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Moy JX, Law AC, Stalter LN, Peliska MD, Palmer G, Hanlon BM, Mortenson S, Viglianti EM, Wiegmann DA, Kruser JM. Characterizing the Use of Time-Limited Trials in Patients With Acute Respiratory Failure: A Prospective, Single-Center Observational Study. Crit Care Explor 2024; 6:e1148. [PMID: 39283228 PMCID: PMC11407817 DOI: 10.1097/cce.0000000000001148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/19/2024] Open
Abstract
IMPORTANCE A time-limited trial (TLT) is a collaborative plan among clinicians, patients, and families to use life-sustaining therapy for a defined duration, after which the patient's response informs whether to continue care directed toward recovery or shift the focus toward comfort. TLTs are a promising approach to help navigate uncertainty in critical illness, yet little is known about their current use. OBJECTIVES To characterize TLT use in patients with acute respiratory failure (ARF). DESIGN, SETTING, AND PARTICIPANTS Prospective 12-month observational cohort study at an U.S. academic medical center of adult ICU patients with ARF receiving invasive mechanical ventilation for greater than or equal to 48 hours. MAIN OUTCOMES AND MEASURES Primary exposure was TLT participation, identified by patients' ICU physician. Patient characteristics, care delivery elements, and hospital outcomes were extracted from the electronic medical record. RESULTS Among 176 eligible patients, 36 (20.5%) participated in a TLT. Among 18 ICU attending physicians, nine (50%) participated in greater than or equal to 1 TLT (frequency 0-39% of patients cared for). Median TLT duration was 3.0 days (interquartile range [IQR], 3.0-4.5 d). TLT patients had a higher mean age (67.4 yr [sd, 12.0 yr] vs. 60.0 yr [sd, 16.0 yr]; p < 0.01), higher Charlson Comorbidity Index (5.1 [sd, 2.2] vs. 3.8 [sd, 2.6]; p < 0.01), and similar Sequential Organ Failure Assessment score (9.6 [sd, 3.3] vs. 9.5 [sd, 3.7]; p = 0.93), compared with non-TLT patients. TLT patients were more likely to die or be discharged to hospice (80.6% vs. 42.1%; p < 0.05) and had shorter ICU length of stay (median, 5.7 d [IQR, 4.0-9.0 d] vs. 10.3 d [IQR, 5.5-14.5 d]; p < 0.01). CONCLUSIONS AND RELEVANCE In this study, approximately one in five patients with ARF participated in a TLT. Our findings suggest TLTs are used primarily in patients near end of life but with substantial physician variation, highlighting a need for evidence to guide optimal use.
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Affiliation(s)
- Joy X Moy
- Department of Medicine, Division of Allergy, Pulmonary, and Critical Care, University of Wisconsin School of Medicine and Public Health, Madison, WI
| | - Anica C Law
- Department of Medicine, Pulmonary, Allergy, Sleep & Critical Care Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Lily N Stalter
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI
| | - Michael D Peliska
- Department of Medicine, Division of Hospital Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI
| | - Geralyn Palmer
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI
| | - Bret M Hanlon
- Department of Biostatistics & Medical Informatics, University of Wisconsin School of Medicine and Public Health, Madison, WI
| | - Sean Mortenson
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI
| | - Elizabeth M Viglianti
- Department of Internal Medicine, Division of Pulmonary and Critical Care Medicine, University of Michigan, Ann Arbor, MI
| | - Douglas A Wiegmann
- Department of Industrial and Systems Engineering, University of Wisconsin-Madison, Madison, WI
| | - Jacqueline M Kruser
- Department of Medicine, Division of Allergy, Pulmonary, and Critical Care, University of Wisconsin School of Medicine and Public Health, Madison, WI
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Hess DR. Pulse Oximetry: 2023 Year in Review. Respir Care 2024; 69:1033-1041. [PMID: 38806220 PMCID: PMC11298236 DOI: 10.4187/respcare.12023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/30/2024]
Abstract
Pulse oximetry is arguably the most impactful monitor ever introduced into respiratory care practice. Recently there has been increased attention to the problem of occult hypoxemia in which patients are hypoxemic despite an acceptable SpO2 Although occult hypoxemia might be greater in Black patients than white patients, it is not insignificant in whites. In a given population of patients, the bias between SpO2 and arterial oxygen saturation (SaO2 ) might be close to zero. However, the limits of agreement can be wide, meaning that SpO2 might overestimate SaO2 in many individual patients, which can result in occult hypoxemia in some. Manufactures report accuracy of SpO2 derived from normal individuals, which might differ from that in the clinical setting. That SpO2 overestimates SaO2 in an important number of individuals has caused some to recommend higher SpO2 targets to avoid occult hypoxemia. There is also evidence that suggests that SpO2 might not accurately trend SaO2 Additional research is needed to investigate strategies to mitigate the bias between SpO2 and SaO2 Clinicians must be cognizant of the limitations of pulse oximetry when clinically using SpO2 The aim of this paper is to provide an update on pulse oximetry.
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Affiliation(s)
- Dean R Hess
- Massachusetts General Hospital, Boston, Massachusetts
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Pannu S, Exline MC, Bednash JS, Englert JA, Diaz P, Bartlett A, Brock G, Wu Q, Davis IC, Crouser ED. SCARLET (Supplemental Citicoline Administration to Reduce Lung injury Efficacy Trial): study protocol for a single-site, double-blinded, placebo-controlled, and randomized Phase 1/2 trial of i.v. citicoline (CDP-choline) in hospitalized SARS CoV-2-infected patients with hypoxemic acute respiratory failure. Trials 2024; 25:328. [PMID: 38760804 PMCID: PMC11102211 DOI: 10.1186/s13063-024-08155-0] [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: 03/26/2024] [Accepted: 05/07/2024] [Indexed: 05/19/2024] Open
Abstract
BACKGROUND The SARS CoV-2 pandemic has resulted in more than 1.1 million deaths in the USA alone. Therapeutic options for critically ill patients with COVID-19 are limited. Prior studies showed that post-infection treatment of influenza A virus-infected mice with the liponucleotide CDP-choline, which is an essential precursor for de novo phosphatidylcholine synthesis, improved gas exchange and reduced pulmonary inflammation without altering viral replication. In unpublished studies, we found that treatment of SARS CoV-2-infected K18-hACE2-transgenic mice with CDP-choline prevented development of hypoxemia. We hypothesize that administration of citicoline (the pharmaceutical form of CDP-choline) will be safe in hospitalized SARS CoV-2-infected patients with hypoxemic acute respiratory failure (HARF) and that we will obtain preliminary evidence of clinical benefit to support a larger Phase 3 trial using one or more citicoline doses. METHODS We will conduct a single-site, double-blinded, placebo-controlled, and randomized Phase 1/2 dose-ranging and safety study of Somazina® citicoline solution for injection in consented adults of any sex, gender, age, or ethnicity hospitalized for SARS CoV-2-associated HARF. The trial is named "SCARLET" (Supplemental Citicoline Administration to Reduce Lung injury Efficacy Trial). We hypothesize that SCARLET will show that i.v. citicoline is safe at one or more of three doses (0.5, 2.5, or 5 mg/kg, every 12 h for 5 days) in hospitalized SARS CoV-2-infected patients with HARF (20 per dose) and provide preliminary evidence that i.v. citicoline improves pulmonary outcomes in this population. The primary efficacy outcome will be the SpO2:FiO2 ratio on study day 3. Exploratory outcomes include Sequential Organ Failure Assessment (SOFA) scores, dead space ventilation index, and lung compliance. Citicoline effects on a panel of COVID-relevant lung and blood biomarkers will also be determined. DISCUSSION Citicoline has many characteristics that would be advantageous to any candidate COVID-19 therapeutic, including safety, low-cost, favorable chemical characteristics, and potentially pathogen-agnostic efficacy. Successful demonstration that citicoline is beneficial in severely ill patients with SARS CoV-2-induced HARF could transform management of severely ill COVID patients. TRIAL REGISTRATION The trial was registered at www. CLINICALTRIALS gov on 5/31/2023 (NCT05881135). TRIAL STATUS Currently enrolling.
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Affiliation(s)
- Sonal Pannu
- Division of Pulmonary, Critical Care and Sleep Medicine of the Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | - Matthew C Exline
- Division of Pulmonary, Critical Care and Sleep Medicine of the Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | - Joseph S Bednash
- Division of Pulmonary, Critical Care and Sleep Medicine of the Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | - Joshua A Englert
- Division of Pulmonary, Critical Care and Sleep Medicine of the Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | - Philip Diaz
- Division of Pulmonary, Critical Care and Sleep Medicine of the Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | - Amy Bartlett
- Center for Clinical and Translational Sciences, The Ohio State University, Columbus, OH, USA
| | - Guy Brock
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH, USA
| | - Qing Wu
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH, USA
| | - Ian C Davis
- Department of Veterinary Biosciences, The Ohio State University, Columbus, OH, USA.
| | - Elliott D Crouser
- Division of Pulmonary, Critical Care and Sleep Medicine of the Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
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4
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Matthay MA, Arabi Y, Arroliga AC, Bernard G, Bersten AD, Brochard LJ, Calfee CS, Combes A, Daniel BM, Ferguson ND, Gong MN, Gotts JE, Herridge MS, Laffey JG, Liu KD, Machado FR, Martin TR, McAuley DF, Mercat A, Moss M, Mularski RA, Pesenti A, Qiu H, Ramakrishnan N, Ranieri VM, Riviello ED, Rubin E, Slutsky AS, Thompson BT, Twagirumugabe T, Ware LB, Wick KD. A New Global Definition of Acute Respiratory Distress Syndrome. Am J Respir Crit Care Med 2024; 209:37-47. [PMID: 37487152 PMCID: PMC10870872 DOI: 10.1164/rccm.202303-0558ws] [Citation(s) in RCA: 122] [Impact Index Per Article: 122.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 07/24/2023] [Indexed: 07/26/2023] Open
Abstract
Background: Since publication of the 2012 Berlin definition of acute respiratory distress syndrome (ARDS), several developments have supported the need for an expansion of the definition, including the use of high-flow nasal oxygen, the expansion of the use of pulse oximetry in place of arterial blood gases, the use of ultrasound for chest imaging, and the need for applicability in resource-limited settings. Methods: A consensus conference of 32 critical care ARDS experts was convened, had six virtual meetings (June 2021 to March 2022), and subsequently obtained input from members of several critical care societies. The goal was to develop a definition that would 1) identify patients with the currently accepted conceptual framework for ARDS, 2) facilitate rapid ARDS diagnosis for clinical care and research, 3) be applicable in resource-limited settings, 4) be useful for testing specific therapies, and 5) be practical for communication to patients and caregivers. Results: The committee made four main recommendations: 1) include high-flow nasal oxygen with a minimum flow rate of ⩾30 L/min; 2) use PaO2:FiO2 ⩽ 300 mm Hg or oxygen saturation as measured by pulse oximetry SpO2:FiO2 ⩽ 315 (if oxygen saturation as measured by pulse oximetry is ⩽97%) to identify hypoxemia; 3) retain bilateral opacities for imaging criteria but add ultrasound as an imaging modality, especially in resource-limited areas; and 4) in resource-limited settings, do not require positive end-expiratory pressure, oxygen flow rate, or specific respiratory support devices. Conclusions: We propose a new global definition of ARDS that builds on the Berlin definition. The recommendations also identify areas for future research, including the need for prospective assessments of the feasibility, reliability, and prognostic validity of the proposed global definition.
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Affiliation(s)
- Michael A. Matthay
- Department of Medicine
- Department of Anesthesia
- Cardiovascular Research Institute, and
| | - Yaseen Arabi
- King Saud Bin Abdulaziz University for Health Sciences and King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
| | | | - Gordon Bernard
- Division of Allergy, Pulmonary, and Critical Care Medicine, Center for Lung Research, and
| | | | - Laurent J. Brochard
- Keenan Research Centre, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Unity Health and Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Carolyn S. Calfee
- Department of Medicine
- Department of Anesthesia
- Cardiovascular Research Institute, and
| | - Alain Combes
- Médecine Intensive – Réanimation, Sorbonne Université, APHP Hôpital Pitié-Salpêtrière, Paris, France
| | - Brian M. Daniel
- Respiratory Therapy, University of California, San Francisco, San Francisco, California
| | - Niall D. Ferguson
- Interdepartmental Division of Critical Care Medicine and
- Department of Medicine, Toronto General Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Michelle N. Gong
- Department of Medicine, Montefiore Medical Center, Bronx, New York
| | - Jeffrey E. Gotts
- Kaiser Permanente San Francisco Medical Center, San Francisco, California
| | | | - John G. Laffey
- Anesthesia, University Hospital Galway, University of Galway, Galway, Ireland
| | | | - Flavia R. Machado
- Intensive Care Department, Hospital São Paulo, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Thomas R. Martin
- Department of Medicine, University of Washington, Seattle, Washington
| | - Danny F. McAuley
- Centre for Experimental Medicine, Queen’s University Belfast, Belfast, United Kingdom
| | - Alain Mercat
- Medical ICU, Angers University Hospital, Angers, France
| | - Marc Moss
- Department of Medicine, University of Colorado Denver, Aurora, Colorado
| | | | - Antonio Pesenti
- Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
- Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | - Haibo Qiu
- Critical Care Medicine, Zhongda Hospital, Nanjing, China
| | | | - V. Marco Ranieri
- Emergency and Intensive Care Medicine, Alma Mater Studorium University of Bologna, Bologna, Italy
| | - Elisabeth D. Riviello
- Division of Pulmonary, Critical Care, and Sleep Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | | | - Arthur S. Slutsky
- Keenan Research Centre, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Unity Health and Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, Ontario, Canada
| | - B. Taylor Thompson
- Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Theogene Twagirumugabe
- Department of Anesthesia, Critical Care, and Emergency Medicine, College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda; and
| | - Lorraine B. Ware
- Department of Medicine, Vanderbilt University, Nashville, Tennessee
| | - Katherine D. Wick
- Department of Medicine, University of California, Davis, Davis, California
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5
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Zhao L, Su F, Zhang N, Wu H, Shen Y, Liu H, Li X, Li Y, Xie K. The impact of the new acute respiratory distress syndrome (ARDS) criteria on Berlin criteria ARDS patients: a multicenter cohort study. BMC Med 2023; 21:456. [PMID: 37996902 PMCID: PMC10666384 DOI: 10.1186/s12916-023-03144-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Accepted: 10/31/2023] [Indexed: 11/25/2023] Open
Abstract
OBJECTIVE The European Society of Intensive Care Medicine (ESICM) recently recommended changes to the criteria of acute respiratory distress syndrome (ARDS), patients with high-flow oxygen were included, however, the effect of these changes remains unclear. Our objectives were to evaluate the performance of these new criteria and to compare the outcomes of patients meeting the new ARDS criteria with those meeting the Berlin ARDS criteria. METHODS This was a retrospective cohort. The patients admitted to the intensive care unit (ICU) were diagnosed with ARDS. Patients were classified as meeting Berlin criteria ARDS (n = 4279), high-flow nasal oxygen (HFNO) criteria ARDS (n = 559), or new criteria ARDS (n = 4838). RESULTS In comparison with HFNO criteria ARDS and new criteria ARDS, patients with Berlin criteria ARDS demonstrated lower blood oxygen levels assessed by PaO2/FiO2, SpO2/FiO2, and ROX (SpO2/FiO2/respiratory rate) (p < 0.001); and higher severity of illness assessed by the Sequential Organ Failure Assessment (SOFA) score, Acute Physiology And Chronic Health Evaluations (APACHE II), Simplified Acute Physiology Score (SAPS II) (p < 0.001), (p < 0.001), and longer ICU and hospital stays (p < 0.001). In comparison with the HFNO criteria, patients meeting Berlin criteria ARDS had higher hospital mortality (10.6% vs. 16.9%; p = 0.0082), 28-day mortality (10.6% vs. 16.5%; p = 0.0079), and 90-day mortality (10.7% vs. 17.1%; p = 0.0083). ARDS patients with HFNO did not have severe ARDS; Berlin criteria ARDS patients with severe ARDS had the highest mortality rate (approximately 33%). PaO2/FiO2, SpO2/FiO2, and ROX negatively correlated with the SOFA and APACHE II scores. The SOFA and APACHE II scores had high specificity and sensitivity for prognosis in patients with new criteria ARDS. CONCLUSION The new criteria of ARDS reduced the severity of illness, length of stay in the ICU, length of hospital stays, and overall mortality. SOFA and APACHE II scores remain important in assessing the prognosis of patients with new criteria ARDS. TRIAL REGISTRATION Registration number: ChiCTR2200067084.
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Affiliation(s)
- Lina Zhao
- Department of Critical Care Medicine, Tianjin Medical University General Hospital, Tianjin, 300052, China
| | - Fuhong Su
- Experimental Laboratory of Intensive Care, Université Libre de Bruxelles, 1000, Brussels, Belgium
| | - Nannan Zhang
- Department of Critical Care Medicine, Tianjin Medical University General Hospital, Tianjin, 300052, China
| | - Hening Wu
- Department of Critical Care Medicine, Tianjin Medical University General Hospital, Tianjin, 300052, China
| | - Yuehao Shen
- Department of Critical Care Medicine, Tianjin Medical University General Hospital, Tianjin, 300052, China
| | - Haiying Liu
- Department of Critical Care Medicine, Tianjin Medical University General Hospital, Tianjin, 300052, China
| | - Xuguang Li
- Department of Critical Care Medicine, Tianjin Medical University General Hospital, Tianjin, 300052, China
| | - Yun Li
- Department of Anesthesiology, Tianjin Institute of Anesthesiology, Tianjin Medical University General Hospital, Tianjin, 300052, China.
| | - Keliang Xie
- Department of Critical Care Medicine, Tianjin Medical University General Hospital, Tianjin, 300052, China.
- Department of Anesthesiology, Tianjin Institute of Anesthesiology, Tianjin Medical University General Hospital, Tianjin, 300052, China.
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Swets MC, Kerr S, Scott-Brown J, Brown AB, Gupta R, Millar JE, Spata E, McCurrach F, Bretherick AD, Docherty A, Harrison D, Rowan K, Young N, Groeneveld GH, Dunning J, Nguyen-Van-Tam JS, Openshaw P, Horby PW, Harrison E, Staplin N, Semple MG, Lone N, Baillie JK. Evaluation of pragmatic oxygenation measurement as a proxy for Covid-19 severity. Nat Commun 2023; 14:7374. [PMID: 37968269 PMCID: PMC10651917 DOI: 10.1038/s41467-023-42205-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 10/04/2023] [Indexed: 11/17/2023] Open
Abstract
Choosing optimal outcome measures maximizes statistical power, accelerates discovery and improves reliability in early-phase trials. We devised and evaluated a modification to a pragmatic measure of oxygenation function, the [Formula: see text] ratio. Because of the ceiling effect in oxyhaemoglobin saturation, [Formula: see text] ratio ceases to reflect pulmonary oxygenation function at high [Formula: see text] values. We found that the correlation of [Formula: see text] with the reference standard ([Formula: see text]/[Formula: see text] ratio) improves substantially when excluding [Formula: see text] and refer to this measure as [Formula: see text]. Using observational data from 39,765 hospitalised COVID-19 patients, we demonstrate that [Formula: see text] is predictive of mortality, and compare the sample sizes required for trials using four different outcome measures. We show that a significant difference in outcome could be detected with the smallest sample size using [Formula: see text]. We demonstrate that [Formula: see text] is an effective intermediate outcome measure in COVID-19. It is a non-invasive measurement, representative of disease severity and provides greater statistical power.
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Affiliation(s)
- Maaike C Swets
- Roslin Institute, University of Edinburgh, Edinburgh, UK
- Department of Infectious Diseases, Leiden University Medical Center, Leiden University, Leiden, The Netherlands
| | - Steven Kerr
- Roslin Institute, University of Edinburgh, Edinburgh, UK
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, Edinburgh, UK
| | | | - Adam B Brown
- Roslin Institute, University of Edinburgh, Edinburgh, UK
| | - Rishi Gupta
- Institute for Global Health, University College London, London, UK
| | | | - Enti Spata
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), Oxford, UK
| | - Fiona McCurrach
- EMERGE, NHS Lothian, Royal Infirmary Edinburgh, Edinburgh, UK
| | - Andrew D Bretherick
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital, Edinburgh, UK
| | - Annemarie Docherty
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - David Harrison
- Intensive Care National Audit & Research Centre, London, UK
| | - Kathy Rowan
- Intensive Care National Audit & Research Centre, London, UK
| | - Neil Young
- Department of Anaesthesia, Critical Care and Pain Medicine, Royal Infirmary of Edinburgh, Edinburgh, UK
| | - Geert H Groeneveld
- Department of Infectious Diseases, Leiden University Medical Center, Leiden University, Leiden, The Netherlands
| | - Jake Dunning
- Pandemic Sciences Institute, University of Oxford, Oxford, UK
| | | | - Peter Openshaw
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Peter W Horby
- Pandemic Sciences Institute, University of Oxford, Oxford, UK
| | - Ewen Harrison
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Natalie Staplin
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), Oxford, UK
| | - Malcolm G Semple
- Institute of Infection, Veterinary and Ecological Sciences, Faculty of Health and Life Sciences, University of Liverpool, Liverpool, UK
- Department of Respiratory Medicine, Alder Hey Children's Hospital, Liverpool, UK
| | - Nazir Lone
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, Edinburgh, UK
- Intensive Care Unit, Royal Infirmary of Edinburgh, Little France Crescent, Edinburgh, UK
| | - J Kenneth Baillie
- Roslin Institute, University of Edinburgh, Edinburgh, UK.
- Intensive Care Unit, Royal Infirmary of Edinburgh, Little France Crescent, Edinburgh, UK.
- Baillie Gifford Pandemic Science Hub, Centre for Inflammation Research, University of Edinburgh, Edinburgh, UK.
- MRC Human Genetics Unit, Institute for Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK.
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7
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Kim Y, Kim H, Choi J, Cho K, Yoo D, Lee Y, Park SJ, Jeong MH, Jeong SH, Park KH, Byun SY, Kim T, Ahn SH, Cho WH, Lee N. Early prediction of need for invasive mechanical ventilation in the neonatal intensive care unit using artificial intelligence and electronic health records: a clinical study. BMC Pediatr 2023; 23:525. [PMID: 37872515 PMCID: PMC10591351 DOI: 10.1186/s12887-023-04350-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 10/06/2023] [Indexed: 10/25/2023] Open
Abstract
BACKGROUND Respiratory support is crucial for newborns with underdeveloped lung. The clinical outcomes of patients depend on the clinician's ability to recognize the status underlying the presented symptoms and signs. With the increasing number of high-risk infants, artificial intelligence (AI) should be considered as a tool for personalized neonatal care. Continuous monitoring of vital signs is essential in cardiorespiratory care. In this study, we developed deep learning (DL) prediction models for rapid and accurate detection of mechanical ventilation requirements in neonates using electronic health records (EHR). METHODS We utilized data from the neonatal intensive care unit in a single center, collected between March 3, 2012, and March 4, 2022, including 1,394 patient records used for model development, consisting of 505 and 889 patients with and without invasive mechanical ventilation (IMV) support, respectively. The proposed model architecture includes feature embedding using feature-wise fully connected (FC) layers, followed by three bidirectional long short-term memory (LSTM) layers. RESULTS A mean gestational age (GA) was 36.61 ± 3.25 weeks, and the mean birth weight was 2,734.01 ± 784.98 g. The IMV group had lower GA, birth weight, and longer hospitalization duration than the non-IMV group (P < 0.05). Our proposed model, tested on a dataset from March 4, 2019, to March 4, 2022. The mean AUROC of our proposed model for IMV support prediction performance demonstrated 0.861 (95%CI, 0.853-0.869). It is superior to conventional approaches, such as newborn early warning score systems (NEWS), Random Forest, and eXtreme gradient boosting (XGBoost) with 0.611 (95%CI, 0.600-0.622), 0.837 (95%CI, 0.828-0.845), and 0.0.831 (95%CI, 0.821-0.845), respectively. The highest AUPRC value is shown in the proposed model at 0.327 (95%CI, 0.308-0.347). The proposed model performed more accurate predictions as gestational age decreased. Additionally, the model exhibited the lowest alarm rate while maintaining the same sensitivity level. CONCLUSION Deep learning approaches can help accurately standardize the prediction of invasive mechanical ventilation for neonatal patients and facilitate advanced neonatal care. The results of predictive, recall, and alarm performances of the proposed model outperformed the other models.
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Affiliation(s)
- Younga Kim
- Department of Pediatrics, Pusan National University School of Medicine, 20, Geumo-Ro, Mulgeum-Eup, Yangsan, 50612, Republic of Korea
| | | | | | | | | | | | - Su Jeong Park
- Department of Pediatrics, Pusan National University School of Medicine, 20, Geumo-Ro, Mulgeum-Eup, Yangsan, 50612, Republic of Korea
| | - Mun Hui Jeong
- Department of Pediatrics, Pusan National University School of Medicine, 20, Geumo-Ro, Mulgeum-Eup, Yangsan, 50612, Republic of Korea
| | - Seong Hee Jeong
- Department of Pediatrics, Pusan National University School of Medicine, 20, Geumo-Ro, Mulgeum-Eup, Yangsan, 50612, Republic of Korea
| | - Kyung Hee Park
- Department of Pediatrics, Pusan National University School of Medicine, 20, Geumo-Ro, Mulgeum-Eup, Yangsan, 50612, Republic of Korea
| | - Shin-Yun Byun
- Department of Pediatrics, Pusan National University School of Medicine, 20, Geumo-Ro, Mulgeum-Eup, Yangsan, 50612, Republic of Korea
| | - Taehwa Kim
- Division of Pulmonology, Allergy and Critical Care Medicine, Department of Internal Medicine, Pusan National University School of Medicine, and Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Korea
| | - Sung-Ho Ahn
- Department of Neurology, Division of Biostatistics, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Pusan National University School of Medicine, Busan, Korea
| | - Woo Hyun Cho
- Division of Pulmonology, Allergy and Critical Care Medicine, Department of Internal Medicine, Pusan National University School of Medicine, and Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Korea
| | - Narae Lee
- Department of Pediatrics, Pusan National University School of Medicine, 20, Geumo-Ro, Mulgeum-Eup, Yangsan, 50612, Republic of Korea.
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8
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Chowdary P, Agarwal B, Peralta MR, Bhagani S, Lee S, Goldring J, Lipman M, Waqif E, Phillips M, Philippou H, Foley JH, Mutch NJ, Ariëns RAS, Stringer KA, Ricciardi F, Watissée M, Hughes D, Nathwani A, Riddell A, Patch D, Buckley J, De Neef M, Dimber R, Diaz-Garcia C, Patel H, Nandani A, Dissanayake U, Chadwick N, Alkhatip AAAMM, Watkinson P, Raith E, Singh S, Wolff T, Jha R, Brill SE, Bakhai A, Evans A, Gilani F, Gomez K. Nebulized Recombinant Tissue Plasminogen Activator (rt-PA) for Acute COVID-19-Induced Respiratory Failure: An Exploratory Proof-of-Concept Trial. J Clin Med 2023; 12:5848. [PMID: 37762789 PMCID: PMC10531875 DOI: 10.3390/jcm12185848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 08/31/2023] [Accepted: 09/04/2023] [Indexed: 09/29/2023] Open
Abstract
Acute lung injury in COVID-19 results in diffuse alveolar damage with disruption of the alveolar-capillary barrier, coagulation activation, alveolar fibrin deposition and pulmonary capillary thrombi. Nebulized recombinant tissue plasminogen activator (rt-PA) has the potential to facilitate localized thrombolysis in the alveolar compartment and improve oxygenation. In this proof-of-concept safety study, adults with COVID-19-induced respiratory failure and a <300 mmHg PaO2/FiO2 (P/F) ratio requiring invasive mechanical ventilation (IMV) or non-invasive respiratory support (NIRS) received nebulized rt-PA in two cohorts (C1 and C2), alongside standard of care, between 23 April-30 July 2020 and 21 January-19 February 2021, respectively. Matched historical controls (MHC; n = 18) were used in C1 to explore efficacy. Safety co-primary endpoints were treatment-related bleeds and <1.0-1.5 g/L fibrinogen reduction. A variable dosing strategy with clinical efficacy endpoint and minimal safety concerns was determined in C1 for use in C2; patients were stratified by ventilation type to receive 40-60 mg rt-PA daily for ≤14 days. Nine patients in C1 (IMV, 6/9; NIRS, 3/9) and 26 in C2 (IMV, 12/26; NIRS, 14/26) received nebulized rt-PA for a mean (SD) of 6.7 (4.6) and 9.1(4.6) days, respectively. Four bleeds (one severe, three mild) in three patients were considered treatment related. There were no significant fibrinogen reductions. Greater improvements in mean P/F ratio from baseline to study end were observed in C1 compared with MHC (C1; 154 to 299 vs. MHC; 154 to 212). In C2, there was no difference in the baseline P/F ratio of NIRS and IMV patients. However, a larger improvement in the P/F ratio occurred in NIRS patients (NIRS; 126 to 240 vs. IMV; 120 to 188) and fewer treatment days were required (NIRS; 7.86 vs. IMV; 10.5). Nebulized rt-PA appears to be well-tolerated, with a trend towards improved oxygenation, particularly in the NIRS group. Randomized clinical trials are required to demonstrate the clinical effect significance and magnitude.
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Affiliation(s)
- Pratima Chowdary
- Katharine Dormandy Haemophilia and Thrombosis Centre, Royal Free London NHS Foundation Trust, London NW3 2QG, UK
- Cancer Institute, University College London, London WC1E 6DD, UK
| | - Banwari Agarwal
- Department of Intensive Care and Anaesthesia, Royal Free London NHS Foundation Trust, London NW3 2QG, UK
| | - Maria Rita Peralta
- Katharine Dormandy Haemophilia and Thrombosis Centre, Royal Free London NHS Foundation Trust, London NW3 2QG, UK
- Cancer Institute, University College London, London WC1E 6DD, UK
| | - Sanjay Bhagani
- Department of Infectious Diseases, Royal Free London NHS Foundation Trust, London NW3 2QG, UK
| | - Simon Lee
- Department of Infectious Diseases, Royal Free London NHS Foundation Trust, London NW3 2QG, UK
| | - James Goldring
- Respiratory Medicine, Royal Free London NHS Foundation Trust, London NW1 2BU, UK
| | - Marc Lipman
- Respiratory Medicine, Royal Free London NHS Foundation Trust, London NW1 2BU, UK
- UCL Respiratory, University College London, London WC1E 6JF, UK;
| | - Emal Waqif
- Katharine Dormandy Haemophilia and Thrombosis Centre, Royal Free London NHS Foundation Trust, London NW3 2QG, UK
| | - Mark Phillips
- Katharine Dormandy Haemophilia and Thrombosis Centre, Royal Free London NHS Foundation Trust, London NW3 2QG, UK
- Cancer Institute, University College London, London WC1E 6DD, UK
| | - Helen Philippou
- Discovery and Translational Science Department, Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds LS2 9JT, UK
| | | | - Nicola J. Mutch
- Aberdeen Cardiovascular & Diabetes Centre, School of Medicine, Medical Sciences & Nutrition, Institute of Medical Sciences, University of Aberdeen, Aberdeen AB25 2ZD, UK
| | - Robert A. S. Ariëns
- Discovery and Translational Science Department, Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds LS2 9JT, UK
| | - Kathleen A. Stringer
- Department of Clinical Pharmacy, College of Pharmacy University of Michigan, Ann Arbor, MI 48109, USA
- Division of Pulmonary and Critical Care Medicine, School of Medicine, University of Michigan, Ann Arbor, MI 48109, USA
| | - Federico Ricciardi
- Department of Statistical Science, University College London, London WC1E 6BT, UK
| | | | - Derralynn Hughes
- Cancer Institute, University College London, London WC1E 6DD, UK
| | - Amit Nathwani
- Katharine Dormandy Haemophilia and Thrombosis Centre, Royal Free London NHS Foundation Trust, London NW3 2QG, UK
- Cancer Institute, University College London, London WC1E 6DD, UK
| | - Anne Riddell
- Katharine Dormandy Haemophilia and Thrombosis Centre, Royal Free London NHS Foundation Trust, London NW3 2QG, UK
- Haemophilia & Thrombosis Laboratory (Health Services Laboratories), Royal Free Hospital, London WC1H 9AX, UK
| | - David Patch
- Department of Hepatology, Royal Free London NHS Foundation Trust, London NW3 2QG, UK
| | - Jim Buckley
- Department of Intensive Care and Anaesthesia, Royal Free London NHS Foundation Trust, London NW3 2QG, UK
| | - Mark De Neef
- Department of Intensive Care and Anaesthesia, Royal Free London NHS Foundation Trust, London NW3 2QG, UK
| | - Rahul Dimber
- Department of Intensive Care and Anaesthesia, Royal Free London NHS Foundation Trust, London NW3 2QG, UK
| | - Cecilia Diaz-Garcia
- Katharine Dormandy Haemophilia and Thrombosis Centre, Royal Free London NHS Foundation Trust, London NW3 2QG, UK
| | - Honey Patel
- Katharine Dormandy Haemophilia and Thrombosis Centre, Royal Free London NHS Foundation Trust, London NW3 2QG, UK
| | - Aarti Nandani
- Clinical Trials Pharmacy, Royal Free London NHS Foundation Trust, London NW3 2QG, UK
| | - Upuli Dissanayake
- Katharine Dormandy Haemophilia and Thrombosis Centre, Royal Free London NHS Foundation Trust, London NW3 2QG, UK
| | - Nick Chadwick
- Katharine Dormandy Haemophilia and Thrombosis Centre, Royal Free London NHS Foundation Trust, London NW3 2QG, UK
| | - Ahmed A. A. M. M. Alkhatip
- Department of Anaesthesia, Birmingham Children’s Hospital, Birmingham B4 6NH, UK
- Department of Anaesthesia, Faculty of Medicine, Beni-Suef University Hospital, Beni-Suef University, Beni-Suef 2721562, Egypt
| | - Peter Watkinson
- NIHR Biomedical Research Centre Oxford, Oxford University Hospitals NHS Trust, University of Oxford, Oxford OX3 9DU, UK
| | - Eamon Raith
- Bloomsbury Institute for Intensive Care Medicine, Department of Experimental and Translational Medicine, University College London, London WC1E 6JF, UK
- Discipline of Acute Care Medicine, School of Medicine, The University of Adelaide, Adelaide, SA 5005, Australia
| | - Suveer Singh
- Department of Respiratory and Critical Care Medicine, Chelsea & Westminster Hospital, London SW10 9NH, UK
- Department of Adult Intensive Care, Royal Brompton Hospital, London SW3 6NP, UK
- Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK
| | - Tony Wolff
- Department of Intensive Care and Anaesthesia, Royal Free London NHS Foundation Trust, London NW3 2QG, UK
| | - Rajeev Jha
- Department of Intensive Care and Anaesthesia, Royal Free London NHS Foundation Trust, London NW3 2QG, UK
| | - Simon E. Brill
- UCL Respiratory, University College London, London WC1E 6JF, UK;
| | - Ameet Bakhai
- Department of Intensive Care and Anaesthesia, Royal Free London NHS Foundation Trust, London NW3 2QG, UK
- Department of Cardiology, Royal Free London NHS Foundation Trust, London NW3 2PS, UK
| | - Alison Evans
- University College London (UCL)/University College London Hospitals NHS Trust (UCLH) Joint Research Office, London WC1E 6BT, UK; (A.E.)
| | - Farhat Gilani
- University College London (UCL)/University College London Hospitals NHS Trust (UCLH) Joint Research Office, London WC1E 6BT, UK; (A.E.)
| | - Keith Gomez
- Katharine Dormandy Haemophilia and Thrombosis Centre, Royal Free London NHS Foundation Trust, London NW3 2QG, UK
- Cancer Institute, University College London, London WC1E 6DD, UK
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9
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Shanholtz CB, Terrin ML, Harrington T, Chan C, Warren W, Walter R, Armstrong F, Marshall J, Scheraga R, Duggal A, Formanek P, Baram M, Afshar M, Marchetti N, Singla S, Reilly J, Knox D, Puri N, Chung K, Brown CH, Hasday JD. Design and rationale of the CHILL phase II trial of hypothermia and neuromuscular blockade for acute respiratory distress syndrome. Contemp Clin Trials Commun 2023; 33:101155. [PMID: 37228902 PMCID: PMC10191700 DOI: 10.1016/j.conctc.2023.101155] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Revised: 05/08/2023] [Accepted: 05/14/2023] [Indexed: 05/27/2023] Open
Abstract
The Cooling to Help Injured Lungs (CHILL) trial is an open label, two group, parallel design multicenter, randomized phase IIB clinical trial assessing the efficacy and safety of targeted temperature management with combined external cooling and neuromuscular blockade to block shivering in patients with early moderate-severe acute respiratory distress syndrome (ARDS). This report provides the background and rationale for the clinical trial and outlines the methods using the Consolidated Standards of Reporting Trials guidelines. Key design challenges include: [1] protocolizing important co-interventions; [2] incorporation of patients with COVID-19 as the cause of ARDS; [3] inability to blind the investigators; and [4] ability to obtain timely informed consent from patients or legally authorized representatives early in the disease process. Results of the Reevaluation of Systemic Early Neuromuscular Blockade (ROSE) trial informed the decision to mandate sedation and neuromuscular blockade only in the group assigned to therapeutic hypothermia and proceed without this mandate in the control group assigned to a usual temperature management protocol. Previous trials conducted in National Heart, Lung, and Blood Institute ARDS Clinical Trials (ARDSNet) and Prevention and Early Treatment of Acute Lung Injury (PETAL) Networks informed ventilator management, ventilation liberation and fluid management protocols. Since ARDS due to COVID-19 is a common cause of ARDS during pandemic surges and shares many features with ARDS from other causes, patients with ARDS due to COVID-19 are included. Finally, a stepwise approach to obtaining informed consent prior to documenting critical hypoxemia was adopted to facilitate enrollment and reduce the number of candidates excluded because eligibility time window expiration.
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Affiliation(s)
- Carl B. Shanholtz
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Michael L. Terrin
- Department of Epidemiology & Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Thelma Harrington
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Caleb Chan
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Whittney Warren
- Department of Pulmonary and Critical Care Medicine, Brooke Army Medical Center, San Antonio, TX, USA
| | - Robert Walter
- Department of Pulmonary and Critical Care Medicine, Brooke Army Medical Center, San Antonio, TX, USA
| | | | | | | | - Abjihit Duggal
- Respiratory Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Perry Formanek
- Department of Medicine, Loyola University Medical Center, Maywood, IL, USA
| | - Michael Baram
- Department of Medicine, Sidney Kimmel College of Medicine USA, Philadelphia, PA, USA
| | - Majid Afshar
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Nathaniel Marchetti
- Department of Thoracic Medicine and Surgery, Lewis Katz School of Medicine at Temple University, Philadelphia, PA, USA
| | - Sunit Singla
- Division of Pulmonary, Critical Care, Sleep, and Allergy Medicine, University of Illinois at Chicago, Chicago, IL, USA
| | - John Reilly
- Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Dan Knox
- Division of Pulmonary and Critical Care Medicine, Intermountain Medical Center, Murray, UT, USA
| | - Nitin Puri
- Division of Critical Care, Cooper University Health Care, USA
| | - Kevin Chung
- Department of Medicine, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Clayton H. Brown
- Department of Epidemiology & Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Jeffrey D. Hasday
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
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10
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Affiliation(s)
- Dean R Hess
- Managing Editor, Respiratory Care Respiratory Care Department Massachusetts General Hospital Boston, MassachusettsNortheastern University Boston, Massachusetts
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11
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Wongsurakiat P, Sunhapanit S, Muangman N. Bacterial Coinfection and Superinfection in Respiratory Syncytial Virus-Associated Acute Respiratory Illness: Prevalence, Pathogens, Initial Antibiotic-Prescribing Patterns and Outcomes. Trop Med Infect Dis 2023; 8:tropicalmed8030148. [PMID: 36977149 PMCID: PMC10057067 DOI: 10.3390/tropicalmed8030148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 02/22/2023] [Accepted: 02/24/2023] [Indexed: 03/06/2023] Open
Abstract
We aimed to determine the prevalence of bacterial coinfection (CoBact) and bacterial superinfection (SuperBact), the causative pathogens, the initial antibiotic-prescribing practice, and the associated clinical outcomes of hospitalized patients with respiratory syncytial virus-associated acute respiratory illness (RSV-ARI). This retrospective study included 175 adults with RSV-ARI, virologically confirmed via RT-PCR, during the period 2014–2019. Thirty (17.1%) patients had CoBact, and 18 (10.3%) had SuperBact. The independent factors associated with CoBact were invasive mechanical ventilation (OR: 12.1, 95% CI: 4.7–31.4; p < 0.001) and neutrophilia (OR: 3.3, 95% CI: 1.3–8.5; p = 0.01). The independent factors associated with SuperBact were invasive mechanical ventilation (aHR: 7.2, 95% CI: 2.4–21.1; p < 0.001) and systemic corticosteroids (aHR: 3.1, 95% CI: 1.2–8.1; p = 0.02). CoBact was associated with higher mortality compared to patients without CoBact (16.7% vs. 5.5%, p = 0.05). Similarly, SuperBact was associated with higher mortality compared to patients without SuperBact (38.9% vs. 3.8%, p < 0.001). The most common CoBact pathogen identified was Pseudomonas aeruginosa (30%), followed by Staphylococcus aureus (23.3%). The most common SuperBact pathogen identified was Acinetobacter spp. (44.4%), followed by ESBL-positive Enterobacteriaceae (33.3%). Twenty-two (100%) pathogens were potentially drug-resistant bacteria. In patients without CoBact, there was no difference in mortality between patients who received an initial antibiotic treatment of <5 days or ≥5 days.
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Affiliation(s)
- Phunsup Wongsurakiat
- Division of Respiratory Diseases and Tuberculosis, Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, 2 Wanglang Road, Bangkoknoi, Bangkok 10700, Thailand
- Correspondence:
| | - Siwadol Sunhapanit
- Division of Pulmonary Medicine and Pulmonary Critical Care, Faculty of Medicine, Vajira Hospital, Navamindradhiraj University, Bangkok 10300, Thailand
| | - Nisa Muangman
- Diagnostic Division, Department of Radiology, Faculty of Medicine Siriraj Hospital, Mahidol University, 2 Wanglang Road, Bangkoknoi, Bangkok 10700, Thailand
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12
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Baghela A, An A, Zhang P, Acton E, Gauthier J, Brunet-Ratnasingham E, Blimkie T, Freue GC, Kaufmann D, Lee AHY, Levesque RC, Hancock REW. Predicting severity in COVID-19 disease using sepsis blood gene expression signatures. Sci Rep 2023; 13:1247. [PMID: 36690713 PMCID: PMC9868505 DOI: 10.1038/s41598-023-28259-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 01/16/2023] [Indexed: 01/24/2023] Open
Abstract
Severely-afflicted COVID-19 patients can exhibit disease manifestations representative of sepsis, including acute respiratory distress syndrome and multiple organ failure. We hypothesized that diagnostic tools used in managing all-cause sepsis, such as clinical criteria, biomarkers, and gene expression signatures, should extend to COVID-19 patients. Here we analyzed the whole blood transcriptome of 124 early (1-5 days post-hospital admission) and late (6-20 days post-admission) sampled patients with confirmed COVID-19 infections from hospitals in Quebec, Canada. Mechanisms associated with COVID-19 severity were identified between severity groups (ranging from mild disease to the requirement for mechanical ventilation and mortality), and established sepsis signatures were assessed for dysregulation. Specifically, gene expression signatures representing pathophysiological events, namely cellular reprogramming, organ dysfunction, and mortality, were significantly enriched and predictive of severity and lethality in COVID-19 patients. Mechanistic endotypes reflective of distinct sepsis aetiologies and therapeutic opportunities were also identified in subsets of patients, enabling prediction of potentially-effective repurposed drugs. The expression of sepsis gene expression signatures in severely-afflicted COVID-19 patients indicates that these patients should be classified as having severe sepsis. Accordingly, in severe COVID-19 patients, these signatures should be strongly considered for the mechanistic characterization, diagnosis, and guidance of treatment using repurposed drugs.
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Affiliation(s)
- Arjun Baghela
- Department of Microbiology and Immunology, University of British Columbia (UBC), Vancouver, Canada
| | - Andy An
- Department of Microbiology and Immunology, University of British Columbia (UBC), Vancouver, Canada
| | | | - Erica Acton
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, Canada
| | - Jeff Gauthier
- Institut de Biologie Intégrative et des Systèmes (IBIS), Département de Microbiologie-Infectiologie et d'immunologie, Université Laval, Quebec, QC, Canada
| | - Elsa Brunet-Ratnasingham
- Département de Microbiologie, Infectiologie Et Immunologie, Université de Montréal, Montreal, Canada
- Centre de Recherche du CHUM, Montreal, QC, Canada
| | - Travis Blimkie
- Department of Microbiology and Immunology, University of British Columbia (UBC), Vancouver, Canada
| | | | - Daniel Kaufmann
- Centre de Recherche du CHUM, Montreal, QC, Canada
- Département de Médecine, Université de Montréal, Montreal, Canada
| | - Amy H Y Lee
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, Canada
| | - Roger C Levesque
- Institut de Biologie Intégrative et des Systèmes (IBIS), Département de Microbiologie-Infectiologie et d'immunologie, Université Laval, Quebec, QC, Canada
| | - Robert E W Hancock
- Department of Microbiology and Immunology, University of British Columbia (UBC), Vancouver, Canada.
- Asep Medical, Vancouver, Canada.
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13
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Moreno R, Rhodes A, Piquilloud L, Hernandez G, Takala J, Gershengorn HB, Tavares M, Coopersmith CM, Myatra SN, Singer M, Rezende E, Prescott HC, Soares M, Timsit JF, de Lange DW, Jung C, De Waele JJ, Martin GS, Summers C, Azoulay E, Fujii T, McLean AS, Vincent JL. The Sequential Organ Failure Assessment (SOFA) Score: has the time come for an update? Crit Care 2023; 27:15. [PMID: 36639780 PMCID: PMC9837980 DOI: 10.1186/s13054-022-04290-9] [Citation(s) in RCA: 30] [Impact Index Per Article: 30.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 12/20/2022] [Indexed: 01/14/2023] Open
Abstract
The Sequential Organ Failure Assessment (SOFA) score was developed more than 25 years ago to provide a simple method of assessing and monitoring organ dysfunction in critically ill patients. Changes in clinical practice over the last few decades, with new interventions and a greater focus on non-invasive monitoring systems, mean it is time to update the SOFA score. As a first step in this process, we propose some possible new variables that could be included in a SOFA 2.0. By so doing, we hope to stimulate debate and discussion to move toward a new, properly validated score that will be fit for modern practice.
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Affiliation(s)
- Rui Moreno
- grid.10772.330000000121511713Hospital de São José, Centro Hospitalar Universitário de Lisboa Central, Faculdade de Ciências Médicas de Lisboa, Nova Médical School, Lisbon, Portugal ,grid.7427.60000 0001 2220 7094Faculdade de Ciências da Saúde, Universidade da Beira Interior, Covilhã, Portugal
| | - Andrew Rhodes
- grid.264200.20000 0000 8546 682XAdult Critical Care, St. George’s University Hospitals NHS Foundation Trust, St. George’s University of London, London, UK
| | - Lise Piquilloud
- grid.8515.90000 0001 0423 4662Adult Intensive Care Unit, Lausanne University Hospital and Lausanne University, Lausanne, Switzerland
| | - Glenn Hernandez
- grid.7870.80000 0001 2157 0406Departamento de Medicina Intensiva, Facultad de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Jukka Takala
- grid.5734.50000 0001 0726 5157Department of Intensive Care Medicine, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Hayley B. Gershengorn
- grid.26790.3a0000 0004 1936 8606Division of Pulmonary, Critical Care, and Sleep Medicine, University of Miami Miller School of Medicine, Miami, FL USA
| | - Miguel Tavares
- grid.413438.90000 0004 0574 5247Department of Anesthesiology, Critical Care, and Emergency Medicine, Hospital de Santo António - Centro Hospitalar Universitário Do Porto, Porto, Portugal
| | | | - Sheila N. Myatra
- grid.410871.b0000 0004 1769 5793Department of Anaesthesiology, Critical Care and Pain, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, Maharashtra India
| | - Mervyn Singer
- grid.83440.3b0000000121901201Division of Medicine, Bloomsbury Institute of Intensive Care Medicine, University College London, London, UK
| | - Ederlon Rezende
- grid.414644.70000 0004 0411 4654Hospital Do Servidor Público Estadual “Francisco Morato de Oliveira”, São Paulo, SP Brasil
| | - Hallie C. Prescott
- grid.214458.e0000000086837370Department of Medicine, University of Michigan, Ann Arbor, MI USA ,grid.497654.d0000 0000 8603 8958VA Center for Clinical Management Research, HSR&D Center of Innovation, Ann Arbor, MI USA
| | - Márcio Soares
- grid.472984.4Department of Critical Care, D’Or Institute for Research and Education (IDOR), Rio de Janeiro, Brazil
| | - Jean-François Timsit
- grid.411119.d0000 0000 8588 831XMedical and Infectious Diseases Intensive Care Unit (MI2), AP-HP, Bichat Hospital, Paris, France
| | - Dylan W. de Lange
- grid.7692.a0000000090126352Department of Intensive Care Medicine, University Medical Centre Utrecht, University Utrecht, Utrecht, The Netherlands
| | - Christian Jung
- grid.411327.20000 0001 2176 9917Division of Cardiology, Pulmonology and Vascular Medicine, Medical Faculty, University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, 40225 Düsseldorf, Germany
| | - Jan J. De Waele
- grid.410566.00000 0004 0626 3303Department of Critical Care Medicine, Ghent University Hospital, Ghent, Belgium
| | - Greg S. Martin
- grid.413274.70000 0004 0634 6969Department of Medicine, Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory University and Grady Memorial Hospital, Atlanta, GA USA
| | - Charlotte Summers
- grid.5335.00000000121885934Heart and Lung Research Institute, University of Cambridge, Cambridge, UK
| | - Elie Azoulay
- Medical Intensive Care Unit, Famirea Study Group, Paris, France
| | - Tomoko Fujii
- grid.470100.20000 0004 1756 9754Intensive Care Unit, Jikei University Hospital, Tokyo, Japan
| | - Anthony S. McLean
- grid.413243.30000 0004 0453 1183Department of Intensive Care Medicine, Nepean Hospital, Kingswood, NSW Australia
| | - Jean-Louis Vincent
- grid.4989.c0000 0001 2348 0746Department of Intensive Care, Erasme Hospital, Université Libre de Bruxelles, 1070 Brussels, Belgium
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14
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Hirshberg J, Geisheimer A, Ziegler J, Singh R, Yogendran M, Garland A. Effect of Air Transport Delay on Mortality in Critical Illness: A Population-Based Cohort Study. Air Med J 2023; 42:48-53. [PMID: 36710035 DOI: 10.1016/j.amj.2022.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 08/29/2022] [Accepted: 09/22/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE For critically ill patients in remote areas, we assessed the association of transport delay via fixed wing air ambulance on 30-day mortality, excluding interhospital transports. METHODS This was a retrospective cohort analysis of all such adult transports in Manitoba, Canada, over 5.4 years. Causal mediation analysis was used, with the Acute Physiology and Chronic Health Evaluation II Acute Physiology Score at the destination intensive care unit as the mediator. The covariates were age, sex, comorbidities, socioeconomic status, and physiologic variables from the sending site. RESULTS The primary cohort was composed of 554 patients; 113 (20.4%) died within 30 days. The total transport delay (mean ± standard deviation) was 5.1 ± 1.7 hours. Compared with no delay, the average 5-hour transport delay was associated with an odds ratio for mortality of 1.34 with a 95% confidence interval from 40% lower to 270% higher, with 60% of the influence of total travel time attributable to worsening of patients' acute physiologic status during the delay in intensive care unit admission due to transport. CONCLUSIONS Although these findings provide insufficient evidence for an effect of fixed wing air transport delay on mortality among critically ill patients, they underscore the need for additional and larger studies on this topic.
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Affiliation(s)
- Jonah Hirshberg
- Department of Anesthesiology, Perioperative and Pain Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Andrew Geisheimer
- Department of Anesthesiology, Perioperative and Pain Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Jennifer Ziegler
- Department of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Renate Singh
- Department of Anesthesiology, Perioperative and Pain Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Marina Yogendran
- Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Allan Garland
- Department of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada; Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, Manitoba, Canada.
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15
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Martín-Rodríguez F, López-Izquierdo R, Sanz-García A, Ortega GJ, Del Pozo Vegas C, Delgado-Benito JF, Castro Villamor MA, Soriano JB. Prehospital Respiratory Early Warning Score for airway management in-ambulance: A score comparison. Eur J Clin Invest 2023; 53:e13875. [PMID: 36121346 DOI: 10.1111/eci.13875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 08/30/2022] [Accepted: 09/15/2022] [Indexed: 12/15/2022]
Abstract
BACKGROUND Prehospital Respiratory Early Warning Scores to estimate the requirement for advanced respiratory support is needed. To develop a prehospital Respiratory Early Warning Score to estimate the requirement for advanced respiratory support. METHODS Multicentre, prospective, emergency medical services (EMS)-delivered, longitudinal cohort derivationvalidation study carried out in 59 ambulances and five hospitals across five Spanish provinces. Adults with acute diseases evaluated, supported and discharged to the Emergency Department with high priority were eligible. The primary outcome was the need for invasive or non-invasive respiratory support (NIRS or IRS) in the prehospital scope at the first contact with the patient. The measures included the following: epidemiological endpoints, prehospital vital signs (respiratory rate, pulse oximetry saturation, fraction of inspired oxygen, systolic and diastolic mean blood pressure, heart rate, tympanic temperature and consciousness level by the GCS). RESULTS Between 26 Oct 2018 and 26 Oct 2021, we enrolled 5793 cases. For NIRS prediction, the final model of the logistic regression included respiratory rate and pulse oximetry saturation/fraction of inspired oxygen ratio. For the IRS case, the motor response from the Glasgow Coma Scale was also included. The REWS showed an AUC of 0.938 (95% CI: 0.918-0.958), a calibration-in-large of 0.026 and a higher net benefit as compared with the other scores. CONCLUSIONS Our results showed that REWS is a remarkably aid for the decision-making process in the management of advanced respiratory support in prehospital care. Including this score in the prehospital scenario could improve patients' care and optimise the resources' management.
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Affiliation(s)
- Francisco Martín-Rodríguez
- Faculty of Medicine, Valladolid University, Valladolid, Spain.,Advanced Life Support, Emergency Medical Services (SACYL), Valladolid, Spain
| | - Raúl López-Izquierdo
- Faculty of Medicine, Valladolid University, Valladolid, Spain.,Emergency Department, Hospital Universitario Rio Hortega, Valladolid, Spain
| | - Ancor Sanz-García
- Data Analysis Unit, Health Research Institute, Hospital de la Princesa, Madrid, Spain
| | - Guillermo J Ortega
- Data Analysis Unit, Health Research Institute, Hospital de la Princesa, Madrid, Spain.,CONICET, Buenos Aires, Argentina
| | - Carlos Del Pozo Vegas
- Faculty of Medicine, Valladolid University, Valladolid, Spain.,Emergency Department, Hospital Clínico Universitario, Valladolid, Spain
| | | | | | - Joan B Soriano
- Facultad de Medicina, Universidad Autónoma de Madrid, Madrid, Spain.,Servicio de Neumología, Hospital Universitario de La Princesa, Madrid, Spain.,Centro de Investigación en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
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16
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Wick KD, Matthay MA, Ware LB. Pulse oximetry for the diagnosis and management of acute respiratory distress syndrome. THE LANCET. RESPIRATORY MEDICINE 2022; 10:1086-1098. [PMID: 36049490 PMCID: PMC9423770 DOI: 10.1016/s2213-2600(22)00058-3] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 01/30/2022] [Accepted: 02/10/2022] [Indexed: 02/07/2023]
Abstract
The diagnosis of acute respiratory distress syndrome (ARDS) traditionally requires calculation of the ratio of partial pressure of arterial oxygen to fraction of inspired oxygen (PaO2/FiO2) using arterial blood, which can be costly and is not possible in many resource-limited settings. By contrast, pulse oximetry is continuously available, accurate, inexpensive, and non-invasive. Pulse oximetry-based indices, such as the ratio of pulse-oximetric oxygen saturation to FiO2 (SpO2/FiO2), have been validated in clinical studies for the diagnosis and risk stratification of patients with ARDS. Limitations of the SpO2/FiO2 ratio include reduced accuracy in poor perfusion states or above oxygen saturations of 97%, and the potential for reduced accuracy in patients with darker skin pigmentation. Application of pulse oximetry to the diagnosis and management of ARDS, including formal adoption of the SpO2/FiO2 ratio as an alternative to PaO2/FiO2 to meet the diagnostic criterion for hypoxaemia in ARDS, could facilitate increased and earlier recognition of ARDS worldwide to advance both clinical practice and research.
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Affiliation(s)
- Katherine D Wick
- Departments of Medicine and Anesthesia, Cardiovascular Research Institute, University of California, San Francisco, CA, USA
| | - Michael A Matthay
- Departments of Medicine and Anesthesia, Cardiovascular Research Institute, University of California, San Francisco, CA, USA
| | - Lorraine B Ware
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine and Department of Pathology, Microbiology and Immunology, Vanderbilt University School of Medicine, Nashville, TN, USA.
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17
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Pérez-Guerrero P, Illanes-Álvarez F, Márquez-Ruiz D, Campaña-Gómez I, Cuesta-Sancho S, Márquez-Coello M, Girón-González JA. Implication of Neutrophils Extracellular Traps in the Pathogenesis of SARS-CoV-2 pneumonia. Biomedicines 2022; 10:biomedicines10102638. [PMID: 36289900 PMCID: PMC9599188 DOI: 10.3390/biomedicines10102638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 10/15/2022] [Accepted: 10/17/2022] [Indexed: 12/15/2022] Open
Abstract
Peripheral blood polymorphonuclear neutrophils (PMNs) forming extracellular traps (NETs), as well as endothelial- and platelet-derived parameters, have been analyzed in patients with SARS-CoV-2 pneumonia, and their prognostic role has been evaluated. Eighty-seven consecutive patients hospitalized with SARS-CoV-2 pneumonia were prospectively selected. A sample of 30 healthy individuals served as the control group. Clinical and oxygenation (oxygen saturation to fraction of inspired oxygen ratio—SpO2/FiO2) characteristics and PMNs forming NETs, serum levels of myeloperoxidase, E-selectin, vascular cell adhesion molecule 1—VCAM1—vascular endothelial growth factor, P-selectin, platelet factor 4 and plasma concentrations of D-dimer were evaluated at hospital admission, at discharge and 14 days after discharge. Intensive care unit admission or death was the primary composite endpoint. Patients showed a higher number of PMNs forming NETs than healthy controls. The absolute number of PMNs forming NETs was inversely correlated with oxygen status (SpO2/FiO2) and positively with inflammatory (C-reactive protein, ferritin) markers and VCAM1. A decrease in, but not a normalization of NETs and endothelial-derived parameters was observed in patients who survived. In conclusion, the formation of NETs runs parallel to that of other inflammatory and endothelial activation markers, and is inverse to the oxygenation parameters, supporting a pathogenic role for PMNs in this entity.
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Affiliation(s)
- Patricia Pérez-Guerrero
- Servicio de Medicina Interna, Hospital Universitario Puerta del Mar, Facultad de Medicina, Universidad de Cádiz, Instituto para la Investigación e Innovación Biomédica de Cádiz (INiBICA), 11009 Cádiz, Spain
| | - Francisco Illanes-Álvarez
- Servicio de Medicina Interna, Hospital Universitario Puerta del Mar, Facultad de Medicina, Universidad de Cádiz, Instituto para la Investigación e Innovación Biomédica de Cádiz (INiBICA), 11009 Cádiz, Spain
| | - Denisse Márquez-Ruiz
- Servicio de Medicina Interna, Hospital Universitario Puerta del Mar, Facultad de Medicina, Universidad de Cádiz, Instituto para la Investigación e Innovación Biomédica de Cádiz (INiBICA), 11009 Cádiz, Spain
| | - Irene Campaña-Gómez
- Servicio de Medicina Interna, Hospital Universitario Puerta del Mar, Facultad de Medicina, Universidad de Cádiz, Instituto para la Investigación e Innovación Biomédica de Cádiz (INiBICA), 11009 Cádiz, Spain
| | - Sara Cuesta-Sancho
- Departamento de Inmunología, Facultad de Medicina, Universidad de Valladolid, 47003 Valladolid, Spain
| | - Mercedes Márquez-Coello
- Servicio de Medicina Interna, Hospital Universitario Puerta del Mar, Facultad de Medicina, Universidad de Cádiz, Instituto para la Investigación e Innovación Biomédica de Cádiz (INiBICA), 11009 Cádiz, Spain
| | - José-Antonio Girón-González
- Servicio de Medicina Interna, Hospital Universitario Puerta del Mar, Facultad de Medicina, Universidad de Cádiz, Instituto para la Investigación e Innovación Biomédica de Cádiz (INiBICA), 11009 Cádiz, Spain
- Correspondence:
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18
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Kansal A, Ong WJD, Dhanvijay S, Siosana ATP, Padillo LM, Tan CK, Gulati Kansal M, Khan FA. Comparison of ROX index (SpO 2/FIO 2 ratio/respiratory rate) with a modified dynamic index incorporating PaO 2/FIO 2 ratio and heart rate to predict high flow nasal cannula outcomes among patients with acute respiratory failure: a single centre retrospective study. BMC Pulm Med 2022; 22:350. [PMID: 36114516 PMCID: PMC9482300 DOI: 10.1186/s12890-022-02121-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 08/23/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND High flow nasal cannula (HFNC) is increasingly being used to support patients with acute respiratory failure (ARF) and to avoid need for intubation. However, almost one third of the patients do not respond and require escalation of respiratory support. Previously, ROX index (SpO2/FIO2 [SF] ratio/respiratory rate) has been validated among pneumonia patients to facilitate early recognition of patients likely to fail HFNC and therefore, benefit from timely interventions. However, it has been postulated that incorporation of PaO2/FIO2 (PF) ratio from arterial blood gas (ABG) analysis may better predict the outcome of HFNC compared to indices that utilizes SF ratio. Similarly, heart rate increase after HFNC therapy initiation has been found to be associated with HFNC failure. Therefore, we aimed to compare ROX index with a new modified index to predict HFNC outcomes among ARF patients. MATERIALS AND METHODS This single centre 2-year retrospective study included ARF patients of varying etiologies treated with HFNC. The modified index incorporated heart rate and substituted PF ratio for SF ratio in addition to respiratory rate. We named the index POX-HR and calculated Delta POX-HR index as the difference pre- and post-HFNC initiation POX-HR. We also recorded ROX index at the time when post-HFNC initiation ABG was done ('post-HFNC initiation ROX') and calculated Delta ROX. HFNC success was defined as no need of escalation of respiratory support or discharged to ward within 48 h of HFNC initiation, or successful wean off HFNC for at least 12 h. Evaluation was performed using area under the receiver operating characteristic curve (AUROC) and cut-offs assessed for prediction of HFNC outcomes. RESULTS One hundred eleven patients were initiated on HFNC for ARF, of whom 72 patients (64.9%) had HFNC success. Patients with HFNC failure had significantly lower values for all the indices. At median of 3.33 h (IQR 1.48-7.24 h), Delta POX-HR demonstrated the best prediction accuracy (AUROC 0.813, 95% CI 0.726-0.900). A Delta POX-HR > 0.1 was significantly associated with a lower risk of HFNC failure. CONCLUSIONS Our proposed modified dynamic index (Delta POX-HR) may facilitate early and accurate prediction of HFNC outcomes compared to ROX index among ARF patients of varied etiologies.
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Affiliation(s)
- Amit Kansal
- Department of Intensive Care Medicine, Ng Teng Fong General Hospital, Jurong Health Campus, National University Health System, 1 Jurong East Street 21, Singapore, 609606, Singapore.
| | - Wei Jun Dan Ong
- Department of Respiratory Therapy, Ng Teng Fong General Hospital, National University Health System, 1 Jurong East Street 21, Singapore, 609606, Singapore
| | - Shekhar Dhanvijay
- Department of Intensive Care Medicine, Ng Teng Fong General Hospital, Jurong Health Campus, National University Health System, 1 Jurong East Street 21, Singapore, 609606, Singapore
| | - Arbe Tisha Pepito Siosana
- Department of Respiratory Therapy, Ng Teng Fong General Hospital, National University Health System, 1 Jurong East Street 21, Singapore, 609606, Singapore
| | - Loraine Mae Padillo
- Department of Respiratory Therapy, Ng Teng Fong General Hospital, National University Health System, 1 Jurong East Street 21, Singapore, 609606, Singapore
| | - Chee Keat Tan
- Department of Intensive Care Medicine, Ng Teng Fong General Hospital, Jurong Health Campus, National University Health System, 1 Jurong East Street 21, Singapore, 609606, Singapore
| | - Monika Gulati Kansal
- Department of Intensive Care Medicine, Ng Teng Fong General Hospital, Jurong Health Campus, National University Health System, 1 Jurong East Street 21, Singapore, 609606, Singapore
| | - Faheem Ahmed Khan
- Department of Intensive Care Medicine, Ng Teng Fong General Hospital, Jurong Health Campus, National University Health System, 1 Jurong East Street 21, Singapore, 609606, Singapore
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19
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Ortiz G, Bastidas A, Garay-Fernández M, Lara A, Benavides M, Rocha E, Buitrago A, Díaz G, Ordóñez J, Reyes LF. Correlation and validity of imputed PaO2/FiO2 and SpO2/FiO2 in patients with invasive mechanical ventilation at 2600m above sea level. Med Intensiva 2022; 46:501-507. [PMID: 36057441 DOI: 10.1016/j.medine.2021.05.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2021] [Accepted: 05/04/2021] [Indexed: 06/15/2023]
Abstract
OBJECTIVE To establish the correlation and validity between PaO2/FiO2 obtained on arterial gases versus noninvasive methods (linear, nonlinear, logarithmic imputation of PaO2/FiO2 and SpO2/FiO2) in patients under mechanical ventilation living at high altitude. DESIGN Ambispective descriptive multicenter cohort study. SETTING Two intensive care units (ICU) from Colombia at 2600m a.s.l. PATIENTS OR PARTICIPANTS Consecutive critically ill patients older than 18 years with at least 24h of mechanical ventilation were included from June 2016 to June 2019. INTERVENTIONS None. VARIABLES Variables analyzed were demographic, physiological messures, laboratory findings, oxygenation index and clinical condition. Nonlinear, linear and logarithmic imputation formulas were used to calculate PaO2 from SpO2, and at the same time the SpO2/FiO2 by severe hypoxemia diagnosis. The intraclass correlation coefficient, area under the ROC curve, sensitivity, specificity, positive predictive value, negative predictive value, positive and negative likelihood ratio were calculated. RESULTS The correlation between PaO2/FiO2 obtained from arterial gases, PaO2/FiO2 derived from one of the proposed methods (linear, non-linear, and logarithmic formula), and SpO2/FiO2 measured by the intraclass correlation coefficient was high (greater than 0.77, p<0.001). The different imputation methods and SpO2/FiO2 have a similar diagnostic performance in patients with severe hypoxemia (PaO2/FiO2 <150). PaO2/FiO2 linear imputation AUC ROC 0,84 (IC 0.81-0.87, p<0.001), PaO2/FiO2 logarithmic imputation AUC ROC 0.84 (IC 0.80-0.87, p<0.001), PaO2/FiO2 non-linear imputation AUC ROC 0.82 (IC 0.79-0.85, p<0.001), SpO2/FiO2 oximetry AUC ROC 0.84 (IC 0.81-0.87, p<0.001). CONCLUSIONS At high altitude, the SaO2/FiO2 ratio and the imputed PaO2/FiO2 ratio have similar diagnostic performance in patients with severe hypoxemia ventilated by various pathological conditions.
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Affiliation(s)
- G Ortiz
- Pulmonary Medicine, Universidad El Bosque, Intensive Care Unit, Hospital Santa Clara Bogotá, Colombia
| | - A Bastidas
- School of Medicine, Universidad de la Sabana, Clínica Universidad de La Sabana, Chía, Colombia.
| | - M Garay-Fernández
- Pulmonary Medicine Universidad El Bosque, Intensive Care Unit, Hospital Santa Clara Bogotá, Colombia
| | - A Lara
- Pulmonary Medicine Universidad El Bosque, Intensive Care Unit, Hospital Santa Clara Bogotá, Colombia
| | - M Benavides
- Pulmonary Medicine Universidad El Bosque, Intensive Care Unit, Hospital Santa Clara Bogotá, Colombia
| | - E Rocha
- Intensive Care Unit, Hospital Santa Clara Bogotá, Colombia
| | - A Buitrago
- Pulmonary Medicine Universidad El Bosque, Intensive Care Unit, Hospital Santa Clara Bogotá, Colombia
| | - G Díaz
- Pulmonary Medicine Universidad El Bosque, Intensive Care Unit, Hospital Santa Clara Bogotá, Colombia
| | - J Ordóñez
- Pulmonary Medicine Universidad El Bosque, Intensive Care Unit, Hospital Santa Clara Bogotá, Colombia
| | - L F Reyes
- School of Medicine, Universidad de la Sabana, Clínica Universidad de La Sabana, Chía, Colombia
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20
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Castellví I, Castillo D, Corominas H, Mariscal A, Orozco S, Benito N, Pomar V, Baucells A, Mur I, de la Rosa-Carrillo D, Lobo D, Millan AM, Hernández de Sosa N, Filella D, Matas L, Martínez-Martínez L, Juarez C, Casademont J, Domingo P. Krebs von den Lungen-6 glycoprotein circulating levels are not useful as prognostic marker in COVID-19 pneumonia: A large prospective cohort study. Front Med (Lausanne) 2022; 9:973918. [PMID: 36004366 PMCID: PMC9393380 DOI: 10.3389/fmed.2022.973918] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Accepted: 07/19/2022] [Indexed: 01/08/2023] Open
Abstract
Coronavirus disease 2019 (COVID-19) has rapidly expanded worldwide. Currently, there are no biomarkers to predict respiratory worsening in patients with mild to moderate COVID-19 pneumonia. Small studies explored the use of Krebs von de Lungen-6 circulating serum levels (sKL-6) as a prognostic biomarker of the worsening of COVID-19 pneumonia. We aimed at a large study to determine the prognostic value of sKL-6 in predicting evolving trends in COVID-19. We prospectively analyzed the characteristics of 836 patients with COVID-19 with mild lung disease on admission. sKL-6 was obtained in all patients at least at baseline and compared among patients with or without respiratory worsening. The receiver operating characteristic curve was used to find the optimal cutoff level. A total of 159 (19%) patients developed respiratory worsening during hospitalization. Baseline sKL-6 levels were not higher in patients who had respiratory worsening (median {IQR} 315.5 {209–469} vs. 306 {214–423} U/ml p = 0.38). The last sKL-6 and the change between baseline and last sKL-6 were higher in the respiratory worsening group (p = 0.02 and p < 0.0001, respectively). The best sKL-6 cutoff point for respiratory worsening was 497 U/ml (area under the curve 0.52; 23% sensitivity and 85% specificity). sKL-6 was not found to be an independent predictor of respiratory worsening. A conditional inference tree (CTREE) was not useful to discriminate patients at risk of worsening. We found that sKL-6 had a low sensibility to predict respiratory worsening in patients with mild-moderate COVID-19 pneumonia and may not be of use to assess the risk of present respiratory worsening in inpatients with COVID-19 pneumonia.
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Affiliation(s)
- Ivan Castellví
- Department of Rheumatology and Systemic Autoimmune Diseases, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
- *Correspondence: Ivan Castellví
| | - Diego Castillo
- Department of Pneumology, Hospital Universitari de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Hèctor Corominas
- Department of Rheumatology and Systemic Autoimmune Diseases, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Anaís Mariscal
- Department of Immunology, Hospital Universitari de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Sandra Orozco
- Department of Pneumology, Hospital Universitari de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Natividad Benito
- Division of Infectious Diseases, Hospital Universitari de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Virginia Pomar
- Division of Infectious Diseases, Hospital Universitari de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Andrés Baucells
- Department of Immunology, Hospital Universitari de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Isabel Mur
- Division of Infectious Diseases, Hospital Universitari de la Santa Creu i Sant Pau, Barcelona, Spain
| | | | - David Lobo
- Department of Immunology, Hospital Universitari de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Ana Milena Millan
- Department of Immunology, Hospital Universitari de la Santa Creu i Sant Pau, Barcelona, Spain
| | | | - David Filella
- Department of Internal Medicine, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Laia Matas
- Department of Internal Medicine, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Laura Martínez-Martínez
- Department of Immunology, Hospital Universitari de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Cándido Juarez
- Department of Immunology, Hospital Universitari de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Jordi Casademont
- Department of Internal Medicine, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Pere Domingo
- Division of Infectious Diseases, Hospital Universitari de la Santa Creu i Sant Pau, Barcelona, Spain
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21
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Fazzini B, Fowler AJ, Pearse R, Puthucheary Z. Adjusting meta-analysis data to reduce heterogeneity: the need for objective evaluation of observational studies. Response to Br J Anaesth 2022; 128: e303-5. Br J Anaesth 2022; 129:e10-e12. [PMID: 35491263 DOI: 10.1016/j.bja.2022.03.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Accepted: 03/23/2022] [Indexed: 11/02/2022] Open
Affiliation(s)
- Brigitta Fazzini
- Adult Critical Care Unit, The Royal London Hospital, Barts Health NHS Trust, London, UK.
| | - Alexander J Fowler
- Adult Critical Care Unit, The Royal London Hospital, Barts Health NHS Trust, London, UK; William Harvey Research Institute, Queen Mary University of London, London, UK
| | - Rupert Pearse
- Adult Critical Care Unit, The Royal London Hospital, Barts Health NHS Trust, London, UK; William Harvey Research Institute, Queen Mary University of London, London, UK
| | - Zudin Puthucheary
- Adult Critical Care Unit, The Royal London Hospital, Barts Health NHS Trust, London, UK; William Harvey Research Institute, Queen Mary University of London, London, UK
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22
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Criner GJ, Lang FM, Gottlieb RL, Mathews KS, Wang TS, Rice TW, Madduri D, Bellam S, Jeanfreau R, Case AH, Glassberg MK, Lyon GM, Ahmad K, Mendelson R, DiMaio JM, Tran MP, Spak CW, Abbasi JA, Davis SG, Ghamande S, Shen S, Sherman L, Lowry S. Anti-Granulocyte-Macrophage Colony-Stimulating Factor Monoclonal Antibody Gimsilumab for COVID-19 Pneumonia: A Randomized, Double-Blind, Placebo-controlled Trial. Am J Respir Crit Care Med 2022; 205:1290-1299. [PMID: 35290169 PMCID: PMC9873114 DOI: 10.1164/rccm.202108-1859oc] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2021] [Accepted: 03/15/2022] [Indexed: 01/27/2023] Open
Abstract
Rationale: GM-CSF (granulocyte-macrophage colony-stimulating factor) has emerged as a promising target against the hyperactive host immune response associated with coronavirus disease (COVID-19). Objectives: We sought to investigate the efficacy and safety of gimsilumab, an anti-GM-CSF monoclonal antibody, for the treatment of hospitalized patients with elevated inflammatory markers and hypoxemia secondary to COVID-19. Methods: We conducted a 24-week randomized, double-blind, placebo-controlled trial, BREATHE (Better Respiratory Education and Treatment Help Empower), at 21 locations in the United States. Patients were randomized 1:1 to receive two doses of intravenous gimsilumab or placebo 1 week apart. The primary endpoint was all-cause mortality rate at Day 43. Key secondary outcomes were ventilator-free survival rate, ventilator-free days, and time to hospital discharge. Enrollment was halted early for futility based on an interim analysis. Measurements and Main Results: Of the planned 270 patients, 225 were randomized and dosed; 44.9% of patients were Hispanic or Latino. The gimsilumab and placebo groups experienced an all-cause mortality rate at Day 43 of 28.3% and 23.2%, respectively (adjusted difference = 5% vs. placebo; 95% confidence interval [-6 to 17]; P = 0.377). Overall mortality rates at 24 weeks were similar across the treatment arms. The key secondary endpoints demonstrated no significant differences between groups. Despite the high background use of corticosteroids and anticoagulants, adverse events were generally balanced between treatment groups. Conclusions: Gimsilumab did not improve mortality or other key clinical outcomes in patients with COVID-19 pneumonia and evidence of systemic inflammation. The utility of anti-GM-CSF therapy for COVID-19 remains unclear. Clinical trial registered with www.clinicaltrials.gov (NCT04351243).
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Affiliation(s)
- Gerard J. Criner
- Department of Thoracic Medicine and Surgery, Lewis Katz School of Medicine, Temple University, Philadelphia, Pennsylvania
| | - Frederick M. Lang
- Roivant Sciences, New York, New York
- Kinevant Sciences, a wholly-owned subsidiary of Roivant Sciences, New York, New York
- Columbia University Vagelos College of Physicians and Surgeons, New York, New York
| | - Robert L. Gottlieb
- Baylor University Medical Center, Dallas, Texas
- Baylor Scott & White The Heart Hospital–Plano, Plano, Texas
- Baylor Scott & White Heart and Vascular Hospital, Dallas, Texas
| | | | - Tisha S. Wang
- University of California Los Angeles David Geffen School of Medicine, Los Angeles, California
| | - Todd W. Rice
- Vanderbilt University Medical Center, Nashville, Tennessee
| | - Deepu Madduri
- Icahn School of Medicine at Mount Sinai, New York, New York
| | - Shashi Bellam
- NorthShore University HealthSystem, Evanston, Illinois
| | | | | | - Marilyn K. Glassberg
- University of Arizona College of Medicine/Banner University Medical Center, Phoenix, Arizona
| | | | | | | | | | - MaryAnn P. Tran
- Baylor Scott & White Medical Center–Round Rock, Round Rock, Texas
| | - Cedric W. Spak
- Baylor University Medical Center, Dallas, Texas
- Texas Centers for Infectious Disease Associates, Dallas, Texas
| | - Jamil A. Abbasi
- Baylor Scott & White All Saints Medical Center, Fort Worth, Texas
| | | | | | - Steven Shen
- Roivant Sciences, New York, New York
- Kinevant Sciences, a wholly-owned subsidiary of Roivant Sciences, New York, New York
- Sumitovant Biopharma, New York, New York
| | - Lisa Sherman
- Roivant Sciences, New York, New York
- Kinevant Sciences, a wholly-owned subsidiary of Roivant Sciences, New York, New York
| | - Simon Lowry
- Roivant Sciences, New York, New York
- Kinevant Sciences, a wholly-owned subsidiary of Roivant Sciences, New York, New York
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23
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Zhou L, Meng X, Huang Y, Kang K, Zhou J, Chu Y, Li H, Xie D, Zhang J, Yang W, Bai N, Zhao Y, Zhao M, Wang G, Carin L, Xiao X, Yu K, Qiu Z, Gao X. An interpretable deep learning workflow for discovering subvisual abnormalities in CT scans of COVID-19 inpatients and survivors. NAT MACH INTELL 2022. [DOI: 10.1038/s42256-022-00483-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
AbstractTremendous efforts have been made to improve diagnosis and treatment of COVID-19, but knowledge on long-term complications is limited. In particular, a large portion of survivors has respiratory complications, but currently, experienced radiologists and state-of-the-art artificial intelligence systems are not able to detect many abnormalities from follow-up computerized tomography (CT) scans of COVID-19 survivors. Here we propose Deep-LungParenchyma-Enhancing (DLPE), a computer-aided detection (CAD) method for detecting and quantifying pulmonary parenchyma lesions on chest CT. Through proposing a number of deep-learning-based segmentation models and assembling them in an interpretable manner, DLPE removes irrelevant tissues from the perspective of pulmonary parenchyma, and calculates the scan-level optimal window, which considerably enhances parenchyma lesions relative to the lung window. Aided by DLPE, radiologists discovered novel and interpretable lesions from COVID-19 inpatients and survivors, which were previously invisible under the lung window. Based on DLPE, we removed the scan-level bias of CT scans, and then extracted precise radiomics from such novel lesions. We further demonstrated that these radiomics have strong predictive power for key COVID-19 clinical metrics on an inpatient cohort of 1,193 CT scans and for sequelae on a survivor cohort of 219 CT scans. Our work sheds light on the development of interpretable medical artificial intelligence and showcases how artificial intelligence can discover medical findings that are beyond sight.
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Machine learning based algorithms to impute PaO 2 from SpO 2 values and development of an online calculator. Sci Rep 2022; 12:8235. [PMID: 35581469 PMCID: PMC9114384 DOI: 10.1038/s41598-022-12419-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Accepted: 02/15/2022] [Indexed: 02/08/2023] Open
Abstract
We created an online calculator using machine learning (ML) algorithms to impute the partial pressure of oxygen (PaO2)/fraction of delivered oxygen (FiO2) ratio using the non-invasive peripheral saturation of oxygen (SpO2) and compared the accuracy of the ML models we developed to published equations. We generated three ML algorithms (neural network, regression, and kernel-based methods) using seven clinical variable features (N = 9900 ICU events) and subsequently three features (N = 20,198 ICU events) as input into the models. Data from mechanically ventilated ICU patients were obtained from the publicly available Medical Information Mart for Intensive Care (MIMIC III) database and used for analysis. Compared to seven features, three features (SpO2, FiO2 and PEEP) were sufficient to impute PaO2 from the SpO2. Any of the ML models enabled imputation of PaO2 from the SpO2 with lower error and showed greater accuracy in predicting PaO2/FiO2 ≤ 150 compared to the previously published log-linear and non-linear equations. To address potential hidden hypoxemia that occurs more frequently in Black patients, we conducted sensitivity analysis and show ML models outperformed published equations in both Black and White patients. Imputation using data from an independent validation cohort of ICU patients (N = 133) showed greater accuracy with ML models.
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Khaled L, Godet T, Jaber S, Chanques G, Asehnoune K, Bourdier J, Araujo L, Futier E, Pereira B. Intraoperative protective mechanical ventilation in patients requiring emergency abdominal surgery: the multicentre prospective randomised IMPROVE-2 study protocol. BMJ Open 2022; 12:e054823. [PMID: 35523498 PMCID: PMC9083403 DOI: 10.1136/bmjopen-2021-054823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
UNLABELLED IntroductionEmergency abdominal surgery is associated with a high risk of postoperative complications. One of the most serious is postoperative respiratory failure (PRF), with reported rates up to 20%-30% and attributable 30-day mortality that can exceed 20%.Lung-protective ventilation, especially the use of low tidal volume, may help reducing the risk of lung injury. The role of positive end-expiratory pressure (PEEP) and recruitment manoeuvre (RM) remains however debated. We aim to evaluate whether a strategy aimed at increasing alveolar recruitment by using higher PEEP levels and RM could be more effective at reducing PRF and mortality after emergency abdominal surgery than a strategy aimed at minimising alveolar distension by using lower PEEP levels without RM. METHODS AND ANALYSIS The IMPROVE-2 study is a multicentre randomised, parallel-group clinical trial of 680 patients requiring emergency abdominal surgery under general anaesthesia. Patients will be randomly allocated in a 1:1 ratio to receive either low PEEP levels (≤5 cm H2O) without RM or high PEEP levels individually adjusted according to driving pressure in addition to RM, stratified by centre and according to the presence of shock and hypoxaemia at randomisation. The primary endpoint is a composite of PRF and all-cause mortality by day 30 or hospital discharge. Data will be analysed on the intention-to-treat principle and a per-protocol basis. ETHICS AND DISSEMINATION IMPROVE-2 trial has been approved by an independent ethics committee for all study centres. Participant recruitment began in February 2021. Results will be submitted for publication in international peer-reviewed journals. TRIAL REGISTRATION NUMBER NCT03987789.
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Affiliation(s)
- Louisa Khaled
- Departement Anesthésie Réanimation, Centre Hospitalier Universitaire (CHU) Clermont-Ferrand, Clermont-Ferrand, France
| | - Thomas Godet
- Departement Anesthésie Réanimation, Centre Hospitalier Universitaire (CHU) Clermont-Ferrand, Clermont-Ferrand, France
| | - Samir Jaber
- Département Anesthésie Réanimation B (DAR B), Centre Hospitalier Universitaire (CHU) Montpellier, Montpellier, France
| | - Gerald Chanques
- Département Anesthésie Réanimation B (DAR B), Centre Hospitalier Universitaire (CHU) Montpellier, Montpellier, France
| | - Karim Asehnoune
- Département Anesthésie Réanimation, Centre Hospitalier Universitaire (CHU) Nantes, Nantes, France
| | - Justine Bourdier
- Direction de la Recherche Clinique & Innovation (DRCI), CHU Clermont-Ferrand, Clermont-Ferrand, France
| | - Lynda Araujo
- Direction de la Recherche Clinique & Innovation (DRCI), CHU Clermont-Ferrand, Clermont-Ferrand, France
| | - Emmanuel Futier
- Departement Anesthésie Réanimation, Centre Hospitalier Universitaire (CHU) Clermont-Ferrand, Clermont-Ferrand, France
- Inserm U-1103, Université Clermont Auvergne (UCA), Clermont-Ferrand, France
| | - Bruno Pereira
- Direction de la Recherche Clinique & Innovation (DRCI), CHU Clermont-Ferrand, Clermont-Ferrand, France
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Young AA, Rosas LE, Cooper ES, Yaxley PE, Davis IC. Impact of cytidine diphosphocholine on oxygenation in client-owned dogs with aspiration pneumonia. J Vet Intern Med 2022; 36:1089-1099. [PMID: 35484990 PMCID: PMC9151482 DOI: 10.1111/jvim.16434] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 04/08/2022] [Accepted: 04/12/2022] [Indexed: 01/31/2023] Open
Abstract
BACKGROUND New drugs for veterinary patients with acute respiratory distress syndrome (ARDS) are urgently needed. Early or late postinfection treatment of influenza-infected mice with the liponucleotide cytidine diphosphocholine (CDP-choline) resulted in decreased hypoxemia, pulmonary edema, lung dysfunction, and inflammation without altering viral replication. These findings suggested CDP-choline could have benefit as adjunctive treatment for ARDS in veterinary patients (VetARDS). OBJECTIVES Determine if parenterally administered CDP-choline can attenuate mild VetARDS in dogs with aspiration pneumonia. ANIMALS Dogs admitted to a veterinary intensive care unit (ICU) for aspiration pneumonia. METHODS Subjects were enrolled in a randomized, double-blinded, placebo-controlled trial of treatment with vehicle (0.1 mL/kg sterile 0.9% saline, IV; n = 8) or CDP-choline (5 mg/kg in 0.1 mL/kg 0.9% saline, IV; n = 9) q12h over the first 48 hours after ICU admission. RESULTS No significant differences in signalment or clinical findings were found between placebo- and CDP-choline-treated dogs on admission. All dogs exhibited tachycardia, tachypnea, hypertension, hypoxemia, hypocapnia, lymphopenia, and neutrophilia. CDP-choline administration resulted in rapid, progressive, and clinically relevant increases in oxygenation as determined by pulse oximetry and ratios of arterial oxygen partial pressure (Pa O2 mmHg) to fractional inspired oxygen (% Fi O2 ) and decreases in alveolar-arterial (A-a) gradients that did not occur in placebo (saline)-treated animals. Treatment with CDP-choline was also associated with less platelet consumption over the first 48 hours, but had no detectable detrimental effects. CONCLUSIONS AND CLINICAL IMPORTANCE Ctyidine diphosphcholine acts rapidly to promote gas exchange in dogs with naturally occurring aspiration pneumonia and is a potential adjunctive treatment in VetARDS patients.
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Affiliation(s)
- Anda A. Young
- Division of Small Animal Emergency and Critical Care Medicine, Department of Veterinary Clinical SciencesThe Ohio State UniversityColumbusOhioUSA
| | - Lucia E. Rosas
- Department of Veterinary BiosciencesThe Ohio State UniversityColumbusOhioUSA
| | - Edward S. Cooper
- Division of Small Animal Emergency and Critical Care Medicine, Department of Veterinary Clinical SciencesThe Ohio State UniversityColumbusOhioUSA
| | - Page E. Yaxley
- Division of Small Animal Emergency and Critical Care Medicine, Department of Veterinary Clinical SciencesThe Ohio State UniversityColumbusOhioUSA
| | - Ian C. Davis
- Department of Veterinary BiosciencesThe Ohio State UniversityColumbusOhioUSA
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Guo J, Lin WHW, Zucker JE, Nandakumar R, Uhlemann AC, Wang S, Shivakoti R. Inflammation and Mortality in COVID-19 Hospitalized Patients With and Without Type 2 Diabetes. J Clin Endocrinol Metab 2022; 107:e1961-e1968. [PMID: 34999821 PMCID: PMC8755390 DOI: 10.1210/clinem/dgac003] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Indexed: 12/15/2022]
Abstract
CONTEXT COVID-19 mortality is increased in patients with diabetes. A common hypothesis is that the relationship of inflammation with COVID-19 mortality differs by diabetes status. OBJECTIVE The aim of this study was to determine the relationship of inflammation with mortality in COVID-19 hospitalized patients and to assess if the relationship differs by strata of type 2 diabetes status. METHODS A case-control (died-survived) study of 538 COVID-19 hospitalized patients, stratified by diabetes status, was conducted at Columbia University Irving Medical Center. We quantified the levels of 8 cytokines and chemokines in serum, including interferon (IFN)-α2, IFN-γ, interleukin (IL)-1α, IL-1β, IL-6, IL-8/CXCL8, IFNγ-induced protein 10 (IP10)/CXCL10 and tumor necrosis factor α (TNF-α) using immunoassays. Logistic regression models were used to model the relationships of log-transformed inflammatory markers (or their principal components) and mortality. RESULTS In multiple logistic regression models, higher serum levels of IL-6 (adjusted odds ratio [aOR]:1.74, 95% CI [1.48, 2.06]), IL-8 (aOR: 1.75 [1.41, 2.19]) and IP10 (aOR: 1.36 [1.24, 1.51]), were significantly associated with mortality. This association was also seen in second principal component with loadings reflecting similarities among these 3 markers (aOR: 1.88 [1.54-2.31]). Significant positive association of these same inflammatory markers with mortality was also observed within each strata of diabetes. CONCLUSION We show that mortality in COVID-19 patients is associated with elevated serum levels of innate inflammatory cytokine IL-6 and inflammatory chemokines IL-8 and IP10. This relationship is consistent across strata of diabetes, suggesting interventions targeting these innate immune pathways could potentially also benefit patients with diabetes.
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Affiliation(s)
- Jia Guo
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY 10032, USA
| | - Wen-Hsuan W Lin
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Jason E Zucker
- Department of Medicine, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Renu Nandakumar
- Irving Institute for Clinical and Translational Research, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Anne-Catrin Uhlemann
- Department of Medicine, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Shuang Wang
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY 10032, USA
| | - Rupak Shivakoti
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY 10032, USA
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Padrão EMH, Rahhal H, Valente FS, Besen BAMP. Methodological issues in meta-analyses of observational studies: the need for attention to the details. Br J Anaesth 2022; 128:e303-e305. [PMID: 35248355 PMCID: PMC8890671 DOI: 10.1016/j.bja.2022.01.033] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 01/26/2022] [Accepted: 01/31/2022] [Indexed: 01/03/2023] Open
Affiliation(s)
| | - Hassan Rahhal
- Universidade de São Paulo, Departamento de Clínica Médica, São Paulo, Brazil
| | - Fernando S Valente
- Universidade de São Paulo, Departamento de Clínica Médica, São Paulo, Brazil
| | - Bruno A M P Besen
- Universidade de São Paulo, Departamento de Clínica Médica, São Paulo, Brazil
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Proning in COVID-19 Acute Respiratory Distress Syndrome: Role of Paralytics. Crit Care Explor 2022; 4:e0646. [PMID: 35211685 PMCID: PMC8863123 DOI: 10.1097/cce.0000000000000646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
OBJECTIVES: Although proning is beneficial to acute respiratory distress syndrome, impressions vary about its efficacy. Some providers believe that paralysis is required to facilitate proning. We studied impact of paralysis on prone-induced gas exchange improvements and provider attitudes regarding paralytics. DESIGN: Observational. SETTING: University of California San Diego. PATIENTS: Intubated COVID acute respiratory distress syndrome patients. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: 1) Changes in Pao2:Fio2 and Spo2:Fio2 ratios before and after proning with and without paralytics, 2) adverse events during proning with and without paralytics, and 3) nurse and physician attitudes about efficacy/safety of proning with and without paralytics. Gas-exchange improvement with proning was similar with and without paralytics (with no serious adverse events). Survey results showed similar attitudes between nurses and physicians about proning efficacy but differing attitudes about the need for paralytics with proning. CONCLUSIONS: Findings support use of proning and may help in design of randomized trials to assess paralytics in acute respiratory distress syndrome management.
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Wongsurakiat P, Sunhapanit S, Muangman N. Respiratory syncytial virus-associated acute respiratory illness in adult non-immunocompromised patients: Outcomes, determinants of outcomes, and the effect of oral ribavirin treatment. Influenza Other Respir Viruses 2022; 16:767-779. [PMID: 35150065 PMCID: PMC9178057 DOI: 10.1111/irv.12971] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 01/19/2022] [Indexed: 12/20/2022] Open
Abstract
Background Respiratory syncytial virus (RSV) is an increasingly common cause of respiratory illness in adult non‐immunocompromised patients. Oral ribavirin was reported to improve outcomes of RSV infection in immunocompromised patients. This study aimed to determine the outcomes of non‐immunocompromised patients hospitalized with RSV‐associated acute respiratory illnesses (RSV‐ARI), the factors independently associated with the outcomes and the effect of oral ribavirin treatment. Methods This retrospective, observational cohort study included 175 adults admitted to the hospital with virologically confirmed RSV‐ARI during 2014–2019. Severe ARI was identified using Infectious Diseases Society of America/American Thoracic Society (IDSA/ATS) criteria for severe community‐acquired pneumonia. The primary outcome was all‐cause mortality within 30 days after enrollment. A multivariable Cox model was performed to identify significant predictors of mortality. Results Mean age was 76 ± 12.7 years. Seventy‐eight (44.6%) patients met the diagnostic criteria for severe ARI. Thirty‐six (20.6%) patients required invasive mechanical ventilation, and 11 (6.3%) required vasopressor. Ninety‐nine (56.6%) patients received oral ribavirin treatment, and 52 (29.7%) received systemic corticosteroids. Forty‐one (23.4%) patients had evidence of bacterial infection. Overall mortality was 7.4%. Mortality among patients with non‐severe ARI and severe ARI was 1.04% and 15.4%, respectively. Estimated glomerular filtration rate <50 ml/min/1.73 m2, severe ARI, systemic corticosteroids, and bacterial infection were independently associated with higher risk of mortality. Treatment with oral ribavirin was the only factor associated with reduced mortality (adjusted HR: 0.19, 95% CI: 0.04–0.9, P = 0.03). Conclusion RSV‐ARI may result in significant mortality and health care utilization. Treatment with oral ribavirin may improve survival in these patients.
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Affiliation(s)
- Phunsup Wongsurakiat
- Division of Respiratory Diseases and Tuberculosis, Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | | | - Nisa Muangman
- Diagnostic Division, Department of Radiology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
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Protocol to assess performance of crisis standards of care guidelines for clinical triage. STAR Protoc 2021; 2:100943. [PMID: 34786562 PMCID: PMC8580414 DOI: 10.1016/j.xpro.2021.100943] [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] [Indexed: 11/25/2022] Open
Abstract
During the COVID-19 pandemic, US states developed Crisis Standards of Care (CSC) algorithms to triage allocation of scarce resources to maximize population-wide benefit. While CSC algorithms were developed by ethical debate, this protocol guides their quantitative assessment. For CSC algorithms, this protocol addresses (1) adapting algorithms for empirical study, (2) quantifying predictive accuracy, and (3) simulating clinical decision-making. This protocol provides a framework for healthcare systems and governments to test the performance of CSC algorithms to ensure they meet their stated ethical goals. For complete details on the use and execution of this protocol, please refer to Jezmir et al. (2021). Scoring with Crisis Standards of Care (CSC) triage algorithms Assessing the predictive accuracy of triage algorithms Simulating clinical decision-making by triage algorithms Troubleshooting disease severity, comorbidity scoring, and ties
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Persistent pulmonary pathology after COVID-19 is associated with high viral load, weak antibody response, and high levels of matrix metalloproteinase-9. Sci Rep 2021; 11:23205. [PMID: 34853380 PMCID: PMC8636497 DOI: 10.1038/s41598-021-02547-x] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Accepted: 11/18/2021] [Indexed: 12/19/2022] Open
Abstract
The association between pulmonary sequelae and markers of disease severity, as well as pro-fibrotic mediators, were studied in 108 patients 3 months after hospital admission for COVID-19. The COPD assessment test (CAT-score), spirometry, diffusion capacity of the lungs (DLCO), and chest-CT were performed at 23 Norwegian hospitals included in the NOR-SOLIDARITY trial, an open-labelled, randomised clinical trial, investigating the efficacy of remdesivir and hydroxychloroquine (HCQ). Thirty-eight percent had a CAT-score ≥ 10. DLCO was below the lower limit of normal in 29.6%. Ground-glass opacities were present in 39.8% on chest-CT, parenchymal bands were found in 41.7%. At admission, low pO2/FiO2 ratio, ICU treatment, high viral load, and low antibody levels, were predictors of a poorer pulmonary outcome after 3 months. High levels of matrix metalloproteinase (MMP)-9 during hospitalisation and at 3 months were associated with persistent CT-findings. Except for a negative effect of remdesivir on CAT-score, we found no effect of remdesivir or HCQ on long-term pulmonary outcomes. Three months after hospital admission for COVID-19, a high prevalence of respiratory symptoms, reduced DLCO, and persistent CT-findings was observed. Low pO2/FiO2 ratio, ICU-admission, high viral load, low antibody levels, and high levels of MMP-9 were associated with a worse pulmonary outcome.
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Nigo M, Rasmy L, May SB, Rao A, Karimaghaei S, Kannadath BS, De la Hoz A, Arias CA, Li L, Zhi D. Real World Long-term Assessment of The Efficacy of Tocilizumab in Patients with COVID-19: Results From A Large De-identified Multicenter Electronic Health Record Dataset in the United States. Int J Infect Dis 2021; 113:148-154. [PMID: 34597766 PMCID: PMC8479513 DOI: 10.1016/j.ijid.2021.09.067] [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] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 09/12/2021] [Accepted: 09/26/2021] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Studies have shown conflicting results on the efficacy of tocilizumab (TCZ) for patients with COVID-19, with many confounders of clinical status and limited duration of the observation. Here, we evaluate the real-world long-term efficacy of TCZ in COVID-19 patients. METHODS We conducted a retrospective study of hospitalized adult patients with COVID-19 using a large US-based multicenter COVID-19 database (Cerner Real-World Data; updated in September, 2020). The TCZ group was defined as patients who received at least one dose of the drug. Matching weight (MW) and a propensity score weighting method were used to balance confounding factors. RESULTS A total of 20,399 patients were identified. 1,510 and 18,899 were in the TCZ and control groups, respectively. After MW adjustment, no statistically significant differences in all-cause mortality were found for the TCZ vs. control group (Hazard Ratio [HR]:0.76, p=0.06). Survival curves suggested a better trend in short-term observation, driven from a subgroup of patients requiring oxygen masks, BIPAP or CPAP. CONCLUSION We observed a temporal (early) benefit of TCZ, especially in patients on non-invasive high-flow supplemental oxygen. However, the benefit effects faded with longer observation. The long-term benefits and risks of TCZ should be carefully evaluated with follow-up studies.
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Affiliation(s)
- Masayuki Nigo
- Division of Infectious Diseases, UTHealth McGovern Medical School, Houston, Texas, United States; School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, Texas, United States.
| | - Laila Rasmy
- School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, Texas, United States
| | - Sarah B May
- School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, Texas, United States
| | - Aishwarya Rao
- UTHealth McGovern Medical School, Houston, Texas, United States
| | - Sam Karimaghaei
- UTHealth McGovern Medical School, Houston, Texas, United States
| | | | - Alejandro De la Hoz
- Division of Infectious Diseases and Center for Antimicrobial Resistance and Microbial Genomics (CARMiG), UTHealth McGovern Medical School, Houston, Texas, United States
| | - Cesar A Arias
- Division of Infectious Diseases, UTHealth McGovern Medical School, Houston, Texas, United States; Division of Infectious Diseases and Center for Antimicrobial Resistance and Microbial Genomics (CARMiG), UTHealth McGovern Medical School, Houston, Texas, United States; Center for Infectious Diseases, UTHealth School of Public Health, Houston, Texas, United States
| | - Liang Li
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States
| | - Degui Zhi
- School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, Texas, United States.
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Brunet-Ratnasingham E, Anand SP, Gantner P, Dyachenko A, Moquin-Beaudry G, Brassard N, Beaudoin-Bussières G, Pagliuzza A, Gasser R, Benlarbi M, Point F, Prévost J, Laumaea A, Niessl J, Nayrac M, Sannier G, Orban C, Messier-Peet M, Butler-Laporte G, Morrison DR, Zhou S, Nakanishi T, Boutin M, Descôteaux-Dinelle J, Gendron-Lepage G, Goyette G, Bourassa C, Medjahed H, Laurent L, Rébillard RM, Richard J, Dubé M, Fromentin R, Arbour N, Prat A, Larochelle C, Durand M, Richards JB, Chassé M, Tétreault M, Chomont N, Finzi A, Kaufmann DE. Integrated immunovirological profiling validates plasma SARS-CoV-2 RNA as an early predictor of COVID-19 mortality. SCIENCE ADVANCES 2021; 7:eabj5629. [PMID: 34826237 PMCID: PMC8626074 DOI: 10.1126/sciadv.abj5629] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
Despite advances in COVID-19 management, identifying patients evolving toward death remains challenging. To identify early predictors of mortality within 60 days of symptom onset (DSO), we performed immunovirological assessments on plasma from 279 individuals. On samples collected at DSO11 in a discovery cohort, high severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) viral RNA (vRNA), low receptor binding domain–specific immunoglobulin G and antibody-dependent cellular cytotoxicity, and elevated cytokines and tissue injury markers were strongly associated with mortality, including in patients on mechanical ventilation. A three-variable model of vRNA, with predefined adjustment by age and sex, robustly identified patients with fatal outcome (adjusted hazard ratio for log-transformed vRNA = 3.5). This model remained robust in independent validation and confirmation cohorts. Since plasma vRNA’s predictive accuracy was maintained at earlier time points, its quantitation can help us understand disease heterogeneity and identify patients who may benefit from new therapies.
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Affiliation(s)
- Elsa Brunet-Ratnasingham
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, QC, Canada
| | - Sai Priya Anand
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
- Department of Microbiology and Immunology, McGill University, Montréal, QC, Canada
| | - Pierre Gantner
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, QC, Canada
| | - Alina Dyachenko
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Gaël Moquin-Beaudry
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
- Department of Neuroscience, Université de Montréal, Montréal, QC, Canada
| | - Nathalie Brassard
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Guillaume Beaudoin-Bussières
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, QC, Canada
| | - Amélie Pagliuzza
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Romain Gasser
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Mehdi Benlarbi
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Floriane Point
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Jérémie Prévost
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, QC, Canada
| | - Annemarie Laumaea
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Julia Niessl
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, QC, Canada
| | - Manon Nayrac
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, QC, Canada
| | - Gérémy Sannier
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, QC, Canada
| | - Catherine Orban
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, QC, Canada
- Centre hospitalier de l’Université de Montréal (CHUM), Montréal, QC, Canada
| | - Marc Messier-Peet
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
- Centre hospitalier de l’Université de Montréal (CHUM), Montréal, QC, Canada
| | - Guillaume Butler-Laporte
- Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, QC, Canada
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, QC, Canada
| | - David R. Morrison
- Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, QC, Canada
| | - Sirui Zhou
- Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, QC, Canada
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, QC, Canada
| | - Tomoko Nakanishi
- Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, QC, Canada
- Department of Human Genetics, McGill University, Montreal, QC, Canada
- Kyoto-McGill International Collaborative School in Genomic Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
- Japan Society for the Promotion of Science, 5-3-1 Kojimachi, Chiyoda-ku, 102-0083 Tokyo, Japan
| | - Marianne Boutin
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, QC, Canada
| | - Jade Descôteaux-Dinelle
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, QC, Canada
| | - Gabrielle Gendron-Lepage
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Guillaume Goyette
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Catherine Bourassa
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Halima Medjahed
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Laetitia Laurent
- Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, QC, Canada
| | - Rose-Marie Rébillard
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
- Department of Neuroscience, Université de Montréal, Montréal, QC, Canada
| | - Jonathan Richard
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, QC, Canada
| | - Mathieu Dubé
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Rémi Fromentin
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Nathalie Arbour
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
- Department of Neuroscience, Université de Montréal, Montréal, QC, Canada
| | - Alexandre Prat
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
- Department of Neuroscience, Université de Montréal, Montréal, QC, Canada
| | - Catherine Larochelle
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
- Department of Neuroscience, Université de Montréal, Montréal, QC, Canada
| | - Madeleine Durand
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
- Centre hospitalier de l’Université de Montréal (CHUM), Montréal, QC, Canada
| | - J. Brent Richards
- Lady Davis Institute, Jewish General Hospital, McGill University, Montréal, QC, Canada
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, QC, Canada
- Department of Human Genetics, McGill University, Montreal, QC, Canada
- Department of Twin Research, King’s College London, London, UK
| | - Michaël Chassé
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
- Centre hospitalier de l’Université de Montréal (CHUM), Montréal, QC, Canada
| | - Martine Tétreault
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
- Department of Neuroscience, Université de Montréal, Montréal, QC, Canada
| | - Nicolas Chomont
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, QC, Canada
- Corresponding author. (N.C.); (A.F.); (D.E.K.)
| | - Andrés Finzi
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, QC, Canada
- Department of Microbiology and Immunology, McGill University, Montréal, QC, Canada
- Corresponding author. (N.C.); (A.F.); (D.E.K.)
| | - Daniel E. Kaufmann
- Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC, Canada
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, QC, Canada
- Centre hospitalier de l’Université de Montréal (CHUM), Montréal, QC, Canada
- Département de Médecine, Université de Montréal, Montréal, QC, Canada
- Corresponding author. (N.C.); (A.F.); (D.E.K.)
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Schenck EJ, Hoffman KL, Oromendia C, Sanchez E, Finkelsztein EJ, Hong KS, Kabariti J, Torres LK, Harrington JS, Siempos II, Choi AMK, Campion TR. A Comparative Analysis of the Respiratory Subscore of the Sequential Organ Failure Assessment Scoring System. Ann Am Thorac Soc 2021; 18:1849-1860. [PMID: 33760709 PMCID: PMC8641830 DOI: 10.1513/annalsats.202004-399oc] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Accepted: 03/23/2021] [Indexed: 11/20/2022] Open
Abstract
Rationale: The Sequential Organ Failure Assessment (SOFA) tool is a commonly used measure of illness severity. Calculation of the respiratory subscore of SOFA is frequently limited by missing arterial oxygen pressure (PaO2) data. Although missing PaO2 data are commonly replaced with normal values, the performance of different methods of substituting PaO2 for SOFA calculation is unclear. Objectives: The study objective was to compare the performance of different substitution strategies for missing PaO2 data for SOFA score calculation. Methods: This retrospective cohort study was performed using the Weill Cornell Critical Care Database for Advanced Research from a tertiary care hospital in the United States. All adult patients admitted to an intensive care unit (ICU) from 2011 to 2019 with an available respiratory SOFA score were included. We analyzed the availability of the PaO2/fraction of inspired oxygen (FiO2) ratio on the first day of ICU admission. In those without a PaO2/FiO2 ratio available, the ratio of oxygen saturation as measured by pulse oximetry to FiO2 was used to calculate a respiratory SOFA subscore according to four methods (linear substitution [Rice], nonlinear substitution [Severinghaus], modified respiratory SOFA, and multiple imputation by chained equations [MICE]) as well as the missing-as-normal technique. We then compared how well the different total SOFA scores discriminated in-hospital mortality. We performed several subgroup and sensitivity analyses. Results: We identified 35,260 unique visits, of which 9,172 included predominant respiratory failure. PaO2 data were available for 14,939 (47%). The area under the receiver operating characteristic curve for each substitution technique for discriminating in-hospital mortality was higher than that for the missing-as-normal technique (0.78 [0.77-0.79]) in all analyses (modified, 0.80 [0.79-0.81]; Rice, 0.80 [0.79-0.81]; Severinghaus, 0.80 [0.79-0.81]; and MICE, 0.80 [0.79-0.81]) (P < 0.01). Each substitution method had a higher accuracy for discriminating in-hospital mortality (MICE, 0.67; Rice, 0.67; modified, 0.66; and Severinghaus, 0.66) than the missing-as-normal technique. Model calibration for in-hospital mortality was less precise for the missing-as-normal technique than for the other substitution techniques at the lower range of SOFA and among the subgroups. Conclusions: Using physiologic and statistical substitution methods improved the total SOFA score's ability to discriminate mortality compared with the missing-as-normal technique. Treating missing data as normal may result in underreporting the severity of illness compared with using substitution. The simplicity of a direct oxygen saturation as measured by pulse oximetry/FiO2 ratio-modified SOFA technique makes it an attractive choice for electronic health record-based research. This knowledge can inform comparisons of severity of illness across studies that used different techniques.
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Affiliation(s)
- Edward J. Schenck
- Division of Pulmonary and Critical Care Medicine, Joan and Sanford I. Weill Department of Medicine
- NewYork-Presbyterian Hospital, Weill Cornell Medicine, New York, New York; and
| | | | | | - Elizabeth Sanchez
- Division of Pulmonary and Critical Care Medicine, Joan and Sanford I. Weill Department of Medicine
| | - Eli J. Finkelsztein
- Division of Pulmonary and Critical Care Medicine, Joan and Sanford I. Weill Department of Medicine
| | - Kyung Sook Hong
- Division of Pulmonary and Critical Care Medicine, Joan and Sanford I. Weill Department of Medicine
- Department of Surgery and Critical Care Medicine, College of Medicine, Ewha Womans University, Seoul, Republic of Korea
| | | | - Lisa K. Torres
- Division of Pulmonary and Critical Care Medicine, Joan and Sanford I. Weill Department of Medicine
- NewYork-Presbyterian Hospital, Weill Cornell Medicine, New York, New York; and
| | - John S. Harrington
- Division of Pulmonary and Critical Care Medicine, Joan and Sanford I. Weill Department of Medicine
- NewYork-Presbyterian Hospital, Weill Cornell Medicine, New York, New York; and
| | - Ilias I. Siempos
- Division of Pulmonary and Critical Care Medicine, Joan and Sanford I. Weill Department of Medicine
| | - Augustine M. K. Choi
- Division of Pulmonary and Critical Care Medicine, Joan and Sanford I. Weill Department of Medicine
- NewYork-Presbyterian Hospital, Weill Cornell Medicine, New York, New York; and
| | - Thomas R. Campion
- Department of Population Health Sciences
- Information Technologies and Services, and
- Clinical and Translational Science Center, Weill Cornell Medicine, Cornell University, New York, New York
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Martín-Rodríguez F, Sanz-García A, Del Pozo Vegas C, Ortega GJ, Castro Villamor MA, López-Izquierdo R. Time for a prehospital-modified sequential organ failure assessment score: An ambulance-Based cohort study. Am J Emerg Med 2021; 49:331-337. [PMID: 34224955 DOI: 10.1016/j.ajem.2021.06.042] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 06/17/2021] [Accepted: 06/20/2021] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND To adapt the Sequential Organ Failure Assessment (SOFA) score to fit the prehospital care needs; to do that, the SOFA was modified by replacing platelets and bilirubin, by lactate, and tested this modified SOFA (mSOFA) score in its prognostic capacity to assess the mortality-risk at 2 days since the first Emergency Medical Service (EMS) contact. METHODS Prospective, multicentric, EMS-delivery, ambulance-based, pragmatic cohort study of adults with acute diseases, referred to two tertiary care hospitals (Spain), between January 1st and December 31st, 2020. The discriminative power of the predictive variable was assessed through a prediction model trained using the derivation cohort and evaluated by the area under the curve (AUC) of the receiver operating characteristic (ROC) on the validation cohort. RESULTS A total of 1114 participants comprised two separated cohorts recruited from 15 ambulance stations. The 2-day mortality rate (from any cause) was 5.9% (66 cases). The predictive validity of the mSOFA score was assessed by the calculation of the AUC of ROC in the validation cohort, resulting in an AUC of 0.946 (95% CI, 0.913-0.978, p < .001), with a positive likelihood ratio was 23.3 (95% CI, 0.32-46.2). CONCLUSIONS Scoring systems are now a reality in prehospital care, and the mSOFA score assesses multiorgan dysfunction in a simple and agile manner either bedside or en route. Patients with acute disease and an mSOFA score greater than 6 points transferred with high priority by EMS represent a high early mortality group. TRIAL REGISTRATION ISRCTN48326533, Registered Octuber 312,019, Prospectively registered (doi:https://doi.org/10.1186/ISRCTN48326533).
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Affiliation(s)
- Francisco Martín-Rodríguez
- Unidad Móvil de Emergencias Valladolid I, Gerencia de Emergencias Sanitarias, Gerencia Regional de Salud de Castilla y León (SACYL), Spain; Centro de Simulación Clínica Avanzada, Departamento de Medicina, Dermatología y Toxicología, Universidad de Valladolid, Spain.
| | - Ancor Sanz-García
- Unidad de Análisis de Datos (UAD) del Instituto de Investigación Sanitaria del Hospital de la Princesa (IIS-IP), Madrid, Spain.
| | - Carlos Del Pozo Vegas
- Servicio de Urgencias, Hospital Clínico Universitario de Valladolid, Gerencia Regional de Salud de Castilla y León (SACYL), Spain
| | - Guillermo J Ortega
- Unidad de Análisis de Datos (UAD) del Instituto de Investigación Sanitaria del Hospital de la Princesa (IIS-IP), Madrid, Spain
| | - Miguel A Castro Villamor
- Centro de Simulación Clínica Avanzada, Departamento de Medicina, Dermatología y Toxicología, Universidad de Valladolid, Spain
| | - Raúl López-Izquierdo
- Servicio de Urgencias, Hospital Universitario Rio Hortega de Valladolid, Gerencia Regional de Salud de Castilla y León (SACYL), Spain
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Ortiz G, Bastidas A, Garay-Fernández M, Lara A, Benavides M, Rocha E, Buitrago A, Díaz G, Ordóñez J, Reyes LF. Correlation and validity of imputed PaO2/FiO2 and SpO2/FiO2 in patients with invasive mechanical ventilation at 2600m above sea level. Med Intensiva 2021; 46:S0210-5691(21)00100-5. [PMID: 34167826 DOI: 10.1016/j.medin.2021.05.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2021] [Revised: 04/09/2021] [Accepted: 05/04/2021] [Indexed: 01/15/2023]
Abstract
OBJECTIVE To establish the correlation and validity between PaO2/FiO2 obtained on arterial gases versus noninvasive methods (linear, nonlinear, logarithmic imputation of PaO2/FiO2 and SpO2/FiO2) in patients under mechanical ventilation living at high altitude. DESIGN Ambispective descriptive multicenter cohort study. SETTING Two intensive care units (ICU) from Colombia at 2600m a.s.l. PATIENTS OR PARTICIPANTS Consecutive critically ill patients older than 18 years with at least 24h of mechanical ventilation were included from June 2016 to June 2019. INTERVENTIONS None. VARIABLES Variables analyzed were demographic, physiological messures, laboratory findings, oxygenation index and clinical condition. Nonlinear, linear and logarithmic imputation formulas were used to calculate PaO2 from SpO2, and at the same time the SpO2/FiO2 by severe hypoxemia diagnosis. The intraclass correlation coefficient, area under the ROC curve, sensitivity, specificity, positive predictive value, negative predictive value, positive and negative likelihood ratio were calculated. RESULTS The correlation between PaO2/FiO2 obtained from arterial gases, PaO2/FiO2 derived from one of the proposed methods (linear, non-linear, and logarithmic formula), and SpO2/FiO2 measured by the intraclass correlation coefficient was high (greater than 0.77, p<0.001). The different imputation methods and SpO2/FiO2 have a similar diagnostic performance in patients with severe hypoxemia (PaO2/FiO2 <150). PaO2/FiO2 linear imputation AUC ROC 0,84 (IC 0.81-0.87, p<0.001), PaO2/FiO2 logarithmic imputation AUC ROC 0.84 (IC 0.80-0.87, p<0.001), PaO2/FiO2 non-linear imputation AUC ROC 0.82 (IC 0.79-0.85, p<0.001), SpO2/FiO2 oximetry AUC ROC 0.84 (IC 0.81-0.87, p<0.001). CONCLUSIONS At high altitude, the SaO2/FiO2 ratio and the imputed PaO2/FiO2 ratio have similar diagnostic performance in patients with severe hypoxemia ventilated by various pathological conditions.
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Affiliation(s)
- G Ortiz
- Pulmonary Medicine, Universidad El Bosque, Intensive Care Unit, Hospital Santa Clara Bogotá, Colombia
| | - A Bastidas
- School of Medicine, Universidad de la Sabana, Clínica Universidad de La Sabana, Chía, Colombia.
| | - M Garay-Fernández
- Pulmonary Medicine Universidad El Bosque, Intensive Care Unit, Hospital Santa Clara Bogotá, Colombia
| | - A Lara
- Pulmonary Medicine Universidad El Bosque, Intensive Care Unit, Hospital Santa Clara Bogotá, Colombia
| | - M Benavides
- Pulmonary Medicine Universidad El Bosque, Intensive Care Unit, Hospital Santa Clara Bogotá, Colombia
| | - E Rocha
- Intensive Care Unit, Hospital Santa Clara Bogotá, Colombia
| | - A Buitrago
- Pulmonary Medicine Universidad El Bosque, Intensive Care Unit, Hospital Santa Clara Bogotá, Colombia
| | - G Díaz
- Pulmonary Medicine Universidad El Bosque, Intensive Care Unit, Hospital Santa Clara Bogotá, Colombia
| | - J Ordóñez
- Pulmonary Medicine Universidad El Bosque, Intensive Care Unit, Hospital Santa Clara Bogotá, Colombia
| | - L F Reyes
- School of Medicine, Universidad de la Sabana, Clínica Universidad de La Sabana, Chía, Colombia
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Crowley CP, Merriam LT, Mueller AA, Tamura T, DeGrado JR, Haider H, Salciccioli JD, Kim EY. Protocol for assessing and predicting acute respiratory decline in hospitalized patients. STAR Protoc 2021; 2:100545. [PMID: 34027496 PMCID: PMC8131117 DOI: 10.1016/j.xpro.2021.100545] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
This protocol aids both new and experienced researchers in designing retrospective clinical and translational studies of acute respiratory decline in hospitalized patients. This protocol addresses (1) the basics of respiratory failure and electronic health record research, (2) defining patient cohorts as "mild, progressive, or severe" instead of "ICU versus non-ICU", (3) adapting physiological indices, and (4) using biomarker trends. We apply these approaches to inflammatory biomarkers in COVID-19, but this protocol can be applied to any progressive respiratory failure study. For complete details on the use and execution of this protocol, please refer to Mueller et al. (2020).
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Affiliation(s)
- Conor P. Crowley
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Louis T. Merriam
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Alisa A. Mueller
- Division of Rheumatology, Brigham and Women’s Hospital, Boston, MA 02115 USA
- Harvard Medical School, Boston, MA 02115, USA
| | - Tomoyoshi Tamura
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
| | - Jeremy R. DeGrado
- Department of Pharmacy, Brigham and Women’s Hospital, Boston, MA 02115 USA
| | - Hibah Haider
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Justin D. Salciccioli
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
| | - Edy Y. Kim
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
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Assal M, Lambert J, Chow-Chine L, Bisbal M, Servan L, Gonzalez F, de Guibert JM, Faucher M, Vey N, Sannini A, Mokart D. Prognostic impact of early adjunctive corticosteroid therapy in non-HIV oncology or haematology patients with Pneumocystis jirovecii pneumonia: A propensity score analysis. PLoS One 2021; 16:e0250611. [PMID: 33886692 PMCID: PMC8061944 DOI: 10.1371/journal.pone.0250611] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Accepted: 04/10/2021] [Indexed: 12/30/2022] Open
Abstract
Purpose While early adjunctive corticosteroid therapy (EACST) has been proven effective in HIV patients with Pneumocystis Jirovecii Pneumonia (PJP), data remains controversial concerning non-HIV oncology or haematology patients. Methods This retrospective study included cancer patients without HIV and with diagnosis of PJP admitted in a cancer referral centre, from January-1-2010 to March-31-2017. We compared 30-day and 1-year mortality rate, change in the respiratory item of the Sequential Organ Failure Assessment score(SOFA-resp worsening), use of tracheal intubation between day-1 and day-5 of anti-pneumocystis therapy and occurrence of coinfections between patients with EACST and those with no or late corticosteroid therapy, using an inverse probability weighting propensity score-based (IPW) analysis. Results 133 non-HIV oncology or haematology PJP patients were included (EACST n = 58, others n = 75). The main underlying conditions were haematological malignancies (n = 107, 80,5%), solid tumour (n = 27, 20,3%) and allogeneic stem cell transplantation (n = 17, 12,8%). Overall 30-day and 1-year mortality rate was 24,1% and 56,4%, respectively. IPW analysis found no difference on 30-day (HR = 1.45, 95% CI [0.7–3.04], p = 0.321) and 1-year (HR = 1.25, CI 95% [0.75–2.09], p = 0.39) mortality rate between groups. Conclusion No difference in SOFA-resp worsening, tracheal intubation and coinfections was found between groups. Combination of EACST with anti-pneumocystis therapy in non-HIV onco-haematology PJP-patients was not associated with clinical improvement.
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Affiliation(s)
- Mehdi Assal
- Intensive Care Unit, Hôpital La Timone, Marseille, France
| | - Jérôme Lambert
- Biostatistics Department, Saint Louis Teaching Hospital, Paris, France
| | | | - Magali Bisbal
- Intensive Care Unit, Institut Paoli-Calmettes, Marseille, France
| | - Luca Servan
- Intensive Care Unit, Institut Paoli-Calmettes, Marseille, France
| | | | | | - Marion Faucher
- Intensive Care Unit, Institut Paoli-Calmettes, Marseille, France
| | - Norbert Vey
- Department of Haematology, Institut Paoli-Calmettes, Marseille, France
| | - Antoine Sannini
- Intensive Care Unit, Institut Paoli-Calmettes, Marseille, France
| | - Djamel Mokart
- Intensive Care Unit, Institut Paoli-Calmettes, Marseille, France
- * E-mail:
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40
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Yealy DM, Mohr NM, Shapiro NI, Venkatesh A, Jones AE, Self WH. Early Care of Adults With Suspected Sepsis in the Emergency Department and Out-of-Hospital Environment: A Consensus-Based Task Force Report. Ann Emerg Med 2021; 78:1-19. [PMID: 33840511 DOI: 10.1016/j.annemergmed.2021.02.006] [Citation(s) in RCA: 48] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Indexed: 12/12/2022]
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Martín-Rodríguez F, López-Izquierdo R, del Pozo Vegas C, Delgado-Benito JF, Ortega GJ, Castro Villamor MA, Sanz-García A. Association of Prehospital Oxygen Saturation to Inspired Oxygen Ratio With 1-, 2-, and 7-Day Mortality. JAMA Netw Open 2021; 4:e215700. [PMID: 33847751 PMCID: PMC8044733 DOI: 10.1001/jamanetworkopen.2021.5700] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
IMPORTANCE The early identification of patients at high risk of clinical deterioration represents one of the greatest challenges for emergency medical services (EMS). OBJECTIVE To assess whether use of the ratio of prehospital oxygen saturation measured by pulse oximetry (Spo2) to fraction of inspired oxygen (Fio2) measured during initial contact by EMS with the patient (ie, the first Spo2 to Fio2 ratio) and 5 minutes before the patient's arrival at the hospital (ie, the second Spo2 to Fio2 ratio) can predict the risk of early in-hospital deterioration. DESIGN, SETTING, AND PARTICIPANTS A prospective, derivation-validation prognostic cohort study of 3606 adults with acute diseases referred to 5 tertiary care hospitals in Spain was conducted between October 26, 2018, and June 30, 2020. Eligible patients were recruited from among all telephone requests for EMS assistance for adults who were later evacuated with priority in advanced life support units to the referral hospitals during the study period. MAIN OUTCOMES AND MEASURES The primary outcome was hospital mortality from any cause within the first, second, third, or seventh day after EMS transport to the hospital. The main measure was the Spo2 to Fio2 ratio. RESULTS A total of 3606 participants comprised 2 separate cohorts: the derivation cohort (3081 patients) and the validation cohort (525 patients). The median age was 69 years (interquartile range, 54-81 years), and 2122 patients (58.8%) were men. The overall mortality rate of the patients in the study cohort ranged from 3.6% for 1-day mortality (131 patients) to 7.1% for 7-day mortality (256 patients). The best model performance was for 2-day mortality with the second Spo2 to Fio2 ratio with an area under the curve of 0.890 (95% CI, 0.829-0.950; P < .001), although the other outcomes also presented good results. In addition, a risk-stratification model was generated. The optimal cutoff resulted in the following ranges of Spo2 to Fio2 ratios: 50 to 100 for high risk of mortality, 101 to 426 for intermediate risk, and 427 to 476 for low risk. CONCLUSIONS AND RELEVANCE This study suggests that use of the prehospital Spo2 to Fio2 ratio was associated with improved management of patients with acute disease because it accurately predicts short-term mortality.
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Affiliation(s)
- Francisco Martín-Rodríguez
- Faculty of Medicine, Valladolid University, Valladolid, Spain
- Advanced Life Support, Emergency Medical Services, Valladolid, Spain
| | - Raúl López-Izquierdo
- Faculty of Medicine, Valladolid University, Valladolid, Spain
- Emergency Department, Hospital Universitario Rio Hortega, Valladolid, Spain
| | - Carlos del Pozo Vegas
- Faculty of Medicine, Valladolid University, Valladolid, Spain
- Emergency Department, Hospital Clínico Universitario, Valladolid, Spain
| | | | - Guillermo J. Ortega
- Data Analysis Unit, Health Research Institute, Hospital de la Princesa, Madrid, Spain
- Consejo Nacional de Investigaciones Científicas y Técnicas, Buenos Aires, Argentina
| | | | - Ancor Sanz-García
- Data Analysis Unit, Health Research Institute, Hospital de la Princesa, Madrid, Spain
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Gan Q, Gong B, Sun M, Cao Z, Zheng Y, Zhang Y, Wen P, Shen Y, Hong L, Hou T, Jia Y, Li W, Li H, Xie Q. A High Percentage of Patients Recovered From COVID-19 but Discharged With Abnormal Liver Function Tests. Front Physiol 2021; 12:642922. [PMID: 33815147 PMCID: PMC8015938 DOI: 10.3389/fphys.2021.642922] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Accepted: 02/24/2021] [Indexed: 01/08/2023] Open
Abstract
Background Coronavirus disease 2019 (COVID-19) pandemic has become the most severe global health issue. Abnormal liver functions are frequently reported in these patients. However, liver function abnormality was often overlooked during COVID-19 treatment, and data regarding liver functions after cure of COVID-19 is limited. This study aimed to reveal the changes of liver function tests (LFTs) during hospitalization, and its clinical significance in patients with COVID-19. Methods In this retrospective, bi-center study, a total of 158 hospitalized patients diagnosed with COVID-19 in China were included from January 22nd, 2020 to February 20th, 2020. Clinical features, laboratory parameters including LFTs, and treatment data were collected and analyzed. LFTs included alanine transaminase, aspartate aminotransferase, alkaline phosphatase, gamma-glutamyl transferase, and total bilirubin. Patients were considered with abnormal LFTs when any value of these tests was higher than upper limit of normal. Results Of 158 patients with COVID-19, 67 (42.41%) patients had abnormal LFTs on admission and another 50 (31.65%) patients developed abnormal LFTs during hospitalization. The incidence of LFTs abnormality in severe COVID-19 cases was significantly higher than non-severe cases. All LFTs in COVID-19 patients were correlated with oxygenation index. There was no statistical difference in treatment between the patients with or without liver test abnormalities. By the time of discharge, there were still 64 (40.50%) patients with abnormal LFTs. Logistic regression analysis identified younger age, hypertension and low lymphocyte counts as independent risk factors for persistent abnormal LFTs during hospitalization. Conclusion Liver function tests abnormality was common in COVID-19 patients and was more prevalent in severe cases than in non-severe cases. A substantial percentage of patients still had abnormal LFTs by the time of discharge.
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Affiliation(s)
- Qinyi Gan
- Department of Infectious Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Beilei Gong
- The First Affiliated Hospital of Bengbu Medical College, Bengbu, China.,Clinical Research Center for Respiratory Disease in Anhui Province, Bengbu, China
| | - Manli Sun
- Department of Medicine and Education, Bengbu Infectious Disease Hospital, Bengbu, China
| | - Zhujun Cao
- Department of Infectious Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yuyan Zheng
- Department of Thoracic Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yajie Zhang
- Department of Thoracic Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Pengfei Wen
- Bengbu Institute of Medical Sciences, Bengbu, China
| | - Yuanbing Shen
- The First Affiliated Hospital of Bengbu Medical College, Bengbu, China.,Clinical Research Center for Respiratory Disease in Anhui Province, Bengbu, China
| | - Lei Hong
- The First Affiliated Hospital of Bengbu Medical College, Bengbu, China.,Clinical Research Center for Respiratory Disease in Anhui Province, Bengbu, China
| | - Tingting Hou
- The First Affiliated Hospital of Bengbu Medical College, Bengbu, China.,Clinical Research Center for Respiratory Disease in Anhui Province, Bengbu, China
| | - Yuqin Jia
- Bengbu City Center for Disease Control and Prevention, Bengbu, China
| | - Wei Li
- The First Affiliated Hospital of Bengbu Medical College, Bengbu, China.,Clinical Research Center for Respiratory Disease in Anhui Province, Bengbu, China
| | - Hecheng Li
- Department of Thoracic Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Qing Xie
- Department of Infectious Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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43
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Cusacovich I, Aparisi Á, Marcos M, Ybarra-Falcón C, Iglesias-Echevarria C, Lopez-Veloso M, Barraza-Vengoechea J, Dueñas C, Juarros Martínez SA, Rodríguez-Alonso B, Martín-Oterino JÁ, Montero-Baladia M, Moralejo L, Andaluz-Ojeda D, Gonzalez-Fuentes R. Corticosteroid Pulses for Hospitalized Patients with COVID-19: Effects on Mortality. Mediators Inflamm 2021; 2021:6637227. [PMID: 33776574 PMCID: PMC7955656 DOI: 10.1155/2021/6637227] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 01/27/2021] [Accepted: 02/04/2021] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVES To assess the influence of corticosteroid pulses on 60-day mortality in hospitalized patients with severe COVID-19. METHODS We designed a multicenter retrospective cohort study in three teaching hospitals of Castilla y León, Spain (865,096 people). We selected patients with confirmed COVID-19 and lung involvement with a pO2/FiO2<300, excluding those exposed to immunosuppressors before or during hospitalization, patients terminally ill at admission, or those who died in the first 24 hours. We performed a propensity score matching (PSM) adjusting covariates that modify the probability of being treated. Then, we used a Cox regression model in the PSM group to consider factors affecting mortality. RESULTS From 2933 patients, 257 fulfilled the inclusion and exclusion criteria. 124 patients were on corticosteroid pulses (250 mg of methylprednisolone for three days), and 133 were not. 30.3% (37/122) of patients died in the corticosteroid pulse group and 42.9% (57/133) in the nonexposed cohort. These differences (12.6%, 95% CI [8·54-16.65]) were statically significant (log-rank 4.72, p = 0, 03). We performed PSM using the exact method. Mortality differences remained in the PSM group (log-rank 5.31, p = 0.021) and were still significant after a Cox regression model (HR for corticosteroid pulses 0.561; p = 0.039). CONCLUSIONS This study provides evidence about treatment with corticosteroid pulses in severe COVID-19 that might significantly reduce mortality. Strict inclusion and exclusion criteria with that selection process set a reliable frame to compare mortality in both the exposed and nonexposed groups.
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Affiliation(s)
- Ivan Cusacovich
- Internal Medicine Department, Hospital Clínico Universitario de Valladolid, Spain
| | - Álvaro Aparisi
- Cardiology Department, Hospital Clínico Universitario, Valladolid, Spain
| | - Miguel Marcos
- Internal Medicine Department, Hospital Universitario de Salamanca-IBSAL-Universidad de Salamanca, Spain
| | | | | | | | | | - Carlos Dueñas
- Internal Medicine Department, Hospital Clínico Universitario de Valladolid, Spain
| | | | - Beatriz Rodríguez-Alonso
- Internal Medicine Department, Hospital Universitario de Salamanca-IBSAL-Universidad de Salamanca, Spain
| | - José-Ángel Martín-Oterino
- Internal Medicine Department, Hospital Universitario de Salamanca-IBSAL-Universidad de Salamanca, Spain
| | | | - Leticia Moralejo
- Internal Medicine Department, Hospital Universitario de Salamanca-IBSAL-Universidad de Salamanca, Spain
| | - David Andaluz-Ojeda
- Intensive Care Unit Department, Hospital Clínico Universitario de Valladolid, Spain
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44
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Dewar ZE, Kirchner HL, Rittenberger JC. Risk factors for unplanned ICU admission after emergency department holding orders. J Am Coll Emerg Physicians Open 2020; 1:1623-1629. [PMID: 33392571 PMCID: PMC7771770 DOI: 10.1002/emp2.12203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Revised: 07/06/2020] [Accepted: 07/08/2020] [Indexed: 11/30/2022] Open
Abstract
STUDY HYPOTHESIS Emergency department (ED) holding orders are used in an effort to streamline patient flow. Little research exists on the safety of this practice. Here, we report on prevalence and risk factors for upgrade of medical admissions to ICU for whom holding orders were written. METHODS Retrospective review of holding order admissions through our ED for years 2013-2018. Pregnancy, prisoner, pediatric, surgical, and ICU admissions were excluded, as were transfers from other hospitals. Risk factors of interest included vital signs, physiologic data, laboratory markers, sequential organ failure assessment (SOFA), Quick SOFA (qSOFA), modified early warning (MEWS) scores, and Charlson Comorbidity Index (CCI). Primary outcome was ICU transfer within 24 hours of admission. Analysis was completed using multivariable logistic regression. RESULTS Between 2013 and 2018, the ED had 203,374 visits. Approximately 20% (N = 54,915) were admitted, 23% of whom had holding orders (N = 12,680). A minority of those with a holding order were transferred to the ICU within 24 hours (N = 79; 0.62%). Those transferred to ICU had increased heart and respiratory rate, P/F ratio, and increased oxygen need. They also had higher MEWS, quick SOFA (qSOFA), and SOFA scores. Multivariable logistic regression demonstrated a significant association between ICU admission and FiO2 (odds ratio [OR] 1.47; 95% confidence interval [CI] 1.25-1.74), MEWS (OR 1.31; 95% CI 1.14-1.52), SOFA Score (OR 1.19; 95% CI 1.05-1.35), and gastrointestinal (OR 3.25; 95% CI: 1.50-7.03) or other combined diagnosis (OR 2.19; CI: 1.07-4.48) (P = 0.0017). CONCLUSION Holding orders are used for >20% of all admissions and <1% of those admissions required transfer to ICU within 24 hours.
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Affiliation(s)
- Zachary E. Dewar
- Department of Emergency Medicine, Emergency Medicine ResidencyGuthrie/Robert Packer HospitalSayrePennsylvaniaUSA
| | - H. Lester Kirchner
- Department of Population Health SciencesGeisinger ClinicSayrePennsylvaniaUSA
| | - Jon C. Rittenberger
- Department of Emergency Medicine, Emergency Medicine ResidencyGuthrie/Robert Packer HospitalSayrePennsylvaniaUSA
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45
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Mueller AA, Tamura T, Crowley CP, DeGrado JR, Haider H, Jezmir JL, Keras G, Penn EH, Massaro AF, Kim EY. Inflammatory Biomarker Trends Predict Respiratory Decline in COVID-19 Patients. Cell Rep Med 2020; 1:100144. [PMID: 33163981 PMCID: PMC7598305 DOI: 10.1016/j.xcrm.2020.100144] [Citation(s) in RCA: 64] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Revised: 09/27/2020] [Accepted: 10/22/2020] [Indexed: 12/20/2022]
Abstract
In this single-center, retrospective cohort analysis of hospitalized coronavirus disease 2019 (COVID-19) patients, we investigate whether inflammatory biomarker levels predict respiratory decline in patients who initially present with stable disease. Examination of C-reactive protein (CRP) trends reveals that a rapid rise in CRP levels precedes respiratory deterioration and intubation, although CRP levels plateau in patients who remain stable. Increasing CRP during the first 48 h of hospitalization is a better predictor (with higher sensitivity) of respiratory decline than initial CRP levels or ROX indices (a physiological score of respiratory function). CRP, the proinflammatory cytokine interleukin-6 (IL-6), and physiological measures of hypoxemic respiratory failure are correlated, which suggests a mechanistic link. Our work shows that rising CRP predicts subsequent respiratory deterioration in COVID-19 and may suggest mechanistic insight and a potential role for targeted immunomodulation in a subset of patients early during hospitalization.
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Affiliation(s)
- Alisa A. Mueller
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
| | - Tomoyoshi Tamura
- Harvard Medical School, Boston, MA 02115, USA
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Conor P. Crowley
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Jeremy R. DeGrado
- Department of Pharmacy, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Hibah Haider
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Julia L. Jezmir
- Harvard Medical School, Boston, MA 02115, USA
- Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Gregory Keras
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Erin H. Penn
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital, Boston, MA 02115, USA
- Harvard Medical School, Boston, MA 02115, USA
| | - Anthony F. Massaro
- Harvard Medical School, Boston, MA 02115, USA
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Edy Y. Kim
- Harvard Medical School, Boston, MA 02115, USA
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
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46
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Khalili S, Moradi O, Kharazmi AB, Raoufi M, Sistanizad M, Shariat M. Comparison of Mortality Rate and Severity of Pulmonary Involvement in Coronavirus Disease-2019 Adult Patients With and Without Type 2 Diabetes: A Cohort Study. Can J Diabetes 2020; 45:524-530. [PMID: 33339741 PMCID: PMC7604035 DOI: 10.1016/j.jcjd.2020.10.014] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2020] [Revised: 10/15/2020] [Accepted: 10/25/2020] [Indexed: 01/08/2023]
Abstract
OBJECTIVES Patients with diabetes are potentially at higher risk of mortality due to coronavirus disease-2019 (COVID-19). In this study, we aimed to compare the outcomes and severity of pulmonary involvement in COVID-19 patients with and without diabetes. METHODS In this cohort study, we recruited patients with diabetes who were hospitalized due to COVID-19 during the period from February 2020 to May 2020. Hospitalized individuals without diabetes were enrolled as control subjects. All patients were followed for 90 days and clinical findings and patients' outcomes were reported. RESULTS Over a period of 4 months, 127 patients with diabetes and 127 individuals without diabetes with a diagnosis of COVID-19 were recruited. Their mean age was 65.70±12.51 years. Mortality was higher in the group with diabetes (22.8% vs 15.0%; p=0.109), although not significantly. More severe pulmonary involvement (p=0.015), extended hospital stay (p<0.001) and greater need for invasive ventilation (p=0.029) were reported in this population. Stepwise logistic regression revealed that diabetes was not independently associated with mortality (p=0.092). Older age (odds ratio [OR], 1.054; p=0.003), aggravated pulmonary involvement on admission (OR, 1.149; p=0.001), presence of comorbidities (OR, 1.290; p=0.020) and hypothyroidism (OR, 6.576; p=0.021) were associated with mortality. Diabetic foot infection had a strong positive correlation with mortality (OR, 49.819; p=0.016), whereas insulin therapy had a negative correlation (OR, 0.242; p=0.045). CONCLUSIONS The mortality rate due to COVID-19 did not differ significantly between patients with or without diabetes. Older age, macrovascular complications and presence of comorbidities could increase mortality in people with diabetes. Insulin therapy during hospitalization could attenuate the detrimental effects of hyperglycemia and improve prognosis of patients with COVID-19 and diabetes.
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Affiliation(s)
- Shayesteh Khalili
- Department of Internal Medicine, Imam Hossein Medical Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Omid Moradi
- Department of Clinical Pharmacy, School of Pharmacy, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Amir Behnam Kharazmi
- Department of Internal Medicine, Imam Hossein Medical Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Masoomeh Raoufi
- Department of Radiology, School of Medicine, Imam Hossein Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohammad Sistanizad
- Department of Clinical Pharmacy, School of Pharmacy, Shahid Beheshti University of Medical Sciences, Tehran, Iran; Prevention of Cardiovascular Disease Research Center, Imam Hossein Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Masoud Shariat
- Department of Diagnostic Imaging, University of Calgary, Calgary, Alberta, Canada
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47
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Canziani LM, Trovati S, Brunetta E, Testa A, De Santis M, Bombardieri E, Guidelli G, Albano G, Folci M, Squadroni M, Beretta GD, Ciccarelli M, Castoldi M, Lleo A, Aghemo A, Vernile L, Malesci A, Omodei P, Angelini C, Badalamenti S, Cecconi M, Cremonesi A, Selmi C. Interleukin-6 receptor blocking with intravenous tocilizumab in COVID-19 severe acute respiratory distress syndrome: A retrospective case-control survival analysis of 128 patients. J Autoimmun 2020; 114:102511. [PMID: 32713677 PMCID: PMC7342030 DOI: 10.1016/j.jaut.2020.102511] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Revised: 06/22/2020] [Accepted: 06/24/2020] [Indexed: 12/20/2022]
Abstract
In cases of COVID-19 acute respiratory distress syndrome, an excessive host inflammatory response has been reported, with elevated serum interleukin-6 levels. In this multicenter retrospective cohort study we included adult patients with COVID-19, need of respiratory support, and elevated C-reactive protein who received intravenous tocilizumab in addition to standard of care. Control patients not receiving tocilizumab were matched for sex, age and respiratory support. We selected survival as the primary endpoint, along with need for invasive ventilation, thrombosis, hemorrhage, and infections as secondary endpoints at 30 days. We included 64 patients with COVID-19 in the tocilizumab group and 64 matched controls. At baseline the tocilizumab group had longer symptom duration (13 ± 5 vs. 9 ± 5 days) and received hydroxychloroquine more often than controls (100% vs. 81%). The mortality rate was similar between groups (27% with tocilizumab vs. 38%) and at multivariable analysis risk of death was not significantly influenced by tocilizumab (hazard ratio 0.61, 95% confidence interval 0.33-1.15), while being associated with the use at baseline of non invasive mechanical or invasive ventilation, and the presence of comorbidities. Among secondary outcomes, tocilizumab was associated with a lower probability of requiring invasive ventilation (hazard ratio 0.36, 95% confidence interval 0.16-0.83; P = 0.017) but not with the risk of thrombosis, bleeding, or infections. The use of intravenous tocilizumab was not associated with changes in 30-day mortality in patients with COVID-19 severe respiratory impairment. Among the secondary outcomes there was less use of invasive ventilation in the tocilizumab group.
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Affiliation(s)
- Lorenzo M Canziani
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele (MI), Italy; Internal Medicine, Humanitas Gavazzeni, Bergamo (BG), Italy
| | - Serena Trovati
- Internal Medicine, Humanitas Gavazzeni, Bergamo (BG), Italy
| | - Enrico Brunetta
- General Medicine and Nephrology, Humanitas Clinical and Research Center- IRCCS, Rozzano (MI), Italy
| | - Amidio Testa
- Internal Medicine, Humanitas Gavazzeni, Bergamo (BG), Italy
| | - Maria De Santis
- Rheumatology and Clinical Immunology, Humanitas Clinical and Research Center- IRCCS, Rozzano (MI), Italy
| | | | - Giacomo Guidelli
- Rheumatology and Clinical Immunology, Humanitas Clinical and Research Center- IRCCS, Rozzano (MI), Italy
| | - Giovanni Albano
- Anesthesiology and Intensive Care, Humanitas Gavazzeni, Bergamo (BG), Italy
| | - Marco Folci
- General Medicine and Hepatology, Humanitas Clinical and Research Center- IRCCS, Rozzano (MI), Italy
| | | | | | - Michele Ciccarelli
- General Medicine and Pulmonology, Humanitas Clinical and Research Center- IRCCS, Rozzano (MI), Italy
| | | | - Ana Lleo
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele (MI), Italy; General Medicine and Hepatology, Humanitas Clinical and Research Center- IRCCS, Rozzano (MI), Italy
| | - Alessio Aghemo
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele (MI), Italy; General Medicine and Hepatology, Humanitas Clinical and Research Center- IRCCS, Rozzano (MI), Italy
| | | | - Alberto Malesci
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele (MI), Italy; General Medicine and Gastroenterology, Humanitas Clinical and Research Center- IRCCS, Rozzano (MI), Italy
| | - Paolo Omodei
- General Medicine and Gastroenterology, Humanitas Clinical and Research Center- IRCCS, Rozzano (MI), Italy
| | - Claudio Angelini
- General Medicine and Nephrology, Humanitas Clinical and Research Center- IRCCS, Rozzano (MI), Italy
| | - Salvatore Badalamenti
- General Medicine and Nephrology, Humanitas Clinical and Research Center- IRCCS, Rozzano (MI), Italy
| | - Maurizio Cecconi
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele (MI), Italy; Anesthesiology andIntensive Care, Humanitas Clinical and Research Center- IRCCS, Rozzano (MI), Italy.
| | - Alberto Cremonesi
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele (MI), Italy; Cardiology, Humanitas Gavazzeni, Bergamo (BG), Italy
| | - Carlo Selmi
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele (MI), Italy; Rheumatology and Clinical Immunology, Humanitas Clinical and Research Center- IRCCS, Rozzano (MI), Italy.
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48
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Holter JC, Pischke SE, de Boer E, Lind A, Jenum S, Holten AR, Tonby K, Barratt-Due A, Sokolova M, Schjalm C, Chaban V, Kolderup A, Tran T, Tollefsrud Gjølberg T, Skeie LG, Hesstvedt L, Ormåsen V, Fevang B, Austad C, Müller KE, Fladeby C, Holberg-Petersen M, Halvorsen B, Müller F, Aukrust P, Dudman S, Ueland T, Andersen JT, Lund-Johansen F, Heggelund L, Dyrhol-Riise AM, Mollnes TE. Systemic complement activation is associated with respiratory failure in COVID-19 hospitalized patients. Proc Natl Acad Sci U S A 2020; 117:25018-25025. [PMID: 32943538 PMCID: PMC7547220 DOI: 10.1073/pnas.2010540117] [Citation(s) in RCA: 261] [Impact Index Per Article: 65.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Respiratory failure in the acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic is hypothesized to be driven by an overreacting innate immune response, where the complement system is a key player. In this prospective cohort study of 39 hospitalized coronavirus disease COVID-19 patients, we describe systemic complement activation and its association with development of respiratory failure. Clinical data and biological samples were obtained at admission, days 3 to 5, and days 7 to 10. Respiratory failure was defined as PO2/FiO2 ratio of ≤40 kPa. Complement activation products covering the classical/lectin (C4d), alternative (C3bBbP) and common pathway (C3bc, C5a, and sC5b-9), the lectin pathway recognition molecule MBL, and antibody serology were analyzed by enzyme-immunoassays; viral load by PCR. Controls comprised healthy blood donors. Consistently increased systemic complement activation was observed in the majority of COVID-19 patients during hospital stay. At admission, sC5b-9 and C4d were significantly higher in patients with than without respiratory failure (P = 0.008 and P = 0.034). Logistic regression showed increasing odds of respiratory failure with sC5b-9 (odds ratio 31.9, 95% CI 1.4 to 746, P = 0.03) and need for oxygen therapy with C4d (11.7, 1.1 to 130, P = 0.045). Admission sC5b-9 and C4d correlated significantly to ferritin (r = 0.64, P < 0.001; r = 0.69, P < 0.001). C4d, sC5b-9, and C5a correlated with antiviral antibodies, but not with viral load. Systemic complement activation is associated with respiratory failure in COVID-19 patients and provides a rationale for investigating complement inhibitors in future clinical trials.
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Affiliation(s)
- Jan C Holter
- Department of Microbiology, Oslo University Hospital, 0424 Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway
| | - Soeren E Pischke
- Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway;
- Division of Emergencies and Critical Care, Oslo University Hospital, 0424 Oslo, Norway
- Department of Immunology, Oslo University Hospital, 0424 Oslo, Norway
| | - Eline de Boer
- Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway
- Department of Immunology, Oslo University Hospital, 0424 Oslo, Norway
| | - Andreas Lind
- Department of Microbiology, Oslo University Hospital, 0424 Oslo, Norway
| | - Synne Jenum
- Department of Infectious Diseases, Oslo University Hospital, 0424 Oslo, Norway
| | - Aleksander R Holten
- Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway
- Department of Acute Medicine, Oslo University Hospital, 0424 Oslo, Norway
| | - Kristian Tonby
- Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway
- Department of Infectious Diseases, Oslo University Hospital, 0424 Oslo, Norway
| | - Andreas Barratt-Due
- Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway
- Division of Emergencies and Critical Care, Oslo University Hospital, 0424 Oslo, Norway
- Department of Immunology, Oslo University Hospital, 0424 Oslo, Norway
| | - Marina Sokolova
- Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway
- Department of Immunology, Oslo University Hospital, 0424 Oslo, Norway
| | - Camilla Schjalm
- Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway
- Department of Immunology, Oslo University Hospital, 0424 Oslo, Norway
| | - Viktoriia Chaban
- Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway
- Department of Immunology, Oslo University Hospital, 0424 Oslo, Norway
| | - Anette Kolderup
- Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway
- Department of Pharmacology, University of Oslo, 0315 Oslo, Norway
| | - Trung Tran
- Department of Immunology, Oslo University Hospital, 0424 Oslo, Norway
| | - Torleif Tollefsrud Gjølberg
- Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway
- Department of Immunology, Oslo University Hospital, 0424 Oslo, Norway
- Department of Pharmacology, University of Oslo, 0315 Oslo, Norway
- Department of Ophthalmology, Oslo University Hospital, 0424 Oslo, Norway
| | - Linda G Skeie
- Department of Infectious Diseases, Oslo University Hospital, 0424 Oslo, Norway
| | - Liv Hesstvedt
- Department of Infectious Diseases, Oslo University Hospital, 0424 Oslo, Norway
| | - Vidar Ormåsen
- Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway
- Department of Infectious Diseases, Oslo University Hospital, 0424 Oslo, Norway
| | - Børre Fevang
- Research Institute of Internal Medicine, Oslo University Hospital, 0424 Oslo, Norway
- Section of Clinical Immunology and Infectious Diseases, Oslo University Hospital, 0424 Oslo, Norway
| | - Cathrine Austad
- Department of Internal Medicine, Vestre Viken Hospital Trust, 3004 Drammen, Norway
| | - Karl Erik Müller
- Department of Internal Medicine, Vestre Viken Hospital Trust, 3004 Drammen, Norway
- Department of Clinical Science, Faculty of Medicine, University of Bergen, 5007 Bergen, Norway
| | - Cathrine Fladeby
- Department of Microbiology, Oslo University Hospital, 0424 Oslo, Norway
| | | | - Bente Halvorsen
- Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway
- Research Institute of Internal Medicine, Oslo University Hospital, 0424 Oslo, Norway
| | - Fredrik Müller
- Department of Microbiology, Oslo University Hospital, 0424 Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway
| | - Pål Aukrust
- Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway
- Research Institute of Internal Medicine, Oslo University Hospital, 0424 Oslo, Norway
- Section of Clinical Immunology and Infectious Diseases, Oslo University Hospital, 0424 Oslo, Norway
- Faculty of Health Sciences, K.G. Jebsen Thrombosis Research and Expertise Center, University of Tromsø, 9037 Tromsø, Norway
| | - Susanne Dudman
- Department of Microbiology, Oslo University Hospital, 0424 Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway
| | - Thor Ueland
- Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway
- Research Institute of Internal Medicine, Oslo University Hospital, 0424 Oslo, Norway
- Faculty of Health Sciences, K.G. Jebsen Thrombosis Research and Expertise Center, University of Tromsø, 9037 Tromsø, Norway
| | - Jan Terje Andersen
- Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway
- Department of Immunology, Oslo University Hospital, 0424 Oslo, Norway
| | - Fridtjof Lund-Johansen
- Department of Immunology, Oslo University Hospital, 0424 Oslo, Norway
- ImmunoLingo Convergence Centre, University of Oslo, 0315 Oslo, Norway
| | - Lars Heggelund
- Department of Internal Medicine, Vestre Viken Hospital Trust, 3004 Drammen, Norway
- Department of Clinical Science, Faculty of Medicine, University of Bergen, 5007 Bergen, Norway
| | - Anne M Dyrhol-Riise
- Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway
- Department of Infectious Diseases, Oslo University Hospital, 0424 Oslo, Norway
| | - Tom E Mollnes
- Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway
- Department of Immunology, Oslo University Hospital, 0424 Oslo, Norway
- Faculty of Health Sciences, K.G. Jebsen Thrombosis Research and Expertise Center, University of Tromsø, 9037 Tromsø, Norway
- Research Laboratory, Nordland Hospital Bodø, 8092 Bodø, Norway
- Centre of Molecular Inflammation Research, Norwegian University of Science and Technology, 7491 Trondheim, Norway
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49
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Ni Z, Wang K, Wang T, Ni Y, Huang W, Zhu P, Fan T, Wang Y, Wang B, Deng J, Qian Z, Liu J, Cai W, Xu S, Du Y, Wang G, Liang Z, Li W, Luo J, Luo F, Liu D. Efficacy of early prone or lateral positioning in patients with severe COVID-19: a single-center prospective cohort. PRECISION CLINICAL MEDICINE 2020; 3:260-271. [PMID: 35960672 PMCID: PMC7543626 DOI: 10.1093/pcmedi/pbaa034] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2020] [Revised: 08/23/2020] [Accepted: 09/15/2020] [Indexed: 02/05/2023] Open
Abstract
Abstract
Background
Position intervention has been shown to improve oxygenation, but its role in non-invasively ventilated patients with severe COVID-19 has not been assessed. The objective of this study was to investigate the efficacy of early position intervention on non-invasively ventilated patients with severe COVID-19.
Methods
This was a single-center, prospective observational study in consecutive patients with severe COVID-19 managed in a provisional ICU at Renmin Hospital of Wuhan University from 31 January to 15 February 2020. Patients with chest CT showing exudation or consolidation in bilateral peripheral and posterior parts of the lungs were included. Early position intervention (prone or lateral) was commenced for > 4 hours daily for 10 days in these patients, while others received standard care.
Results
The baseline parameters were comparable between the position intervention group (n = 17) and the standard care group (n = 35). Position intervention was well-tolerated and increased cumulative adjusted mean difference of SpO2/FiO2 (409, 95% CI 86 to 733) and ROX index (26, 95% CI 9 to 43) with decreased Borg scale (−9, 95% CI −15 to −3) during the first 7 days. It also facilitated absorption of lung lesions and reduced the proportion of patients with high National Early Warning Score 2 (≥ 7) on days 7 and 14, with a trend toward faster clinical improvement. Virus shedding and length of hospital stay were comparable between the two groups.
Conclusions
This study provides the first evidence for improved oxygenation and lung lesion absorption using early position intervention in non-invasively ventilated patients with severe COVID-19, and warrants further randomized trials.
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Affiliation(s)
- Zhong Ni
- Department of Respiratory and Critical Care Medicine, Clinical Research Center for Respiratory Disease, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Kaige Wang
- Department of Respiratory and Critical Care Medicine, Clinical Research Center for Respiratory Disease, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Ting Wang
- Department of Respiratory and Critical Care Medicine, Clinical Research Center for Respiratory Disease, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Yuenan Ni
- Department of Respiratory and Critical Care Medicine, Clinical Research Center for Respiratory Disease, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Wei Huang
- Department of Integrated Traditional Chinese and Western Medicine, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Ping Zhu
- Department of Integrated Traditional Chinese and Western Medicine, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Tao Fan
- Department of Integrated Traditional Chinese and Western Medicine, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Ye Wang
- Department of Respiratory and Critical Care Medicine, Clinical Research Center for Respiratory Disease, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Bo Wang
- Department of Respiratory and Critical Care Medicine, Clinical Research Center for Respiratory Disease, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Jun Deng
- Department of Respiratory and Critical Care Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou 646000, China
| | - Zhicheng Qian
- Intensive Care Unit, the Affiliated Hospital of North Sichuan Medical College, Nanchong 637000, China
| | - Jiasheng Liu
- Department of Gastrointestinal Surgery, Renmin Hospital of Wuhan University, Wuhan 430060, China
| | - Wenhao Cai
- Department of Integrated Traditional Chinese and Western Medicine, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Shanling Xu
- Critical Care Medicine Department, Sichuan Cancer Hospital, Affiliated Cancer Hospital to University of Electronic Science and Technology of China, Chengdu 610041, China
| | - Yu Du
- Department of Emergency and Critical Care Medicine, West China School of Public Health, West China Fourth Hospital, Sichuan University, Chengdu 610041, China
| | - Gang Wang
- Department of Respiratory and Critical Care Medicine, Clinical Research Center for Respiratory Disease, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Zongan Liang
- Department of Respiratory and Critical Care Medicine, Clinical Research Center for Respiratory Disease, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Weimin Li
- Department of Respiratory and Critical Care Medicine, Clinical Research Center for Respiratory Disease, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Jianfei Luo
- Department of Gastrointestinal Surgery, Renmin Hospital of Wuhan University, Wuhan 430060, China
| | - Fengming Luo
- Department of Respiratory and Critical Care Medicine, Clinical Research Center for Respiratory Disease, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Dan Liu
- Department of Respiratory and Critical Care Medicine, Clinical Research Center for Respiratory Disease, West China Hospital, Sichuan University, Chengdu 610041, China
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50
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Miller J, Bruen C, Schnaus M, Zhang J, Ali S, Lind A, Stoecker Z, Stauderman K, Hebbar S. Auxora versus standard of care for the treatment of severe or critical COVID-19 pneumonia: results from a randomized controlled trial. Crit Care 2020; 24:502. [PMID: 32795330 PMCID: PMC7427272 DOI: 10.1186/s13054-020-03220-x] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Accepted: 08/03/2020] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Calcium release-activated calcium (CRAC) channel inhibitors stabilize the pulmonary endothelium and block proinflammatory cytokine release, potentially mitigating respiratory complications observed in patients with COVID-19. This study aimed to investigate the safety and efficacy of Auxora, a novel, intravenously administered CRAC channel inhibitor, in adults with severe or critical COVID-19 pneumonia. METHODS A randomized, controlled, open-label study of Auxora was conducted in adults with severe or critical COVID-19 pneumonia. Patients were randomized 2:1 to receive three doses of once-daily Auxora versus standard of care (SOC) alone. The primary objective was to assess the safety and tolerability of Auxora. Following FDA guidance, study enrollment was halted early to allow for transition to a randomized, blinded, placebo-controlled study. RESULTS In total, 17 patients with severe and three with critical COVID-19 pneumonia were randomized to Auxora and nine with severe and one with critical COVID-19 pneumonia to SOC. Similar proportions of patients receiving Auxora and SOC experienced ≥ 1 adverse event (75% versus 80%, respectively). Fewer patients receiving Auxora experienced serious adverse events versus SOC (30% versus 50%, respectively). Two patients (10%) receiving Auxora and two (20%) receiving SOC died during the 30 days after randomization. Among patients with severe COVID-19 pneumonia, the median time to recovery with Auxora was 5 days versus 12 days with SOC; the recovery rate ratio was 1.87 (95% CI, 0.72, 4.89). Invasive mechanical ventilation was needed in 18% of patients with severe COVID-19 pneumonia receiving Auxora versus 50% receiving SOC (absolute risk reduction = 32%; 95% CI, - 0.07, 0.71). Outcomes measured by an 8-point ordinal scale were significantly improved for patients receiving Auxora, especially for patients with a baseline PaO2/FiO2 = 101-200. CONCLUSIONS Auxora demonstrated a favorable safety profile in patients with severe or critical COVID-19 pneumonia and improved outcomes in patients with severe COVID-19 pneumonia. These results, however, are limited by the open-label study design and small patient population resulting from the early cessation of enrollment in response to regulatory guidance. The impact of Auxora on respiratory complications in patients with severe COVID-19 pneumonia will be further assessed in a planned randomized, blinded, placebo-controlled study. TRIAL REGISTRATION ClinicalTrials.gov, NCT04345614 . Submitted on 7 April 2020.
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Affiliation(s)
| | - Charles Bruen
- Regions Hospital, Health Partners, St. Paul, MN, USA
| | - Michael Schnaus
- Regions Hospital, Health Partners, St. Paul, MN, USA
- Methodist Hospital, Park Nicollet, St. Louis Park, MN, USA
- University of Minnesota, Minneapolis, MN, USA
| | | | - Sadia Ali
- Methodist Hospital, Park Nicollet, St. Louis Park, MN, USA
| | - April Lind
- Methodist Hospital, Park Nicollet, St. Louis Park, MN, USA
| | | | - Kenneth Stauderman
- CalciMedica, Inc., 505 Coast Blvd. South Suite 202, La Jolla, CA, 92037, USA
| | - Sudarshan Hebbar
- CalciMedica, Inc., 505 Coast Blvd. South Suite 202, La Jolla, CA, 92037, USA.
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