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Lee CH, Banoei MM, Ansari M, Cheng MP, Lamontagne F, Griesdale D, Lasry DE, Demir K, Dhingra V, Tran KC, Lee T, Burns K, Sweet D, Marshall J, Slutsky A, Murthy S, Singer J, Patrick DM, Lee TC, Boyd JH, Walley KR, Fowler R, Haljan G, Vinh DC, Mcgeer A, Maslove D, Mann P, Donohoe K, Hernandez G, Rocheleau G, Trahtemberg U, Kumar A, Lou M, Dos Santos C, Baker A, Russell JA, Winston BW. Using a targeted metabolomics approach to explore differences in ARDS associated with COVID-19 compared to ARDS caused by H1N1 influenza and bacterial pneumonia. Crit Care 2024; 28:63. [PMID: 38414082 PMCID: PMC10900651 DOI: 10.1186/s13054-024-04843-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 02/19/2024] [Indexed: 02/29/2024] Open
Abstract
RATIONALE Acute respiratory distress syndrome (ARDS) is a life-threatening critical care syndrome commonly associated with infections such as COVID-19, influenza, and bacterial pneumonia. Ongoing research aims to improve our understanding of ARDS, including its molecular mechanisms, individualized treatment options, and potential interventions to reduce inflammation and promote lung repair. OBJECTIVE To map and compare metabolic phenotypes of different infectious causes of ARDS to better understand the metabolic pathways involved in the underlying pathogenesis. METHODS We analyzed metabolic phenotypes of 3 ARDS cohorts caused by COVID-19, H1N1 influenza, and bacterial pneumonia compared to non-ARDS COVID-19-infected patients and ICU-ventilated controls. Targeted metabolomics was performed on plasma samples from a total of 150 patients using quantitative LC-MS/MS and DI-MS/MS analytical platforms. RESULTS Distinct metabolic phenotypes were detected between different infectious causes of ARDS. There were metabolomics differences between ARDSs associated with COVID-19 and H1N1, which include metabolic pathways involving taurine and hypotaurine, pyruvate, TCA cycle metabolites, lysine, and glycerophospholipids. ARDSs associated with bacterial pneumonia and COVID-19 differed in the metabolism of D-glutamine and D-glutamate, arginine, proline, histidine, and pyruvate. The metabolic profile of COVID-19 ARDS (C19/A) patients admitted to the ICU differed from COVID-19 pneumonia (C19/P) patients who were not admitted to the ICU in metabolisms of phenylalanine, tryptophan, lysine, and tyrosine. Metabolomics analysis revealed significant differences between C19/A, H1N1/A, and PNA/A vs ICU-ventilated controls, reflecting potentially different disease mechanisms. CONCLUSION Different metabolic phenotypes characterize ARDS associated with different viral and bacterial infections.
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Affiliation(s)
- Chel Hee Lee
- Department of Critical Care Medicine, University of Calgary, Alberta, Canada
| | - Mohammad M Banoei
- Department of Critical Care Medicine, University of Calgary, Alberta, Canada
| | - Mariam Ansari
- Department of Critical Care Medicine, University of Calgary, Alberta, Canada
| | - Matthew P Cheng
- Divisions of Infectious Diseases & Medical Microbiology, McGill University Health Center, McGill's Interdisciplinary Initiative in Infection and Immunity, Montreal, PQ, Canada
| | | | - Donald Griesdale
- Critical Care Medicine, Vancouver General Hospital and University of British Columbia, 2775 Laurel St, Vancouver, BC, V5Z 1M9, Canada
| | - David E Lasry
- Divisions of Infectious Diseases & Medical Microbiology, McGill University Health Center, McGill's Interdisciplinary Initiative in Infection and Immunity, Montreal, PQ, Canada
| | - Koray Demir
- Divisions of Infectious Diseases & Medical Microbiology, McGill University Health Center, McGill's Interdisciplinary Initiative in Infection and Immunity, Montreal, PQ, Canada
| | - Vinay Dhingra
- Critical Care Medicine, Vancouver General Hospital and University of British Columbia, 2775 Laurel St, Vancouver, BC, V5Z 1M9, Canada
| | - Karen C Tran
- Division of General Internal Medicine, Vancouver General Hospital and University of British Columbia, 2775 Laurel St, Vancouver, BC, V5Z 1M9, Canada
| | - Terry Lee
- Centre for Health Evaluation and Outcome Science (CHEOS), St. Paul's Hospital and University of British Columbia, 1081 Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
| | - Kevin Burns
- Department of Medicine, Division of Nephrology, Ottawa Hospital Research Institute, and University of Ottawa, 1967 Riverside Dr., Rm. 535, Ottawa, ON, K1H 7W9, Canada
| | - David Sweet
- Critical Care Medicine and Emergency Medicine, Vancouver General Hospital and University of British Columbia, 2775 Laurel St, Vancouver, BC, V5Z 1M9, Canada
| | - John Marshall
- Department of Surgery, St. Michael's Hospital and University of Toronto, 30 Bond Street, Toronto, ON, M5B 1W8, Canada
| | - Arthur Slutsky
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael's Hospital; Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, Canada
| | - Srinivas Murthy
- British Columbia Children's Hospital, University of British Columbia, 4500 Oak Street, Vancouver, BC, V6H 3N1, Canada
| | - Joel Singer
- Centre for Health Evaluation and Outcome Science (CHEOS), St. Paul's Hospital and University of British Columbia, 1081 Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
| | - David M Patrick
- British Columbia Centre for Disease Control (BCCDC) and School of Population and Public Health, University of British Columbia, 655 West 12th Avenue, Vancouver, BC, V5Z 4R4, Canada
| | - Todd C Lee
- Divisions of Infectious Diseases & Medical Microbiology, McGill University Health Center, McGill's Interdisciplinary Initiative in Infection and Immunity, Montreal, PQ, Canada
| | - John H Boyd
- Centre for Heart Lung Innovation, St. Paul's Hospital, University of British Columbia, Vancouver, BC, Canada
- Division of Critical Care Medicine, St. Paul's Hospital, University of British Columbia, Vancouver, BC, Canada
| | - Keith R Walley
- Centre for Heart Lung Innovation, St. Paul's Hospital, University of British Columbia, Vancouver, BC, Canada
- Division of Critical Care Medicine, St. Paul's Hospital, University of British Columbia, Vancouver, BC, Canada
| | - Robert Fowler
- Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada
| | - Greg Haljan
- Department of Medicine and Critical Care Medicine, Surrey Memorial Hospital, 13750 96th Avenue, Surrey, BC, V3V 1Z2, Canada
| | - Donald C Vinh
- Divisions of Infectious Diseases & Medical Microbiology, McGill University Health Center, McGill's Interdisciplinary Initiative in Infection and Immunity, Montreal, PQ, Canada
| | - Alison Mcgeer
- Mt. Sinai Hospital and University of Toronto, 600 University Avenue, Toronto, ON, M5G 1X5, Canada
| | - David Maslove
- Department of Critical Care, Kingston General Hospital and Queen's University, 76 Stuart Street, Kingston, ON, K7L 2V7, Canada
| | | | | | | | | | - Uriel Trahtemberg
- Department of Critical Care, Galilee Medical Center, Nahariya, Israel
- Bar Ilan University, Ramat Gan, Israel
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Canada
| | - Anand Kumar
- Departments of Medicine and Medical Microbiology, University of Manitoba, Winnipeg, Canada
| | - Ma Lou
- Departments of Medicine and Medical Microbiology, University of Manitoba, Winnipeg, Canada
| | - Claudia Dos Santos
- Department of Medicine and Interdepartmental Division of Critical Care, University of Toronto, Toronto, Canada
| | - Andrew Baker
- Departments of Critical Care and Anesthesia, St. Michael's Hospital, University of Toronto, Toronto, ON, Canada
| | - James A Russell
- Centre for Heart Lung Innovation, St. Paul's Hospital, University of British Columbia, Vancouver, BC, Canada
- Division of Critical Care Medicine, St. Paul's Hospital, University of British Columbia, Vancouver, BC, Canada
| | - Brent W Winston
- Departments of Critical Care Medicine, Medicine and Biochemistry and Molecular Biology, University of Calgary, Health Research Innovation Center (HRIC), Room 4C64, 3280 Hospital Drive NW, Calgary, AB, T2N 4Z6, Canada.
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Ansari AK, Pitamberwale A, Ansari SA, Mahmood T, Limgaokar K, Karki G, Singh L. Study of Biochemical Parameters as Predictors for Need of Invasive Ventilation in Severely Ill COVID-19 Patients. J Crit Care Med (Targu Mures) 2023; 9:262-270. [PMID: 37969877 PMCID: PMC10644279 DOI: 10.2478/jccm-2023-0030] [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: 07/19/2023] [Accepted: 10/19/2023] [Indexed: 11/17/2023] Open
Abstract
Background Though laboratory tests have been shown to predict mortality in COVID-19, there is still a dearth of information regarding the role of biochemical parameters in predicting the type of ventilatory support that these patients may require. Methods The purpose of our retrospective observational study was to investigate the relationship between biochemical parameters and the type of ventilatory support needed for the intensive care of severely ill COVID-19 patients. We comprehensively recorded history, physical examination, vital signs from point-of-care testing (POCT) devices, clinical diagnosis, details of the ventilatory support required in intensive care and the results of the biochemical analysis at the time of admission. Appropriate statistical methods were used and P-values < 0.05 were considered significant. Receiver operating characteristics (ROC) analysis was performed and Area Under the Curve (AUC) of 0.6 to 0.7, 0.7 to 0.8, 0.8 to 0.9, and >0.9, respectively, were regarded as acceptable, fair, good, and exceptional for discrimination. Results Statistically significant differences (p<0.05) in Urea (p = 0.0351), Sodium (p = 0.0142), Indirect Bilirubin (p = 0.0251), Albumin (p = 0.0272), Aspartate Transaminase (AST) (p = 0.0060) and Procalcitonin (PCT) (p = 0.0420) were observed between the patients who were maintained on non-invasive ventilations as compared to those who required invasive ventilation. In patients who required invasive ventilation, the levels of Urea, Sodium, Indirect bilirubin, AST and PCT were higher while Albumin was lower. On ROC analysis, higher levels of Albumin was found to be acceptable indicator of maintenance on non-invasive ventilation while higher levels of Sodium and PCT were found to be fair predictor of requirement of invasive ventilation. Conclusion Our study emphasizes the role of biochemical parameters in predicting the type of ventilatory support that is needed in order to properly manage severely ill COVID-19 patients.
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Affiliation(s)
- Azmat Kamal Ansari
- Shri Ram Murti Smarak Institute of Medical Sciences, Bareilly, Uttar Pradesh, India
| | | | | | - Tariq Mahmood
- Teerthanker Mahaveer Medical College and Research Centre, Moradabad, Uttar Pradesh, India
| | | | - Geeta Karki
- Shri Ram Murti Smarak Institute of Medical Sciences, Bareilly, Uttar Pradesh, India
| | - Lalit Singh
- Shri Ram Murti Smarak Institute of Medical Sciences, Bareilly, Uttar Pradesh, India
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Bülbül H, Derviş Hakim G, Ceylan C, Aysin M, Köse Ş. What Is the Place of Intermediate Care Unit in Patients with COVID-19? A Single Center Experience. Int J Clin Pract 2023; 2023:8545431. [PMID: 37122395 PMCID: PMC10139809 DOI: 10.1155/2023/8545431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 02/26/2023] [Accepted: 03/23/2023] [Indexed: 05/02/2023] Open
Abstract
Introduction COVID-19 pandemic has led to an increased rate of intensive care unit (ICU) stays. Intermediate care units (IMCUs) are a useful resource for the management of patients with severe COVID-19 that do not require ICU admission. In this research, we aimed to determine survival outcomes and parameters predicting mortality in patients who have been admitted to IMCU. Materials and Methods Patients who were admitted to IMCU between April 2019 and January 2021 were analyzed retrospectively. Sociodemographics, clinical characteristics, and blood parameters on admission were compared between the patients who died in IMCU and the others. Blood parameters at discharge were compared between survived and deceased individuals. Survival analysis was performed via Kaplan-Meier analysis. Blood parameters predicting mortality were determined by univariate and multivariate Cox regression analysis. Results A total of 140 patients were included within the scope of this study. The median age was 72.5 years, and 77 (55%) of them were male and 63 (45%) of them were female. A total of 37 (26.4%) patients deceased in IMCU, and 40 patients (28.5%) were transferred to ICU. Higher platelet count (HR 3.454; 95% CI 1.383-8.625; p=0.008), procalcitonin levels (HR 3.083; 95% CI 1.158-8.206; p=0.024), and lower oxygen saturation (HR 4.121; 95% CI 2.018-8.414; p < 0.001) were associated with an increased risk of mortality in IMCU. At discharge from IMCU, higher procalcitonin levels (HR 2.809; 95% CI 1.216-6.487; p=0.016), lower platelet count (HR 2.269; 95% CI 1.012-5.085; p=0.047), and noninvasive mechanic ventilation requirement (HR 2.363; 95% CI 1.201-4.651; p=0.013) were associated with an increased risk of mortality. Median OS was found as 41 days. The overall survival rate was found 40% while the IMCU survival rate was 73.6%. Conclusions IMCU seems to have a positive effect on survival in patients with severe COVID-19 infection. Close monitoring of these parameters and early intervention may improve survival rates and outcomes.
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Affiliation(s)
- Hale Bülbül
- Hematology Department, Health Sciences University İzmir Medicine Faculty, Tepecik Training and Research Hospital, Yenişehir, Konak, İzmir, Turkey
| | - Gözde Derviş Hakim
- Gastroenterology Department, Health Sciences University İzmir Medicine Faculty, Tepecik Training and Research Hospital, Yenişehir, Konak, İzmir, Turkey
| | - Cengiz Ceylan
- Hematology Department, Health Sciences University İzmir Medicine Faculty, Tepecik Training and Research Hospital, Yenişehir, Konak, İzmir, Turkey
| | - Murat Aysin
- Public Health Department, İzmir Katip Çelebi University Atatürk Training and Research Hospital, Karabağlar, İzmir, Turkey
| | - Şükran Köse
- Infectious Diseases Department, Health Sciences University İzmir Medicine Faculty, Tepecik Training and Research Hospital, Yenişehir, Konak, İzmir, Turkey
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Salter B, DeBenedictis B, Spatafora L, Kapralik J, Luo C, Qiu S, Dawson L, Junek M, Pitre T, Jones A, Beauchamp M, Kruisselbrink R, Duong M, Costa AP, Tsang JL, Ho T. Hospitalised COVID-19 outcomes are predicted by hypoxaemia and pneumonia phenotype irrespective of the timing of their emergence. BMJ Open 2022; 12:e062453. [PMID: 36581424 PMCID: PMC9805826 DOI: 10.1136/bmjopen-2022-062453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
UNLABELLED Despite the known clinical importance of hypoxemia and pneumonia, there is a paucity of evidence for these variables with respect to risk of mortality and short-term outcomes among those hospitalised with COVID-19. OBJECTIVE Describe the prevalence and clinical course of patients hospitalised with COVID-19 based on oxygenation and pneumonia status at presentation and determine the incidence of emergent hypoxaemia or radiographic pneumonia during admission. METHODS A retrospective study was conducted using a Canadian regional registry. Patients were stratified according to hypoxaemia/pneumonia phenotype and prevalence. Clinical parameters were compared between phenotypes using χ2 and one-way Analysis of variance (ANOVA). Cox analysis estimated adjusted Hazard Ratios (HR) for associations between disease outcomes and phenotypes. RESULTS At emergency department (ED) admission, the prevalence of pneumonia and hypoxaemia was 43% and 50%, respectively, and when stratified to phenotypes: 28.2% hypoxaemia+/pneumonia+, 22.2% hypoxaemia+/pneumonia-, 14.5% hypoxaemia-/pneumonia+ and 35.1% hypoxaemia-/pneumonia-. Mortality was 31.1% in the hypoxaemia+/pneumonia- group and 26.3% in the hypoxaemia+/pneumonia+ group. Hypoxaemia with pneumonia and without pneumonia predicted higher probability of death. Hypoxaemia either <24 hours or ≥24 hours after hospitalisation predicted higher mortality and need for home oxygen compared with those without hypoxaemia. Patients with early hypoxaemia had higher probability of Intensive care unit (ICU) admission compared with those with late hypoxaemia. CONCLUSION Mortality in COVID-19 infection is predicted by hypoxaemia with or without pneumonia and was greatest in patients who initially presented with hypoxaemia. The emergence of hypoxaemia was predicted by radiographic pneumonia. Patients with early and emergent hypoxaemia had similar mortality but were less likely to be admitted to ICU. There may be delayed identification of hypoxaemia, which prevents timely escalation of care.
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Affiliation(s)
- Brittany Salter
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | | | - Laura Spatafora
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Jessica Kapralik
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Candice Luo
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Steven Qiu
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Laura Dawson
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Mats Junek
- Department of Rheumatology, McMaster University, Hamilton, Ontario, Canada
| | - Tyler Pitre
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Aaron Jones
- Department of Health Research Methods, Evidence, and Impact, McMaster University Faculty of Health Sciences, Hamilton, Ontario, Canada
| | - Marla Beauchamp
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
| | | | - MyLinh Duong
- Respirology, McMaster University, Hamilton, Ontario, Canada
| | | | - Jennifer Ly Tsang
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
- Medicine, Niagara Health System - Saint Catharines Site, Saint Catharines, Ontario, Canada
| | - Terence Ho
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
- Respirology, McMaster University, Hamilton, Ontario, Canada
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Shan D, Li S, Xu R, Nie G, Xie Y, Han J, Gao X, Zheng Y, Xu Z, Dai Z. Post-COVID-19 human memory impairment: A PRISMA-based systematic review of evidence from brain imaging studies. Front Aging Neurosci 2022; 14:1077384. [PMID: 36570532 PMCID: PMC9780393 DOI: 10.3389/fnagi.2022.1077384] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Accepted: 11/30/2022] [Indexed: 12/14/2022] Open
Abstract
Many people with coronavirus disease 2019 (COVID-19) report varying degrees of memory impairment. Neuroimaging techniques such as MRI and PET have been utilized to shed light on how COVID-19 affects brain function in humans, including memory dysfunction. In this PRISMA-based systematic review, we compared and summarized the current literature looking at the relationship between COVID-19-induced neuropathological changes by neuroimaging scans and memory symptoms experienced by patients who recovered from COVID-19. Overall, this review suggests a correlational trend between structural abnormalities (e.g., cortical atrophy and white matter hyperintensities) or functional abnormalities (e.g., hypometabolism) in a wide range of brain regions (particularly in the frontal, parietal and temporal regions) and memory impairments in COVID-19 survivors, although a causal relationship between them remains elusive in the absence of sufficient caution. Further longitudinal investigations, particularly controlled studies combined with correlational analyses, are needed to provide additional evidence.
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Affiliation(s)
- Dan Shan
- Department of Biobehavioral Sciences, Columbia University, New York, NY, United States
| | - Shaoyang Li
- Faculty of Science, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China
| | - Ruichen Xu
- Department of Integrative Biology, University of Wisconsin-Madison, Madison, WI, United States
| | - Glen Nie
- Department of Biological Science, Northeastern University, Boston, MA, United States
| | - Yangyiran Xie
- School of Medicine, Vanderbilt University, Nashville, TN, United States
| | - Junchu Han
- New York State Psychiatric Institute, Global Psychiatric Epidemiology Group, New York, NY, United States
| | - Xiaoyi Gao
- School of Medicine, Saint Louis University, St. Louis, MO, United States
| | - Yuandian Zheng
- Department of Biobehavioral Sciences, Columbia University, New York, NY, United States
| | - Zhen Xu
- Minhang Crosspoint Academy at Shanghai Wenqi Middle School, Shanghai, China
| | - Zhihao Dai
- School of Medicine, Royal College of Surgeons in Ireland, University of Medicine and Health Sciences, Dublin, Ireland
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Zaidi S, Nguyen D, Harky A. COVID-19, ECMO, and respiratory infection: A new triad? J Card Surg 2022; 37:3619-3622. [PMID: 36073142 PMCID: PMC9538845 DOI: 10.1111/jocs.16910] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Accepted: 08/24/2022] [Indexed: 01/19/2023]
Affiliation(s)
- Sara Zaidi
- School of Medicine, King's College London, London, UK
| | - Dang Nguyen
- Department of Biomedical Engineering, University of South Florida, Tampa, Florida, USA
| | - Amer Harky
- Department of Cardiothoracic Surgery, Liverpool Heart and Chest Hospital, Liverpool, UK
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Kell DB, Pretorius E. The potential role of ischaemia-reperfusion injury in chronic, relapsing diseases such as rheumatoid arthritis, Long COVID, and ME/CFS: evidence, mechanisms, and therapeutic implications. Biochem J 2022; 479:1653-1708. [PMID: 36043493 PMCID: PMC9484810 DOI: 10.1042/bcj20220154] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 08/09/2022] [Accepted: 08/10/2022] [Indexed: 02/07/2023]
Abstract
Ischaemia-reperfusion (I-R) injury, initiated via bursts of reactive oxygen species produced during the reoxygenation phase following hypoxia, is well known in a variety of acute circumstances. We argue here that I-R injury also underpins elements of the pathology of a variety of chronic, inflammatory diseases, including rheumatoid arthritis, ME/CFS and, our chief focus and most proximally, Long COVID. Ischaemia may be initiated via fibrin amyloid microclot blockage of capillaries, for instance as exercise is started; reperfusion is a necessary corollary when it finishes. We rehearse the mechanistic evidence for these occurrences here, in terms of their manifestation as oxidative stress, hyperinflammation, mast cell activation, the production of marker metabolites and related activities. Such microclot-based phenomena can explain both the breathlessness/fatigue and the post-exertional malaise that may be observed in these conditions, as well as many other observables. The recognition of these processes implies, mechanistically, that therapeutic benefit is potentially to be had from antioxidants, from anti-inflammatories, from iron chelators, and via suitable, safe fibrinolytics, and/or anti-clotting agents. We review the considerable existing evidence that is consistent with this, and with the biochemical mechanisms involved.
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Affiliation(s)
- Douglas B. Kell
- Department of Biochemistry and Systems Biology, Institute of Systems, Molecular and Integrative Biology, Faculty of Health and Life Sciences, University of Liverpool, Liverpool L69 7ZB, U.K
- The Novo Nordisk Foundation Centre for Biosustainability, Technical University of Denmark, Kemitorvet 200, 2800 Kgs Lyngby, Denmark
- Department of Physiological Sciences, Faculty of Science, Stellenbosch University, Stellenbosch, Private Bag X1 Matieland 7602, South Africa
| | - Etheresia Pretorius
- Department of Biochemistry and Systems Biology, Institute of Systems, Molecular and Integrative Biology, Faculty of Health and Life Sciences, University of Liverpool, Liverpool L69 7ZB, U.K
- Department of Physiological Sciences, Faculty of Science, Stellenbosch University, Stellenbosch, Private Bag X1 Matieland 7602, South Africa
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Farkas B, Képes Z, Barna SK, Szugyiczki V, Bakos M, Forgács A, Garai I. Unusual perfusion patterns on perfusion-only SPECT/CT scans in COVID-19 patients. Ann Nucl Med 2022; 36:804-811. [PMID: 35763163 PMCID: PMC9244068 DOI: 10.1007/s12149-022-01761-5] [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: 03/23/2022] [Accepted: 06/05/2022] [Indexed: 11/20/2022]
Abstract
Purpose We aimed at examining both the incidence and extent of different lung perfusion abnormalities as well as the relationship between them on Tc-99m macroaggregated albumin (MAA) perfusion-only SPECT/CT scans in COVID-19 patients. Methods Ninety-one patients (71.4 ± 13.9 years; range: 29–98 years, median age: 74 years; 45 female and 46 male) with confirmed SARS-CoV-2 virus infection were included in this retrospective study. After performing perfusion-only Tc-99m MAA SPECT/CT scans, visual, semi-quantitative assessment of the subsequent perfusion abnormalities was carried out: mismatch lesions (MM; activity defects on SPECT images identical to apparently healthy parenchyma on CT images), matched lesions (MA; activity defects with corresponding parenchymal lesions on CT scans), and reverse mismatch lesions (RM; parenchymal lesions with preserved or increased tracer uptake). Lesion-based and patient-based analysis were performed to evaluate the extent, severity, and incidence of each perfusion abnormality. Statistical tests were applied to investigate the association between the experienced perfusion impairments. Results Moderately severe parenchymal lesions were detected in 87 (95.6%) patients. Although, 50 (54.95%) patients were depicted to have MM lesions, the whole patient cohort was mildly affected by this abnormality. MA lesions of average moderate severity were seen in most of the patients (89.01%). In 65 (71.43%) patients RM lesions were found with mild severity on average. Positive association was detected between total CT score and total RM score and between total CT score and total MA score. Significantly higher total CT scores were experienced in the subgroup, where RM lesions were present. Conclusions Heterogeneous perfusion abnormalities were found in most of COVID-19 patients: parenchymal lesions with normal, decreased or increased perfusion and perfusion defects in healthy lung areas. These phenomena may be explained by the failure of the hypoxic pulmonary vasoconstriction mechanism and presence of pulmonary thrombosis and embolism.
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Affiliation(s)
- Bence Farkas
- Scanomed Ltd. Nuclear Medicine Center Debrecen, Nagyerdei Boulevard Number 98, 4032, Debrecen, Hungary. .,Department of Medical Imaging, Division of Nuclear Medicine and Translational Imaging, Faculty of Medicine, University of Debrecen, Nagyerdei Boulevard Number 98, 4032, Debrecen, Hungary.
| | - Zita Képes
- Department of Medical Imaging, Division of Nuclear Medicine and Translational Imaging, Faculty of Medicine, University of Debrecen, Nagyerdei Boulevard Number 98, 4032, Debrecen, Hungary
| | - Sándor Kristóf Barna
- Scanomed Ltd. Nuclear Medicine Center Debrecen, Nagyerdei Boulevard Number 98, 4032, Debrecen, Hungary
| | - Viktória Szugyiczki
- Department of Nuclear Medicine, Békés County Pándy Kálmán Hospital, Semmelweis Street Number 1, 5700, Gyula, Hungary
| | - Magdolna Bakos
- Department of Nuclear Medicine, Békés County Pándy Kálmán Hospital, Semmelweis Street Number 1, 5700, Gyula, Hungary
| | - Attila Forgács
- Scanomed Ltd. Nuclear Medicine Center Debrecen, Nagyerdei Boulevard Number 98, 4032, Debrecen, Hungary
| | - Ildikó Garai
- Scanomed Ltd. Nuclear Medicine Center Debrecen, Nagyerdei Boulevard Number 98, 4032, Debrecen, Hungary.,Department of Medical Imaging, Division of Nuclear Medicine and Translational Imaging, Faculty of Medicine, University of Debrecen, Nagyerdei Boulevard Number 98, 4032, Debrecen, Hungary
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9
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Ahmed M, Roy S, Iktidar MA, Chowdhury S, Akhter S, Khairul Islam AM, Hawlader MDH. Post-COVID-19 memory complaints: Prevalence and associated factors. Neurologia 2022:S0213-4853(22)00036-6. [PMID: 35469238 PMCID: PMC9020525 DOI: 10.1016/j.nrl.2022.03.007] [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: 11/04/2021] [Accepted: 03/20/2022] [Indexed: 11/02/2022] Open
Abstract
INTRODUCTION Memory complaints resulting from COVID-19 may have a significant impact on the survivors' quality of life. Unfortunately, there is insufficient information available on memory loss and its relationship to COVID-19. Therefore, the purpose of this research was to determine the prevalence of memory complaints in post-COVID-19 patients and to find potential contributing factors. METHOD A cross-sectional survey was conducted on 401 individuals who had previously been diagnosed with COVID-19 at four COVID testing centers situated across Bangladesh. The MAC-Q questionnaire was used to evaluate memory. A binary logistic regression model was fit to study the variables related to memory complaints, with a p-value of <0.05 deemed statistically significant. RESULT Memory complaints was prevalent in 19.2% of the post-COVID patients. Individual predictor analysis revealed that among the treatment modalities, steroids and antibiotics were associated with impaired memory. Multiple logistic regression showed that individuals who recovered from COVID-19 within six to twelve months were more likely to have memory deficits. Even though age, sex, oxygen demand, and hospitalization were not linked with memory complaints, rural residents exhibited more significant memory complaints than urban residents. CONCLUSION Nearly one-fifth of the COVID-19 patients suffer from various degrees of memory complaints within one year. However, no association was found between COVID-19 severity to memory complaints.
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Affiliation(s)
- Mashrur Ahmed
- Department of Public Health, North South University, Bangladesh
- Public Health Professional Development Society (PPDS), Bangladesh
| | - Simanta Roy
- Department of Public Health, North South University, Bangladesh
- Public Health Professional Development Society (PPDS), Bangladesh
| | - Mohammad Azmain Iktidar
- Department of Public Health, North South University, Bangladesh
- Public Health Professional Development Society (PPDS), Bangladesh
| | - Sreshtha Chowdhury
- Department of Public Health, North South University, Bangladesh
- Public Health Professional Development Society (PPDS), Bangladesh
| | - Sharmin Akhter
- Department of Public Health, North South University, Bangladesh
- Public Health Professional Development Society (PPDS), Bangladesh
| | - A M Khairul Islam
- Department of Public Health, North South University, Bangladesh
- Public Health Professional Development Society (PPDS), Bangladesh
| | - Mohammad Delwer Hossain Hawlader
- Department of Public Health, North South University, Bangladesh
- Public Health Professional Development Society (PPDS), Bangladesh
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10
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Babajani A, Moeinabadi-Bidgoli K, Niknejad F, Rismanchi H, Shafiee S, Shariatzadeh S, Jamshidi E, Farjoo MH, Niknejad H. Human placenta-derived amniotic epithelial cells as a new therapeutic hope for COVID-19-associated acute respiratory distress syndrome (ARDS) and systemic inflammation. Stem Cell Res Ther 2022; 13:126. [PMID: 35337387 PMCID: PMC8949831 DOI: 10.1186/s13287-022-02794-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Accepted: 02/25/2022] [Indexed: 02/07/2023] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), which causes coronavirus disease 2019 (COVID-19), has become in the spotlight regarding the serious early and late complications, including acute respiratory distress syndrome (ARDS), systemic inflammation, multi-organ failure and death. Although many preventive and therapeutic approaches have been suggested for ameliorating complications of COVID-19, emerging new resistant viral variants has called the efficacy of current therapeutic approaches into question. Besides, recent reports on the late and chronic complications of COVID-19, including organ fibrosis, emphasize a need for a multi-aspect therapeutic method that could control various COVID-19 consequences. Human amniotic epithelial cells (hAECs), a group of placenta-derived amniotic membrane resident stem cells, possess considerable therapeutic features that bring them up as a proposed therapeutic option for COVID-19. These cells display immunomodulatory effects in different organs that could reduce the adverse consequences of immune system hyper-reaction against SARS-CoV-2. Besides, hAECs would participate in alveolar fluid clearance, renin–angiotensin–aldosterone system regulation, and regeneration of damaged organs. hAECs could also prevent thrombotic events, which is a serious complication of COVID-19. This review focuses on the proposed early and late therapeutic mechanisms of hAECs and their exosomes to the injured organs. It also discusses the possible application of preconditioned and genetically modified hAECs as well as their promising role as a drug delivery system in COVID-19. Moreover, the recent advances in the pre-clinical and clinical application of hAECs and their exosomes as an optimistic therapeutic hope in COVID-19 have been reviewed.
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Affiliation(s)
- Amirhesam Babajani
- Department of Pharmacology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Kasra Moeinabadi-Bidgoli
- Department of Pharmacology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Farnaz Niknejad
- Department of Pharmacology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Hamidreza Rismanchi
- Department of Pharmacology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Sepehr Shafiee
- Department of Pharmacology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Siavash Shariatzadeh
- Department of Pharmacology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Elham Jamshidi
- Department of Pharmacology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohammad Hadi Farjoo
- Department of Pharmacology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Hassan Niknejad
- Department of Pharmacology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
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11
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Luo P, Ding Y, He Y, Chen D, He Q, Huang Z, Huang S, Lei W. Hydrogen-oxygen therapy alleviates clinical symptoms in twelve patients hospitalized with COVID-19: A retrospective study of medical records. Medicine (Baltimore) 2022; 101:e27759. [PMID: 35244034 PMCID: PMC8896485 DOI: 10.1097/md.0000000000027759] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Accepted: 10/28/2021] [Indexed: 01/04/2023] Open
Abstract
A global public health crisis caused by the 2019 novel coronavirus disease (COVID-19) leads to considerable morbidity and mortality, which bring great challenge to respiratory medicine. Hydrogen-oxygen therapy contributes to treat severe respiratory diseases and improve lung functions, yet there is no information to support the clinical use of this therapy in the COVID-19 pneumonia.A retrospective study of medical records was carried out in Shishou Hospital of Traditional Chinese Medicine in Hubei, China. COVID-19 patients (aged ≥ 30 years) admitted to the hospital from January 29 to March 20, 2020 were subjected to control group (n = 12) who received routine therapy and case group (n = 12) who received additional hydrogen-oxygen therapy. The clinical characteristics of COVID-19 patients were analyzed. The physiological and biochemical indexes, including immune inflammation indicators, electrolytes, myocardial enzyme profile, and functions of liver and kidney, were examined and investigated before and after hydrogen-oxygen therapy.The results showed significant decreases in the neutrophil percentage and the concentration and abnormal proportion of C-reactive protein in COVID-19 patients received additional hydrogen-oxygen therapy.This novel therapeutic may alleviate clinical symptoms of COVID-19 patients by suppressing inflammation responses.
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Affiliation(s)
- Peng Luo
- Cardiovascular Medicine Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong, China
| | - Yuanfang Ding
- Cardiology Department, Shishou Hospital of Traditional Chinese Medcine, Jingzhou, Hubei, China
| | - Yuan He
- Laboratory of Cardiovascular Diseases, Guangdong Medical University, Zhanjiang, Guangdong, China
| | - Dafeng Chen
- Department of Precision Laboratory Medicine, Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong, China
| | - Qing He
- Laboratory of Cardiovascular Diseases, Guangdong Medical University, Zhanjiang, Guangdong, China
| | - Zufeng Huang
- Cardiovascular Medicine Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong, China
- Cardiology Department, Shishou Hospital of Traditional Chinese Medcine, Jingzhou, Hubei, China
| | - Shian Huang
- Cardiovascular Medicine Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong, China
| | - Wei Lei
- Cardiovascular Medicine Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong, China
- Laboratory of Cardiovascular Diseases, Guangdong Medical University, Zhanjiang, Guangdong, China
- Department of Precision Laboratory Medicine, Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong, China
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12
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Bian Y, Le Y, Du H, Chen J, Zhang P, He Z, Wang Y, Yu S, Fang Y, Yu G, Ling J, Feng Y, Wei S, Huang J, Xiao L, Zheng Y, Yu Z, Li S. Efficacy and Safety of Anticoagulation Treatment in COVID-19 Patient Subgroups Identified by Clinical-Based Stratification and Unsupervised Machine Learning: A Matched Cohort Study. Front Med (Lausanne) 2021; 8:786414. [PMID: 35004751 PMCID: PMC8740912 DOI: 10.3389/fmed.2021.786414] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 11/26/2021] [Indexed: 12/12/2022] Open
Abstract
Objective: To explore the efficacy of anticoagulation in improving outcomes and safety of Coronavirus disease 2019 (COVID-19) patients in subgroups identified by clinical-based stratification and unsupervised machine learning. Methods: This single-center retrospective cohort study unselectively reviewed 2,272 patients with COVID-19 admitted to the Tongji Hospital between Jan 25 and Mar 23, 2020. The association between AC treatment and outcomes was investigated in the propensity score (PS) matched cohort and the full cohort by inverse probability of treatment weighting (IPTW) analysis. Subgroup analysis, identified by clinical-based stratification or unsupervised machine learning, was used to identify sub-phenotypes with meaningful clinical features and the target patients benefiting most from AC. Results: AC treatment was associated with lower in-hospital death risk either in the PS matched cohort or by IPTW analysis in the full cohort. A higher incidence of clinically relevant non-major bleeding (CRNMB) was observed in the AC group, but not major bleeding. Clinical subgroup analysis showed that, at admission, severe cases of COVID-19 clinical classification, mild acute respiratory distress syndrome (ARDS) cases, and patients with a D-dimer level ≥0.5 μg/mL, may benefit from AC. During the hospital stay, critical cases and severe ARDS cases may benefit from AC. Unsupervised machine learning analysis established a four-class clustering model. Clusters 1 and 2 were non-critical cases and might not benefit from AC, while clusters 3 and 4 were critical patients. Patients in cluster 3 might benefit from AC with no increase in bleeding events. While patients in cluster 4, who were characterized by multiple organ dysfunction (neurologic, circulation, coagulation, kidney and liver dysfunction) and elevated inflammation biomarkers, did not benefit from AC. Conclusions: AC treatment was associated with lower in-hospital death risk, especially in critically ill COVID-19 patients. Unsupervised learning analysis revealed that the most critically ill patients with multiple organ dysfunction and excessive inflammation might not benefit from AC. More attention should be paid to bleeding events (especially CRNMB) when using AC.
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Affiliation(s)
- Yi Bian
- Department of Emergency Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
- Department of Critical Care Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Yue Le
- Department of Emergency Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
- Department of Critical Care Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Han Du
- Germany Research Center for Artificial Intelligence, Saarland Informatics Campus, Saarbrücken, Germany
| | - Junfang Chen
- Intelligent Medicine Research Center, Greater Bay Area Institute of Precision Medicine (Guangzhou), Fudan University, Guangzhou, China
| | - Ping Zhang
- Department of Neurology, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Zhigang He
- Department of Emergency Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
- Department of Critical Care Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Ye Wang
- Department of Emergency Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
- Department of Critical Care Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Shanshan Yu
- Department of Emergency Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
- Department of Critical Care Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Yu Fang
- Department of Emergency Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
- Department of Critical Care Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Gang Yu
- Department of Emergency Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
- Department of Critical Care Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Jianmin Ling
- Department of Emergency Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
- Department of Critical Care Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Yikuan Feng
- Department of Emergency Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
- Department of Critical Care Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Sheng Wei
- Ministry of Education Key Laboratory of Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jiao Huang
- Center for Evidence-Based and Translational Medicine, Zhongnan Hospital of Wuhan, Wuhan, China
| | - Liuniu Xiao
- Department of Emergency Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
- Department of Critical Care Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Yingfang Zheng
- Department of Emergency Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
- Department of Critical Care Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Zhen Yu
- Department of Critical Care Medicine, Renmin Hospital of Wuhan University, Wuhan, China
| | - Shusheng Li
- Department of Emergency Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
- Department of Critical Care Medicine, Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
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13
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Goyal D, Inada-Kim M, Mansab F, Iqbal A, McKinstry B, Naasan AP, Millar C, Thomas S, Bhatti S, Lasserson D, Burke D. Improving the early identification of COVID-19 pneumonia: a narrative review. BMJ Open Respir Res 2021; 8:8/1/e000911. [PMID: 34740942 PMCID: PMC8573292 DOI: 10.1136/bmjresp-2021-000911] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 10/19/2021] [Indexed: 12/15/2022] Open
Abstract
Delayed presentation of COVID-19 pneumonia increases the risk of mortality and need for high-intensity healthcare. Conversely, early identification of COVID-19 pneumonia grants an opportunity to intervene early and thus prevent more complicated, protracted and less successful hospital admissions. To improve the earlier detection of COVID-19 pneumonia in the community we provide a narrative review of current evidence examining the clinical parameters associated with early disease progression. Through an evolving literature review, we examined: the symptoms that may suggest COVID-19 progression; the timing of deterioration; the utility of basic observations, clinical examination and chest X-ray; the value of postexertion oxygen saturations; and the use of CRP to monitor disease progression. We go on to discuss the challenges in monitoring the COVID-19 patient in the community and discuss thresholds for further assessment. Confusion, persistent fever and shortness of breath were identified as worrying symptoms suggestive of COVID-19 disease progression necessitating urgent clinical contact. Importantly, a significant proportion of COVID-19 pneumonia patients appear not to suffer dyspnoea despite severe disease. Patients with this asymptomatic hypoxia seem to have a poorer prognosis. Such patients may present with other signs of hypoxia: severe fatigue, exertional fatigue and/or altered mental status. We found duration of symptoms to be largely unhelpful in determining risk, with evidence of deterioration at any point in the disease. Basic clinical parameters (pulse, respiratory rate, blood pressure, temperature and oxygen saturations (SpO2)) are likely of high value in detecting the deteriorating community COVID-19 patient and/or COVID-19 mimickers/complications (eg, sepsis, bacterial pneumonia and pulmonary embolism). Of these, SpO2 carried the greatest utility in detecting COVID-19 progression. CRP is an early biochemical parameter predictive of disease progression and used appropriately is likely to contribute to the early identification of COVID-19 pneumonia. Identifying progressive COVID-19 in the community is feasible using basic clinical questions and measurements. As such, if we are to limit the mortality, morbidity and the need for complicated, protracted admissions, monitoring community COVID-19 cases for signs of deterioration to facilitate early intervention is a viable strategy.
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Affiliation(s)
- Daniel Goyal
- Department of Acute Internal Medicine, Gibraltar Health Authority, Gibraltar, Gibraltar
| | - Matthew Inada-Kim
- Department of Infection, Antimicrobial Resistance and Deterioration, NHS England, Redditch, Worcestershire, UK.,Department of Acute Medicine, Hampshire Hospitals NHS Foundation Trust, Winchester, Hampshire, UK
| | - Fatam Mansab
- Department of Public Health, Gibraltar Health Authority, Gibraltar, Gibraltar
| | - Amir Iqbal
- Department of Covid-19 Remote Monitoring of Patients During Response & Recovery, NHS Grampian, Aberdeen, Aberdeen, UK
| | - Brian McKinstry
- Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, UK
| | - Adeeb P Naasan
- Department of General Medicine, Islands Hospital, Oban, UK
| | - Colin Millar
- Department of General Medicine, Islands Hospital, Oban, UK
| | - Stephen Thomas
- Department of Respiratory Medicine, Raigmore Hospital, Inverness, Highland, UK
| | - Sohail Bhatti
- Department of Public Health, Gibraltar Health Authority, Gibraltar, Gibraltar
| | - Daniel Lasserson
- Hospital at Home, Oxford University Hospitals NHS Trust, Oxford, Oxfordshire, UK.,Department of Ambulatory Medicine, University of Warwick, Coventry, West Midlands, UK
| | - Derek Burke
- Department of Clinical Governance, Gibraltar Health Authority, Gibraltar, Gibraltar
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14
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Pena Orbea C, Wang L, Shah V, Jehi L, Milinovich A, Foldvary-Schaefer N, Chung MK, Mashaqi S, Aboussouan L, Seidel K, Mehra R. Association of Sleep-Related Hypoxia With Risk of COVID-19 Hospitalizations and Mortality in a Large Integrated Health System. JAMA Netw Open 2021; 4:e2134241. [PMID: 34757409 PMCID: PMC8581726 DOI: 10.1001/jamanetworkopen.2021.34241] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
IMPORTANCE The influence of sleep-disordered breathing (SDB) and sleep-related hypoxemia in SARS-CoV-2 viral infection and COVID-19 outcomes remains unknown. Controversy exists regarding whether to continue treatment for SDB with positive airway pressure given concern for aerosolization with limited data to inform professional society recommendations. OBJECTIVE To investigate the association of SDB (identified via polysomnogram) and sleep-related hypoxia with (1) SARS-CoV-2 positivity and (2) World Health Organization (WHO)-designated COVID-19 clinical outcomes while accounting for confounding including obesity, underlying cardiopulmonary disease, cancer, and smoking history. DESIGN, SETTING, AND PARTICIPANTS This case-control study was conducted within the Cleveland Clinic Health System (Ohio and Florida) and included all patients who were tested for COVID-19 between March 8 and November 30, 2020, and who had an available sleep study record. Sleep indices and SARS-CoV-2 positivity were assessed with overlap propensity score weighting, and COVID-19 clinical outcomes were assessed using the institutional registry. EXPOSURES Sleep study-identified SDB (defined by frequency of apneas and hypopneas using the Apnea-Hypopnea Index [AHI]) and sleep-related hypoxemia (percentage of total sleep time at <90% oxygen saturation [TST <90]). MAIN OUTCOMES AND MEASURES Outcomes were SARS-CoV-2 infection and WHO-designated COVID-19 clinical outcomes (hospitalization, use of supplemental oxygen, noninvasive ventilation, mechanical ventilation or extracorporeal membrane oxygenation, and death). RESULTS Of 350 710 individuals tested for SARS-CoV-2, 5402 (mean [SD] age, 56.4 [14.5] years; 3005 women [55.6%]) had a prior sleep study, of whom 1935 (35.8%) tested positive for SARS-CoV-2. Of the 5402 participants, 1696 were Black (31.4%), 3259 were White (60.3%), and 822 were of other race or ethnicity (15.2%). Patients who were positive vs negative for SARS-CoV-2 had a higher AHI score (median, 16.2 events/h [IQR, 6.1-39.5 events/h] vs 13.6 events/h [IQR, 5.5-33.6 events/h]; P < .001) and increased TST <90 (median, 1.8% sleep time [IQR, 0.10%-12.8% sleep time] vs 1.4% sleep time [IQR, 0.10%-10.8% sleep time]; P = .02). After overlap propensity score-weighted logistic regression, no SDB measures were associated with SARS-CoV-2 positivity. Median TST <90 was associated with the WHO-designated COVID-19 ordinal clinical outcome scale (adjusted odds ratio, 1.39; 95% CI, 1.10-1.74; P = .005). Time-to-event analyses showed sleep-related hypoxia associated with a 31% higher rate of hospitalization and mortality (adjusted hazard ratio, 1.31; 95% CI, 1.08-1.57; P = .005). CONCLUSIONS AND RELEVANCE In this case-control study, SDB and sleep-related hypoxia were not associated with increased SARS-CoV-2 positivity; however, once patients were infected with SARS-CoV-2, sleep-related hypoxia was an associated risk factor for detrimental COVID-19 outcomes.
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Affiliation(s)
- Cinthya Pena Orbea
- Sleep Disorders Center, Neurological Institute, Cleveland Clinic, Cleveland, Ohio
| | - Lu Wang
- Quantitative Health Science Department, Cleveland Clinic, Cleveland, Ohio
| | - Vaishal Shah
- Sleep Disorders Center, Neurological Institute, Cleveland Clinic, Cleveland, Ohio
| | - Lara Jehi
- Neurological Institute, Cleveland Clinic, Cleveland, Ohio
| | - Alex Milinovich
- Quantitative Health Science Department, Cleveland Clinic, Cleveland, Ohio
| | | | - Mina K. Chung
- Heart, Vascular and Thoracic Institute, Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio
| | - Saif Mashaqi
- Department of Pulmonary, Critical Care and Sleep Medicine, University of Arizona School of Medicine, Tucson
| | - Loutfi Aboussouan
- Sleep Disorders Center, Neurological Institute, Cleveland Clinic, Cleveland, Ohio
- Respiratory Institute, Heart and Vascular Institute and Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
| | - Kelsey Seidel
- Department of Pharmacy Practice, Northeast Ohio Medical University, Rootstown
| | - Reena Mehra
- Sleep Disorders Center, Neurological Institute, Cleveland Clinic, Cleveland, Ohio
- Heart, Vascular and Thoracic Institute, Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio
- Respiratory Institute, Heart and Vascular Institute and Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
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15
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Predictors of Hypoxemia and Related Adverse Outcomes in Patients Hospitalized with COVID-19: A Double-Center Retrospective Study. J Clin Med 2021; 10:jcm10163581. [PMID: 34441877 PMCID: PMC8397029 DOI: 10.3390/jcm10163581] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 08/12/2021] [Accepted: 08/12/2021] [Indexed: 12/15/2022] Open
Abstract
Hypoxemia is a hallmark of coronavirus disease 2019 (COVID-19) severity. We sought to determine predictors of hypoxemia and related adverse outcomes among patients hospitalized with COVID-19 in the two largest hospitals in Jerusalem, Israel, from 9 March through 16 July 2020. Patients were categorized as those who developed reduced (<94%) vs. preserved (≥94%) arterial oxygen saturation (SpO2) within the first 48 h after arrival to the emergency department. Overall, 492 hospitalized patients with COVID-19 were retrospectively analyzed. Patients with reduced SpO2 were significantly older, had more comorbidities, higher body surface area (BSA) and body mass index (BMI), lower lymphocyte counts, impaired renal function, and elevated liver enzymes, c-reactive protein (CRP), and D-dimer levels as compared to those with preserved SpO2. In the multivariable regression analysis, older age (odds ratio (OR) 1.02 per year, p < 0.001), higher BSA (OR 1.16 per 0.10 m2, p = 0.003) or BMI (OR 1.05 per 1 kg/m2, p = 0.011), lower lymphocyte counts (OR 1.72 per 1 × 103/μL decrease, p = 0.002), and elevated CRP (1.11 per 1 mg/dL increase, p < 0.001) were found to be independent predictors of low SpO2. Severe hypoxemia requiring ventilatory support, older age, and pre-existing comorbidities, including underlying renal dysfunction and heart failure, were found to be significantly associated with in-hospital mortality. These findings suggest that assessment of predictors of hypoxemia early at the time of hospitalization with COVID-19 may be helpful in risk stratification and management.
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16
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Safe IP, Lacerda MVG, Almeida Val FF, Sampaio VS, Hajjar LA, Brito-Sousa JD, Baía-da-Silva D, Bassat Q, Landoni G, Monteiro WM. Severe Hypoxemia With Normal Heart and Respiratory Rate in Early-stage Coronavirus Disease 2019 Patients: The "Happy Hypoxemia Phenomenon". Clin Infect Dis 2021; 73:e856-e858. [PMID: 33624795 PMCID: PMC7953969 DOI: 10.1093/cid/ciab026] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Affiliation(s)
| | - Marcus Vinícius Guimarães Lacerda
- Fundação de Medicina Tropical Dr. Heitor Vieira Dourado, Manaus, Brazil.,Universidade do Estado do Amazonas, Manaus, Brazil.,Instituto Leônidas & Maria Deane, Fiocruz Amazonas, Manaus, Brazil
| | | | - Vanderson Souza Sampaio
- Fundação de Medicina Tropical Dr. Heitor Vieira Dourado, Manaus, Brazil.,Fundação de Vigilância em Saúde do Amazonas; Manaus, Brazil
| | | | | | | | - Quique Bassat
- ISGlobal, Hospital Clínic-Universitat de Barcelona, Barcelona, Spain.,Centro de Investigação em Saúde de Manhiça, Maputo, Mozambique.,ICREA, Barcelona, Spain.,Pediatric Infectious Diseases Unit, Pediatrics Department, Hospital Sant Joan de Déu, University of Barcelona, Barcelona, Spain.,Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Giovanni Landoni
- Department of Anesthesia and Intensive Care, IRCCS San Raffaele Scientific Institute, Milan, Italy.,Vita-Salute San Raffaele University, Milan, Italy
| | - Wuelton Marcelo Monteiro
- Fundação de Medicina Tropical Dr. Heitor Vieira Dourado, Manaus, Brazil.,Universidade do Estado do Amazonas, Manaus, Brazil
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17
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Gusev E, Sarapultsev A, Hu D, Chereshnev V. Problems of Pathogenesis and Pathogenetic Therapy of COVID-19 from the Perspective of the General Theory of Pathological Systems (General Pathological Processes). Int J Mol Sci 2021; 22:7582. [PMID: 34299201 PMCID: PMC8304657 DOI: 10.3390/ijms22147582] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 06/30/2021] [Accepted: 07/12/2021] [Indexed: 01/18/2023] Open
Abstract
The COVID-19 pandemic examines not only the state of actual health care but also the state of fundamental medicine in various countries. Pro-inflammatory processes extend far beyond the classical concepts of inflammation. They manifest themselves in a variety of ways, beginning with extreme physiology, then allostasis at low-grade inflammation, and finally the shockogenic phenomenon of "inflammatory systemic microcirculation". The pathogenetic core of critical situations, including COVID-19, is this phenomenon. Microcirculatory abnormalities, on the other hand, lie at the heart of a specific type of general pathological process known as systemic inflammation (SI). Systemic inflammatory response, cytokine release, cytokine storm, and thrombo-inflammatory syndrome are all terms that refer to different aspects of SI. As a result, the metabolic syndrome model does not adequately reflect the pathophysiology of persistent low-grade systemic inflammation (ChSLGI). Diseases associated with ChSLGI, on the other hand, are risk factors for a severe COVID-19 course. The review examines the role of hypoxia, metabolic dysfunction, scavenger receptors, and pattern-recognition receptors, as well as the processes of the hemophagocytic syndrome, in the systemic alteration and development of SI in COVID-19.
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Affiliation(s)
- Evgenii Gusev
- Institute of Immunology and Physiology, Ural Branch of the Russian Academy of Science, 620049 Ekaterinburg, Russia; (E.G.); (V.C.)
| | - Alexey Sarapultsev
- Institute of Immunology and Physiology, Ural Branch of the Russian Academy of Science, 620049 Ekaterinburg, Russia; (E.G.); (V.C.)
- School of Medical Biology, South Ural State University, 454080 Chelyabinsk, Russia
| | - Desheng Hu
- Department of Integrated Traditional Chinese and Western Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 200092, China;
| | - Valeriy Chereshnev
- Institute of Immunology and Physiology, Ural Branch of the Russian Academy of Science, 620049 Ekaterinburg, Russia; (E.G.); (V.C.)
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18
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Deng ML, Chen YJ, Yang ML, Liu YW, Chen H, Tang XQ, Yang XF. COVID-19 combined with liver injury: Current challenges and management. World J Clin Cases 2021; 9:3487-3497. [PMID: 34046449 PMCID: PMC8130088 DOI: 10.12998/wjcc.v9.i15.3487] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Revised: 03/07/2021] [Accepted: 03/29/2021] [Indexed: 02/06/2023] Open
Abstract
Coronavirus disease 2019 (COVID-19) combined with liver injury has become a very prominent clinical problem. Due to the lack of a clear definition of liver injury in patients with COVID-19, the different selection of evaluation parameters and statistical time points, there are the conflicting conclusions about the incidence rate in different studies. The mechanism of COVID-19 combined with liver injury is complicated, including the direct injury of liver cells caused by severe acute respiratory syndrome coronavirus 2 replication and liver injury caused by cytokines, ischemia and hypoxia, and drugs. In addition, underlying diseases, especially chronic liver disease, can aggravate COVID-19 liver injury. In the treatment of COVID-19 combined with liver injury, the primary and basic treatment is to treat the etiology and pathogenesis, followed by support, liver protection, and symptomatic treatment according to the clinical classification and severity of liver injury. This article evaluates the incidence, pathogenesis and prevention and treatment of COVID-19 combined with liver injury, and aims to provide countermeasures for the prevention and treatment of COVID-19 combined with liver injury.
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Affiliation(s)
- Man-Ling Deng
- Department of Gastroenterology, The Affiliated Nanhua Hospital, Hengyang Medical College, University of South China, Hengyang 421002, Hunan Province, China
| | - Yong-Jun Chen
- Department of Neurology, The Affiliated Nanhua Hospital, Hengyang Medical College, University of South China, Hengyang 421002, Hunan Province, China
| | - Mei-Ling Yang
- Department of Oncology, The Affiliated Nanhua Hospital, Hengyang Medical College, University of South China, Hengyang 421002, Hunan Province, China
| | - Yi-Wen Liu
- Department of Gastroenterology, The Affiliated Nanhua Hospital, Hengyang Medical College, University of South China, Hengyang 421002, Hunan Province, China
| | - Hui Chen
- Department of Gastroenterology, The Affiliated Nanhua Hospital, Hengyang Medical College, University of South China, Hengyang 421002, Hunan Province, China
| | - Xiao-Qing Tang
- Institute of Clinical Medicine, The First Affiliated Hospital, Hengyang Medical College, University of South China, Hengyang 421001, Hunan Province, China
| | - Xue-Feng Yang
- Department of Gastroenterology, The Affiliated Nanhua Hospital, Hengyang Medical College, University of South China, Hengyang 421002, Hunan Province, China
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19
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Abdelsalam M, Althaqafi RMM, Assiri SA, Althagafi TM, Althagafi SM, Fouda AY, Ramadan A, Rabah M, Ahmed RM, Ibrahim ZS, Nemenqani DM, Alghamdi AN, Al Aboud D, Abdel-Moneim AS, Alsulaimani AA. Clinical and Laboratory Findings of COVID-19 in High-Altitude Inhabitants of Saudi Arabia. Front Med (Lausanne) 2021; 8:670195. [PMID: 34055842 PMCID: PMC8149591 DOI: 10.3389/fmed.2021.670195] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2021] [Accepted: 03/23/2021] [Indexed: 01/08/2023] Open
Abstract
Background: SARS-CoV-2, the causative agent of COVID-19, continues to cause a worldwide pandemic, with more than 147 million being affected globally as of this writing. People's responses to COVID-19 range from asymptomatic to severe, and the disease is sometimes fatal. Its severity is affected by different factors and comorbidities of the infected patients. Living at a high altitude could be another factor that affects the severity of the disease in infected patients. Methods: In the present study, we have analyzed the clinical, laboratory, and radiological findings of COVID-19-infected patients in Taif, a high-altitude region of Saudi Arabia. In addition, we compared matched diseased subjects to those living at sea level. We hypothesized that people living in high-altitude locations are prone to develop a more severe form of COVID-19 than those living at sea level. Results: Age and a high Charlson comorbidity score were associated with increased numbers of intensive care unit (ICU) admissions and mortality among COVID-19 patients. These ICU admissions and fatalities were found mainly in patients with comorbidities. Rates of leukocytosis, neutrophilia, higher D-dimer, ferritin, and highly sensitive C-reactive protein (CRP) were significantly higher in ICU patients. CRP was the most independent of the laboratory biomarkers found to be potential predictors of death. COVID-19 patients who live at higher altitude developed a less severe form of the disease and had a lower mortality rate, in comparison to matched subjects living at sea level. Conclusion: CRP and Charlson comorbidity scores can be considered predictive of disease severity. People living at higher altitudes developed less severe forms of COVID-19 disease than those living at sea level, due to a not-yet-known mechanism.
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Affiliation(s)
- Mostafa Abdelsalam
- Alameen Hospital, Taif, Saudi Arabia.,Mansoura Nephrology and Dialysis Unit, Internal Medicine Department, College of Medicine, Mansoura University, Mansoura, Egypt
| | | | - Sara A Assiri
- College of Medicine, Taif University, Taif, Saudi Arabia
| | | | - Saleh M Althagafi
- General Department of Medical Services, Security Forces Hospital, Mecca, Saudi Arabia
| | - Ahmed Y Fouda
- Alameen Hospital, Taif, Saudi Arabia.,Anesthesiology Department, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Ahmed Ramadan
- Alameen Hospital, Taif, Saudi Arabia.,Radiology Department, Faculty of Medicine, Cairo University, Giza, Egypt
| | - Mohammed Rabah
- Alameen Hospital, Taif, Saudi Arabia.,Radiology Department, Faculty of Medicine, Cairo University, Giza, Egypt
| | - Reham M Ahmed
- Alameen Hospital, Taif, Saudi Arabia.,Albbassia Chest Hospital, Cairo, Egypt
| | - Zein S Ibrahim
- Department of Physiology, Faculty of Veterinary Medicine, Kafrelsheikh University, Kafrelsheikh, Egypt
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20
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Reduced macular vessel density in COVID-19 patients with and without associated thrombotic events using optical coherence tomography angiography. Graefes Arch Clin Exp Ophthalmol 2021; 259:2243-2249. [PMID: 33961108 PMCID: PMC8102150 DOI: 10.1007/s00417-021-05186-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 03/15/2021] [Accepted: 04/07/2021] [Indexed: 12/23/2022] Open
Abstract
Purpose Thrombotic events (TE) represent one of the major complications of SARS-CoV-2 infection. The objective is to evaluate vessel density (VD) and perfusion density (PD) by optical coherence tomography angiography (OCTA) in COVID-19 patients, and compare the findings with healthy controls. The secondary objective is to evaluate if there are differences in OCTA parameters between COVID-19 patients with and without associated TE. Methods Cross-sectional case–control study that included patients with laboratory-confirmed diagnosis of COVID-19 with and without TE related to the infection and age-matched healthy controls. Ophthalmological examination and OCTA were performed 12 weeks after diagnosis. Demographic data and medical history were collected. Macular OCTA parameters in the superficial retinal plexus were analyzed according to ETDRS sectors. Results Ninety patients were included, 19 (20%) COVID-19 patients with associated TE, 47 (49.5%) COVID-19 patients without TE, and 29 (30.5%) healthy controls. Fifty-three (55.7%) were male, mean age 54.4 (SD 10.2) years. COVID-19 patients presented significantly lower VD than healthy controls: central (p = 0.003), inner ring (p = 0.026), outer ring (p = 0.001). PD was also significantly decreased: outer ring (p = 0.003), full area (p = 0.001). No differences in OCTA parameters were found between COVID-19 patients with and without TE. Conclusions OCTA represents a promising tool for the in vivo assessment of microvascular changes in COVID-19. Patients with SARS-CoV-2 infection show lower VD and PD compared to healthy controls. However, no differences were found between COVID-19 when considering TE. Prospective studies are required to further evaluate the retinal microvascular involvement of SARS-CoV-2 and its impact on the vasculature of other organs. Supplementary Information The online version contains supplementary material available at 10.1007/s00417-021-05186-0.
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21
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Chan ED, Sharma V. Does Hypoxia Itself Beget Worsening Hypoxemia in COVID-19? Mayo Clin Proc 2021; 96:824-825. [PMID: 33673937 PMCID: PMC7817484 DOI: 10.1016/j.mayocp.2021.01.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Accepted: 01/11/2021] [Indexed: 11/18/2022]
Affiliation(s)
- Edward D Chan
- Rocky Mountain Regional Veterans Affairs Medical Center, Aurora, CO, National Jewish Health, Denver, CO, University of Colorado Anschutz Medical Campus, Aurora
| | - Vibhu Sharma
- Rocky Mountain Regional Veterans Affairs Medical Center, Aurora, CO, University of Colorado Anschutz Medical Campus, Aurora
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22
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Minaeian S, Bahadorizadeh L, Fard S, Behnagh A, Hashemi Kiapey S, Saneii S. Risk factors for mortality in hospitalized moderate-to-severe COVID-19 patients: A single-center retrospective study. INTERNATIONAL ARCHIVES OF HEALTH SCIENCES 2021. [DOI: 10.4103/iahs.iahs_66_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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