Introducing and Evaluating Extubation AdvisorTM: A Pilot Phase I Observational Study of a Novel Clinical Decision Support Tool to Improve Extubation Decision-making in the Intensive Care Unit
试验速览
- 阶段
- 不适用
- 状态
- 已完成
- 入组人数
- 121
- 试验地点
- 1
- 主要终点
- Evaluate Respiratory Therapist (RTs) feedback on the Extubation Advisor TM (EA)
研究概览
简要总结
Knowing when to liberate critically ill patients from mechanical ventilation (i.e. extubation) is of great importance as both prolonged ventilation and failed extubation are associated with increased morbidity, mortality & costs. The study objective is to improve the safety of extubation by harnessing hidden information contained in the patterns of variation of heart and respiratory rate measured over intervals-in-time.
详细描述
As a standard of care for patients who are intubated in the ICU; to assess ability to be extubated, a Spontaneous Breathing Trial (SBT) is performed, where the level of ventilator support is reduced, and patient's response is observed to predict if they will tolerate extubation.
Spontaneous breathing trials (SBTs) are standard of care in assessing extubation readiness; however, there are no universally accepted guidelines regarding their precise performance and reporting.
Given that health is associated with a high degree of variation of physiologic parameters (e.g. heart and respiratory rate), and illness & stress are associated with a loss of variability, the investigators have demonstrated that maintaining a high level of heart rate (HRV) and respiratory rate variability (RRV) prior to and throughout the Spontaneous Breathing Trial (SBT) will predict successful extubation, and a reduction in heart rate (HRV) and respiratory rate variability (RRV) predicts extubation failure.
Research to date has already demonstrated the added prognostic value and the investigators have derived a predictive model based on continuous monitoring of respiratory rate variability (RRV). The investigators are now poised to evaluate Extubation Advisor (EA) software with the overall goal to transform monitoring and improve care.
This study is a mixed methods, pilot phase I observational study of the clinical implementation of a novel clinical decision support product, Extubation Advisor.TM In this study the investigators will evaluate the feedback of RTs as well as the feedback of MDs post-treatment (extubation) decision.
研究设计
- 研究类型
- Observational
- 观察模型
- Case Only
- 时间视角
- Prospective
入排标准
- 年龄范围
- 18 Years 至 —（Adult, Older Adult）
- 性别
- All
- 接受健康志愿者
- 否
入选标准
- •patients who have been or are expected to be on mechanical ventilation for > 48 hours in total prior to extubation,
- •patients who are ready for Spontaneous Breathing Test (SBT) for assessment for extubation,
- •the patients who are able to tolerate pressure support ventilation ≤ 14 cm H2O (SpO2 ≥ 90% with FiO2 ≤ 40% and PEEP 10 ≤ cm H20,
- •patients who are hemodynamically stable (off vasopressors or on low levels of vasopressors: phenylephrine < 50 ug/min; norepinephrine < 5 ug/min; dobutamine < 5 ug/kg/min; milrinone< 0.4 ug/kg/min),
- •patients whose neurological status is stable (no deterioration in the last 24 hrs, intact respiratory drive and ICP <20),
- •patients who have intact airway reflexes (adequate cough with suctioning and a gag reflex), and
- •patient who are in normal sinus rhythm at the time of the SBT (no pacemaker).
排除标准
- •patients who have "do not re-intubate" order documented on their chart or if withdrawal of life support is anticipated,
- •patients who have a tracheostomy,
- •patients who suffer from known or suspected severe myopathy or neuropathy (i.e. myasthenia gravis, Guillain-Barré syndrome) or quadriplegia,
- •patients who have been previously extubated during the same ICU admission.
结局指标
主要结局
Evaluate Respiratory Therapist (RTs) feedback on the Extubation Advisor TM (EA)
时间窗: 1 year
Evaluate: quality and completeness of data elements and process of data entry, integration with existing RT clinical practice and workflow, time to completion of data entry, 48 hours post extubation/treatment decision obtain RT feedback on quality and overall impression of the report.
Evaluate Intensivist (MD) feedback on the Extubation Advisor TM (EA) Report
时间窗: 1 year
Evaluate quality and completeness of report, ease of integration into existing MD clinical practice and workflow, overall impression and potential impact on decision making.
Evaluate technical feasibility of future real-time implementation of Extubation Advisor TM (EA)
时间窗: 1 year
Introduce Extubation Advisor TM (EA)
时间窗: 1 year
Introduce Extubation Advisor TM (EA) in an observational study in patients being evaluated for extubation, specifically by: (i) engaging RTs to ensure waveform (EKG, CO2) monitoring is in place during spontaneous Breathing Trials (SBTs) and enter clinical data and assessment into the EA data entry screens, (ii) providing RTs and MDs with the EA report at least 48 hours after extubation.
次要结局
未报告次要终点