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Sun Y, Salerno S, Pan Z, Yang E, Sujimongkol C, Song J, Wang X, Han P, Zeng D, Kang J, Christiani DC, Li Y. Assessing the prognostic utility of clinical and radiomic features for COVID-19 patients admitted to ICU: challenges and lessons learned. HARVARD DATA SCIENCE REVIEW 2024; 6:10.1162/99608f92.9d86a749. [PMID: 38974963 PMCID: PMC11225107 DOI: 10.1162/99608f92.9d86a749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/09/2024] Open
Abstract
Severe cases of COVID-19 often necessitate escalation to the Intensive Care Unit (ICU), where patients may face grave outcomes, including mortality. Chest X-rays play a crucial role in the diagnostic process for evaluating COVID-19 patients. Our collaborative efforts with Michigan Medicine in monitoring patient outcomes within the ICU have motivated us to investigate the potential advantages of incorporating clinical information and chest X-ray images for predicting patient outcomes. We propose an analytical workflow to address challenges such as the absence of standardized approaches for image pre-processing and data utilization. We then propose an ensemble learning approach designed to maximize the information derived from multiple prediction algorithms. This entails optimizing the weights within the ensemble and considering the common variability present in individual risk scores. Our simulations demonstrate the superior performance of this weighted ensemble averaging approach across various scenarios. We apply this refined ensemble methodology to analyze post-ICU COVID-19 mortality, an occurrence observed in 21% of COVID-19 patients admitted to the ICU at Michigan Medicine. Our findings reveal substantial performance improvement when incorporating imaging data compared to models trained solely on clinical risk factors. Furthermore, the addition of radiomic features yields even larger enhancements, particularly among older and more medically compromised patients. These results may carry implications for enhancing patient outcomes in similar clinical contexts.
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Affiliation(s)
- Yuming Sun
- Biostatistics, University of Michigan, Ann Arbor, MI
| | | | - Ziyang Pan
- Biostatistics, University of Michigan, Ann Arbor, MI
| | - Eileen Yang
- Biostatistics, University of Michigan, Ann Arbor, MI
| | | | - Jiyeon Song
- Biostatistics, University of Michigan, Ann Arbor, MI
| | - Xinan Wang
- Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA
| | - Peisong Han
- Biostatistics, University of Michigan, Ann Arbor, MI
| | - Donglin Zeng
- Biostatistics, University of Michigan, Ann Arbor, MI
| | - Jian Kang
- Biostatistics, University of Michigan, Ann Arbor, MI
| | - David C. Christiani
- Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA
| | - Yi Li
- Biostatistics, University of Michigan, Ann Arbor, MI
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Fisicaro F, Lanza G, Concerto C, Rodolico A, Di Napoli M, Mansueto G, Cortese K, Mogavero MP, Ferri R, Bella R, Pennisi M. COVID-19 and Mental Health: A "Pandemic Within a Pandemic". ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2024; 1458:1-18. [PMID: 39102186 DOI: 10.1007/978-3-031-61943-4_1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/06/2024]
Abstract
The COVID-19 pandemic has brought significant changes in daily life for humanity and has had a profound impact on mental health. As widely acknowledged, the pandemic has led to notable increases in rates of anxiety, depression, distress, and other mental health-related issues, affecting both infected patients and non-infected individuals. COVID-19 patients and survivors face heightened risks for various neurological and psychiatric disorders and complications. Vulnerable populations, including those with pre-existing mental health conditions and individuals living in poverty or frailty, may encounter additional challenges. Tragically, suicide rates have also risen, particularly among young people, due to factors such as unemployment, financial crises, domestic violence, substance abuse, and social isolation. Efforts are underway to address these mental health issues, with healthcare professionals urged to regularly screen both COVID-19 and post-COVID-19 patients and survivors for psychological distress, ensuring rapid and appropriate interventions. Ongoing periodic follow-up and multidimensional, interdisciplinary approaches are essential for individuals experiencing long-term psychiatric sequelae. Preventive strategies must be developed to mitigate mental health problems during both the acute and recovery phases of COVID-19 infection. Vaccination efforts continue to prioritize vulnerable populations, including those with mental health conditions, to prevent future complications. Given the profound implications of mental health problems, including shorter life expectancy, diminished quality of life, heightened distress among caregivers, and substantial economic burden, it is imperative that political and health authorities prioritize the mental well-being of all individuals affected by COVID-19, including infected individuals, non-infected individuals, survivors, and caregivers.
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Affiliation(s)
- Francesco Fisicaro
- Department of Biomedical and Biotechnological Sciences, University of Catania, Via Santa Sofia 97, 95123, Catania, Italy
| | - Giuseppe Lanza
- Department of Surgery and Medical-Surgery Specialties, University of Catania, Via Santa Sofia 78, 95123, Catania, Italy.
- Clinical Neurophysiology Research Unit, Oasi Research Institute-IRCCS, Via Conte Ruggero 78, 94018, Troina, Italy.
| | - Carmen Concerto
- Department of Clinical and Experimental Medicine, Psychiatry Unit, University of Catania, Via Santa Sofia 89, 95123, Catania, Italy
| | - Alessandro Rodolico
- Department of Clinical and Experimental Medicine, Psychiatry Unit, University of Catania, Via Santa Sofia 89, 95123, Catania, Italy
| | - Mario Di Napoli
- Neurological Service, SS Annunziata Hospital, Viale Mazzini 100, 67039, Sulmona, L'Aquila, Italy
| | - Gelsomina Mansueto
- Department of Advanced Medical and Surgical Sciences (DAMSS), University of Campania "Luigi Vanvitelli", Piazza L. Miraglia 2, 80138, Naples, Italy
- Clinical Department of Laboratory Services and Public Health-Legal Medicine Unit, University of Campania "Luigi Vanvitelli", Via Luciano Armanni 5, 80138, Naples, Italy
| | - Klizia Cortese
- Department of Educational Sciences, University of Catania, Via Teatro Greco 84, 95124, Catania, Italy
| | - Maria P Mogavero
- Sleep Disorders Center, Division of Neuroscience, San Raffaele Scientific Institute, Via Stamira d'Ancona 20, 20127, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Raffaele Ferri
- Clinical Neurophysiology Research Unit, Oasi Research Institute-IRCCS, Via Conte Ruggero 78, 94018, Troina, Italy
| | - Rita Bella
- Department of Medical and Surgical Sciences and Advanced Technologies, University of Catania, Via Santa Sofia 87, 95123, Catania, Italy
| | - Manuela Pennisi
- Department of Biomedical and Biotechnological Sciences, University of Catania, Via Santa Sofia 97, 95123, Catania, Italy
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Kandemir H, Bülbül GA, Kirtiş E, Güney S, Sanhal CY, Mendilcioğlu İİ. Evaluation of long-COVID symptoms in women infected with SARS-CoV-2 during pregnancy. Int J Gynaecol Obstet 2024; 164:148-156. [PMID: 37387323 DOI: 10.1002/ijgo.14972] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 06/04/2023] [Accepted: 06/15/2023] [Indexed: 07/01/2023]
Abstract
OBJECTIVE To evaluate the symptoms of Long COVID (LC), frequency of symptoms, and possible risk factors in women diagnosed with coronavirus disease 2019 (COVID-19) during pregnancy. METHODS We conducted a single-center, cross-sectional, retrospective study in 99 pregnant women who were polymerase chain reaction-positive (PCR+) for COVID-19 between March 1, 2020 and April 30, 2022. The control group consisted of 99 women who gave birth between these dates and did not have COVID-19. We evaluated the clinical manifestations, symptom prevalence, and symptom characteristics of acute COVID-19 and the LC in the PCR+ group as well as questioned the control group for LC symptoms. RESULTS Of the women in the PCR+ group, 74 (74.7%) had at least one LC symptom, and the most common symptoms were fatigue (54; 72.9%), myalgia/arthralgia (49; 66.2%), and anosmia/ageusia (31; 41.9%). The rate of LC symptoms in the control group was 14 (14.1%). The prevalence of LC symptoms was higher in severely/critically symptomatic patients (23; 100%) in the acute period of disease than in asymptomatic/mildly symptomatic (51; 67.1%) (P = 0.005). Hospitalization during acute infection (adjusted odds ratio [aOR] = 13.30), having one or more symptoms (aOR = 4.75), and having symptoms such as cough (aOR = 6.27) and myalgia/arthralgia (aOR = 12.93) increased the likelihood of LC. CONCLUSION Many women experienced LC after suffering acute COVID-19 in pregnancy, but LC prevalence was similar to the general population. LC correlates with severity, type, and number of symptoms of acute COVID-19.
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Affiliation(s)
- Hülya Kandemir
- Division of Perinatology, The Department of Obstetrics and Gynecology, Akdeniz University Faculty of Medicine, Antalya, Türkiye
| | - Gül Alkan Bülbül
- Division of Perinatology, The Department of Obstetrics and Gynecology, Akdeniz University Faculty of Medicine, Antalya, Türkiye
| | - Emine Kirtiş
- Division of Perinatology, The Department of Obstetrics and Gynecology, Akdeniz University Faculty of Medicine, Antalya, Türkiye
| | - Selin Güney
- Division of Perinatology, The Department of Obstetrics and Gynecology, Akdeniz University Faculty of Medicine, Antalya, Türkiye
| | - Cem Yaşar Sanhal
- Division of Perinatology, The Department of Obstetrics and Gynecology, Akdeniz University Faculty of Medicine, Antalya, Türkiye
| | - İbrahim İnanç Mendilcioğlu
- Division of Perinatology, The Department of Obstetrics and Gynecology, Akdeniz University Faculty of Medicine, Antalya, Türkiye
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Metry A, Pandor A, Ren S, Shippam A, Clowes M, Dark P, McMullan R, Stevenson M. Cost-effectiveness of therapeutics for COVID-19 patients: a rapid review and economic analysis. Health Technol Assess 2023; 27:1-92. [PMID: 37840452 PMCID: PMC10591210 DOI: 10.3310/nafw3527] [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: 10/17/2023] Open
Abstract
Background Severe acute respiratory syndrome coronavirus 2 is the virus that causes coronavirus disease 2019. Over six million deaths worldwide have been associated with coronavirus disease 2019. Objective To assess the cost-effectiveness of treatments used for the treatment of coronavirus disease 2019 in hospital or used in the community in patients with coronavirus disease 2019 at high risk of hospitalisation. Setting Treatments provided in United Kingdom hospital and community settings. Methods Clinical effectiveness estimates were taken from the coronavirus disease-network meta-analyses initiative and the metaEvidence initiative. A mathematical model was constructed to explore how the interventions impacted on patient health, measured in quality-adjusted life-years gained. The costs associated with treatment, including those of hospital care, were also estimated and used to form a cost per quality-adjusted life-year gained value which was compared with thresholds published by the National Institute for Health and Care Excellence. Estimates of cost-effectiveness compared against current standard of care were produced in both the hospital and community settings at three different levels of efficacy: mean, low and high. Public list prices were used for interventions with neither confidential patient access schemes nor confidential list prices considered. Results incorporating confidential pricing data were provided to the National Institute for Health and Care Excellence appraisal committee. Results The treatments were estimated to be clinically effective although not all reached statistical significance. All treatments in the hospital setting, or community, were estimated to plausibly have a cost per quality-adjusted life-year gained value below National Institute for Health and Care Excellence's thresholds when compared with standard of care. However, almost all drugs could plausibly have cost per quality-adjusted life-years above National Institute for Health and Care Excellence's thresholds. However, there is considerable uncertainty in the results as the prevalent severe acute respiratory syndrome coronavirus 2 variant, vaccination status, history of being infected with severe acute respiratory syndrome coronavirus 2 and standard of care have all evolved since the pivotal studies were conducted which could have significant impact on the efficacy of each drug. For drugs used in high-risk patients in the community setting, the proportion of people at high risk who need hospital admission was a large driver of the cost per quality-adjusted life-year. Limitations No studies were identified that were conducted in current conditions. This may be a large limitation as the severe acute respiratory syndrome coronavirus 2 variant changes. No head-to-head studies of interventions were identified. Conclusions The results produced could be informative to decision-makers, although conclusions regarding the most clinical - and cost-effectiveness of each intervention should be tentative due to the evolving nature of the decision problem and, in this report, the use of list prices only. Comparisons between interventions should also be treated with caution due to potentially large heterogeneity between studies. Future work Research assessing the relative clinical effectiveness of interventions within head-to-head studies in current conditions would be beneficial. Contemporary information related to the probability of hospital admission and death for patients at high risk in the community would improve the precision of the estimates generated. Funding This project was funded by the National Institute for Health and Care Research (NIHR) Evidence Synthesis programme (NIHR135564) and will be published in full in Health Technology Assessment; Vol. 27, No. 14. See the NIHR Journals Library website for further project information.
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Affiliation(s)
- Andrew Metry
- School of Health and Related Research (ScHARR), The University of Sheffield, Sheffield, UK
| | - Abdullah Pandor
- School of Health and Related Research (ScHARR), The University of Sheffield, Sheffield, UK
| | - Shijie Ren
- School of Health and Related Research (ScHARR), The University of Sheffield, Sheffield, UK
| | - Andrea Shippam
- School of Health and Related Research (ScHARR), The University of Sheffield, Sheffield, UK
| | - Mark Clowes
- School of Health and Related Research (ScHARR), The University of Sheffield, Sheffield, UK
| | - Paul Dark
- The University of Manchester, Manchester, UK
| | - Ronan McMullan
- School of Medicine, Dentistry and Biomedical Sciences, Wellcome Wolfson Institute for Experimental Medicine, Queen's University Belfast, Belfast, UK
| | - Matt Stevenson
- School of Health and Related Research (ScHARR), The University of Sheffield, Sheffield, UK
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Huerne K, Filion KB, Grad R, Ernst P, Gershon AS, Eisenberg MJ. Epidemiological and clinical perspectives of long COVID syndrome. AMERICAN JOURNAL OF MEDICINE OPEN 2023; 9:100033. [PMID: 36685609 PMCID: PMC9846887 DOI: 10.1016/j.ajmo.2023.100033] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 01/02/2023] [Accepted: 01/07/2023] [Indexed: 01/19/2023]
Abstract
Long COVID, or post-acute COVID-19 syndrome, is characterized by multi-organ symptoms lasting 2+ months after initial COVID-19 virus infection. This review presents the current state of evidence for long COVID syndrome, including the global public health context, incidence, prevalence, cardiopulmonary sequelae, physical and mental symptoms, recovery time, prognosis, risk factors, rehospitalization rates, and the impact of vaccination on long COVID outcomes. Results are presented by clinically relevant subgroups. Overall, 10-35% of COVID survivors develop long COVID, with common symptoms including fatigue, dyspnea, chest pain, cough, depression, anxiety, post-traumatic stress disorder, memory loss, and difficulty concentrating. Delineating these issues will be crucial to inform appropriate post-pandemic health policy and protect the health of COVID-19 survivors, including potentially vulnerable or underrepresented groups. Directed to policymakers, health practitioners, and the general public, we provide recommendations and suggest avenues for future research with the larger goal of reducing harms associated with long COVID syndrome.
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Affiliation(s)
- Katherine Huerne
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada
- Department of Medicine, Division of Experimental Medicine, and Biomedical Ethics Unit, McGill University, Montreal, QC, Canada
- Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
| | - Kristian B. Filion
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada
- Departments of Medicine and of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, QC, Canada
- Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
| | - Roland Grad
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada
- Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
- Department Family Medicine, McGill University, Montreal, QC, Canada
| | - Pierre Ernst
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada
- Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
| | - Andrea S. Gershon
- Sunnybrook Health Sciences Centre and Department of Medicine, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Mark J. Eisenberg
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada
- Departments of Medicine and of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, QC, Canada
- Division of Cardiology, Jewish General Hospital, McGill University, Montreal, QC, Canada
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Sun Y, Salerno S, He X, Pan Z, Yang E, Sujimongkol C, Song J, Wang X, Han P, Kang J, Sjoding MW, Jolly S, Christiani DC, Li Y. Use of machine learning to assess the prognostic utility of radiomic features for in-hospital COVID-19 mortality. Sci Rep 2023; 13:7318. [PMID: 37147440 PMCID: PMC10161188 DOI: 10.1038/s41598-023-34559-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 05/03/2023] [Indexed: 05/07/2023] Open
Abstract
As portable chest X-rays are an efficient means of triaging emergent cases, their use has raised the question as to whether imaging carries additional prognostic utility for survival among patients with COVID-19. This study assessed the importance of known risk factors on in-hospital mortality and investigated the predictive utility of radiomic texture features using various machine learning approaches. We detected incremental improvements in survival prognostication utilizing texture features derived from emergent chest X-rays, particularly among older patients or those with a higher comorbidity burden. Important features included age, oxygen saturation, blood pressure, and certain comorbid conditions, as well as image features related to the intensity and variability of pixel distribution. Thus, widely available chest X-rays, in conjunction with clinical information, may be predictive of survival outcomes of patients with COVID-19, especially older, sicker patients, and can aid in disease management by providing additional information.
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Affiliation(s)
- Yuming Sun
- Department of Biostatistics, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109, USA
| | - Stephen Salerno
- Department of Biostatistics, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109, USA
| | - Xinwei He
- Department of Biostatistics, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109, USA
| | - Ziyang Pan
- Department of Biostatistics, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109, USA
| | - Eileen Yang
- Department of Biostatistics, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109, USA
| | - Chinakorn Sujimongkol
- Department of Biostatistics, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109, USA
| | - Jiyeon Song
- Department of Biostatistics, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109, USA
| | - Xinan Wang
- Department of Environmental Health and Epidemiology, Harvard T. H. Chan School of Public Health, 677 Huntington Avenue, Boston, MA, 02115, USA
| | - Peisong Han
- Department of Biostatistics, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109, USA
| | - Jian Kang
- Department of Biostatistics, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109, USA
| | - Michael W Sjoding
- Division of Pulmonary and Critical Care, Department of Internal Medicine, University of Michigan Medical School, 1500 East Medical Center Drive, Ann Arbor, MI, 48109, USA
| | - Shruti Jolly
- Department of Radiation Oncology, University of Michigan Rogel Cancer Center, 1500 East Medical Center Drive, Ann Arbor, MI, 48109, USA
| | - David C Christiani
- Department of Environmental Health and Epidemiology, Harvard T. H. Chan School of Public Health, 677 Huntington Avenue, Boston, MA, 02115, USA
- Division of Pulmonary and Critical Care, Department of Internal Medicine, Massachusetts General Hospital, 55 Fruit Street, Boston, MA, 02114, USA
| | - Yi Li
- Department of Biostatistics, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109, USA.
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Filippatos F, Tatsi EB, Michos A. Post‑COVID‑19 syndrome in children (Review). Exp Ther Med 2022; 24:609. [PMID: 36160884 PMCID: PMC9468832 DOI: 10.3892/etm.2022.11547] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 06/27/2022] [Indexed: 11/18/2022] Open
Abstract
The persistence of symptoms for a long time after severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection is now familiar as post-COVID syndrome (PCS). To the best of our knowledge, the risk of long-term clinical outcomes in children after SARS-CoV-2 infection is still unclear. Unlike in adults, current evidence suggests a lower prevalence of persistent symptoms in children. However, since several studies are characterized by great heterogeneity, it is difficult to accurately estimate the exact incidence of PCS in children. The presence and course of recovery depend on risk factors that are more common in adults than children. Proposed pathophysiological mechanisms in PCS in children include age-dependent immune responses, angiotensin-converting enzyme 2 expression, blood-brain barrier development or social issues affecting children behavior, such as school closure and social isolation. However, further longitudinal studies are required for unanswered issues to be clarified. The aim of the present review is to describe the long-term symptoms per biological system in children, potential risk factors and the role of the immune system in the presence of PCS.
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Affiliation(s)
- Filippos Filippatos
- First Department of Pediatrics, Infectious Diseases and Chemotherapy Research Laboratory, Medical School, National and Kapodistrian University of Athens, ‘Aghia Sophia’ Children's Hospital, 11527 Athens, Greece
| | - Elizabeth-Barbara Tatsi
- University Research Institute for Maternal and Child Health and Precision Medicine, 11527 Athens, Greece
| | - Athanasios Michos
- First Department of Pediatrics, Infectious Diseases and Chemotherapy Research Laboratory, Medical School, National and Kapodistrian University of Athens, ‘Aghia Sophia’ Children's Hospital, 11527 Athens, Greece
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Chand S, Kapoor S, Naqvi A, Thakkar J, Fazzari MJ, Orsi D, Dieiev V, Lewandowski DC, Dicpinigaitis PV. Long-Term Follow up of Renal and Other Acute Organ Failure in Survivors of Critical Illness Due to Covid-19. J Intensive Care Med 2022; 37:736-742. [PMID: 34918990 PMCID: PMC9064678 DOI: 10.1177/08850666211062582] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Revised: 10/06/2021] [Accepted: 11/09/2021] [Indexed: 12/14/2022]
Abstract
BACKGROUND Little is known about the long-term health sequelae and outcomes of various organ failures in ICU survivors of Covid-19. The aim of our research was to study the characteristics of 120-day ICU survivors of the initial pandemic surge and report their long term (>6 months) outcomes. METHODS We conducted a telephone questionnaire-based follow up study of 120- day survivors of Covid-19 admitted to ICUs at Montefiore Medical Center, Bronx, NY from 3/10/2020 to 4/11/2020. The study period was 2 months (11/1/2020-12/31/2020). RESULTS 126 out of 300 (42%) survived to 120-days post-hospital discharge. The median age of survivors was 54 (47-61) years. Seventy-eight (62%) patients developed acute kidney injury (AKI); thirty-five (44.9%) of them required renal replacement therapy (RRT). One hundred-five (83.3%) required invasive mechanical ventilation; ten of them required tracheotomy. 103 (81.7%) completed the telephone questionnaire-based study, at a median (IQR) of 216.5 (200-234.5) days after hospital discharge. 29 (28.2%) patients reported persistent shortness of breath, 24, (23.3%) complained of persistent cough, and persistent anosmia in 9 (8.8%). AKI resolved completely in 58 (74.4%) patients. Of 35 AKI patients who required initiation of RRT during hospitalization, 27 (77%) were liberated from RRT and 20 (57%) had resolution of AKI. Of 20 patients without AKI resolution, 12 developed chronic kidney disease, whereas 8 still require RRT. Thirty-three (32.4%) patients developed post-traumatic stress disorder (PTSD) and 10 (11.8%) reported major depression. Many of the patients (68%) regained baseline functional status. Readmissions occurred in 22.3% patients within first 6 months after discharge. CONCLUSION Persistent symptoms of long Covid have been reported in ICU survivors of Covid-19 for extended durations. Outcomes of Covid-19 associated acute kidney injury are excellent. There is a high incidence of PTSD and depression in COVID-19 ICU survivors. Functional outcomes are good, but these patients remain at increased risk of hospital readmission.
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Affiliation(s)
| | | | - Ali Naqvi
- Montefiore Medical Center, Bronx, NY, USA
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9
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Angeles MR, Wanni Arachchige Dona S, Nguyen HD, Le LKD, Hensher M. Modelling the potential acute and post-acute burden of COVID-19 under the Australian border re-opening plan. BMC Public Health 2022; 22:757. [PMID: 35421963 PMCID: PMC9009167 DOI: 10.1186/s12889-022-13169-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 03/28/2022] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Concerns have grown that post-acute sequelae of COVID-19 may affect significant numbers of survivors. However, the analyses used to guide policy-making for Australia's national and state re-opening plans have not incorporated non-acute illness in their modelling. We, therefore, develop a model by which to estimate the potential acute and post-acute COVID-19 burden using disability-adjusted life years (DALYs) associated with the re-opening of Australian borders and the easing of other public health measures, with particular attention to longer-term, post-acute consequences and the potential impact of permanent functional impairment following COVID-19. METHODS A model was developed based on the European Burden of Disease Network protocol guideline and consensus model to estimate the burden of COVID-19 using DALYs. Data inputs were based on publicly available sources. COVID-19 infection and different scenarios were drawn from the Doherty Institute's modelling report to estimate the likely DALY losses under the Australian national re-opening plan. Long COVID prevalence, post-intensive care syndrome (PICS) and potential permanent functional impairment incidences were drawn from the literature. DALYs were calculated for the following health states: the symptomatic phase, Long COVID, PICS and potential permanent functional impairment (e.g., diabetes, Parkinson's disease, dementia, anxiety disorders, ischemic stroke). Uncertainty and sensitivity analysis were performed to examine the robustness of the results. RESULTS Mortality was responsible for 72-74% of the total base case COVID-19 burden. Long COVID and post-intensive care syndrome accounted for at least 19 and 3% of the total base case DALYs respectively. When included in the analysis, potential permanent impairment could contribute to 51-55% of total DALYs lost. CONCLUSIONS The impact of Long COVID and potential long-term post-COVID disabilities could contribute substantially to the COVID-19 burden in Australia's post-vaccination setting. As vaccination coverage increases, the share of COVID-19 burden driven by longer-term morbidity rises relative to mortality. As Australia re-opens, better estimates of the COVID-19 burden can assist with decision-making on pandemic control measures and planning for the healthcare needs of COVID-19 survivors. Our estimates highlight the importance of valuing the morbidity of post-COVID-19 sequelae, above and beyond simple mortality and case statistics.
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Affiliation(s)
- Mary Rose Angeles
- Institute for Health Transformation, Faculty of Health, Deakin University, 221 Burwood highway, Burwood, Victoria, 3125, Australia
- Deakin Health Economics, School of Health and Social Development, Faculty of Health, Deakin University, 221 Burwood highway, Burwood, Victoria, 3125, Australia
| | - Sithara Wanni Arachchige Dona
- Institute for Health Transformation, Faculty of Health, Deakin University, 221 Burwood highway, Burwood, Victoria, 3125, Australia
- Deakin Health Economics, School of Health and Social Development, Faculty of Health, Deakin University, 221 Burwood highway, Burwood, Victoria, 3125, Australia
| | - Huong Dieu Nguyen
- Institute for Health Transformation, Faculty of Health, Deakin University, 221 Burwood highway, Burwood, Victoria, 3125, Australia
- Deakin Health Economics, School of Health and Social Development, Faculty of Health, Deakin University, 221 Burwood highway, Burwood, Victoria, 3125, Australia
| | - Long Khanh-Dao Le
- Institute for Health Transformation, Faculty of Health, Deakin University, 221 Burwood highway, Burwood, Victoria, 3125, Australia
- Deakin Health Economics, School of Health and Social Development, Faculty of Health, Deakin University, 221 Burwood highway, Burwood, Victoria, 3125, Australia
- Health economics Division, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Martin Hensher
- Institute for Health Transformation, Faculty of Health, Deakin University, 221 Burwood highway, Burwood, Victoria, 3125, Australia.
- Deakin Health Economics, School of Health and Social Development, Faculty of Health, Deakin University, 221 Burwood highway, Burwood, Victoria, 3125, Australia.
- Menzies Institute for Medical Research, University of Tasmania, Medical Science Precinct, 17 Liverpool Street, Hobart, Tasmania, 7000, Australia.
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10
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Thiolliere F, Falandry C, Allaouchiche B, Geoffray V, Bitker L, Reignier J, Abraham P, Malaquin S, Balança B, Boyer H, Seguin P, Guichon C, Simon M, Friggeri A, Vacheron CH. Intensive care-related loss of quality of life and autonomy at 6 months post-discharge: Does COVID-19 really make things worse? Crit Care 2022; 26:94. [PMID: 35379312 PMCID: PMC8978758 DOI: 10.1186/s13054-022-03958-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 03/22/2022] [Indexed: 12/15/2022] Open
Abstract
Objective To compare old patients hospitalized in ICU for respiratory distress due to COVID-19 with old patients hospitalized in ICU for a non-COVID-19-related reason in terms of autonomy and quality of life.
Design Comparison of two prospective multi-centric studies. Setting This study was based on two prospective multi-centric studies, the Senior-COVID-Rea cohort (COVID-19-diagnosed ICU-admitted patients aged over 60) and the FRAGIREA cohort (ICU-admitted patients aged over 70). Patients We included herein the patients from both cohorts who had been evaluated at day 180 after admission (ADL score and quality of life). Interventions None. Measurements and main results A total of 93 COVID-19 patients and 185 control-ICU patients were included. Both groups were not balanced on age, body mass index, mechanical ventilation, length of ICU stay, and ADL and SAPS II scores. We modeled with ordered logistic regression the influence of COVID-19 on the quality of life and the ADL score. After adjustment on these factors, we observed COVID-19 patients were less likely to have a loss of usual activities (aOR [95% CI] 0.47 [0.23; 0.94]), a loss of mobility (aOR [95% CI] 0.30 [0.14; 0.63]), and a loss of ADL score (aOR [95% CI] 0.30 [0.14; 0.63]). On day 180, 52 (56%) COVID-19 patients presented signs of dyspnea, 37 (40%) still used analgesics, 17 (18%) used anxiolytics, and 14 (13%) used antidepressant. Conclusions COVID-19-related ICU stay was not associated with a lower quality of life or lower autonomy compared to non-COVID-19-related ICU stay. Supplementary Information The online version contains supplementary material available at 10.1186/s13054-022-03958-6.
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Affiliation(s)
- Fabrice Thiolliere
- Département d'Anesthésie Réanimation, Centre Hospitalier Lyon Sud, Hospices Civils de Lyon, Lyon, France
| | - Claire Falandry
- Hospices Civils de Lyon, Geriatrics Unit, Centre Hospitalier Lyon Sud, Pierre-Bénite, France.,University of Lyon, CarMeN Laboratory, Inserm U1060, INRA U1397, Université Claude Bernard Lyon 1, INSA Lyon, Charles Mérieux Medical School, Pierre-Bénite, France
| | - Bernard Allaouchiche
- Département d'Anesthésie Réanimation, Centre Hospitalier Lyon Sud, Hospices Civils de Lyon, Lyon, France.,Université Claude Bernard, Lyon1, Villeurbanne, France.,Université de Lyon, VetAgro Sup, Campus Vétérinaire de Lyon, UPSP 2016.A101, Pulmonary and Cardiovascular Aggression in Sepsis, 69280, Marcy l'Étoile, France
| | - Victor Geoffray
- Département d'Anesthésie Réanimation, Centre Hospitalier Lyon Sud, Hospices Civils de Lyon, Lyon, France
| | - Laurent Bitker
- Service de Médecine Intensive - Réanimation, Hôpital de La Croix Rousse, Hospices Civils de Lyon, Lyon, France.,Université Claude Bernard, Lyon 1, INSA-Lyon, UJM-Saint Etienne, CNRS, Inserm, CREATIS, UMR 5220, U1206, Université de Lyon, 69621, Lyon, France
| | - Jean Reignier
- Service de Médecine Intensive Réanimation, CHU de Nantes, Nantes, France
| | - Paul Abraham
- Service d'Anesthésie-Réanimation, Hôpital Édouard Herriot, 69008, Hospices civils de LyonLyon, France
| | | | - Baptiste Balança
- Hospices Civils de Lyon, service d'anesthésie réanimation neurologique, Hôpital Pierre Wertheimer, département d'anesthésie reanimation, 59 Boulevard Pinel, 69500, Bron, France.,Centre de Recherche en Neurosciences de Lyon, U1028, Bron, France
| | - Hélène Boyer
- Direction de la Recherche en Santé, Hospices Civils de Lyon, Lyon, France
| | - Philippe Seguin
- Réanimation chirurgicale. CHU Rennes, 2 rue Henri Le Guilloux, 35000, Rennes, France
| | - Céline Guichon
- Département d'anesthésie et réanimation chirurgicale, hôpital Croix Rousse, Hospices Civils de Lyon, Lyon, France.,Laboratoire Inter universitaire de Biologie de la Motricité (LIBM), Lyon, France
| | - Marie Simon
- Médecine Intensive - Réanimation- Hôpital Edouard Herriot, 1 place d'Arsonval, 69003, Lyon, France
| | - Arnaud Friggeri
- Département d'Anesthésie Réanimation, Centre Hospitalier Lyon Sud Hospices Civils de Lyon, Pierre-Bénite, France.,CIRI, Centre International de Recherche en Infectiologie (Equipe Laboratoire des Pathogènes Emergents), Inserm, U1111, Université Claude Bernard Lyon 1, CNRS, UMR5308, Lyon, France.,Faculté de Médecine Lyon Est, Université Claude Bernard Lyon 1, Lyon, France
| | - Charles-Hervé Vacheron
- Département d'Anesthésie Réanimation, Centre Hospitalier Lyon Sud, Hospices Civils de Lyon, Lyon, France. .,CIRI, Centre International de Recherche en Infectiologie (Equipe Laboratoire des Pathogènes Emergents), Inserm, U1111, Université Claude Bernard Lyon 1, CNRS, UMR5308, Lyon, France. .,Pôle Santé Publique, Service de Biostatistique - Bioinformatique, 165, chemin du grand revoyet, 69495, Pierre-Bénite, Lyon, France.
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11
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McPeake J, Bateson M, Christie F, Robinson C, Cannon P, Mikkelsen M, Iwashyna TJ, Leyland AH, Shaw M, Quasim T. Hospital re-admission after critical care survival: a systematic review and meta-analysis. Anaesthesia 2022; 77:475-485. [PMID: 34967011 DOI: 10.1111/anae.15644] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/15/2021] [Indexed: 12/22/2022]
Abstract
Survivors of critical illness frequently require increased healthcare resources after hospital discharge. We undertook a systematic review and meta-analysis to assess hospital re-admission rates following critical care admission and to explore potential re-admission risk factors. We searched the MEDLINE, Embase and CINAHL databases on 05 March 2020. Our search strategy incorporated controlled vocabulary and text words for hospital re-admission and critical illness, limited to the English language. Two reviewers independently applied eligibility criteria and assessed quality using the Newcastle Ottawa Score checklist and extracted data. The primary outcome was acute hospital re-admission in the year after critical care discharge. Of the 8851 studies screened, 87 met inclusion criteria and 41 were used within the meta-analysis. The analysis incorporated data from 3,897,597 patients and 741,664 re-admission episodes. Pooled estimates for hospital re-admission after critical illness were 16.9% (95%CI: 13.3-21.2%) at 30 days; 31.0% (95%CI: 24.3-38.6%) at 90 days; 29.6% (95%CI: 24.5-35.2%) at six months; and 53.3% (95%CI: 44.4-62.0%) at 12 months. Significant heterogeneity was observed across included studies. Three risk factors were associated with excess acute care rehospitalisation one year after discharge: the presence of comorbidities; events during initial hospitalisation (e.g. the presence of delirium and duration of mechanical ventilation); and subsequent infection after hospital discharge. Hospital re-admission is common in survivors of critical illness. Careful attention to the management of pre-existing comorbidities during transitions of care may help reduce healthcare utilisation after critical care discharge. Future research should determine if targeted interventions for at-risk critical care survivors can reduce the risk of subsequent rehospitalisation.
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Affiliation(s)
- J McPeake
- Intensive Care Unit, Glasgow Royal Infirmary and School of Medicine, Dentistry and Nursing, University of Glasgow, UK
| | - M Bateson
- University of the West of Scotland, Glasgow, UK
| | - F Christie
- NHS Greater Glasgow and Clyde, Glasgow, UK
| | - C Robinson
- Belfast Health and Social Care Trust, Belfast, UK
| | - P Cannon
- University of Glasgow Library, Glasgow, UK
| | - M Mikkelsen
- Center for Clinical Epidemiology and Biostatistics, Division of Pulmonary, Allergy, and Critical Care Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - T J Iwashyna
- Centre for Clinical Management Research, VA Ann Arbor Health System, Ann Arbor, MI, USA.,Department of Internal Medicine, Division of Pulmonary and Critical Care, University of Michigan, Ann Arbor, MI, USA
| | - A H Leyland
- MRC/CSO Social and Public Health Sciences Unit, University of Glasgow, Glasgow, UK
| | - M Shaw
- Clinical Physics, NHS Greater Glasgow and Clyde, Glasgow, UK.,School of Medicine, Dentistry and Nursing, University of Glasgow, Glasgow, UK
| | - T Quasim
- School of Medicine, Dentistry and Nursing, University of Glasgow, Glasgow, UK.,Intensive Care Unit, Glasgow Royal Infirmary, Glasgow, UK
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12
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Peltan ID, Caldwell E, Admon AJ, Attia EF, Gundel SJ, Mathews KS, Nagrebetsky A, Sahetya SK, Ulysse C, Brown SM, Chang SY, Goodwin AJ, Hope AA, Iwashyna TJ, Johnson NJ, Lanspa MJ, Richardson LD, Vranas KC, Angus DC, Baron RM, Haaland BA, Hayden DL, Thompson BT, Rice TW, Hough CL. Characteristics and Outcomes of US Patients Hospitalized With COVID-19. Am J Crit Care 2022; 31:146-157. [PMID: 34709373 PMCID: PMC8891038 DOI: 10.4037/ajcc2022549] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND Understanding COVID-19 epidemiology is crucial to clinical care and to clinical trial design and interpretation. OBJECTIVE To describe characteristics, treatment, and outcomes among patients hospitalized with COVID-19 early in the pandemic. METHODS A retrospective cohort study of consecutive adult patients with laboratory-confirmed, symptomatic SARS-CoV-2 infection admitted to 57 US hospitals from March 1 to April 1, 2020. RESULTS Of 1480 inpatients with COVID-19, median (IQR) age was 62.0 (49.4-72.9) years, 649 (43.9%) were female, and 822 of 1338 (61.4%) were non-White or Hispanic/Latino. Intensive care unit admission occurred in 575 patients (38.9%), mostly within 4 days of hospital presentation. Respiratory failure affected 583 patients (39.4%), including 284 (19.2%) within 24 hours of hospital presentation and 413 (27.9%) who received invasive mechanical ventilation. Median (IQR) hospital stay was 8 (5-15) days overall and 15 (9-24) days among intensive care unit patients. Hospital mortality was 17.7% (n = 262). Risk factors for hospital death identified by penalized multivariable regression included older age; male sex; comorbidity burden; symptoms-to-admission interval; hypotension; hypoxemia; and higher white blood cell count, creatinine level, respiratory rate, and heart rate. Of 1218 survivors, 221 (18.1%) required new respiratory support at discharge and 259 of 1153 (22.5%) admitted from home required new health care services. CONCLUSIONS In a geographically diverse early-pandemic COVID-19 cohort with complete hospital folllow-up, hospital mortality was associated with older age, comorbidity burden, and male sex. Intensive care unit admissions occurred early and were associated with protracted hospital stays. Survivors often required new health care services or respiratory support at discharge.
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Affiliation(s)
- Ithan D. Peltan
- assistant professor, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Intermountain Medical Center, Murray, Utah, and an adjunct assistant professor, Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City
| | - Ellen Caldwell
- data analyst/biostatistician, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington, Seattle
| | - Andrew J. Admon
- clinical instructor, Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Michigan School of Medicine, Ann Arbor
| | - Engi F. Attia
- assistant professor, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington
| | - Stephanie J. Gundel
- research coordinator, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington
| | - Kusum S. Mathews
- assistant professor, Division of Pulmonary and Critical Care Medicine, Department of Medicine and Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Alexander Nagrebetsky
- assistant professor, Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Sarina K. Sahetya
- assistant professor, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Christine Ulysse
- statistician, Division of Biostatistics, Department of Medicine, Massachusetts General Hospital
| | - Samuel M. Brown
- professor, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Intermountain Medical Center, and Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Utah School of Medicine
| | - Steven Y. Chang
- professor, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Ronald Reagan UCLA Medical Center, David Geffen School of Medicine at University of California, Los Angeles (UCLA)
| | - Andrew J. Goodwin
- professor, Division of Pulmonary, Critical Care, Allergy, and Sleep Medicine, Department of Medicine, Medical University of South Carolina, Charleston
| | - Aluko A. Hope
- associate professor, Division of Critical Care Medicine, Department of Medicine, Montefiore Medical Center and Albert Einstein School of Medicine, Bronx, New York
| | - Theodore J. Iwashyna
- professor, Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Michigan School of Medicine, and Veterans Affairs (VA) Center for Clinical Management Research, VA Ann Arbor Healthcare System, Ann Arbor, Michigan
| | - Nicholas J. Johnson
- associate professor, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington, and Department of Emergency Medicine, University of Washington
| | - Michael J. Lanspa
- associate professor, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Intermountain Medical Center, and Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Utah School of Medicine
| | - Lynne D. Richardson
- professor, Departments of Emergency Medicine and Population Health Sciences, and codirector, Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai
| | - Kelly C. Vranas
- assistant professor, Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, Oregon, and Division of Pulmonary and Critical Care Medicine, Department of Medicine, Oregon Health and Science University, Portland
| | - Derek C. Angus
- professor and chair, Department of Critical Care Medicine, University of Pittsburgh Medical Center and University of Pittsburgh Schools of the Health Sciences, Pittsburgh, Pennsylvania
| | - Rebecca M. Baron
- associate professor, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston
| | - Benjamin A. Haaland
- associate professor, Department of Population Health Sciences, University of Utah School of Medicine
| | - Douglas L. Hayden
- assistant professor, Division of Biostatistics, Department of Medicine, Massachusetts General Hospital
| | - B. Taylor Thompson
- professor, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Massachusetts General Hospital and Harvard Medical School
| | - Todd W. Rice
- associate professor, Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Catherine L. Hough
- professor and chief, Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Oregon Health and Science University
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13
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Wallin E, Hultström M, Lipcsey M, Frithiof R, Rubertsson S, Larsson I. Intensive care-treated COVID-19 patients' perception of their illness and remaining symptoms. Acta Anaesthesiol Scand 2022; 66:240-247. [PMID: 34704256 PMCID: PMC8653095 DOI: 10.1111/aas.13992] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 10/10/2021] [Accepted: 10/11/2021] [Indexed: 12/16/2022]
Abstract
Background The remaining symptoms in patients with coronavirus disease 2019 (COVID‐19) treated in intensive care unit are limited described. Therefore, we assessed patient's perception of their COVID‐19 disease, stay in intensive care, and remaining symptoms three to six months after intensive care. Methods Prospective cohort study was performed in one intensive care unit of a university hospital in Sweden during the first wave. A questionnaire with open‐ended questions and closed‐ended questions was used. Data were analyzed using qualitative and quantitative content analysis and descriptive statistics. Results Out of 123 patients treated for COVID‐19, 64 answered the questionnaire 3–6 months after discharge from intensive care. Memories from illness and hospital stay revealed in three categories; awareness of the illness, losing anchor to reality and being cared for in a dynamic environment. Information was perceived as spare by 48% and they wanted the information to be more personal. The diary was perceived as personal and was received by 33% patients. The relationship with family was affected among 39% and 13% of the patients indicated that they had not resumed their daily life. A large amount, 84%, indicated that they had remaining symptoms from COVID‐19. The dominated symptoms were impaired strength and energy both physically and mentally. Conclusion Patients reported a variety of physical and mental symptoms, and revealed memories from the ICU, and specific awareness of other patients’ health. It illustrates the need for screening patients for remaining symptoms after COVID‐19 disease and ICU care and may affect resuming patients’ daily life.
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Affiliation(s)
- Ewa Wallin
- Department of Surgical Sciences Anesthesia and Intensive Care Medicine Uppsala University Uppsala Sweden
| | - Michael Hultström
- Department of Surgical Sciences Anesthesia and Intensive Care Medicine Uppsala University Uppsala Sweden
- Department of Medical Cell Biology Integrative Physiology Uppsala University Uppsala Sweden
| | - Miklos Lipcsey
- Department of Surgical Sciences Anesthesia and Intensive Care Medicine Uppsala University Uppsala Sweden
- Department of Surgical Sciences Hedenstierna laboratory CIRRUS, Anesthesiology and Intensive Care Medicine Uppsala University Uppsala Sweden
| | - Robert Frithiof
- Department of Surgical Sciences Anesthesia and Intensive Care Medicine Uppsala University Uppsala Sweden
| | - Sten Rubertsson
- Department of Surgical Sciences Anesthesia and Intensive Care Medicine Uppsala University Uppsala Sweden
| | - Ing‐Marie Larsson
- Department of Surgical Sciences Anesthesia and Intensive Care Medicine Uppsala University Uppsala Sweden
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14
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van Gassel RJJ, Bels J, Remij L, van Bussel BCT, Posthuma R, Gietema HA, Verbunt J, van der Horst ICC, Olde Damink SWM, van Santen S, van de Poll MCG. Functional Outcomes and Their Association With Physical Performance in Mechanically Ventilated Coronavirus Disease 2019 Survivors at 3 Months Following Hospital Discharge: A Cohort Study. Crit Care Med 2021; 49:1726-1738. [PMID: 33967204 PMCID: PMC8439632 DOI: 10.1097/ccm.0000000000005089] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES We performed a comprehensive health assessment in mechanically ventilated coronavirus disease 2019 survivors to assess the impact of respiratory and skeletal muscle injury sustained during ICU stay on physical performance at 3 months following hospital discharge. DESIGN Preregistered prospective observational cohort study. SETTING University hospital ICU. PATIENTS All mechanically ventilated coronavirus disease 2019 patients admitted to our ICU during the first European pandemic wave. MEASUREMENTS AND MAIN RESULTS At 3 months after hospital discharge, 46 survivors underwent a comprehensive physical assessment (6-min walking distance, Medical Research Council sum score and handgrip strength), a full pulmonary function test, and a chest CT scan which was used to analyze skeletal muscle architecture. In addition, patient-reported outcomes measures were collected. Physical performance assessed by 6-minute walking distance was below 80% of predicted in 48% of patients. Patients with impaired physical performance had more muscle weakness (Medical Research Council sum score 53 [51-56] vs 59 [56-60]; p < 0.001), lower lung diffusing capacity (54% [44-66%] vs 68% of predicted [61-72% of predicted]; p = 0.002), and higher intermuscular adipose tissue area (p = 0.037). Reduced lung diffusing capacity and increased intermuscular adipose tissue were independently associated with physical performance. CONCLUSIONS Physical disability is common at 3 months in severe coronavirus disease 2019 survivors. Lung diffusing capacity and intermuscular adipose tissue assessed on CT were independently associated with walking distance, suggesting a key role for pulmonary function and muscle quality in functional disability.
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Affiliation(s)
- Rob J J van Gassel
- Department of Intensive Care Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- Department of Surgery, Maastricht University Medical Centre, Maastricht, The Netherlands
- NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, The Netherlands
- CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
- Department of Respiratory Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- CIRO+, Centre of Expertise for Chronic Organ Failure, Horn, The Netherlands
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- GROW School of Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands
- Department of rehabilitation, Maastricht University, Maastricht, The Netherlands
- CARIM Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, The Netherlands
- Department of General, Visceral and Transplantation Surgery, RWTH University Hospital Aachen, Aachen, Germany
| | - Julia Bels
- Department of Intensive Care Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, The Netherlands
| | - Loes Remij
- Department of Intensive Care Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Bas C T van Bussel
- Department of Intensive Care Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
| | - Rein Posthuma
- Department of Intensive Care Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- Department of Surgery, Maastricht University Medical Centre, Maastricht, The Netherlands
- NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, The Netherlands
- CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
- Department of Respiratory Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- CIRO+, Centre of Expertise for Chronic Organ Failure, Horn, The Netherlands
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- GROW School of Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands
- Department of rehabilitation, Maastricht University, Maastricht, The Netherlands
- CARIM Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, The Netherlands
- Department of General, Visceral and Transplantation Surgery, RWTH University Hospital Aachen, Aachen, Germany
| | - Hester A Gietema
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- GROW School of Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands
| | - Jeanine Verbunt
- Department of rehabilitation, Maastricht University, Maastricht, The Netherlands
| | - Iwan C C van der Horst
- Department of Intensive Care Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- CARIM Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, The Netherlands
| | - Steven W M Olde Damink
- Department of Surgery, Maastricht University Medical Centre, Maastricht, The Netherlands
- NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, The Netherlands
- Department of General, Visceral and Transplantation Surgery, RWTH University Hospital Aachen, Aachen, Germany
| | - Susanne van Santen
- Department of Intensive Care Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Marcel C G van de Poll
- Department of Intensive Care Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- Department of Surgery, Maastricht University Medical Centre, Maastricht, The Netherlands
- NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, The Netherlands
- CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
- Department of Respiratory Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- CIRO+, Centre of Expertise for Chronic Organ Failure, Horn, The Netherlands
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
- GROW School of Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands
- Department of rehabilitation, Maastricht University, Maastricht, The Netherlands
- CARIM Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, The Netherlands
- Department of General, Visceral and Transplantation Surgery, RWTH University Hospital Aachen, Aachen, Germany
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15
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Mumoli N, Conte G, Evangelista I, Cei M, Mazzone A, Colombo A. Post-COVID or long-COVID: Two different conditions or the same? J Infect Public Health 2021; 14:1349-1350. [PMID: 34426096 PMCID: PMC8372476 DOI: 10.1016/j.jiph.2021.08.019] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Revised: 08/09/2021] [Accepted: 08/14/2021] [Indexed: 11/29/2022] Open
Affiliation(s)
- Nicola Mumoli
- Department of Internal Medicine, Ospedale Fornaroli, Magenta, MI, Italy.
| | - Giulia Conte
- Department of Internal Medicine, Ospedale Fornaroli, Magenta, MI, Italy
| | | | - Marco Cei
- Department of Internal Medicine, Ospedale Fornaroli, Magenta, MI, Italy
| | - Antonino Mazzone
- Department of Internal Medicine, Ospedale Fornaroli, Magenta, MI, Italy
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16
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Defining Potential Therapeutic Targets in Coronavirus Disease 2019: A Cross-Sectional Analysis of a Single-Center Cohort. Crit Care Explor 2021; 3:e0488. [PMID: 34386774 PMCID: PMC8352605 DOI: 10.1097/cce.0000000000000488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Supplemental Digital Content is available in the text. OBJECTIVES: Multiple mechanisms have been proposed to explain disease severity in coronavirus disease 2019. Therapeutic approaches need to be underpinned by sound biological rationale. We evaluated whether serum levels of a range of proposed coronavirus disease 2019 therapeutic targets discriminated between patients with mild or severe disease. DESIGN: A search of ClinicalTrials.gov identified coronavirus disease 2019 immunological drug targets. We subsequently conducted a retrospective observational cohort study investigating the association of serum biomarkers within the first 5 days of hospital admission relating to putative therapeutic biomarkers with illness severity and outcome. SETTING: University College London, a tertiary academic medical center in the United Kingdom. PATIENTS: Patients admitted to hospital with a diagnosis of coronavirus disease 2019. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Eighty-six patients were recruited, 44 (51%) with mild disease and 42 (49%) with severe disease. We measured levels of 10 cytokines/signaling proteins related to the most common therapeutic targets (granulocyte-macrophage colony-stimulating factor, interferon-α2a, interferon-β, interferon-γ, interleukin-1β, interleukin-1 receptor antagonist, interleukin-6, interleukin-7, interleukin-8, tumor necrosis factor-α), immunoglobulin G antibodies directed against either coronavirus disease 2019 spike protein or nucleocapsid protein, and neutralization titers of antibodies. Four-hundred seventy-seven randomized trials, including 168 different therapies against 83 different pathways, were identified. Six of the 10 markers (interleukin-6, interleukin-7, interleukin-8, interferon-α2a, interferon-β, interleukin-1 receptor antagonist) discriminated between patients with mild and severe disease, although most were similar or only modestly raised above that seen in healthy volunteers. A similar proportion of patients with mild or severe disease had detectable spike protein or nucleocapsid protein immunoglobulin G antibodies with equivalent levels between groups. Neutralization titers were higher among patients with severe disease. CONCLUSIONS: Some therapeutic and prognostic biomarkers may be useful in identifying coronavirus disease 2019 patients who may benefit from specific immunomodulatory therapies, particularly interleukin-6. However, biomarker absolute values often did not discriminate between patients with mild and severe disease or death, implying that these immunomodulatory treatments may be of limited benefit.
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17
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Rousseau AF, Minguet P, Colson C, Kellens I, Chaabane S, Delanaye P, Cavalier E, Chase JG, Lambermont B, Misset B. Post-intensive care syndrome after a critical COVID-19: cohort study from a Belgian follow-up clinic. Ann Intensive Care 2021; 11:118. [PMID: 34324073 PMCID: PMC8319705 DOI: 10.1186/s13613-021-00910-9] [Citation(s) in RCA: 76] [Impact Index Per Article: 25.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2021] [Accepted: 07/22/2021] [Indexed: 12/18/2022] Open
Abstract
Purpose Many patients with coronavirus disease 2019 (COVID-19) required critical care. Mid-term outcomes of the survivors need to be assessed. The objective of this single-center cohort study was to describe their physical, cognitive, psychological, and biological outcomes at 3 months following intensive care unit (ICU)-discharge (M3). Patients and methods All COVID-19 adults who survived an ICU stay ≥ 7 days and attended the M3 consultation at our multidisciplinary follow-up clinic were involved. They benefited from a standardized assessment, addressing health-related quality of life (EQ-5D-3L), sleep disorders (PSQI), and the three principal components of post-intensive care syndrome (PICS): physical status (Barthel index, handgrip and quadriceps strength), mental health disorders (HADS and IES-R), and cognitive impairment (MoCA). Biological parameters referred to C-reactive protein and creatinine. Results Among the 92 patients admitted to our ICU for COVID-19, 42 survived a prolonged ICU stay and 32 (80%) attended the M3 follow-up visit. Their median age was 62 [49–68] years, 72% were male, and nearly half received inpatient rehabilitation following ICU discharge. At M3, 87.5% (28/32) had not regained their baseline level of daily activities. Only 6.2% (2/32) fully recovered, and had normal scores for the three MoCA, IES-R and Barthel scores. The main observed disorders were PSQI > 5 (75%, 24/32), MoCA < 26 (44%, 14/32), Barthel < 100 (31%, 10/32) and IES-R ≥ 33 (28%, 9/32). Combined disorders were observed in 13/32 (40.6%) of the patients. The EQ-5D-3L visual scale was rated at 71 [61–80]. A quarter of patients (8/32) demonstrated a persistent inflammation based on CRP blood level (9.3 [6.8–17.7] mg/L). Conclusion The burden of severe COVID-19 and prolonged ICU stay was considerable in the present cohort after 3 months, affecting both functional status and biological parameters. These data are an argument on the need for closed follow-up for critically ill COVID-19 survivors. Supplementary Information The online version contains supplementary material available at 10.1186/s13613-021-00910-9.
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Affiliation(s)
- Anne-Françoise Rousseau
- Department of Intensive Care and Burn Center, University Hospital of Liège, Sart-Tilman B35, 4000, Liège, Belgium.
| | - Pauline Minguet
- Department of Intensive Care and Burn Center, University Hospital of Liège, Sart-Tilman B35, 4000, Liège, Belgium
| | - Camille Colson
- Department of Intensive Care and Burn Center, University Hospital of Liège, Sart-Tilman B35, 4000, Liège, Belgium
| | - Isabelle Kellens
- Department of Intensive Care and Burn Center, University Hospital of Liège, Sart-Tilman B35, 4000, Liège, Belgium
| | - Sourour Chaabane
- Department of Intensive Care and Burn Center, University Hospital of Liège, Sart-Tilman B35, 4000, Liège, Belgium
| | - Pierre Delanaye
- Department of Nephrology, University Hospital of Liège, Liège, Belgium.,Department of Nephrology-Dialysis-Apheresis, Hôpital Universitaire Carémeau, Nimes, France
| | - Etienne Cavalier
- Department of Clinical Chemistry, University Hospital of Liège, Liège, Belgium
| | - J Geoffrey Chase
- Department of Mechanical Engineering, Centre for Bio-Engineering, University of Canterbury, Christchurch, New Zealand
| | - Bernard Lambermont
- Department of Intensive Care and Burn Center, University Hospital of Liège, Sart-Tilman B35, 4000, Liège, Belgium
| | - Benoit Misset
- Department of Intensive Care and Burn Center, University Hospital of Liège, Sart-Tilman B35, 4000, Liège, Belgium
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Cardiopulmonary Exercise Testing in Critically Ill Coronavirus Disease 2019 Survivors: Evidence of a Sustained Exercise Intolerance and Hypermetabolism. Crit Care Explor 2021; 3:e0491. [PMID: 34278318 PMCID: PMC8280004 DOI: 10.1097/cce.0000000000000491] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
Supplemental Digital Content is available in the text. OBJECTIVES: To investigate exercise capacity at 3 and 6 months after a prolonged ICU stay. DESIGN: Observational monocentric study. SETTING: A post-ICU follow-up clinic in a tertiary university hospital in Liège, Belgium. PATIENTS: Patients surviving an ICU stay greater than or equal to 7 days for a severe coronavirus disease 2019 pneumonia and attending our post-ICU follow-up clinic. MEASUREMENTS AND MAIN RESULTS: Cardiopulmonary and metabolic variables provided by a cardiopulmonary exercise testing on a cycle ergometer were collected at rest, at peak exercise, and during recovery. Fourteen patients (10 males, 59 yr [52–62 yr], all obese with body mass index > 27 kg/m2) were included after a hospital stay of 40 days (35–53 d). At rest, respiratory quotient was abnormally high at both 3 and 6 months (0.9 [0.83–0.96] and 0.94 [0.86–0.97], respectively). Oxygen uptake was also abnormally increased at 3 months (8.24 mL/min/kg [5.38–10.54 mL/min/kg]) but significantly decreased at 6 months (p = 0.013). At 3 months, at the maximum workload (67% [55–89%] of predicted workload), oxygen uptake peaked at 81% (64–104%) of predicted maximum oxygen uptake, with oxygen pulse and heart rate reaching respectively 110% (76–140%) and 71% (64–81%) of predicted maximum values. Ventilatory equivalent for carbon dioxide remains within normal ranges. The 50% decrease in oxygen uptake after maximum effort was delayed, at 130 seconds (115–142 s). Recovery was incomplete with a persistent anaerobic metabolism. At 6 months, no significant improvement was observed, excepting an increase in heart rate reaching 79% (72–95%) (p = 0.008). CONCLUSIONS: Prolonged reduced exercise capacity was observed up to 6 months in critically ill coronavirus disease 2019 survivors. This disability did not result from residual pulmonary or cardiac dysfunction but rather from a metabolic disorder characterized by a sustained hypermetabolism and an impaired oxygen utilization.
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19
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Long-term Outcomes Following Severe COVID-19 Infection: A Multicenter Cohort Study of Family Member Outcomes. Ann Am Thorac Soc 2021; 18:2098-2101. [PMID: 34192506 PMCID: PMC8641813 DOI: 10.1513/annalsats.202104-481rl] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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20
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Ramakrishnan RK, Kashour T, Hamid Q, Halwani R, Tleyjeh IM. Unraveling the Mystery Surrounding Post-Acute Sequelae of COVID-19. Front Immunol 2021; 12:686029. [PMID: 34276671 PMCID: PMC8278217 DOI: 10.3389/fimmu.2021.686029] [Citation(s) in RCA: 126] [Impact Index Per Article: 42.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Accepted: 06/14/2021] [Indexed: 12/15/2022] Open
Abstract
More than one year since its emergence, corona virus disease 2019 (COVID-19) is still looming large with a paucity of treatment options. To add to this burden, a sizeable subset of patients who have recovered from acute COVID-19 infection have reported lingering symptoms, leading to significant disability and impairment of their daily life activities. These patients are considered to suffer from what has been termed as “chronic” or “long” COVID-19 or a form of post-acute sequelae of COVID-19, and patients experiencing this syndrome have been termed COVID-19 long-haulers. Despite recovery from infection, the persistence of atypical chronic symptoms, including extreme fatigue, shortness of breath, joint pains, brain fogs, anxiety and depression, that could last for months implies an underlying disease pathology that persist beyond the acute presentation of the disease. As opposed to the direct effects of the virus itself, the immune response to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is believed to be largely responsible for the appearance of these lasting symptoms, possibly through facilitating an ongoing inflammatory process. In this review, we hypothesize potential immunological mechanisms underlying these persistent and prolonged effects, and describe the multi-organ long-term manifestations of COVID-19.
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Affiliation(s)
- Rakhee K Ramakrishnan
- College of Medicine, University of Sharjah, Sharjah, United Arab Emirates.,Sharjah Institute for Medical Research, University of Sharjah, Sharjah, United Arab Emirates
| | - Tarek Kashour
- Department of Cardiac Sciences, King Fahad Cardiac Center, King Saud University Medical City, King Saud University, Riyadh, Saudi Arabia
| | - Qutayba Hamid
- College of Medicine, University of Sharjah, Sharjah, United Arab Emirates.,Meakins-Christie Laboratories, Research Institute of the McGill University Healthy Center, McGill University, Montreal, QC, Canada
| | - Rabih Halwani
- College of Medicine, University of Sharjah, Sharjah, United Arab Emirates.,Sharjah Institute for Medical Research, University of Sharjah, Sharjah, United Arab Emirates.,Prince Abdullah Ben Khaled Celiac Disease Chair, Department of Pediatrics, Faculty of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Imad M Tleyjeh
- Infectious Diseases Section, Department of Medical Specialties, King Fahad Medical City, Riyadh, Saudi Arabia.,College of Medicine, Alfaisal University, Riyadh, Saudi Arabia.,Division of Infectious Diseases, Mayo Clinic College of Medicine and Science, Rochester, MN, United States.,Division of Epidemiology, Mayo Clinic College of Medicine and Science, Rochester, MN, United States
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21
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Exercise Ventilatory Inefficiency in Post-COVID-19 Syndrome: Insights from a Prospective Evaluation. J Clin Med 2021; 10:jcm10122591. [PMID: 34208271 PMCID: PMC8230788 DOI: 10.3390/jcm10122591] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 05/31/2021] [Accepted: 06/07/2021] [Indexed: 12/23/2022] Open
Abstract
Introduction: Coronavirus disease 2019 (COVID-19) is a systemic disease characterized by a disproportionate inflammatory response in the acute phase. This study sought to identify clinical sequelae and their potential mechanism. Methods: We conducted a prospective single-center study (NCT04689490) of previously hospitalized COVID-19 patients with and without dyspnea during mid-term follow-up. An outpatient group was also evaluated. They underwent serial testing with a cardiopulmonary exercise test (CPET), transthoracic echocardiogram, pulmonary lung test, six-minute walking test, serum biomarker analysis, and quality of life questionaries. Results: Patients with dyspnea (n = 41, 58.6%), compared with asymptomatic patients (n = 29, 41.4%), had a higher proportion of females (73.2 vs. 51.7%; p = 0.065) with comparable age and prevalence of cardiovascular risk factors. There were no significant differences in the transthoracic echocardiogram and pulmonary function test. Patients who complained of persistent dyspnea had a significant decline in predicted peak VO2 consumption (77.8 (64–92.5) vs. 99 (88–105); p < 0.00; p < 0.001), total distance in the six-minute walking test (535 (467–600) vs. 611 (550–650) meters; p = 0.001), and quality of life (KCCQ-23 60.1 ± 18.6 vs. 82.8 ± 11.3; p < 0.001). Additionally, abnormalities in CPET were suggestive of an impaired ventilatory efficiency (VE/VCO2 slope 32 (28.1–37.4) vs. 29.4 (26.9–31.4); p = 0.022) and high PETCO2 (34.5 (32–39) vs. 38 (36–40); p = 0.025). Interpretation: In this study, >50% of COVID-19 survivors present a symptomatic functional impairment irrespective of age or prior hospitalization. Our findings suggest a potential ventilation/perfusion mismatch or hyperventilation syndrome.
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22
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Snow TAC, Saleem N, Ambler G, Nastouli E, Singer M, Arulkumaran N. Tocilizumab in COVID-19: a meta-analysis, trial sequential analysis, and meta-regression of randomized-controlled trials. Intensive Care Med 2021; 47:641-652. [PMID: 34019122 PMCID: PMC8139226 DOI: 10.1007/s00134-021-06416-z] [Citation(s) in RCA: 48] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 04/20/2021] [Indexed: 12/15/2022]
Abstract
PURPOSE Interleukin-6 (IL-6) levels discriminate between patients with mild and severe COVID-19, making IL-6 inhibition an attractive therapeutic strategy. We conducted a systematic review, meta-analysis, trial sequential analysis (TSA), and meta-regression of randomized-controlled trials to ascertain the benefit of IL-6 blockade with tocilizumab for COVID-19. METHODS We included randomized-controlled trials (RCTs) allocating patients with COVID-19 to tocilizumab. Our control group included standard care or placebo. Trials co-administering other pharmacological interventions for COVID-19 were not excluded. Primary outcome was 28-30 day mortality. Secondary outcomes included progression-to-severe disease defined as need for mechanical ventilation, intensive-care unit (ICU) admission, or a composite. RESULTS We identified 10 RCTs using tocilizumab, 9 of which reported primary outcome data (mortality), recruiting 6493 patients with 3358 (52.2%) allocated to tocilizumab. Tocilizumab may be associated with an improvement in mortality (24.4% vs. 29.0%; OR 0.87 [0.74-1.01]; p = 0.07; I2 = 10%; TSA adjusted CI 0.66-1.14). Meta-regression suggested a relationship between treatment effect and mortality risk, with benefit at higher levels of risk (logOR vs %risk beta = -0.018 [-0.037 to -0.002]; p = 0.07). Tocilizumab did reduce the need for mechanical ventilation and was associated with a benefit in the composite secondary outcome but did not reduce ICU admission. CONCLUSIONS For hospitalized COVID-19 patients, there is some evidence that tocilizumab use may be associated with a short-term mortality benefit, but further high-quality data are required. Its benefits may also lie in reducing the need for mechanical ventilation.
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Affiliation(s)
| | - Naveed Saleem
- Bloomsbury Institute of Intensive Care Medicine, University College London, Gower St, London, WC1E 6BT, UK
| | - Gareth Ambler
- Department of Statistical Science, University College London, London, UK
| | - Eleni Nastouli
- Department of Clinical Virology, University College London Hospital, London, UK
- Department of Infection, Immunity and Inflammation, UCL Great Ormond Street Institute of Child Health, London, UK
| | - Mervyn Singer
- Bloomsbury Institute of Intensive Care Medicine, University College London, Gower St, London, WC1E 6BT, UK
| | - Nishkantha Arulkumaran
- Bloomsbury Institute of Intensive Care Medicine, University College London, Gower St, London, WC1E 6BT, UK
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23
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Return to Work After Coronavirus Disease 2019 Acute Respiratory Distress Syndrome and Intensive Care Admission: Prospective, Case Series at 6 Months From Hospital Discharge. Crit Care Med 2021; 49:e1157-e1162. [PMID: 34048368 PMCID: PMC8507591 DOI: 10.1097/ccm.0000000000005096] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Joblessness is common in survivors from critical care. Our aim was to describe rates of return to work versus unemployment following coronavirus disease 2019 acute respiratory distress syndrome requiring intensive care admission.
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24
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Post-COVID-19 functional status six-months after hospitalization. J Infect 2020; 82:e31-e33. [PMID: 33373650 PMCID: PMC7834022 DOI: 10.1016/j.jinf.2020.12.022] [Citation(s) in RCA: 77] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Accepted: 12/23/2020] [Indexed: 12/11/2022]
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