and 90 day mortality in chronic critically ill patients: a cohort study using a large clinical database. Eur J Med Res 2024; 29:392. [PMID: 39075583 PMCID: PMC11285416 DOI: 10.1186/s40001-024-01962-w] [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: 02/10/2024] [Accepted: 07/04/2024] [Indexed: 07/31/2024] Open
Abstract
BACKGROUND This study investigates the obesity paradox, where obesity is linked to lower mortality in certain patient groups, focusing on its impact on long-term mortality in chronic critically ill (CCI) patients. METHODS We retrospectively analyzed CCI patients from the Medical Information Mart for Intensive Care-IV (MIMIC-IV) database's Intensive Care Unit, categorizing them into six groups based on Body Mass Index (BMI). Using stepwise multivariable Cox regression and restricted cubic spline models, we examined the association between BMI and 90 day mortality, accounting for confounding variables through subgroup analyses. RESULTS The study included 1996 CCI patients, revealing a 90 day mortality of 34.12%. Overweight and obese patients exhibited significantly lower mortality compared to normal-weight individuals. Adjusted analysis showed lower mortality risks in overweight and obese groups (HRs 0.60 to 0.72, p < 0.001). The cubic spline model indicated a negative correlation between BMI and 90 day mortality, with subgroup analyses highlighting interactions with age. CONCLUSION Our findings confirm the obesity paradox in CCI patients, especially among the elderly (65-85 years) and very elderly (≥ 85 years). The results suggest a beneficial association of higher BMI in older CCI patients, though caution is advised for those under 45.
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Affiliation(s)
- Danyu Xu
- Chongqing Medical University, Chongqing, 400016, People's Republic of China
| | - Yan Lu
- Chongqing Medical University, Chongqing, 400016, People's Republic of China
| | - Yan Wang
- Chongqing Medical University, Chongqing, 400016, People's Republic of China
| | - Feng Li
- The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, People's Republic of China.
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25
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Myers LC, Bosch NA, Soltesz L, Daly KA, Campbell CI, Schwager E, Salvati E, Stevens JP, Wunsch H, Rucci JM, Jafarzadeh SR, Liu VX, Walkey AJ. Opioid Administration Practice Patterns in Patients With Acute Respiratory Failure Who Undergo Invasive Mechanical Ventilation. Crit Care Explor 2024; 6:e1123. [PMID: 39018285 PMCID: PMC11257673 DOI: 10.1097/cce.0000000000001123] [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] [Indexed: 07/19/2024] Open
Abstract
IMPORTANCE The opioid crisis is impacting people across the country and deserves attention to be able to curb the rise in opioid-related deaths. OBJECTIVES To evaluate practice patterns in opioid infusion administration and dosing for patients with acute respiratory failure receiving invasive mechanical ventilation. DESIGN Retrospective cohort study. SETTING AND PARTICIPANTS Patients from 21 hospitals in Kaiser Permanente Northern California and 96 hospitals in Philips electronic ICU Research Institute. MAIN OUTCOMES AND MEASURES We assessed whether patients received opioid infusion and the dose of said opioid infusion. RESULTS We identified patients with a diagnosis of acute respiratory failure who were initiated on invasive mechanical ventilation. From each patient, we determined if opioid infusions were administered and, among those who received an opioid infusion, the median daily dose of fentanyl infusion. We used hierarchical regression models to quantify variation in opioid infusion use and the median daily dose of fentanyl equivalents across hospitals. We included 13,140 patients in the KPNC cohort and 52,033 patients in the eRI cohort. A total of 7,023 (53.4%) and 16,311 (31.1%) patients received an opioid infusion in the first 21 days of mechanical ventilation in the KPNC and eRI cohorts, respectively. After accounting for patient- and hospital-level fixed effects, the hospital that a patient was admitted to explained 7% (95% CI, 3-11%) and 39% (95% CI, 28-49%) of the variation in opioid infusion use in the KPNC and eRI cohorts, respectively. Among patients who received an opioid infusion, the median daily fentanyl equivalent dose was 692 µg (interquartile range [IQR], 129-1341 µg) in the KPNC cohort and 200 µg (IQR, 0-1050 µg) in the eRI cohort. Hospital explained 4% (95% CI, 1-7%) and 20% (95% CI, 15-26%) of the variation in median daily fentanyl equivalent dose in the KPNC and eRI cohorts, respectively. CONCLUSIONS AND RELEVANCE In the context of efforts to limit healthcare-associated opioid exposure, our findings highlight the considerable opioid exposure that accompanies mechanical ventilation and suggest potential under and over-treatment with analgesia. Our results facilitate benchmarking of hospitals' analgesia practices against risk-adjusted averages and can be used to inform usual care control arms of analgesia and sedation clinical trials.
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Affiliation(s)
- Laura C. Myers
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
- The Permanente Medical Group, Kaiser Permanente Northern California, Oakland, CA
| | - Nicholas A. Bosch
- The Pulmonary Center, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA
- Center for Implementation and Improvement Sciences, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA
| | - Lauren Soltesz
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
- The Permanente Medical Group, Kaiser Permanente Northern California, Oakland, CA
| | - Kathleen A. Daly
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
- The Permanente Medical Group, Kaiser Permanente Northern California, Oakland, CA
| | - Cynthia I. Campbell
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
- UCSF Department of Psychiatry and Behavioral Sciences, San Francisco, CA
| | | | | | - Jennifer P. Stevens
- Center for Healthcare Delivery Science, Beth Israel Deaconess Medical Center, Boston, MA
| | - Hannah Wunsch
- Department of Anesthesiology, Weill Cornell Medicine, New York, NY
| | - Justin M. Rucci
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
- Boston VA Healthcare System, Center for Healthcare Organization and Implementation Research, Boston, MA
| | - S. Reza Jafarzadeh
- Section of Rheumatology, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA
| | - Vincent X. Liu
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
- The Permanente Medical Group, Kaiser Permanente Northern California, Oakland, CA
| | - Allan J. Walkey
- Division of Health Systems Science, Department of Medicine, UMass Chan Medical School, Worcester, MA
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26
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Andersen SK, Yang Y, Kross EK, Haas B, Geagea A, May TL, Hart J, Bagshaw SM, Dzeng E, Fischhoff B, White DB. Achieving Goals of Care Decisions in Chronic Critical Illness: A Multi-Institutional Qualitative Study. Chest 2024; 166:107-117. [PMID: 38365177 PMCID: PMC11251076 DOI: 10.1016/j.chest.2024.02.015] [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: 08/21/2023] [Revised: 01/29/2024] [Accepted: 02/11/2024] [Indexed: 02/18/2024] Open
Abstract
BACKGROUND Physicians, patients, and families alike perceive a need to improve how goals of care (GOC) decisions occur in chronic critical illness (CCI), but little is currently known about this decision-making process. RESEARCH QUESTION How do intensivists from various health systems facilitate decision-making about GOC for patients with CCI? What are barriers to, and facilitators of, this decision-making process? STUDY DESIGN AND METHODS We conducted semistructured interviews with a purposeful sample of intensivists from the United States and Canada using a mental models approach adapted from decision science. We analyzed transcripts inductively using qualitative description. RESULTS We interviewed 29 intensivists from six institutions. Participants across all sites described GOC decision-making in CCI as a complex, longitudinal, and iterative process that involved substantial preparatory work, numerous stakeholders, and multiple family meetings. Intensivists required considerable time to collect information on prior events and conversations, and to arrive at a prognostic consensus with other involved physicians prior to meeting with families. Many intensivists stressed the importance of scheduling multiple family meetings to build trust and relationships prior to explicitly discussing GOC. Physician-identified barriers to GOC decision-making included 1-week staffing models, limited time and cognitive bandwidth, difficulty eliciting patient values, and interpersonal challenges with care team members or families. Potential facilitators included scheduled family meetings at regular intervals, greater interprofessional involvement in decisions, and consistent messaging from care team members. INTERPRETATION Intensivists described a complex time- and labor-intensive group process to achieve GOC decision-making in CCI. System-level interventions that improve how information is shared between physicians and decrease logistical and relational barriers to timely and consistent communication are key to improving GOC decision-making in CCI.
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Affiliation(s)
- Sarah K Andersen
- Program on Ethics and Decision Making, The Clinical Research, Investigation, and Systems Modeling of Acute Illness (CRISMA) Center, Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA; Department of Critical Care Medicine, Faculty of Medicine and Dentistry, University of Alberta and Alberta Health Services, Edmonton, AB, Canada.
| | - Yanran Yang
- Department of Engineering and Public Policy, Carnegie Mellon University, Pittsburgh, PA; Global Health Research Center, Duke Kunshan University, Jiangsu, China
| | - Erin K Kross
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of Washington, Seattle, WA; Cambia Palliative Care Center of Excellence at UW Medicine, Seattle, WA
| | - Barbara Haas
- Interdepartmental Division of Critical Care, University of Toronto, Toronto, ON, Canada; Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Anna Geagea
- Division of Critical Care Medicine, Department of Medicine, North York General Hospital, Toronto, ON, Canada
| | - Teresa L May
- Department of Pulmonary and Critical Care, Maine Medical Center, Portland, ME
| | - Joanna Hart
- Palliative and Advanced Illness Research Center, Department of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Sean M Bagshaw
- Department of Critical Care Medicine, Faculty of Medicine and Dentistry, University of Alberta and Alberta Health Services, Edmonton, AB, Canada
| | - Elizabeth Dzeng
- Division of Hospital Medicine, Department of Medicine, University of California San Francisco, San Francisco, CA
| | - Baruch Fischhoff
- Department of Engineering and Public Policy, Carnegie Mellon University, Pittsburgh, PA
| | - Douglas B White
- Program on Ethics and Decision Making, The Clinical Research, Investigation, and Systems Modeling of Acute Illness (CRISMA) Center, Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA
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27
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Likhvantsev VV, Berikashvili LB, Yadgarov MY, Yakovlev AA, Kuzovlev AN. The Tri-Steps Model of Critical Conditions in Intensive Care: Introducing a New Paradigm for Chronic Critical Illness. J Clin Med 2024; 13:3683. [PMID: 38999249 PMCID: PMC11242724 DOI: 10.3390/jcm13133683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Revised: 06/15/2024] [Accepted: 06/20/2024] [Indexed: 07/14/2024] Open
Abstract
Background: The prevailing model for understanding chronic critical illness is a biphasic model, suggesting phases of acute and chronic critical conditions. A major challenge within this model is the difficulty in determining the timing of the process chronicity. It is likely that the triad of symptoms (inflammation, catabolism, and immunosuppression [ICIS]) could be associated with this particular point. We aimed to explore the impact of the symptom triad (inflammation, catabolism, immunosuppression) on the outcomes of patients hospitalized in intensive care units (ICUs). Methods: The eICU-CRD database with 200,859 ICU admissions was analyzed. Adult patients with the ICIS triad, identified by elevated CRP (>20 mg/L), reduced albumin (<30 g/L), and low lymphocyte counts (<0.8 × 109/L), were included. The cumulative risk of developing ICIS was assessed using the Nelson-Aalen estimator. Results: This retrospective cohort study included 894 patients (485 males, 54%), with 60 (6.7%) developing ICIS. The cumulative risk of ICIS by day 21 was 22.5%, with incidence peaks on days 2-3 and 10-12 after ICU admission. Patients with the ICIS triad had a 2.5-fold higher mortality risk (p = 0.009) and double the likelihood of using vasopressors (p = 0.008). The triad onset day did not significantly affect mortality (p = 0.104). Patients with ICIS also experienced extended hospital (p = 0.041) and ICU stays (p < 0.001). Conclusions: The symptom triad (inflammation, catabolism, immunosuppression) during hospitalization increases mortality risk by 2.5 times (p = 0.009) and reflects the chronicity of the critical condition. Identifying two incidence peaks allows the proposal of a new Tri-steps model of chronic critical illness with acute, extended, and chronic phases.
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Affiliation(s)
- Valery V Likhvantsev
- Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology, Moscow 107031, Russia
| | - Levan B Berikashvili
- Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology, Moscow 107031, Russia
| | - Mikhail Ya Yadgarov
- Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology, Moscow 107031, Russia
| | - Alexey A Yakovlev
- Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology, Moscow 107031, Russia
| | - Artem N Kuzovlev
- Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology, Moscow 107031, Russia
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28
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Abstract
OBJECTIVES To identify and geolocate pediatric post-acute care (PAC) facilities in the United States. DESIGN Cross-sectional survey using both online resources and telephone inquiry. SETTING All 50 U.S. states surveyed from June 2022 to May 2023. Care sites identified via state regulatory agencies and the Centers for Medicare & Medicaid Services. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Number, size, and type of facility, scope of practice, and type of care provided. One thousand three hundred fifty-five facilities were surveyed; of these, 18.6% (252/1355) were pediatric-specific units or adult facilities accepting some pediatric patients. There were 109 pediatric-specific facilities identified within 39 U.S. states. Of these, 38 were freestanding with all accepting children with tracheostomies, 97.4% (37/38) accepting those requiring mechanical ventilation via tracheostomy, and 81.6% (31/38) accepting those requiring parenteral nutrition. The remaining 71 facilities were adult facilities with embedded pediatric units or children's hospitals with 88.7% (63/71), 54.9% (39/71), and 54.9% (39/71), accepting tracheostomies, mechanical ventilation via tracheostomy, and parenteral nutrition, respectively. Eleven states lacked any pediatric-specific PAC units or facilities. CONCLUSIONS The distribution of pediatric PAC is sparse and uneven across the United States. We present an interactive map and database describing these facilities. These data offer a starting point for exploring the consequences of pediatric PAC supply.
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Affiliation(s)
- Nadine Straka
- Division of Critical Care, Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Boston, MA
- Harvard Medical School, Harvard University, Boston, MA
| | - Urbano L França
- Division of Critical Care, Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Boston, MA
- Harvard Medical School, Harvard University, Boston, MA
| | - Jennifer D Franks
- Division of Critical Care, Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Boston, MA
| | - Michael L McManus
- Division of Critical Care, Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Boston, MA
- Harvard Medical School, Harvard University, Boston, MA
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Su D, Wang F, Yang Y, Zhu Y, Wang T, Zheng K, Tang J. The association between frailty and in-hospital mortality in critically ill patients with congestive heart failure: results from MIMIC-IV database. Front Cardiovasc Med 2024; 11:1361542. [PMID: 38863896 PMCID: PMC11165203 DOI: 10.3389/fcvm.2024.1361542] [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: 12/26/2023] [Accepted: 05/14/2024] [Indexed: 06/13/2024] Open
Abstract
Background Frailty correlates with adverse outcomes in many cardiovascular diseases and is prevalent in individuals with heart failure (HF). The Hospital Frailty Risk Score (HFRS) offers an integrated, validated solution for frailty assessment in acute care settings, but its application in critically ill patients with congestive HF lacks exploration. This study aimed to identify the association between frailty assessed by the HFRS and in-hospital mortality in critically ill patients with congestive HF. Methods This observational study retrospectively enrolled 12,179 critically ill patients with congestive HF. Data from the Medical Information Mart for Intensive Care IV database was used. The HFRS was calculated to assess frailty. Patients were categorized into three groups: non-frailty (HFRS < 5, n = 7,961), pre-frailty (5 ≤ HFRS < 15, n = 3,684), and frailty (HFRS ≥ 15, n = 534). Outcomes included in-hospital mortality, length of intensive care unit stay, and length of hospital stay. Multiple logistic regression and Locally Weighted Scatterplot Smoothing (LOWESS) smoother were used to investigate the association between frailty and outcomes. Subgroup analysis was employed to elucidate the correlation between frailty levels and in-hospital mortality across diverse subgroups. Results 12,179 patients were enrolled, 6,679 (54.8%) were male, and the average age was 71.05 ± 13.94 years. The overall in-hospital mortality was 11.7%. In-hospital mortality increased with the escalation of frailty levels (non-frailty vs. pre-frailty vs. frailty: 9.7% vs. 14.8% vs. 20.2%, P < 0.001). The LOWESS curve demonstrated that the HFRS was monotonically positively correlated with in-hospital mortality. Upon controlling for potential confounders, both pre-frailty and frailty statuses were found to be independently linked to a heightened risk of mortality during hospitalization (odds ratio [95% confidence interval]: pre-frailty vs. non-frailty: 1.27 [1.10-1.47], P = 0.001; frailty vs. non-frailty: 1.40 [1.07-1.83], P = 0.015; P for trend < 0.001). Significant interactions between frailty levels and in-hospital mortality were observed in the following subgroups: race, heart rate, creatinine, antiplatelet drug, diabetes, cerebrovascular disease, chronic renal disease, and sepsis. Conclusion In critically ill patients with congestive HF, frailty as assessed by the HFRS emerged as an independent predictor for the risk of in-hospital mortality. Prospective, randomized studies are required to determine whether improvement of frailty levels could improve clinical prognosis.
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Affiliation(s)
- Dongsheng Su
- Department of Cardiology, Second Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Fengyun Wang
- Department of Cardiology, Second Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yanhua Yang
- Department of Cardiology, Second Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yinchuan Zhu
- Department of Cardiology, Second Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Tong Wang
- Department of Cardiology, Second Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Keyang Zheng
- Centre of Hypertension, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Jianmin Tang
- Department of Cardiology, Second Affiliated Hospital of Zhengzhou University, Zhengzhou, 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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Chadda KR, Puthucheary Z. Persistent inflammation, immunosuppression, and catabolism syndrome (PICS): a review of definitions, potential therapies, and research priorities. Br J Anaesth 2024; 132:507-518. [PMID: 38177003 PMCID: PMC10870139 DOI: 10.1016/j.bja.2023.11.052] [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: 11/03/2023] [Revised: 11/17/2023] [Accepted: 11/19/2023] [Indexed: 01/06/2024] Open
Abstract
Persistent Inflammation, Immunosuppression, and Catabolism Syndrome (PICS) is a clinical endotype of chronic critical illness. PICS consists of a self-perpetuating cycle of ongoing organ dysfunction, inflammation, and catabolism resulting in sarcopenia, immunosuppression leading to recurrent infections, metabolic derangements, and changes in bone marrow function. There is heterogeneity regarding the definition of PICS. Currently, there are no licensed treatments specifically for PICS. However, findings can be extrapolated from studies in other conditions with similar features to repurpose drugs, and in animal models. Drugs that can restore immune homeostasis by stimulating lymphocyte production could have potential efficacy. Another treatment could be modifying myeloid-derived suppressor cell (MDSC) activation after day 14 when they are immunosuppressive. Drugs such as interleukin (IL)-1 and IL-6 receptor antagonists might reduce persistent inflammation, although they need to be given at specific time points to avoid adverse effects. Antioxidants could treat the oxidative stress caused by mitochondrial dysfunction in PICS. Possible anti-catabolic agents include testosterone, oxandrolone, IGF-1 (insulin-like growth factor-1), bortezomib, and MURF1 (muscle RING-finger protein-1) inhibitors. Nutritional support strategies that could slow PICS progression include ketogenic feeding and probiotics. The field would benefit from a consensus definition of PICS using biologically based cut-off values. Future research should focus on expanding knowledge on underlying pathophysiological mechanisms of PICS to identify and validate other potential endotypes of chronic critical illness and subsequent treatable traits. There is unlikely to be a universal treatment for PICS, and a multimodal, timely, and personalised therapeutic strategy will be needed to improve outcomes for this growing cohort of patients.
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Affiliation(s)
- Karan R Chadda
- William Harvey Research Institute, Barts and The London School of Medicine & Dentistry, Queen Mary University of London, London, UK; Homerton College, University of Cambridge, Cambridge, UK; Birmingham Acute Care Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK.
| | - Zudin Puthucheary
- William Harvey Research Institute, Barts and The London School of Medicine & Dentistry, Queen Mary University of London, London, UK; Adult Critical Care Unit, Royal London Hospital, London, UK
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32
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Lei M, Feng T, Zhang M, Chang F, Liu J, Sun B, Chen M, Li Y, Zhang L, Tang P, Yin P. CHRONIC CRITICAL ILLNESS-INDUCED MUSCLE ATROPHY: INSIGHTS FROM A TRAUMA MOUSE MODEL AND POTENTIAL MECHANISM MEDIATED VIA SERUM AMYLOID A. Shock 2024; 61:465-476. [PMID: 38517246 DOI: 10.1097/shk.0000000000002322] [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: 03/23/2024]
Abstract
ABSTRACT Background: Chronic critical illness (CCI), which was characterized by persistent inflammation, immunosuppression, and catabolism syndrome (PICS), often leads to muscle atrophy. Serum amyloid A (SAA), a protein upregulated in critical illness myopathy, may play a crucial role in these processes. However, the effects of SAA on muscle atrophy in PICS require further investigation. This study aims to develop a mouse model of PICS combined with bone trauma to investigate the mechanisms underlying muscle weakness, with a focus on SAA. Methods: Mice were used to examine the effects of PICS after bone trauma on immune response, muscle atrophy, and bone healing. The mice were divided into two groups: a bone trauma group and a bone trauma with cecal ligation and puncture group. Tibia fracture surgery was performed on all mice, and PICS was induced through cecal ligation and puncture surgery in the PICS group. Various assessments were conducted, including weight change analysis, cytokine analysis, hematological analysis, grip strength analysis, histochemical staining, and immunofluorescence staining for SAA. In vitro experiments using C2C12 cells (myoblasts) were also conducted to investigate the role of SAA in muscle atrophy. The effects of inhibiting receptor for advanced glycation endproducts (RAGE) or JAK2 on SAA-induced muscle atrophy were examined. Bioinformatic analysis was conducted using a dataset from the GEO database to identify differentially expressed genes and construct a coexpression network. Results: Bioinformatic analysis confirmed that SAA was significantly upregulated in muscle tissue of patients with intensive care unit-induced muscle atrophy. The PICS animal models exhibited significant weight loss, spleen enlargement, elevated levels of proinflammatory cytokines, and altered hematological profiles. Evaluation of muscle atrophy in the animal models demonstrated decreased muscle mass, grip strength loss, decreased diameter of muscle fibers, and significantly increased expression of SAA. In vitro experiment demonstrated that SAA decreased myotube formation, reduced myotube diameter, and increased the expression of muscle atrophy-related genes. Furthermore, SAA expression was associated with activation of the FOXO signaling pathway, and inhibition of RAGE or JAK2/STAT3-FOXO signaling partially reversed SAA-induced muscle atrophy. Conclusions: This study successfully develops a mouse model that mimics PICS in CCI patients with bone trauma. Serum amyloid A plays a crucial role in muscle atrophy through the JAK2/STAT3-FOXO signaling pathway, and targeting RAGE or JAK2 may hold therapeutic potential in mitigating SAA-induced muscle atrophy.
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Halacli B, Yildirim M, Kaya EK, Ulusoydan E, Ersoy EO, Topeli A. Chronic critical illness in critically ill COVID-19 patients. Chronic Illn 2024; 20:86-95. [PMID: 36883242 PMCID: PMC9996170 DOI: 10.1177/17423953231161333] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 02/08/2023] [Indexed: 03/09/2023]
Abstract
OBJECTIVES To evaluate the presence of chronic critical illness (CCI) in COVID-19 patients and compare clinical characteristics and prognosis of patients with and without CCI admitted to intensive care unit (ICU). METHODS It was a retrospective, observational study at a university hospital ICU. Patients were accepted as CCI if they had prolonged ICU stay (≥14 days) and got ≥1 score for cardiovascular sequential organ failure assessment (SOFA) score and ≥2 score in other parameters on day 14 of ICU admission which was described as persistent organ dysfunction. RESULTS 131 of 397 (33%) patients met CCI criteria. CCI patients were older (p = 0.003) and frailer (p < 0.001). Their Acute Physiology and Chronic Health Evaluation (APACHE) II and SOFA scores were higher, PaO2/FiO2 ratio was lower (p < 0.001). Requirement of invasive mechanical ventilation (IMV), steroid use, and septic shock on admission were higher in the CCI group (p < 0.001). CCI patients had higher ICU and hospital mortality than other patients (54.2% vs. 19.9% and 55.7% vs. 22.6%, p < 0.001, respectively). Regression analysis revealed that IMV (OR: 8.40, [5.10-13.83], p < 0.001) and PaO2/FiO2 < 150 on admission (OR: 2.25, [1.36-3.71], p = 0.002) were independent predictors for CCI. DISCUSSION One-third of the COVID-19 patients admitted to the ICU were considered as CCI with significantly higher ICU and hospital mortality.
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Affiliation(s)
- Burcin Halacli
- Department of Internal Medicine, Division of Intensive Care Medicine, Hacettepe University, Ankara, Turkey
| | - Mehmet Yildirim
- Department of Internal Medicine, Division of Intensive Care Medicine, Hacettepe University, Ankara, Turkey
| | - Esat Kivanc Kaya
- Department of Internal Medicine, Division of Intensive Care Medicine, Hacettepe University, Ankara, Turkey
| | - Ege Ulusoydan
- Department of Internal Medicine, Hacettepe University, Ankara, Turkey
| | - Ebru Ortac Ersoy
- Department of Internal Medicine, Division of Intensive Care Medicine, Hacettepe University, Ankara, Turkey
| | - Arzu Topeli
- Department of Internal Medicine, Division of Intensive Care Medicine, Hacettepe University, Ankara, Turkey
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Chung KP, Su JY, Wang YF, Budiarto BR, Yeh YC, Cheng JC, Keng LT, Chen YJ, Lu YT, Juan YH, Nakahira K, Ruan SY, Chien JY, Chang HT, Jerng JS, Huang YT, Chen SY, Yu CJ. Immunometabolic features of natural killer cells are associated with infection outcomes in critical illness. Front Immunol 2024; 15:1334882. [PMID: 38426112 PMCID: PMC10902670 DOI: 10.3389/fimmu.2024.1334882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 01/10/2024] [Indexed: 03/02/2024] Open
Abstract
Immunosuppression increases the risk of nosocomial infection in patients with chronic critical illness. This exploratory study aimed to determine the immunometabolic signature associated with nosocomial infection during chronic critical illness. We prospectively recruited patients who were admitted to the respiratory care center and who had received mechanical ventilator support for more than 10 days in the intensive care unit. The study subjects were followed for the occurrence of nosocomial infection until 6 weeks after admission, hospital discharge, or death. The cytokine levels in the plasma samples were measured. Single-cell immunometabolic regulome profiling by mass cytometry, which analyzed 16 metabolic regulators in 21 immune subsets, was performed to identify immunometabolic features associated with the risk of nosocomial infection. During the study period, 37 patients were enrolled, and 16 patients (43.2%) developed nosocomial infection. Unsupervised immunologic clustering using multidimensional scaling and logistic regression analyses revealed that expression of nuclear respiratory factor 1 (NRF1) and carnitine palmitoyltransferase 1a (CPT1a), key regulators of mitochondrial biogenesis and fatty acid transport, respectively, in natural killer (NK) cells was significantly associated with nosocomial infection. Downregulated NRF1 and upregulated CPT1a were found in all subsets of NK cells from patients who developed a nosocomial infection. The risk of nosocomial infection is significantly correlated with the predictive score developed by selecting NK cell-specific features using an elastic net algorithm. Findings were further examined in an independent cohort of COVID-19-infected patients, and the results confirm that COVID-19-related mortality is significantly associated with mitochondria biogenesis and fatty acid oxidation pathways in NK cells. In conclusion, this study uncovers that NK cell-specific immunometabolic features are significantly associated with the occurrence and fatal outcomes of infection in critically ill population, and provides mechanistic insights into NK cell-specific immunity against microbial invasion in critical illness.
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Affiliation(s)
- Kuei-Pin Chung
- Department of Laboratory Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Department of Laboratory Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Jia-Ying Su
- Institute of Molecular Biology, Academia Sinica, Taipei, Taiwan
- Institute of Statistical Science, Academia Sinica, Taipei, Taiwan
- Institute of Biomedical Informatics, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Bioinformatics Program, Taiwan International Graduate Program, Academia Sinica, Taipei, Taiwan
| | - Yi-Fu Wang
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
| | - Bugi Ratno Budiarto
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
- Taiwan International Graduate Program in Molecular Medicine, National Yang Ming Chiao Tung University and Academia Sinica, Taipei, Taiwan
| | - Yu-Chang Yeh
- Department of Anesthesiology, National Taiwan University Hospital, Taipei, Taiwan
| | - Jui-Chen Cheng
- Department of Integrated Diagnostics & Therapeutics, National Taiwan University Hospital, Taipei, Taiwan
| | - Li-Ta Keng
- Department of Internal Medicine, National Taiwan University Hospital, Hsinchu, Taiwan
| | - Yi-Jung Chen
- Department of Laboratory Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Ya-Ting Lu
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
| | - Yi-Hsiu Juan
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Kiichi Nakahira
- Department of Pharmacology, Nara Medical University, Kashihara, Nara, Japan
| | - Sheng-Yuan Ruan
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Jung-Yien Chien
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Hou-Tai Chang
- Department of Critical Care Medicine, Far Eastern Memorial Hospital, New Taipei, Taiwan
- Department of Industrial Engineering and Management, Yuan Ze University, Taoyuan, Taiwan
| | - Jih-Shuin Jerng
- Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Yen-Tsung Huang
- Institute of Statistical Science, Academia Sinica, Taipei, Taiwan
| | - Shih-Yu Chen
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
| | - Chong-Jen Yu
- Department of Internal Medicine, National Taiwan University Hospital, Hsinchu, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
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Egger M, Wimmer C, Stummer S, Reitelbach J, Bergmann J, Müller F, Jahn K. Reduced health-related quality of life, fatigue, anxiety and depression affect COVID-19 patients in the long-term after chronic critical illness. Sci Rep 2024; 14:3016. [PMID: 38321074 PMCID: PMC10847136 DOI: 10.1038/s41598-024-52908-5] [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: 09/22/2023] [Accepted: 01/25/2024] [Indexed: 02/08/2024] Open
Abstract
The term chronic critical illness describes patients suffering from persistent organ dysfunction and prolonged mechanical ventilation. In severe cases, COVID-19 led to chronic critical illness. As this population was hardly investigated, we evaluated the health-related quality of life, physical, and mental health of chronically critically ill COVID-19 patients. In this prospective cohort study, measurements were conducted on admission to and at discharge from inpatient neurorehabilitation and 3, 6, and 12 months after discharge. We included 97 patients (61 ± 12 years, 31% women) with chronic critical illness; all patients required mechanical ventilation. The median duration of ICU-treatment was 52 (interquartile range 36-71) days, the median duration of mechanical ventilation was 39 (22-55) days. Prevalences of fatigue, anxiety, and depression increased over time, especially between discharge and 3 months post-discharge and remained high until 12 months post-discharge. Accordingly, health-related quality of life was limited without noteworthy improvement (EQ-5D-5L: 0.63 ± 0.33). Overall, the burden of symptoms was high, even one year after discharge (fatigue 55%, anxiety 42%, depression 40%, problems with usual activities 77%, pain/discomfort 84%). Therefore, patients with chronic critical illness should receive attention regarding treatment after discharge with a special focus on mental well-being.Trial registration: German Clinical Trials Register, DRKS00025606. Registered 21 June 2021-Retrospectively registered, https://drks.de/search/de/trial/DRKS00025606 .
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Affiliation(s)
- Marion Egger
- Research Group, Department of Neurology, Schoen Clinic Bad Aibling, Kolbermoorer Strasse 72, 83043, Bad Aibling, Germany.
- Institute for Medical Information Processing, Biometry and Epidemiology (IBE), Faculty of Medicine, LMU Munich, Pettenkofer School of Public Health, Munich, Germany.
| | - Corinna Wimmer
- Research Group, Department of Neurology, Schoen Clinic Bad Aibling, Kolbermoorer Strasse 72, 83043, Bad Aibling, Germany
- German Center for Vertigo and Balance Disorders, University Hospital Grosshadern, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Sunita Stummer
- Research Group, Department of Neurology, Schoen Clinic Bad Aibling, Kolbermoorer Strasse 72, 83043, Bad Aibling, Germany
| | - Judith Reitelbach
- Research Group, Department of Neurology, Schoen Clinic Bad Aibling, Kolbermoorer Strasse 72, 83043, Bad Aibling, Germany
| | - Jeannine Bergmann
- Research Group, Department of Neurology, Schoen Clinic Bad Aibling, Kolbermoorer Strasse 72, 83043, Bad Aibling, Germany
| | - Friedemann Müller
- Research Group, Department of Neurology, Schoen Clinic Bad Aibling, Kolbermoorer Strasse 72, 83043, Bad Aibling, Germany
| | - Klaus Jahn
- Research Group, Department of Neurology, Schoen Clinic Bad Aibling, Kolbermoorer Strasse 72, 83043, Bad Aibling, Germany
- German Center for Vertigo and Balance Disorders, University Hospital Grosshadern, Ludwig-Maximilians-Universität München, Munich, Germany
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Andrianopoulos I, Giannakoulis VG, Papoutsi E, Papathanakos G, Koulouras V, Thompson BT, Siempos II. PROLONGED MECHANICAL VENTILATION IN ACUTE RESPIRATORY DISTRESS SYNDROME. Shock 2024; 61:240-245. [PMID: 38010051 DOI: 10.1097/shk.0000000000002248] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
ABSTRACT Purpose: Trajectory of acute respiratory distress syndrome (ARDS) spans from rapidly improving cases to cases receiving prolonged mechanical ventilation (PMV). We attempted to estimate temporal trends of prevalence and mortality of PMV and to identify risk factors associated with mortality of patients with ARDS receiving PMV. Methods: We performed a secondary analysis of individual patient data from six randomized controlled clinical trials conducted by the ARDS Network. Prolonged mechanical ventilation was defined as the need for mechanical ventilation for >21 consecutive days. Results: Of 4,216 patients with ARDS, 646 (15.3%) received PMV. Prevalence of PMV gradually declined from 18.4% in the ARDS Network: Low-Tidal-Volume Trial (published in 2000) trial to 10.9% in the SAILS (2014) trial ( R2 = 0.728, P = 0.031). Ninety-day mortality of patients receiving PMV did not change over time ( R2 = 0.271, P = 0.290) and remained as high as 36.8%. Ιn the three most recent trials, risk factors associated with mortality among the 250 patients with ARDS receiving PMV included age, malignancy, pneumonia as the cause of ARDS, coagulation dysfunction, and hepatic dysfunction during the first 21 days after trial enrollment. Conclusion: Although prevalence of PMV among patients enrolled in ARDS Network trials gradually declined, mortality did not change. Risk factors associated with mortality were mostly nonmodifiable.
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Affiliation(s)
- Ioannis Andrianopoulos
- Department of Intensive Care Medicine, University Hospital of Ioannina, Ioannina, Greece
| | - Vassilis G Giannakoulis
- First Department of Critical Care Medicine and Pulmonary Services, Evangelismos Hospital, National and Kapodistrian University of Athens Medical School, Athens, Greece
| | - Eleni Papoutsi
- First Department of Critical Care Medicine and Pulmonary Services, Evangelismos Hospital, National and Kapodistrian University of Athens Medical School, Athens, Greece
| | - Georgios Papathanakos
- Department of Intensive Care Medicine, University Hospital of Ioannina, Ioannina, Greece
| | - Vasilios Koulouras
- Department of Intensive Care Medicine, University Hospital of Ioannina, Ioannina, Greece
| | - B Taylor Thompson
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
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Zhao L, Xu WK, Wang Y, Lu WY, Wu Y, Hu R. Development and clinical empirical validation of the chronic critical illness prognosis prediction model. Technol Health Care 2024; 32:977-987. [PMID: 37545280 DOI: 10.3233/thc-230359] [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] [Indexed: 08/08/2023]
Abstract
BACKGROUND The evolution of critical care medicine and nursing has aided and enabled the rescue of a large number of patients from numerous life-threatening diseases. However, in many cases, patient health may not be quickly restored, and the long-term prognosis may not be optimistic. OBJECTIVES In this study, we aimed to develop and validate a prediction model for accurate, precise, and objective identification of the severity of chronic critical illness (CCI) in patients. METHODS We used a retrospective case-control and prospective cohort study with no interventions. Patients diagnosed with CCI admitted to the ICU of a large metropolitan public hospital were selected. In the case-control study, 344 patients (case: 172; control:172) were enrolled to develop the prognosis prediction model of chronic critical illness (PPCCI Model); 88 patients (case:44; control: 44) in a prospective cohort study, served as the validation cohort. The discrimination of the model was measured using the area under the curve (AUC) of the receiver operating characteristic curve (ROC). RESULTS Age, prolonged mechanical ventilation (PMV), sepsis or other severe infections, Glasgow Coma Scale (GCS), mean artery pressure (MAP), heart rate (HR), respiratory rate (RR), oxygenation index (OI), and active bleeding were the nine predictors included in the model. In both cohorts, the PPCCI model outperformed the Acute Physiology And Chronic Health Evaluation II (APACHE II), Modified Early Warning Score (MEWS), and Sequential Organ Failure Assessment (SOFA) in identifying deceased patients with CCI (development cohort: AUC, 0.934; 95%CI, 0.908-0.960; validation cohort: AUC, 0.965; 95% CI, 0.931-0.999). CONCLUSION The PPCCI model can provide ICU medical staff with a standardized measurement tool for assessing the condition of patients with CCI, enabling them to allocate ward monitoring resources rationally and communicate with family members.
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Affiliation(s)
- Li Zhao
- School of Nursing, Fujian Medical University, Fuzhou, Fujian, China
- Intensive Care Unit, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, China
| | - Wen-Kui Xu
- School of Nursing, Fujian Medical University, Fuzhou, Fujian, China
| | - Ying Wang
- School of Nursing, Fujian Medical University, Fuzhou, Fujian, China
| | - Wei-Yan Lu
- Department of Orthopaedic Trauma, Foot and Ankle Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, China
| | - Yong Wu
- Department of Hematology, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
| | - Rong Hu
- School of Nursing, Fujian Medical University, Fuzhou, Fujian, China
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Schwartz NH, Teed DN, Glover CM, Basapur S, Blodgett C, Giesing C, Lawm G, Podzimek G, Reeter R, Schorfheide L, Swiderski S, Greenberg JA. Clinician-initiated written communication for families of patients at a long-term acute care hospital. PEC INNOVATION 2023; 3:100179. [PMID: 38213760 PMCID: PMC10782111 DOI: 10.1016/j.pecinn.2023.100179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 06/07/2023] [Accepted: 06/12/2023] [Indexed: 01/13/2024]
Abstract
Objective To assess the experience of families and clinicians at a long term acute care hospital (LTACH) after implementing a written communication intervention. Methods Written communication templates were developed for six clinical disciplines. LTACH clinicians used templates to describe the condition of 30 mechanically ventilated patients at up to three time points. Completed templates were the basis for written summaries that were sent to families. Impressions of the intervention among families (n = 21) and clinicians (n = 17) were assessed using a descriptive correlational design. Interviews were analyzed using thematic content analysis. Results We identified four themes during interviews with families: Written summaries 1) facilitated communication with LTACH staff, 2) reduced stress related to COVID-19 visitor restrictions, 3) facilitated understanding of the patient condition, prognosis, and goals and 4) facilitated communication among family members. Although clinicians understood why families would appreciate written material, they did not feel that the intervention addressed their main challenge - overly optimistic expectations for patient recovery among families. Conclusion Written communication positively affected the experience of families of LTACH patients, but was less useful for clinicians. Innovation Use of written patient care updates helps LTACH clinicians initiate communication with families.
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Affiliation(s)
| | - Don N. Teed
- West Suburban Medical Center, Oak Park, United States
| | - Crystal M. Glover
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, United States
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, United States
- Department of Neurological Sciences, Rush University Medical Center, Chicago, United States
| | - Santosh Basapur
- Department of Family and Preventive Medicine, Rush University Medical Center, Chicago, United States
| | | | | | - Gerald Lawm
- RML Specialty Hospital, Chicago, United States
| | | | | | | | | | - Jared A. Greenberg
- Department of Internal Medicine, Rush University Medical Center, Chicago, United States
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Howard AF, Crowe S, Choroszewski L, Kovatch J, Kelly M, Haljan G. When chronic critical illness is a family affair: A multi-perspective qualitative study of family involvement in long-term care. Chronic Illn 2023; 19:804-816. [PMID: 36426509 PMCID: PMC10655697 DOI: 10.1177/17423953221141134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 11/05/2022] [Indexed: 11/27/2022]
Abstract
OBJECTIVE Those with chronic critical illness (CCI) remain dependent on life-sustaining treatments and increasingly reside in long-term care facilities equipped to meet their needs. The nature of family involvement in care remains undetermined thwarting approaches to mitigate poor family outcomes. The research objective was to explicate family involvement in the care of an individual with CCI who resides in long-term care. METHODS In this qualitative research, we used thematic analysis and constant comparative techniques to analyze data from interviews with 38 participants: 11 family members, 6 residents with CCI, and 21 healthcare providers. RESULTS Involvement in care entailed family: (1) reorienting their life despite the stress and emotional toll; (2) assuming responsibility for meaningful activities and management of practical matters, yet struggling alone; (3) advocating for care by being present, reminding and pushing, and picking their battles; and (4) figuring out how to contribute to nursing care, but with unclear expectations. DISCUSSION The burden of family caregiving was substantial, contrasting the assumption that family are relieved of their caregiver responsibilities when the patient with CCI is in a care facility. Research to address unmet family needs specific to their roles and responsibilities could potentially improve family outcomes and is warranted.
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Affiliation(s)
- A Fuchsia Howard
- School of Nursing, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Sarah Crowe
- School of Nursing, The University of British Columbia, Vancouver, British Columbia, Canada
- Department of Critical Care, Fraser Health Authority, Surrey, British Columbia, Canada
| | - Laura Choroszewski
- Department of Critical Care, Fraser Health Authority, Surrey, British Columbia, Canada
| | - Joe Kovatch
- Department of Critical Care, Fraser Health Authority, Surrey, British Columbia, Canada
| | - Mary Kelly
- School of Nursing, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Gregory Haljan
- Department of Critical Care, Fraser Health Authority, Surrey, British Columbia, Canada
- Faculty of Medicine, The University of British Columbia, Vancouver, British Columbia, Canada
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Savel RH, Shiloh AL. Trajectory After Tracheostomy: Sobering Data for Decision Makers. Crit Care Med 2023; 51:1834-1837. [PMID: 37971341 DOI: 10.1097/ccm.0000000000006044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2023]
Affiliation(s)
- Richard H Savel
- Department of Medicine, Jersey City Medical Center, Jersey City, NJ
| | - Ariel L Shiloh
- Critical Care Consult Service, Division of Critical Care Medicine, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY
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Sánchez-Arguiano MJ, Miñambres E, Cuenca-Fito E, Suberviola B, Burón-Mediavilla FJ, Ballesteros MA. Chronic critical illness after trauma injury: outcomes and experience in a trauma center. Acta Chir Belg 2023; 123:618-624. [PMID: 35881765 DOI: 10.1080/00015458.2022.2106626] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 07/23/2022] [Indexed: 11/01/2022]
Abstract
OBJECTIVE To determine the prevalence, risk factors and functional results of chronic critical illness (CCI) in polytrauma patients. DESIGN Single-center observational retrospective study. SETTING ICU at a tertiary hospital in Santander, Spain, between 2015 and 2019. PATIENTS Adult trauma patients who survived beyond 48 h after injury. CCI was defined as the need for mechanical ventilation for at least 14 days or tracheostomy for difficult weaning. MEASUREMENTS AND MAIN RESULTS About 62/575 developed CCI. These patients were characterized by higher ISS score [17 (SD 10) vs. 13.8 (SD 8.2); p < 0.001] and higher NISS (26 (SD 11) vs. 19.2 (SD 10.5); p = 0.001). CCI group had greater proportion of hospital-acquired infections (100% vs. 18.1%; p < 0.001), and acute kidney failure (33.9% vs. 22.8% p < 0.001). During the first 24 h of admission, CCI group required in a greater proportion surgical intervention (50% vs. 29%; p = 0.001), and blood products (31.3% vs. 20.5%; p < 0.047). Hospital ward stay was longer in CCI patients [9.5 days (IQR 5-16.9) vs. 43.9 (IQR 30.3-53) p < 0.001]. The CCI mortality was higher (19.5% vs. 8.1%; p = 0.004). Surgical intervention in the first 24 h (OR 2.5 95% CI 1.1-4.1), age (> 55 years) (OR 2.1 95%CI 1.1-4.2), ISS score (OR 1.1 95%CI 1.02-1.3), GCS score (OR 0.8 95%CI 0.4-23.2) and multiple organ failure (OR 9.5 95%CI 3.9-23.2) were predictors of CCI in the multivariate analysis. CONCLUSIONS CCI after severe trauma appears in a considerable proportion of patients. Early identification and implementation of specific interventions could change the evolution of this process.
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Affiliation(s)
| | - Eduardo Miñambres
- Transplant Coordination Unit & Service of Intensive Care, University Hospital Marqués de Valdecilla-IDIVAL, School of Medicine, University of Cantabria, Santander, Spain
| | - Elena Cuenca-Fito
- Service of Intensive Care, University Hospital Marqués de Valdecilla-IDIVAL, Santander, Spain
| | - Borja Suberviola
- Transplant Coordination Unit & Service of Intensive Care, University Hospital Marqués de Valdecilla-IDIVAL, Santander, Spain
| | | | - María A Ballesteros
- Transplant Coordination Unit & Service of Intensive Care, University Hospital Marqués de Valdecilla-IDIVAL, Santander, Spain
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Mehta AB, Matlock DD, Shorr AF, Douglas IS. Healthcare Trajectories and Outcomes in the First Year After Tracheostomy Based on Patient Characteristics. Crit Care Med 2023; 51:1727-1739. [PMID: 37638787 DOI: 10.1097/ccm.0000000000006029] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/29/2023]
Abstract
OBJECTIVES To define healthcare trajectories after tracheostomy to inform shared decision-making efforts for critically ill patients. DESIGN Retrospective epidemiologic cohort study. SETTING California Patient Discharge Database 2018-2019. PATIENTS Patients who received a tracheostomy. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS We tracked 1-year outcomes after tracheostomy, including survival and time alive in and out of a healthcare facility (HCF. Patients were stratified based on surgical status (did the patient require a major operating room procedure or not), age (65 yr old or older and less than 65 yr), pre-ICU comorbid states (frailty, chronic organ dysfunction, cancer, and robustness), and the need for dialysis during the tracheostomy admission. We identified 4,274 nonsurgical adults who received a tracheostomy during the study period with 50.9% being 65 years old or older. Among adults 65 years old or older, median survival after tracheostomy was less than 3 months for individuals with frailty, chronic organ dysfunction, cancer, or dialysis. Median survival was 3 months for adults younger than 65 years with cancer or dialysis. Most patients spent the majority of days alive after a tracheostomy in an HCF in the first 3 months. Older adults had very few days alive and out of an HCF in the first 3 months after tracheostomy. Most patients who ultimately died in the first year after tracheostomy spent almost all days alive in an HCF. CONCLUSIONS Cumulative mortality and median survival after a tracheostomy were very poor across most ages and groups. Older adults and several subgroups of younger adults experienced high rates of prolonged hospitalization with few days alive and out of an HCF. This information may aid some patients, surrogates, and providers in decision-making.
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Affiliation(s)
- Anuj B Mehta
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Denver Health and Hospital Authority, Denver, CO
- Division of Pulmonary Sciences and Critical Care Medicine, Department of Medicine, University of Colorado School of Medicine, Aurora, CO
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, National Jewish Health, Denver, CO
- Division of Geriatric Medicine, Department of Medicine, University of Colorado School of Medicine, Aurora, CO
- Veteran's Affairs Eastern Colorado Geriatric Research, Education and Clinical Center, Aurora, CO
- Adult and Child Center for Outcomes Research and Delivery Science, University of Colorado School of Medicine, Aurora, CO
- Department of Medicine, Medstar Washington Hospital Center, Washington, DC
| | - Daniel D Matlock
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Denver Health and Hospital Authority, Denver, CO
- Division of Pulmonary Sciences and Critical Care Medicine, Department of Medicine, University of Colorado School of Medicine, Aurora, CO
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, National Jewish Health, Denver, CO
- Division of Geriatric Medicine, Department of Medicine, University of Colorado School of Medicine, Aurora, CO
- Veteran's Affairs Eastern Colorado Geriatric Research, Education and Clinical Center, Aurora, CO
- Adult and Child Center for Outcomes Research and Delivery Science, University of Colorado School of Medicine, Aurora, CO
- Department of Medicine, Medstar Washington Hospital Center, Washington, DC
| | - Andrew F Shorr
- Department of Medicine, Medstar Washington Hospital Center, Washington, DC
| | - Ivor S Douglas
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Denver Health and Hospital Authority, Denver, CO
- Division of Pulmonary Sciences and Critical Care Medicine, Department of Medicine, University of Colorado School of Medicine, Aurora, CO
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Santiaguel JM, Zamora MKS, Pagar ND. Cardiac Specific Troponin I as Prognostic Factor among Non-COVID-19 Mechanically Ventilated Patients in a Tertiary Government Hospital: A Prospective Study. ACTA MEDICA PHILIPPINA 2023; 57:66-71. [PMID: 39484060 PMCID: PMC11522354 DOI: 10.47895/amp.vi0.6376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/03/2024]
Abstract
Objective The study aimed to investigate the relationship between cardiac Troponin I (cTnI) level and prognosis among mechanically ventilated patients in terms of mortality, prolonged mechanical ventilation, and tracheostomy rate. Methods This is a prospective cohort study conducted at Quirino Memorial Medical Center, a tertiary government hospital, over a period of ten (10) months. Seventy-six (76) mechanically ventilated adult patients admitted at the medical intensive care unit, surgical intensive care unit, medical wards, and centers for neurologic sciences were included in the study. Quantitative cardiac Troponin I (cTnI) marker was measured and correlated to prognostic outcomes: a) prolonged ventilation (requiring more than 21 days), b) tracheostomy rate, and c) mortality rate. Data were analyzed using SPSS 16.0 and logistics regression with 95% confidence interval. Results Results showed that among 76 patients, 15 patients have low cTnI levels, 11 patients have normal levels and 50 patients have elevated levels. Among patients with low cTnI levels (<0.020 ng/mL), 13 (86.7%) were extubated, 1 (6.7%) preceded tracheostomy and 1 (6.7%) expired. Those with normal range cTnI levels (0.020 - 0.060 ng/ mL), 10 (90.9%) were extubated, none (0%) preceded tracheostomy and 1 (9.1%) expired. Those with elevated cTnI levels (>0.060 ng/mL), 7 (14.0%) were extubated, 7 (14.0%) preceded tracheostomy and 36 (72.0%) expired. Conclusion Analysis of the results showed a significant correlation of cTnI elevation with prognostic outcome proven by the p-value of < 0.0001. The risk of mortality among subjects with above normal cTnI levels were nine times (9x) higher compared to subjects with normal or low cTnI levels. Duration of intubation among patients with low normal and high cTnI levels did not differ significantly. Tracheostomy rate in the study was inconclusive.
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Affiliation(s)
- Joel M. Santiaguel
- Division of Pulmonary Medicine, Department of Medicine, Philippine General Hospital, University of the Philippines Manila
| | - Mithi Kalayaan S. Zamora
- Division of Pulmonary Medicine, Department of Medicine, Philippine General Hospital, University of the Philippines Manila
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Langouche L, Téblick A, Gunst J, Van den Berghe G. The Hypothalamus-pituitary-adrenocortical Response to Critical Illness: A Concept in Need of Revision. Endocr Rev 2023; 44:1096-1106. [PMID: 37409973 PMCID: PMC10638597 DOI: 10.1210/endrev/bnad021] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 06/06/2023] [Accepted: 07/03/2023] [Indexed: 07/07/2023]
Abstract
Based on insights obtained during the past decade, the classical concept of an activated hypothalamus-pituitary-adrenocortical axis in response to critical illness is in need of revision. After a brief central hypothalamus-pituitary-adrenocortical axis activation, the vital maintenance of increased systemic cortisol availability and action in response to critical illness is predominantly driven by peripheral adaptations rather than by an ongoing centrally activated several-fold increased production and secretion of cortisol. Besides the known reduction of cortisol-binding proteins that increases free cortisol, these peripheral responses comprise suppressed cortisol metabolism in liver and kidney, prolonging cortisol half-life, and local alterations in expression of 11βHSD1, glucocorticoid receptor-α (GRα), and FK506 binding protein 5 (FKBP51) that appear to titrate increased GRα action in vital organs and tissues while reducing GRα action in neutrophils, possibly preventing immune-suppressive off-target effects of increased systemic cortisol availability. Peripherally increased cortisol exerts negative feed-back inhibition at the pituitary level impairing processing of pro-opiomelanocortin into ACTH, thereby reducing ACTH-driven cortisol secretion, whereas ongoing central activation results in increased circulating pro-opiomelanocortin. These alterations seem adaptive and beneficial for the host in the short term. However, as a consequence, patients with prolonged critical illness who require intensive care for weeks or longer may develop a form of central adrenal insufficiency. The new findings supersede earlier concepts such as "relative," as opposed to "absolute," adrenal insufficiency and generalized systemic glucocorticoid resistance in the critically ill. The findings also question the scientific basis for broad implementation of stress dose hydrocortisone treatment of patients suffering from acute septic shock solely based on assumption of cortisol insufficiency.
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Affiliation(s)
- Lies Langouche
- Clinical Division and Laboratory of Intensive Care Medicine, Department of Cellular and Molecular Medicine, KU Leuven, B-3000 Leuven, Belgium
| | - Arno Téblick
- Clinical Division and Laboratory of Intensive Care Medicine, Department of Cellular and Molecular Medicine, KU Leuven, B-3000 Leuven, Belgium
| | - Jan Gunst
- Clinical Division and Laboratory of Intensive Care Medicine, Department of Cellular and Molecular Medicine, KU Leuven, B-3000 Leuven, Belgium
| | - Greet Van den Berghe
- Clinical Division and Laboratory of Intensive Care Medicine, Department of Cellular and Molecular Medicine, KU Leuven, B-3000 Leuven, Belgium
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Roccasecca Sampaio Gaia V, Costa ELV, Yamaguti WP, Francisco DDS, Fumis RRL. Functional recovery of chronically critically ill patients in the first days after discharge from the intensive care unit: Feasibility of the 6-minute step test. PLoS One 2023; 18:e0293747. [PMID: 37917777 PMCID: PMC10621841 DOI: 10.1371/journal.pone.0293747] [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: 04/26/2023] [Accepted: 10/18/2023] [Indexed: 11/04/2023] Open
Abstract
BACKGROUND Survivors of chronic critical illness often experience weakness and functional dependence to various degrees after their intensive care unit (ICU) stay. Evaluating their functional status with the traditional six-minute walk test is challenging due to space constraints or patient intolerance. OBJECTIVE Our aim was to evaluate the feasibility of using the six-minute step test (6MST) as a measure of functional capacity in chronically critically ill patients early after ICU discharge. METHODS This prospective study was undertaken in a private Brazilian hospital. From July 2019 to July 2020, all chronically critically ill patients were asked to participate 48 hours after ICU discharge. On the day of study inclusion and a week later, those who consented underwent functional assessment comprised of the 6MST, peripheral muscle strength using handgrip strength (HGS), and mobility using the ICU mobility scale (IMS). RESULTS A total of 40 patients were included. The 6MST was feasible in 40% on the first evaluation and 57% on the second. The median 6MST was 0 [0-5] on the first evaluation and 3.5 [0-7.75] on the second (P = 0.005). The median HGS increased from 11.50 [9.25-18] on the first evaluation to 14.5 [10-20] on the second (P = 0.006). The median IMS was 4.5 [3.25-7] on the first evaluation and 6 [3.25-7] on the second (P<0.001). Despite the significant improvement, all parameters measured remained well below normal. CONCLUSION The 6MST was a feasible measure of functional capacity in chronically critically ill patients early after ICU discharge. Patients had functional capacity well below predicted values.
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Affiliation(s)
| | - Eduardo Leite Vieira Costa
- Laboratório de Pneumologia LIM-09, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
- Research and Education Institute, Hospital Sírio-Libanes, Sao Paulo, São Paulo, Brazil
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Efron PA, Brakenridge SC, Mohr AM, Barrios EL, Polcz VE, Anton S, Ozrazgat-Baslanti T, Bihorac A, Guirgis F, Loftus TJ, Rosenthal M, Leeuwenburgh C, Mankowski R, Moldawer LL, Moore FA. The persistent inflammation, immunosuppression, and catabolism syndrome 10 years later. J Trauma Acute Care Surg 2023; 95:790-799. [PMID: 37561664 PMCID: PMC10615691 DOI: 10.1097/ta.0000000000004087] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/12/2023]
Abstract
With the implementation of new intensive care unit (ICU) therapies in the 1970s, multiple organ failure (MOF) emerged as a fulminant inflammatory phenotype leading to early ICU death. Over the ensuing decades, with fundamental advances in care, this syndrome has evolved into a lingering phenotype of chronic critical illness (CCI) leading to indolent late post-hospital discharge death. In 2012, the University of Florida (UF) Sepsis Critical Illness Research Center (SCIRC) coined the term Persistent Inflammation, Immunosuppression, and Catabolism Syndrome (PICS) to provide a mechanistic framework to study CCI in surgical patients. This was followed by a decade of research into PICS-CCI in surgical ICU patients in order to define the epidemiology, dysregulated immunity, and long-term outcomes after sepsis. Other focused studies were performed in trauma ICU patients and emergency department sepsis patients. Early deaths were surprisingly low (4%); 63% experienced rapid recovery. Unfortunately, 33% progressed to CCI, of which 79% had a poor post-discharge disposition and 41% were dead within one year. These patients had biomarker evidence of PICS, and these biomarkers enhanced clinical prediction models for dismal one-year outcomes. Emergency myelopoiesis appears to play a central role in the observed persistent immune dysregulation that characterizes PICS-CCI. Older patients were especially vulnerable. Disturbingly, over half of the older CCI patients were dead within one year and older CCI survivors remained severely disabled. Although CCI is less frequent (20%) after major trauma, PICS appears to be a valid concept. This review will specifically detail the epidemiology of CCI, PICS biomarkers, effect of site of infection, acute kidney injury, effect on older patients, dysfunctional high-density lipoproteins, sarcopenia/cachexia, emergency myelopoiesis, dysregulated erythropoiesis, and potential therapeutic interventions. A review of UF SCIRC’s research efforts characterizing CCI, PICS biomarkers, effect of site of infection, acute kidney injury, effects on older patients, dysfunctional high-density lipoproteins, sarcopenia/cachexia, emergency myelopoiesis, and dysregulated erythropoiesis.
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Affiliation(s)
- Philip A Efron
- From the Department of Surgery and Anesthesiology (P.A.E., A.M.M., M.R.), University of Florida, Gainesville, Florida, Department of Surgery (S.C.B.), University of Washington, Seattle, Washington; Department of Surgery (E.L.B., V.E.P., T.J.L., L.L.M., F.A.M.), Department of Physiology and Aging (S.A., C.L., R.M.), Department of Medicine (T.O.-B., A.B.), University of Florida, Gainesville; and Department of Emergency Medicine (F.G.), University of Florida, Jacksonville, Florida
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Kruser JM, Sharma K, Holl JL, Nohadani O. Identifying Patterns of Medical Intervention in Acute Respiratory Failure: A Retrospective Observational Study. Crit Care Explor 2023; 5:e0984. [PMID: 37868025 PMCID: PMC10589534 DOI: 10.1097/cce.0000000000000984] [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] [Indexed: 10/24/2023] Open
Abstract
IMPORTANCE Characterizing medical interventions delivered to ICU patients over time and their relationship to outcomes can help set expectations and inform decisions made by patients, clinicians, and health systems. OBJECTIVES To determine whether distinct and clinically relevant pathways of medical intervention can be identified among adult ICU patients with acute respiratory failure. DESIGN SETTING AND PARTICIPANTS Retrospective observational study using all-payer administrative claims data from 2012 to 2014. Patients were identified from the Healthcare Cost and Utilization Project State Inpatient Databases from Maryland, Massachusetts, Nevada, and Washington. MAIN OUTCOMES AND MEASURES Patterns of cumulative medical intervention delivery, over time, using temporal k-means clustering of interventions delivered up to hospital days 0, 5, 10, 20, and up to discharge. RESULTS A total of 12,175 admissions were identified and divided into training (75%; n = 9,130) and validation sets (25%; n = 3,045). Without applying a priori classification and using only medical interventions to cluster, we identified three distinct pathways of intervention accounting for 93.5% of training set admissions. We found 45.9% of admissions followed a "cardiac" intervention pathway (e.g., cardiac catheterization, cardioversion); 36.7% followed a "general" pathway (e.g., diagnostic interventions); and 17.4% followed a "prolonged" pathway (e.g., tracheostomy, gastrostomy). Prolonged pathway admissions had longer median hospital length of stay (13 d; interquartile range [IQR], 7.5-18.5 d) compared with cardiac (5; IQR, 2.5-7.5) and general (5; IQR, 3-7). In-hospital death occurred in 24.6% of prolonged pathway admissions compared with 17.9% of cardiac and 6.9% of general. Findings were confirmed in the validation set. CONCLUSIONS AND RELEVANCE Most ICU admissions for acute respiratory failure follow one of three clinically relevant pathways of medical intervention which are associated with hospitalization outcomes. This study helps define the longitudinal nature of critical care delivery, which can inform efforts to predict patient outcomes, communicate with patients and their families, and organize critical care resources.
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Affiliation(s)
- Jacqueline M Kruser
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI
| | - Kartikey Sharma
- Zuse Institute, Department of AI in Society, Science, and Technology, Berlin, Germany
| | - Jane L Holl
- Department of Neurology, University of Chicago, Chicago, IL
| | - Omid Nohadani
- Benefits Science Technologies, Artificial Intelligence and Data Science, Boston, MA
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Mancini B, Liu J, Samuelsen A, Howrylak JA, Schultz L, Bonavia AS. Comparing Long-Term Prognosis in Chronic Critically Ill Patients: A Case Series Study of Medical versus Surgical Sepsis. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:1617. [PMID: 37763735 PMCID: PMC10535459 DOI: 10.3390/medicina59091617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 09/01/2023] [Accepted: 09/05/2023] [Indexed: 09/29/2023]
Abstract
Background and Objectives: Chronic critical illness (CCI) is a syndrome characterized by persistent organ dysfunction that requires critical care therapy for ≥14 days. Sepsis and respiratory failure constitute the two primary causes of CCI. A better understanding of this patient population and their clinical course may help to risk-stratify them early during hospitalization. Our objective was to identify whether the source of sepsis (medical versus surgical) affected clinical trajectory and prognosis in patients developing CCI. Materials and Methods: We describe a cohort of patients having acute respiratory failure and sepsis and requiring critical care therapy in the medical (MICU) or surgical (SICU) critical care units for ≥14 days. Given the relative infrequency of CCI, we use a case series design to examine mortality, functional status, and place of residence (home versus non-home) at one year following their index hospitalization. Results: In medical patients developing CCI (n = 31), the severity of initial organ dysfunction, by SOFA score, was significantly associated with the development of CCI (p = 0.002). Surgical patients with CCI (n = 7) experienced significantly more ventilator-free days within the first 30 days following sepsis onset (p = 0.004), as well as less organ dysfunction at day 14 post-sepsis (p < 0.0001). However, one-year mortality, one-year functional status, and residency at home were not statistically different between cohorts. Moreover, 57% of surgical patients and 26% of medical patients who developed CCI were living at home for one year following their index hospitalization (p = 0.11). Conclusions: While surgical patients who develop sepsis-related CCI experience more favorable 30-day outcomes as compared with medical patients, long-term outcomes do not differ significantly between groups. This suggests that reversing established organ dysfunction and functional disability, regardless of etiology, is more challenging compared to preventing these complications at an earlier stage.
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Affiliation(s)
- Benjamin Mancini
- Penn State College of Medicine, 500 University Dr., Hershey, PA 17033, USA
| | - Jiabin Liu
- Department of Anesthesiology, Critical Care & Pain Management, Hospital for Special Surgery, New York, NY 10021, USA
- Department of Anesthesiology, Weill Cornell Medical College, New York, NY 10021, USA
| | - Abigail Samuelsen
- Department of Anesthesiology and Perioperative Medicine, Division of Critical Care Medicine, Penn State Hershey Medical Center, 500 University Dr., Hershey, PA 17033, USA
| | - Judie A. Howrylak
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care Medicine, Penn State Hershey Medical Center, 500 University Dr., Hershey, PA 17033, USA
| | - Lisa Schultz
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care Medicine, Penn State Hershey Medical Center, 500 University Dr., Hershey, PA 17033, USA
| | - Anthony S. Bonavia
- Department of Anesthesiology and Perioperative Medicine, Division of Critical Care Medicine, Penn State Hershey Medical Center, 500 University Dr., Hershey, PA 17033, USA
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Huang HF, Jerng JS, Hsu PJ, Lin NH, Lin LM, Hung SM, Kuo YW, Ku SC, Chuang PY, Chen SY. Monitoring the performance of a dedicated weaning unit using risk-adjusted control charts for the weaning rate in prolonged mechanical ventilation. J Formos Med Assoc 2023; 122:880-889. [PMID: 37149422 DOI: 10.1016/j.jfma.2023.04.021] [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: 11/25/2022] [Revised: 04/05/2023] [Accepted: 04/23/2023] [Indexed: 05/08/2023] Open
Abstract
BACKGROUND Weaning rate is an important quality indicator of care for patients with prolonged mechanical ventilation (PMV). However, diverse clinical characteristics often affect the measured rate. A risk-adjusted control chart may be beneficial for assessing the quality of care. METHODS We analyzed patients with PMV who were discharged between 2018 and 2020 from a dedicated weaning unit at a medical center. We generated a formula to estimate monthly weaning rates using multivariate logistic regression for the clinical, laboratory, and physiologic characteristics upon weaning unit admission in the first two years (Phase I). We then applied both multiplicative and additive models for adjusted p-charts, displayed in both non-segmented and segmented formats, to assess whether special cause variation existed. RESULTS A total of 737 patients were analyzed, including 503 in Phase I and 234 in Phase II, with average weaning rates of 59.4% and 60.3%, respectively. The p-chart of crude weaning rates did not show special cause variation. Ten variables from the regression analysis were selected for the formula to predict individual weaning probability and generate estimated weaning rates in Phases I and II. For risk-adjusted p-charts, both multiplicative and additive models showed similar findings and no special cause variation. CONCLUSION Risk-adjusted control charts generated using a combination of multivariate logistic regression and control chart-adjustment models may provide a feasible method to assess the quality of care in the setting of PMV with standard care protocols.
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Affiliation(s)
- Hsiao-Fang Huang
- Center for Quality Management, National Taiwan University Hospital, Taipei, Taiwan
| | - Jih-Shuin Jerng
- Center for Quality Management, National Taiwan University Hospital, Taipei, Taiwan; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.
| | - Pei-Jung Hsu
- Center for Quality Management, National Taiwan University Hospital, Taipei, Taiwan
| | - Nai-Hua Lin
- Department of Nursing, National Taiwan University Hospital, Taipei, Taiwan
| | - Li-Min Lin
- Department of Nursing, National Taiwan University Hospital, Taipei, Taiwan
| | - Shu-Min Hung
- Department of Integrated Diagnostics & Therapeutics, National Taiwan University Hospital, Taipei, Taiwan
| | - Yao-Wen Kuo
- Department of Integrated Diagnostics & Therapeutics, National Taiwan University Hospital, Taipei, Taiwan
| | - Shih-Chi Ku
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Pao-Yu Chuang
- Center for Quality Management, National Taiwan University Hospital, Taipei, Taiwan; Department of Nursing, National Taiwan University Hospital, Taipei, Taiwan
| | - Shey-Ying Chen
- Center for Quality Management, National Taiwan University Hospital, Taipei, Taiwan; Department of Emergency Medicine, National Taiwan University Hospital, Taipei, Taiwan
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Tran DH, Nagaria Z, Patel HY, Basra D, Ho K, Bhatti W, Verceles AC. Severity-of-Illness Scores and Discharge Disposition in Patients Admitted to Long-Term Acute Care Hospitals. Am J Crit Care 2023; 32:375-380. [PMID: 37652875 DOI: 10.4037/ajcc2023289] [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: 09/02/2023]
Abstract
BACKGROUND After an intensive care unit (ICU) admission, nearly 20% of survivors of chronic critical illness require admission to a long-term acute care hospital (LTACH) for continued subspecialty care. The effect of the burden of medical comorbidities on discharge disposition after LTACH admission remains unclear. METHODS A retrospective cohort study was performed involving patients with chronic critical illness who were discharged from the medical ICU and admitted to an LTACH between 2016 and 2018. The patients' Acute Physiology and Chronic Health Evaluation II (APACHE II), Sequential Organ Failure Assessment (SOFA), Nutrition Risk in the Critically Ill (NUTRIC), and Charlson Comorbidity Index (CCI) scores at the time of LTACH admission were calculated from electronic medical records. The mean scores on each instrument were compared by discharge disposition. RESULTS A total of 156 patients were admitted to the LTACH from the medical ICU between 2016 and 2018. They had a mean (SD) age of 61.5 (13.3) years, a mean (SD) body mass index of 28.1 (8.3), a median (IQR) ICU stay of 16.3 (1-108) days, and a median (IQR) LTACH stay of 38.2 (1-227) days. Patients who were discharged home had lower mean (SD) APACHE II (14.6 [5.0] vs 18.2 [5.4], P = .01), SOFA (3.3 [2.1] vs 4.6 [2.1], P = .03), NUTRIC (3.3 [1.4] vs 4.6 [1.4], P = .001), and CCI (4.3 [2.5] vs 6.1 [2.8], P = .02) scores on admission to the LTACH than those who were not discharged home. CONCLUSION Severity-of-illness scores on admission to an LTACH can be used to predict patients' likelihood of being discharged home.
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Affiliation(s)
- Dena H Tran
- Dena H. Tran is a physician, Division of Pulmonary and Critical Care Medicine, University of Maryland School of Medicine, Baltimore
| | - Zain Nagaria
- Zain Nagaria is a physician, Division of Pulmonary and Critical Care Medicine, University of Maryland School of Medicine, Baltimore
| | - Harsh Y Patel
- Harsh Y. Patel is a physician, Department of Internal Medicine, University of Maryland Medical Center Midtown Campus, Baltimore
| | - Dalwinder Basra
- Dalwinder Basra is a medical student, American University of Antigua College of Medicine, St John's, Antigua and Barbuda
| | - Kam Ho
- Kam Ho is a physician, Division of Pulmonary and Critical Care Medicine, University of Maryland School of Medicine, Baltimore
| | - Waqas Bhatti
- Waqas Bhatti is a physician, Division of Pulmonary and Critical Care Medicine, University of Maryland School of Medicine, Baltimore
| | - Avelino C Verceles
- Avelino C. Verceles is a physician, associate professor of medicine, and section chief, Division of Pulmonary and Critical Care Medicine, University of Maryland School of Medicine, Baltimore
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