Liberation From Mechanical Ventilation Using Extubation Advisor Decision Support
- Conditions
- Airway Extubation
- Interventions
- Device: Extubation Advisor
- Registration Number
- NCT05506904
- Lead Sponsor
- Ottawa Hospital Research Institute
- Brief Summary
Timely and safe extubation in critically ill patients is vitally important as prolonged mechanical ventilation and failed attempts at extubation are associated with increased morbidity, mortality, costs, intensive care unit (ICU) stays, and a risk for aerosolization of COVID-19 to health care providers. A Spontaneous Breathing Trial (SBT) is the current standard of care to assess a patient's readiness for extubation. However, SBTs are performed in various ways and have poor ability to predict successful extubation on their own. There is an urgent need to improve and standardize extubation decision-making. In a prior multicenter study, the investigators showed that decreased respiratory rate variability during SBTs predicted extubation failure better than other predictive indices.
The Extubation Advisor (EA) tool combines clinician's assessments of extubation readiness with predictive analytics and risk mitigation strategies for individual patients. In a single centre observational study, the investigators demonstrated the ability to deliver EA reports to the bedside and acceptability of this decision-support tool to respiratory therapists (RTs) and physicians (MDs).
The investigators will conduct the Liberation from mechanical ventilation using EA Decision Support (LEADS) Pilot Trial to assess feasibility outcomes. They will include critically ill adults who are invasively ventilated for \>48 hours and are ready to undergo an SBT.
Patients in the intervention arm undergo an EA assessment and treating clinicians (RTs, MDs) will receive an EA report for each SBT conducted. The EA report will help to guide extubation decision-making. Patients in the control arm receive standard care. SBTs will be directed by clinicians.
The primary feasibility outcome will reflect the ability to recruit the desired population. The investigators will also assess the usefulness of the tool to MDs and complete an analysis of resource utilization to inform future economic analyses of cost-effectiveness. The investigators aim to recruit 1 to 2 patients/month/center.
The LEADS trial is novel and low-risk. It is the first trial to evaluate use of a bedside decision support tool to assist ICU clinicians with extubation decision-making. The LEADS pilot trial will inform the design of a future, large-scale randomized controlled trial that is expected to enhance the care delivered to critically ill patients, improve extubation outcomes, and inform extubation practice in ICUs.
- Detailed Description
Background: Timely and safe extubation (i.e. endotracheal tube removal) in critically ill patients is vitally important as prolonged mechanical ventilation and failed attempts at extubation (i.e. re-intubation\<48 hrs; 15% incidence) are associated with increased morbidity, mortality, costs, intensive care unit (ICU) stays, and a risk for aerosolization of COVID-19 to health care providers. A Spontaneous Breathing Trial (SBT) is the current standard of care to assess a patient's readiness for extubation. However, SBTs are performed in various ways and have poor ability to predict successful extubation on their own. There is an urgent need to improve and standardize extubation decision-making in the intensive care unit. In a prior multicenter study (n=721), the investigators showed that decreased respiratory rate variability during SBTs predicted extubation failure better than other predictive indices. The Extubation Advisor (EA) tool combines clinician's assessments of extubation readiness with predictive analytics and risk mitigation strategies for individual patients. In a single centre observational study (n=117; 2 ICUs), the investigators demonstrated the ability to deliver EA reports to the bedside and acceptability of this decision-support tool to respiratory therapists (RTs) and physicians (MDs).
Proposed Trial: The investigators will conduct the Liberation from mechanical ventilation using EA Decision Support (LEADS) Pilot Trial to assess feasibility outcomes including recruitment of critically ill patients with and without COVID-19 and protocol adherence.
Patients: The investigators will include critically ill adults who are invasively ventilated for \>48 hours and who are ready to undergo an SBT with a view to extubation.
Intervention: Patients in the intervention arm will undergo an EA assessment and treating clinicians (RTs, MDs) will receive an EA report for each SBT conducted. The EA report will help to guide, rather than direct extubation decision-making by MDs.
Control: Patients in the control arm will receive standard care. SBTs will be directed by clinicians, using current best evidence. No EA assessments will be made, and no EA reports will be generated.
Outcomes: The primary feasibility outcome will reflect the ability to recruit the desired population. Secondary feasibility outcomes will assess rates of (i) consent (for eligible patients approached), (ii) randomization, (iii) intervention adherence, (iv) crossovers (EA to standard care and standard care to EA), and (v) completeness of clinical outcomes collected. The investigators will also assess the usefulness of the tool to MDs and complete an analysis of resource utilization to inform future economic analyses of cost-effectiveness. The investigators aim to recruit 1 to 2 patients/month/center on average. The investigators aim to achieve \>75% consent rate, \>95% randomization rate in consented patients, \>80% of EA reports generated and delivered (intervention arm), \<10% crossovers (both arms), and \>90% of patients with complete clinical outcomes. The investigators will report feasibility outcomes overall and by site.
Impact: The LEADS trial was informed by extensive preparatory work conducted within two parallel programs of research on weaning and extubation. The LEADS trial is novel and low-risk. It is the first trial to evaluate use of a bedside decision support tool to assist ICU clinicians with extubation decision-making. The LEADS pilot trial will inform the design of a future, large-scale randomized controlled trial that is expected to enhance the care delivered to critically ill patients, improve extubation outcomes, and inform extubation practice in ICUs.
Recruitment & Eligibility
- Status
- RECRUITING
- Sex
- All
- Target Recruitment
- 100
- With or without COVID-19
- In the intensive care unit (ICU)
- Able to provide informed consent (through a surrogate)
- Critically ill adults (age≥18)
- Anticipated to need invasive ventilation for >48 hours prior to an initial SBT
- Ready to undergo an initial SBT within the next 24 hours with a view to extubation as per treating MDs. As per the FAST trial, an SBT will be defined as a focused assessment on low ventilator settings [T-piece, continuous positive airway pressure (CPAP), or PS < 8 cm H2O regardless of positive end-expiratory pressure (PEEP)]
- Suffer from known or suspected peripheral severe myopathy or neuropathy, or limb weakness or paralysis or central (e.g., post arrest, large intracranial stroke or bleed) injury or Glasgow Coma Scale (GCS) < 6
- Do not wish to be re-intubated as part of their treatment goals
- Were previously extubated during the same ICU admission
- Have undergone 1 or more SBTs
- Already have a tracheostomy
- Are moribund or expected to die.
Study & Design
- Study Type
- INTERVENTIONAL
- Study Design
- PARALLEL
- Arm && Interventions
Group Intervention Description Extubation Advisor Extubation Advisor Wave form data from participants' spontaneous breathing trials (SBT) will be analyzed using Extubation Advisor (EA) to generate an EA report that provides clinical decision support regarding extubation.
- Primary Outcome Measures
Name Time Method Evaluate the feasibility of enrolling 1-2 patients per centre per month Upon study completion, 12 months after study initiation Feasibility of patient enrolment will be evaluated by determining if 1-2 patients are enrolled per centre per month.
- Secondary Outcome Measures
Name Time Method Evaluate feasibility of consenting greater than 75% of eligible patients Upon study completion, 12 months after study initiation Feasibility of consenting eligible patients will be evaluated by determining if greater than 75% of eligible patients are consented to participate.
Evaluate feasibility of randomizing greater the 95% of consented patients Upon study completion, 12 months after study initiation Feasibility of randomizing consented patients will be evaluated by determining if greater than 95% of consented patients are randomized to either the intervention or standard of care arm.
Evaluate feasibility of generating and delivering greater than 80% of EA reports to the attending physician Upon study completion, 12 months after study initiation Feasibility of EA report generation will be evaluated by determining if greater than 80% of the time, EA reports are generated and delivered to the attending physician.
Evaluate feasibility of crossovers between the intervention and control arms occurring less than 10% of the time Upon study completion, 12 months after study initiation Feasibility of limiting crossovers will be evaluated by determining if crossovers between the intervention and control arms occur less than 10% of the time.
Evaluate usefulness of EA reports Upon study completion, 12 months after study initiation Usefulness of EA reports will be evaluated by MDs using a Likert scale (1-6) and be evaluated overall, by centre, by MD experience, and by MD gender. The minimum value of the scale (1) will be "not useful" and the maximum value of the scale (6) will be "very useful", with a higher value indicating a more positive opinion of the EA report.
Evaluate feasibility of collecting complete patient outcomes greater than 90% of the time Upon study completion, 12 months after study initiation Feasibility of collecting complete patient outcomes will be evaluated by determining if complete patient outcomes are collected greater than 90% of the time.
Evaluate institutional costs required to implement the EA device Upon study completion, 12 months after study initiation The institutional costs required to implement the EA device will be evaluated by collecting institutional costs.
Evaluate the time required by respiratory therapists to implement the EA device Upon study completion, 12 months after study initiation The time required by respiratory therapists to implement the EA device will be evaluated by collecting the amount of time respiratory therapist spend implementing the EA device.
Evaluate the time required by research coordinators to implement the EA device Upon study completion, 12 months after study initiation The time required by research coordinators to implement the EA device will be evaluated by collecting the amount of time research coordinators spend implementing the EA device.
Trial Locations
- Locations (12)
Royal Alexandra Hospital
🇨🇦Edmonton, Alberta, Canada
St. Boniface Hospital
🇨🇦Winnipeg, Manitoba, Canada
Health Sciences Centre Winnipeg
🇨🇦Winnipeg, Manitoba, Canada
Sunnybrook Health Sciences Centre
🇨🇦Toronto, Ontario, Canada
Hotel Dieu de Levis
🇨🇦Levis, Quebec, Canada
Hopital de l'Enfant Jesus
🇨🇦Quebec City, Quebec, Canada
Institut universitaire de cardiologie et de pneumologie de Québec
🇨🇦Ste-Foy, Quebec, Canada
Kingston Health Sciences Centre
🇨🇦Kingston, Ontario, Canada
The Ottawa Hospital
🇨🇦Ottawa, Ontario, Canada
Queensway Carleton Hospital
🇨🇦Ottawa, Ontario, Canada
Unity Health Toronto - St. Michael's Hospital
🇨🇦Toronto, Ontario, Canada
Centre hospitalier de l'Université de Montréal (CHUM)
🇨🇦Montréal, Quebec, Canada