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Burns KEA, Wong J, Rizvi L, Lafreniere-Roula M, Thorpe K, Devlin JW, Cook DJ, Seely A, Dodek PM, Tanios M, Piraino T, Gouskos A, Kiedrowski KC, Kay P, Mitchell S, Merner GW, Mayette M, D'Aragon F, Lamontagne F, Rochwerg B, Turgeon A, Sia YT, Charbonney E, Aslanian P, Criner GJ, Hyzy RC, Beitler JR, Kassis EB, Kutsogiannis DJ, Meade MO, Liebler J, Iyer-Kumar S, Tsang J, Cirone R, Shanholtz C, Hill NS. Frequency of Screening and Spontaneous Breathing Trial Techniques: A Randomized Clinical Trial. JAMA 2024:2824928. [PMID: 39382222 DOI: 10.1001/jama.2024.20631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/10/2024]
Abstract
Importance The optimal screening frequency and spontaneous breathing trial (SBT) technique to liberate adults from ventilators are unknown. Objective To compare the effects of screening frequency (once-daily screening vs more frequent screening) and SBT technique (pressure-supported SBT with a pressure support level that was >0-≤8 cm H2O and a positive end-expiratory pressure [PEEP] level that was >0-≤5 cm H2O vs T-piece SBT) on the time to successful extubation. Design, Setting, and Participants Randomized clinical trial with a 2 × 2 factorial design including critically ill adults who were receiving invasive mechanical ventilation for at least 24 hours, who were capable of initiating spontaneous breaths or triggering ventilators, and who were receiving a fractional concentration of inspired oxygen that was 70% or less and a PEEP level of 12 cm H2O or less. Recruitment was between January 2018 and February 2022 at 23 intensive care units in North America; last follow-up occurred October 18, 2022. Interventions Participants were enrolled early to enable protocolized screening (more frequent vs once daily) to identify the earliest that patients met criteria to undergo pressure-supported or T-piece SBT lasting 30 to 120 minutes. Main Outcome and Measures Time to successful extubation (time when unsupported, spontaneous breathing began and was sustained for ≥48 hours after extubation). Results Of 797 patients (198 in the once-daily screening and pressure-supported SBT group, 204 in once-daily screening and T-piece SBT, 195 in more frequent screening and pressure-supported SBT, and 200 in more frequent screening and T-piece SBT), the mean age was 62.4 (SD, 18.4) years and 472 (59.2%) were men. There were no statistically significant differences by screening frequency (hazard ratio [HR], 0.88 [95% CI, 0.76-1.03]; P = .12) or by SBT technique (HR, 1.06 [95% CI, 0.91-1.23]; P = .45). The median time to successful extubation was 2.0 days (95% CI, 1.7-2.7) for once-daily screening and pressure-supported SBT, 3.1 days (95% CI, 2.7-4.8) for once-daily screening and T-piece SBT, 3.9 days (95% CI, 2.9-4.7) for more frequent screening and pressure-supported SBT, and 2.9 days (95% CI, 2.0-3.1) for more frequent screening and T-piece SBT. An unexpected interaction between screening frequency and SBT technique required pairwise contrasts that revealed more frequent screening (vs once-daily screening) and pressure-supported SBT increased the time to successful extubation (HR, 0.70 [95% CI, 0.50-0.96]; P = .02). Once-daily screening and pressure-supported SBT (vs T-piece SBT) did not reduce the time to successful extubation (HR, 1.30 [95% CI, 0.98-1.70]; P = .08). Conclusions and Relevance Among critically ill adults who received invasive mechanical ventilation for more than 24 hours, screening frequency (once-daily vs more frequent screening) and SBT technique (pressure-supported vs T-piece SBT) did not change the time to successful extubation. However, an unexpected and statistically significant interaction was identified; protocolized more frequent screening combined with pressure-supported SBTs increased the time to first successful extubation. Trial Registration ClinicalTrials.gov Identifiers: NCT02399267 and NCT02969226.
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Affiliation(s)
- Karen E A Burns
- Interdepartmental Division of Critical Care, University of Toronto, Toronto, Ontario, Canada
- Department of Critical Care, Unity Health Toronto-St Michael's Hospital, Toronto, Ontario, Canada
- Applied Health Research Centre, Li Ka Shing Knowledge Institute, Unity Health Toronto-St Michael's Hospital, Toronto, Ontario, Canada
- Department of Health Research Methods, Evidence, and Impact, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada
| | - Jessica Wong
- University of Toronto, Temerty Faculty of Medicine, Toronto, Ontario, Canada
| | - Leena Rizvi
- Department of Critical Care, Unity Health Toronto-St Michael's Hospital, Toronto, Ontario, Canada
| | - Myriam Lafreniere-Roula
- Applied Health Research Centre, Li Ka Shing Knowledge Institute, Unity Health Toronto-St Michael's Hospital, Toronto, Ontario, Canada
| | - Kevin Thorpe
- Applied Health Research Centre, Li Ka Shing Knowledge Institute, Unity Health Toronto-St Michael's Hospital, Toronto, Ontario, Canada
- University of Toronto, Dalla Lana School of Public Health, Toronto, Ontario, Canada
| | - John W Devlin
- Bouve College of Health Sciences, Northeastern University, Boston, Massachusetts
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, Massachusetts
| | - Deborah J Cook
- Department of Health Research Methods, Evidence, and Impact, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada
- Departments of Medicine and Anesthesia, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada
| | - Andrew Seely
- Department of Critical Care, Ottawa Hospital, Ottawa, Ontario, Canada
- Division of Thoracic Surgery, Department of Surgery and Ottawa Hospital Research Institute, University of Ottawa, Ottawa, Ontario, Canada
| | - Peter M Dodek
- Division of Critical Care Medicine and Center for Advancing Health Outcomes, St Paul's Hospital, Vancouver, British Columbia, Canada
- University of British Columbia, Vancouver, Canada
| | - Maged Tanios
- Division of Pulmonary and Critical Care Medicine, University of California, Irvine
- Pulmonary and Critical Care, Memorial Care, Long Beach Medical Center, Long Beach, California
| | - Thomas Piraino
- Department of Critical Care, Unity Health Toronto-St Michael's Hospital, Toronto, Ontario, Canada
- Departments of Medicine and Anesthesia, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada
| | - Audrey Gouskos
- Patient and Family Advisory Committee of the Frequency of Screening and Spontaneous Breathing Trial Technique Trial, Unity Health Toronto-St Michael's Hospital, Toronto, Ontario, Canada
| | - Kenneth C Kiedrowski
- Patient and Family Advisory Committee of the Frequency of Screening and Spontaneous Breathing Trial Technique Trial, Unity Health Toronto-St Michael's Hospital, Toronto, Ontario, Canada
| | - Phyllis Kay
- Patient and Family Advisory Committee of the Frequency of Screening and Spontaneous Breathing Trial Technique Trial, Unity Health Toronto-St Michael's Hospital, Toronto, Ontario, Canada
| | - Susan Mitchell
- Patient and Family Advisory Committee of the Frequency of Screening and Spontaneous Breathing Trial Technique Trial, Unity Health Toronto-St Michael's Hospital, Toronto, Ontario, Canada
| | - George W Merner
- Patient and Family Advisory Committee of the Frequency of Screening and Spontaneous Breathing Trial Technique Trial, Unity Health Toronto-St Michael's Hospital, Toronto, Ontario, Canada
| | - Michael Mayette
- Departments of Medicine and Anesthesia, Université de Sherbrooke, Sherbrooke, Quebec, Canada
- Centre de Recherche du Centre Hospitalier Universitaire de Sherbrooke, Sherbrooke, Quebec, Canada
| | - Frederick D'Aragon
- Departments of Medicine and Anesthesia, Université de Sherbrooke, Sherbrooke, Quebec, Canada
- Centre de Recherche du Centre Hospitalier Universitaire de Sherbrooke, Sherbrooke, Quebec, Canada
| | - Francois Lamontagne
- Departments of Medicine and Anesthesia, Université de Sherbrooke, Sherbrooke, Quebec, Canada
- Centre de Recherche du Centre Hospitalier Universitaire de Sherbrooke, Sherbrooke, Quebec, Canada
| | - Bram Rochwerg
- Department of Health Research Methods, Evidence, and Impact, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada
- Departments of Medicine and Anesthesia, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada
| | - Alexis Turgeon
- Department of Anesthesiology and Critical Care Medicine, Faculty of Medicine, Université Laval, Quebec, Quebec, Canada
- Population Health and Optimal Health Practice Research Unit, Centre Hospitalier Universitaire de Québec-Université Laval Research Center, Quebec, Quebec, Canada
| | - Ying Tung Sia
- Department of Medicine, Centre Intégré Universitaire en Santé et Services Sociaux Rivières de la Mauricie-et-du-Centre-du Québec, Trois-Rivières, Quebec, Canada
| | - Emmanuel Charbonney
- Department of Medicine, University of Montreal, Montreal, Quebec, Canada
- Centre Hospitalier de l'Université de Montréal, Montreal, Quebec, Canada
| | - Pierre Aslanian
- Department of Medicine, University of Montreal, Montreal, Quebec, Canada
- Centre Hospitalier de l'Université de Montréal, Montreal, Quebec, Canada
| | - Gerard J Criner
- Department of Thoracic Medicine and Surgery, Lewis Katz School of Medicine, Temple University, Philadelphia, Pennsylvania
| | - Robert C Hyzy
- Division of Pulmonary and Critical Care Medicine, Department of Medicine; University of Michigan, Ann Arbor
| | - Jeremy R Beitler
- Center for Acute Respiratory Failure and Department of Internal Medicine, Columbia University, New York, New York
| | - Elias Baedorf Kassis
- School of Medicine, Harvard University, Boston, Massachusetts
- Division of Pulmonary and Critical Care, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Demetrios James Kutsogiannis
- Department of Critical Care Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
| | - Maureen O Meade
- Department of Health Research Methods, Evidence, and Impact, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada
- Departments of Medicine and Anesthesia, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada
- Department of Critical Care, Hamilton Health Sciences, Hamilton, Ontario, Canada
| | - Janice Liebler
- Division of Pulmonary, Critical Care and Medicine, Keck School of Medicine, University of Southern California, Los Angeles
| | - Santhi Iyer-Kumar
- Division of Pulmonary, Critical Care and Medicine, Keck School of Medicine, University of Southern California, Los Angeles
| | - Jennifer Tsang
- Departments of Medicine and Anesthesia, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada
- Niagara Health Knowledge Institute, Niagara Health, St Catharines, Ontario, Canada
| | - Robert Cirone
- Divisions of Critical Care and Anesthesia, Unity Health Toronto-St Joseph's Hospital, Toronto, Ontario, Canada
| | - Carl Shanholtz
- Department of Medicine and Division of Pulmonary and Critical Care Medicine, School of Medicine, University of Maryland, Baltimore
| | - Nicholas S Hill
- Division of Pulmonary, Critical Care and Sleep Medicine, Tufts Medical Center, Boston, Massachusetts
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Cook D, Taneja S, Krewulak K, Zytaruk N, Menon K, Fowler R, Lamontagne F, Kho ME, Rochwerg B, Masse MH, Lauzier F, O'Hearn K, Adhikari NKJ, Burns KEA, Bosma KJ, English S, McNally D, Turgeon AF, Brochard L, Parker M, Clayton L, Rishu A, Tuttle A, Daneman N, Fergusson D, McIntyre L, Kelly L, Orr S, Austin P, Mulligan S, Fiest K. Barriers, Solutions, and Opportunities for Adapting Critical Care Clinical Trials in the COVID-19 Pandemic. JAMA Netw Open 2024; 7:e2420458. [PMID: 38995645 PMCID: PMC11245722 DOI: 10.1001/jamanetworkopen.2024.20458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/13/2024] Open
Abstract
Importance The COVID-19 pandemic created unprecedented challenges for clinical trials worldwide, threatening premature closure and trial integrity. Every phase of research operations was affected, often requiring modifications to protocol design and implementation. Objectives To identify the barriers, solutions, and opportunities associated with continuing critical care trials that were interrupted during the pandemic, and to generate suggestions for future trials. Design, Setting, and Participants This mixed-methods study performed an explanatory sequential analysis involving a self-administered electronic survey and focus groups of principal investigators (PIs) and project coordinators (PCs) conducting adult and pediatric individual-patient randomized trials of the Canadian Critical Care Trials Group during the COVID-19 pandemic. Eligible trials were actively enrolling patients on March 11, 2020. Data were analyzed between September 2023 and January 2024. Main Outcomes and Measures Importance ratings of barriers to trial conduct and completion, solutions employed, opportunities arising, and suggested strategies for future trials. Quantitative data examining barriers were analyzed using descriptive statistics. Data addressing solutions, opportunities, and suggestions were analyzed by qualitative content analysis. Integration involved triangulation of data sources and perspectives about 13 trials, synthesized by an interprofessional team incorporating reflexivity and member-checking. Results A total of 13 trials run by 29 PIs and PCs (100% participation rate) were included. The highest-rated barriers (on a 5-point scale) to ongoing conduct during the pandemic were decisions to pause all clinical research (mean [SD] score, 4.7 [0.8]), focus on COVID-19 studies (mean [SD] score, 4.6 [0.8]), and restricted family presence in hospitals (mean [SD] score, 4.1 [0.8]). Suggestions to enable trial progress and completion included providing scientific leadership, implementing technology for communication and data management, facilitating the informed consent process, adapting the protocol as necessary, fostering site engagement, initiating new sites, streamlining ethics and contract review, and designing nested studies. The pandemic necessitated new funding opportunities to sustain trial enrollment. It increased public awareness of critical illness and the importance of randomized trial evidence. Conclusions and Relevance While underscoring the vital role of research in society and drawing the scientific community together with a common purpose, the pandemic signaled the need for innovation to ensure the rigor and completion of ongoing trials. Lessons learned to optimize research procedures will help to ensure a vibrant clinical trials enterprise in the future.
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Affiliation(s)
- Deborah Cook
- Departments of Medicine, Health Research Evidence & Impact, McMaster University, Hamilton, Canada
| | - Shipra Taneja
- Department of Health Research Evidence & Impact, McMaster University, Hamilton, Canada
| | - Karla Krewulak
- Department of Critical Care, University of Calgary, Calgary, Alberta, Canada
| | - Nicole Zytaruk
- Department of Health Research Evidence & Impact, McMaster University, Hamilton, Canada
| | - Kusum Menon
- Department of Pediatrics, University of Ottawa, Ottawa, Canada
| | - Rob Fowler
- Interdepartmental Division of Critical Care, University of Toronto, Toronto, Canada
| | | | - Michelle E Kho
- School of Rehabilitation Science, McMaster University, Hamilton, Canada
| | - Bram Rochwerg
- Departments of Medicine, Health Research Evidence & Impact, McMaster University, Hamilton, Canada
| | - Marie-Hélène Masse
- Centre de recherche du Centre Hospitalier Universitaire de Sherbrooke, Sherbrooke, Canada
| | - François Lauzier
- Department of Anesthesiology and Critical Care Medicine, Division of Critical Care Medicine, Université Laval, Québec City, Canada
- CHU de Québec-Université Laval Research Center, Québec City, Canada
| | - Katie O'Hearn
- Children's Hospital of Eastern Ontario Research Institute, Ottawa, Canada
| | - Neill K J Adhikari
- Interdepartmental Division of Critical Care, University of Toronto, Toronto, Canada
| | - Karen E A Burns
- Interdepartmental Division of Critical Care, University of Toronto, Toronto, Canada
- Keenan Research Center, Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, Ontario
| | - Karen J Bosma
- Department of Medicine, Division of Critical Care Medicine, Schulich School of Medicine & Dentistry, University of Western Ontario, London, Canada
| | - Shane English
- Department of Medicine (Critical Care), University of Ottawa, Ottawa, Canada and Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Canada
| | - Dayre McNally
- Department of Pediatrics, University of Ottawa, Ottawa, Canada
| | - Alexis F Turgeon
- Department of Anesthesiology and Critical Care Medicine, Division of Critical Care Medicine, Université Laval, Québec City, Canada
- CHU de Québec-Université Laval Research Center, Québec City, Canada
| | - Laurent Brochard
- Interdepartmental Division of Critical Care, University of Toronto, Toronto, Canada
- Keenan Research Center, Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, Ontario
| | - Melissa Parker
- Departments of Pediatrics and Emergency Medicine, McMaster University, Hamilton, Canada
| | - Lucy Clayton
- CHU de Québec-Université Laval Research Center, Québec City, Canada
| | - Asgar Rishu
- Interdepartmental Division of Critical Care, University of Toronto, Toronto, Canada
| | - Angie Tuttle
- Ottawa Hospital Research Institute, Ottawa, Canada
| | - Nick Daneman
- Division of Infectious Diseases, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Canada
| | - Dean Fergusson
- Ottawa Hospital Research Institute, University of Ottawa, Ottawa, Canada
| | | | | | - Sherrie Orr
- Department of Pediatrics, McMaster University, Hamilton, Canada
| | - Peggy Austin
- Departments of Medicine, Health Research Evidence & Impact, McMaster University, Hamilton, Canada
| | - Sorcha Mulligan
- Applied Health Research Centre, Li Ka Shing Knowledge Institute, Unity Health Toronto, St Michael's Hospital, Toronto, Ontario, Canada
| | - Kirsten Fiest
- Department of Critical Care, University of Calgary, Calgary, Alberta, Canada
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Roberts KJ, Goodfellow LT, Battey-Muse CM, Hoerr CA, Carreon ML, Sorg ME, Glogowski J, Girard TD, MacIntyre NR, Hess DR. AARC Clinical Practice Guideline: Spontaneous Breathing Trials for Liberation From Adult Mechanical Ventilation. Respir Care 2024; 69:891-901. [PMID: 38443142 PMCID: PMC11285503 DOI: 10.4187/respcare.11735] [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: 03/07/2024]
Abstract
Despite prior publications of clinical practice guidelines related to ventilator liberation, some questions remain unanswered. Many of these questions relate to the details of bedside implementation. We, therefore, formed a guidelines committee of individuals with experience and knowledge of ventilator liberation as well as a medical librarian. Using Grading of Recommendations Assessment, Development, and Evaluation (GRADE) methodology, we make the following recommendations: (1) We suggest that calculation of a rapid shallow breathing index is not needed to determine readiness for a spontaneous breathing trial (SBT) (conditional recommendation; moderate certainty); (2) We suggest that SBTs can be conducted with or without pressure support ventilation (conditional recommendation, moderate certainty); (3) We suggest a standardized approach to assessment and, if appropriate, completion of an SBT before noon each day (conditional recommendation, very low certainty); and (4) We suggest that FIO2 should not be increased during an SBT (conditional recommendation, very low certainty). These recommendations are intended to assist bedside clinicians to liberate adult critically ill patients more rapidly from mechanical ventilation.
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Affiliation(s)
| | - Lynda T Goodfellow
- American Association for Respiratory Care/Daedalus Enterprises, Irving, Texas; and Georgia State University, Atlanta, Georgia
| | | | | | | | - Morgan E Sorg
- Boise State University, Boise, Idaho; and Bunnell, Inc, Salt Lake City, Utah
| | | | - Timothy D Girard
- Center for Research, Investigation, and Systems Modeling of Acute Illness, Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | | | - Dean R Hess
- American Association for Respiratory Care/Daedalus Enterprises, Irving, Texas; and Massachusetts General Hospital, Boston, Massachusetts
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Tanios MA. Reconnecting to Improve Liberation From Mechanical Ventilation: A New Perspective. Chest 2024; 165:1282-1283. [PMID: 38852960 DOI: 10.1016/j.chest.2024.02.047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Accepted: 02/27/2024] [Indexed: 06/11/2024] Open
Affiliation(s)
- Maged A Tanios
- University of California Irvine, Irvine, CA; MemorialCare, Long Beach Medical Center, Long Beach, CA.
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Burns KEA, Lafrienier-Roula M, Hill NS, Cook DJ, Seely AJE, Rochwerg B, Mayette M, D'Aragon F, Devlin JW, Dodek P, Tanios M, Gouskos A, Turgeon AF, Aslanian P, Sia YT, Beitler JR, Hyzy R, Criner GJ, Kassis EB, Tsang JLY, Meade MO, Liebler JM, Wong JTY, Thorpe KE. Frequency of screening and SBT Technique Trial-North American Weaning Collaboration (FAST-NAWC): an update to the protocol and statistical analysis plan. Trials 2023; 24:626. [PMID: 37784109 PMCID: PMC10544476 DOI: 10.1186/s13063-023-07079-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Accepted: 01/05/2023] [Indexed: 10/04/2023] Open
Abstract
BACKGROUND This update summarizes key changes made to the protocol for the Frequency of Screening and Spontaneous Breathing Trial (SBT) Technique Trial-North American Weaning Collaborative (FAST-NAWC) trial since the publication of the original protocol. This multicenter, factorial design randomized controlled trial with concealed allocation, will compare the effect of both screening frequency (once vs. at least twice daily) to identify candidates to undergo a SBT and SBT technique [pressure support + positive end-expiratory pressure vs. T-piece] on the time to successful extubation (primary outcome) in 760 critically ill adults who are invasively ventilated for at least 24 h in 20 North American intensive care units. METHODS/DESIGN Protocols for the pilot, factorial design trial and the full trial were previously published in J Clin Trials ( https://doi.org/10.4172/2167-0870.1000284 ) and Trials (https://doi: 10.1186/s13063-019-3641-8). As planned, participants enrolled in the FAST pilot trial will be included in the report of the full FAST-NAWC trial. In response to the onset of the coronavirus disease of 2019 (COVID-19) pandemic when approximately two thirds of enrollment was complete, we revised the protocol and consent form to include critically ill invasively ventilated patients with COVID-19. We also refined the statistical analysis plan (SAP) to reflect inclusion and reporting of participants with and without COVID-19. This update summarizes the changes made and their rationale and provides a refined SAP for the FAST-NAWC trial. These changes have been finalized before completion of trial follow-up and the commencement of data analysis. TRIAL REGISTRATION Clinical Trials.gov NCT02399267.
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Affiliation(s)
- Karen E A Burns
- Interdepartmental Division of Critical Care, University of Toronto, Toronto, Canada.
- Division of Critical Care Medicine, St Michael's Hospital, Toronto, Canada.
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, 30 Bond Street, Office 4-045 Donnelly Wing, Toronto, ON, M5B 1W8, Canada.
| | | | - Nicholas S Hill
- Division of Pulmonary, Critical Care and Sleep Medicine, Tufts Medical Center, Boston, USA
| | - Deborah J Cook
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Canada
| | - Andrew J E Seely
- Ottawa Hospital Research Institute, University of Ottawa, Ottawa, Canada
| | - Bram Rochwerg
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Canada
- Department of Medicine, McMaster University, Hamilton, Canada
| | - Michael Mayette
- Centre Hospitalier Universitaire de Sherbrooke, Sherbrooke, Canada
- Centre de Recherche du Centre Hospitalier, Universitaire de Sherbrooke, Sherbrooke, Canada
| | - Frederick D'Aragon
- Centre Hospitalier Universitaire de Sherbrooke, Sherbrooke, Canada
- Centre de Recherche du Centre Hospitalier, Universitaire de Sherbrooke, Sherbrooke, Canada
| | - John W Devlin
- Bouve College of Health Professions, Northeastern University, Boston, USA
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Peter Dodek
- Centre for Health Evaluation and Outcome Sciences, Vancouver, Canada
- University of British Columbia, Vancouver, Canada
| | - Maged Tanios
- Pulmonary and Critical Care Medicine, Memorial Care, Longbeach Medical Center, Longbeach, CA, USA
| | - Audrey Gouskos
- Patient and Family Advisory Committee and Steering Committee Representative, FAST-NAWC Trial, Toronto, Canada
| | - Alexis F Turgeon
- Departments of Anesthesia and Critical Care, Hôpital Enfant-Jésus du CHU de Québec-Université Laval, Quebec City, Canada
| | - Pierre Aslanian
- Service de Soins Intensifs, Département de Médecine, Centre Hospitalier de L'Universite de Montreal, Montreal, Canada
| | - Ying Tung Sia
- Department of Critical Care Medicine, Centre Integre Universitaire de Sante et de Services Sociaux de la Mauricie-et-du-Centre-du-Quebec - Trois Rivieres, Montreal, Canada
| | - Jeremy R Beitler
- Center for Acute Respiratory Failure and Division of Pulmonary, Allergy, and Critical Care Medicine, Columbia University College of Physicians and Surgeons and New York-Presbyterian Hospital, New York, NY, USA
| | - Robert Hyzy
- Division of Pulmonary and Critical Care, University of Michigan Health System, Ann Arbor, MI, USA
| | - Gerard J Criner
- Division of Pulmonary and Critical Care Medicine, Temple University, Lewis Katz School of Medicine, Philadelphia, USA
| | - Elias Baedorf Kassis
- Departments of Medicine (Division of Critical Care) and Anesthesia, Beth Israel Deaconess Medical Center, Boston, USA
| | - Jennifer L Y Tsang
- Department of Medicine, McMaster University, Hamilton, Canada
- Department of Medicine, Division of Critical Care, Niagara Health System - St. Catherines, St. Catherines, Canada
| | - Maureen O Meade
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Canada
- Department of Medicine, McMaster University, Hamilton, Canada
- Division of Critical Care, Hamilton Health Sciences Center, Hamilton, Canada
| | - Janice M Liebler
- Divisions of Pulmonary, Critical Care, and Sleep Medicine, Keck School of Medicine, University of Southern California, Los Angeles, USA
| | - Jessica T Y Wong
- Faculty of Medicine and Dentistry, University of Toronto, Toronto, Canada
| | - Kevin E Thorpe
- Applied Health Research Centre, St. Michael's Hospital, Toronto, Canada
- Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada
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Grissom CK, Holubkov R, Carpenter L, Hanna B, Jacobs JR, Jones C, Knighton AJ, Leither L, Lisonbee D, Peltan ID, Winberg C, Wolfe D, Srivastava R. Implementation of coordinated spontaneous awakening and breathing trials using telehealth-enabled, real-time audit and feedback for clinician adherence (TEACH): a type II hybrid effectiveness-implementation cluster-randomized trial. Implement Sci 2023; 18:45. [PMID: 37735443 PMCID: PMC10515061 DOI: 10.1186/s13012-023-01303-1] [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: 07/27/2023] [Accepted: 09/09/2023] [Indexed: 09/23/2023] Open
Abstract
BACKGROUND Intensive care unit (ICU) patients on mechanical ventilation often require sedation and analgesia to improve comfort and decrease pain. Prolonged sedation and analgesia, however, may increase time on mechanical ventilation, risk for ventilator associated pneumonia, and delirium. Coordinated interruptions in sedation [spontaneous awakening trials (SATs)] and spontaneous breathing trials (SBTs) increase ventilator-free days and improve mortality. Coordination of SATs and SBTs is difficult with substantial implementation barriers due to difficult-to-execute sequencing between nurses and respiratory therapists. Telehealth-enabled remote care has the potential to overcome these barriers and improve coordinated SAT and SBT adherence by enabling proactive high-risk patient monitoring, surveillance, and real-time assistance to frontline ICU teams. METHODS The telehealth-enabled, real-time audit and feedback for clinician adherence (TEACH) study will determine whether adding a telehealth augmented real-time audit and feedback to a usual supervisor-led audit and feedback intervention will yield higher coordinated SAT and SBT adherence and more ventilator-free days in mechanically ventilated patients than a usual supervisor-led audit and feedback intervention alone in a type II hybrid effectiveness-implementation cluster-randomized clinical trial in 12 Intermountain Health hospitals with 15 ICUs. In the active comparator control group (six hospitals), the only intervention is the usual supervisor-led audit and feedback implementation. The telehealth-enabled support (TEACH) intervention in six hospitals adds real-time identification of patients eligible for a coordinated SAT and SBT and consultative input from telehealth respiratory therapists, nurses, and physicians to the bedside clinicians to promote adherence including real-time assistance with execution. All intubated and mechanically ventilated patients ≥ 16 years of age are eligible for enrollment except for patients who die on the day of intubation or have preexisting brain death. Based on preliminary power analyses, we plan a 36-month intervention period that includes a 90-day run-in period. Estimated enrollment in the final analysis is up to 9900 mechanically ventilated patients over 33 months. DISCUSSION The TEACH study will enhance implementation science by providing insight into how a telehealth intervention augmenting a usual audit and feedback implementation may improve adherence to coordinated SAT and SBT and increase ventilator-free days. TRIAL REGISTRATION Clinicaltrials.gov, NCT05141396 , registered 12/02/2021.
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Affiliation(s)
- Colin K Grissom
- Department of Pulmonary and Critical Care Medicine, Intermountain Medical Center, Murray, UT, 84107, USA.
- Division of Pulmonary and Critical Care, Department of Medicine, University of Utah, Salt Lake City, UT, USA.
- Critical Care Operations, Intermountain Health, Canyons Region, Murray, UT, USA.
| | - Richard Holubkov
- Division of Pediatric Critical Care, Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - Lori Carpenter
- Respiratory Care, Intermountain Health, Canyons Region, Salt Lake City, UT, USA
| | - Bridgett Hanna
- Healthcare Delivery Institute, Intermountain Health, Salt Lake City, UT, USA
| | - Jason R Jacobs
- Department of Pulmonary and Critical Care Medicine, Intermountain Medical Center, Murray, UT, 84107, USA
| | - Christopher Jones
- Critical Care Operations, Intermountain Health, Canyons Region, Murray, UT, USA
| | - Andrew J Knighton
- Healthcare Delivery Institute, Intermountain Health, Salt Lake City, UT, USA
| | - Lindsay Leither
- Department of Pulmonary and Critical Care Medicine, Intermountain Medical Center, Murray, UT, 84107, USA
| | - Dee Lisonbee
- Healthcare Delivery Institute, Intermountain Health, Salt Lake City, UT, USA
| | - Ithan D Peltan
- Department of Pulmonary and Critical Care Medicine, Intermountain Medical Center, Murray, UT, 84107, USA
- Division of Pulmonary and Critical Care, Department of Medicine, University of Utah, Salt Lake City, UT, USA
| | - Carrie Winberg
- Respiratory Care, Intermountain Health, Canyons Region, Salt Lake City, UT, USA
| | - Doug Wolfe
- Healthcare Delivery Institute, Intermountain Health, Salt Lake City, UT, USA
| | - Rajendu Srivastava
- Healthcare Delivery Institute, Intermountain Health, Salt Lake City, UT, USA
- Division of Pediatric Hospital Medicine, Department of Pediatrics, University of Utah and Primary Children's Hospital, Salt Lake City, UT, USA
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Park JE, Kim TY, Jung YJ, Han C, Park CM, Park JH, Park KJ, Yoon D, Chung WY. Biosignal-Based Digital Biomarkers for Prediction of Ventilator Weaning Success. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18179229. [PMID: 34501829 PMCID: PMC8430549 DOI: 10.3390/ijerph18179229] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 08/26/2021] [Accepted: 08/27/2021] [Indexed: 12/20/2022]
Abstract
We evaluated new features from biosignals comprising diverse physiological response information to predict the outcome of weaning from mechanical ventilation (MV). We enrolled 89 patients who were candidates for weaning from MV in the intensive care unit and collected continuous biosignal data: electrocardiogram (ECG), respiratory impedance, photoplethysmogram (PPG), arterial blood pressure, and ventilator parameters during a spontaneous breathing trial (SBT). We compared the collected biosignal data's variability between patients who successfully discontinued MV (n = 67) and patients who did not (n = 22). To evaluate the usefulness of the identified factors for predicting weaning success, we developed a machine learning model and evaluated its performance by bootstrapping. The following markers were different between the weaning success and failure groups: the ratio of standard deviations between the short-term and long-term heart rate variability in a Poincaré plot, sample entropy of ECG and PPG, α values of ECG, and respiratory impedance in the detrended fluctuation analysis. The area under the receiver operating characteristic curve of the model was 0.81 (95% confidence interval: 0.70-0.92). This combination of the biosignal data-based markers obtained during SBTs provides a promising tool to assist clinicians in determining the optimal extubation time.
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Affiliation(s)
- Ji Eun Park
- Department of Pulmonology and Critical Care Medicine, Ajou University School of Medicine, Suwon 16499, Korea; (J.E.P.); (Y.J.J.); (J.H.P.); (K.J.P.)
| | | | - Yun Jung Jung
- Department of Pulmonology and Critical Care Medicine, Ajou University School of Medicine, Suwon 16499, Korea; (J.E.P.); (Y.J.J.); (J.H.P.); (K.J.P.)
| | - Changho Han
- Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Yongin 16995, Korea; (C.H.); (C.M.P.)
| | - Chan Min Park
- Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Yongin 16995, Korea; (C.H.); (C.M.P.)
| | - Joo Hun Park
- Department of Pulmonology and Critical Care Medicine, Ajou University School of Medicine, Suwon 16499, Korea; (J.E.P.); (Y.J.J.); (J.H.P.); (K.J.P.)
| | - Kwang Joo Park
- Department of Pulmonology and Critical Care Medicine, Ajou University School of Medicine, Suwon 16499, Korea; (J.E.P.); (Y.J.J.); (J.H.P.); (K.J.P.)
| | - Dukyong Yoon
- BUD.on Inc., Jeonju 54871, Korea;
- Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Yongin 16995, Korea; (C.H.); (C.M.P.)
- Center for Digital Health, Yongin Severance Hospital, Yonsei University Health System, Yongin 16995, Korea
- Correspondence: (D.Y.); (W.Y.C.); Tel.: +82-31-5189-8450 (D.Y.); +82-31-219-5120 (W.Y.C.)
| | - Wou Young Chung
- Department of Pulmonology and Critical Care Medicine, Ajou University School of Medicine, Suwon 16499, Korea; (J.E.P.); (Y.J.J.); (J.H.P.); (K.J.P.)
- Correspondence: (D.Y.); (W.Y.C.); Tel.: +82-31-5189-8450 (D.Y.); +82-31-219-5120 (W.Y.C.)
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