术后死亡率和发病率的预测和预防
术后死亡率和多种疾病的真实和创新的多模式预测和预防
This study will contribute to creating a prospective and automated preoperative risk assessment algorithm for predicting 30-day mortality, major adverse cardiac and cerebrovascular events (MACCE), and postoperative neurocognitive outcomes following elective cardiac and vascular surgery in older adults. It will evaluate associations between perioperative factors and longer-term neurocognitive outcomes, including postoperative neurocognitive disorder and dementia. In addition, this study will assess scalable, multimodal preoperative and intraoperative interventions to improve perioperative outcomes.
This study will explore two main hypotheses:
- Preoperative personalized prehabilitation with proactive cognitive and behavioral interventions will improve postoperative cognitive outcomes, morbidity, and mortality in high-risk elderly surgical patients.
- Proactive bundled intraoperative interventions are superior to reactive standard of care in reducing postoperative cognitive outcomes, MACCE, and mortality.
Expected Outcome: Improved EHR algorithm will have higher predictive accuracy for MACCE and mortality while predicting postoperative cognitive outcomes.
研究概览
地位
详细说明
This study will cover the following two specific aims:
Aim 1. A pragmatic, non-randomized study to assess the effectiveness of preoperative personalized prehabilitation with proactive cognitive and behavioral interventions versus standard of care on reducing postoperative cognitive outcomes (including postoperative delirium within 30 days, postoperative cognitive decline, and dementia), MACCE, and mortality in high-risk surgical elderly patients (≥65 years). Our Electronic Health Record (EHR)-based automated machine-learning risk prediction algorithm for postoperative mortality and MACCE has been developed using >1.25 million surgical patients' data and implemented with superior performance to comparators. This EHR algorithm will identify approximately 1,000 patients at high risk for 30-day mortality and MACCE who proceed to surgery for Aim 1. Participants will receive either standard of care (n=500) or CPC-guided personalized preoperative prehabilitation with proactive cognitive or behavioral interventions (physical exercise, cognitive training, enhanced social support, and depression support) (n=500), based on real-world clinical referral practices rather than randomization. Cognitive assessments will be performed at baseline, discharge, and at 1, 3, 6, and 12 months.
Aim 2 Hypothesis: Proactive bundled intraoperative interventions are superior to standard intraoperative care in reducing postoperative cognitive outcomes, MACCE, and mortality.
Expected Outcome: The refined EHR-based risk prediction algorithm will demonstrate improved accuracy for predicting MACCE, mortality, and postoperative cognitive outcomes.
研究类型
注册 (估计的)
阶段
- 不适用
联系人和位置
学习联系方式
- 姓名:Alisha Maslanka, BS, CCRC
- 电话号码:4128646779
- 邮箱:maslankaaa@upmc.edu
研究联系人备份
- 姓名:Dayana Alsamsam, BSPS, MSc
- 电话号码:412-623-4147
- 邮箱:alsamsamd@upmc.edu
学习地点
-
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Pennsylvania
-
Pittsburgh、Pennsylvania、美国、15213
- UPMC Presbyterian Hospital
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接触:
- Alisha Maslanka, BS, CCRC
- 电话号码:412-864-6779
- 邮箱:maslankaaa@upmc.edu
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接触:
- Senthilkumar Sadhasivam
- 电话号码:317-948-3845
- 邮箱:ssadhasivam@IUHealth.org
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Pittsburgh、Pennsylvania、美国、15219
- UPMC Mercy Hospital
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接触:
- Senthil Sadhasivam, MD
- 电话号码:4126474484
- 邮箱:sadhasivams@upmc.edu
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Pittsburgh、Pennsylvania、美国、15213
- UPMC Montefiore Hospital
-
接触:
- Senthil Sadhasivam, MD
- 电话号码:4126474484
- 邮箱:sadhasivams@upmc.edu
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Pittsburgh、Pennsylvania、美国、15237
- UPMC Passavant Hospital
-
接触:
- Senthil Sadhasivam, MD
- 电话号码:4126474484
- 邮箱:sadhasivams@upmc.edu
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Pittsburgh、Pennsylvania、美国、15213
- UPMC Shadyside Hospital
-
接触:
- Senthil Sadhasivam, MD
- 电话号码:4126474484
- 邮箱:sadhasivams@upmc.edu
-
-
参与标准
资格标准
适合学习的年龄
接受健康志愿者
有资格学习的性别
描述
Part I Inclusion Criteria:
- 65 years of age and older
- Scheduled for major cardiac surgeries including coronary artery bypass and valvular repair and/or vascular surgeries including carotid endarterectomy, aortic aneurysm repair, and major vascular surgeries
- Informed consent
- English speaking patients
Part II Inclusion Criteria:
- Enrolled in Aim 1 / Part I Preoperative Intervention Trial
- Scheduled for high-risk, cardiac or vascular surgery requiring intraoperative neurophysiological monitoring (IONM)
Part I Exclusion Criteria:
- Children (<18 years)
- Patients unable to provide consent
- Participants undergoing same day procedures or operations (discharged same day)
- Patients with severe preoperative medical diseases such as blindness or significant visual impairment, unresolved motor weakness, or any other perioperative events or complications that would have a bearing on the patient's ability to perform study tasks, neuropsychological tests, and proposed interventions
Part II Exclusion Criteria:
- Pregnant women
- Patients do not provide consent.
- Patients are unable to participate in cognitive and other behavioral assessment due to physical limitations
- Patients refuse any blood transfusions during surgery
学习计划
研究是如何设计的?
设计细节
- 主要用途:预防
- 分配:随机化
- 介入模型:并行分配
- 屏蔽:无(打开标签)
武器和干预
参与者组/臂 |
干预/治疗 |
|---|---|
|
实验性的:CPC Preoperative Intervention (Aim 1)
Participants referred to the Center for Perioperative Care (CPC) by their surgical team will receive preoperative prehabilitation and proactive cognitive and behavioral interventions prior to surgery. Assignment to this group is not randomized and reflects real world clinical practice. Participants will receive standard intraoperative monitoring during surgery. |
Patients referred for elective surgery will be scheduled for a preoperative evaluation (3 to 6 weeks prior to surgery) and will receive standardized and personalized assessment and prehabilitation according to UPMC disease specific algorithms Participants will be provided with access to the Lumosity (Lumos Labs) software for installation on a home device. They will be trained to navigate the touchscreen tablet and guided through an introductory series of brain exercise games focused on 5 main categories: memory, speed, attention, flexibility, and problem-solving. Patients will be asked to complete a cognitive exercise dosage of a minimum of 20 minutes a day for ≥5 days prior to their date of surgery. Research coordinators and volunteers from UPMC's Hospital Elder Life Program (HELP) will reach out to participants daily for a quick social check-in and to remind them to perform their training. Compliance data will be retrieved from the Lumosity app. A single guided meditation session with instructions will be provided using a smart device. The meditation session will last for at least 10 minutes daily starting at least 1-week prior to surgery. If the subject does not own a smart device, one will be provided or meditation will be completed in-person or over the phone. Participants in the intervention group will meet with an occupational or physical therapist approximately 1-6 weeks before surgery who will discuss the potential benefits of exercise and give directions for an easy strength training exercise. Participants will then be provided with a video link for a guided exercise and encouraged to walk or perform a seated strength exercise for ≥ 5 minutes each day for at least 1 week before surgery and after surgery. Patient reported frequency, fitness app compliance and exercise duration with REDCap email or mobile link or over telephone will be collected before and after surgery. Patients will be cleared by an occupational or physical therapist to perform the upper-extremity exercises and will confirm the exercises are not contraindicated after surgery. An occupational or physical therapist will see subject again post-surgery to mitigate risk of injury. Research coordinators and volunteers from the Hospital Elder Life Program (HELP) will contact participants prior to surgery to discuss concerns, provide regular social support, and remind participants to complete assigned cognitive exercises. The role of family members and caregivers in supporting the participant will also be discussed, and their involvement will be encouraged when appropriate. Participants in the CPC preoperative intervention group may receive preoperative interventions to address depressive symptoms as part of CPC-guided prehabilitation, when clinically indicated. This includes routine intraoperative SSEP and EEG monitoring. Physician oversight and interpretation of real-time neuromonitoring data will be performed using a combined on-site and remote model at UPMC. In the event that changes in EEG or SSEP are considered significant by the oversight neurophysiologists, the surgical team will be immediately informed so that immediate appropriate action can be taken to reverse the change. |
|
有源比较器:Preoperative Standard of Care (Aim 1)
Participants who do not receive CPC referral will receive standard preoperative care prior to surgery. Assignment to this group is not randomized. Participants will receive standard intraoperative monitoring during surgery. |
This includes routine intraoperative SSEP and EEG monitoring. Physician oversight and interpretation of real-time neuromonitoring data will be performed using a combined on-site and remote model at UPMC. In the event that changes in EEG or SSEP are considered significant by the oversight neurophysiologists, the surgical team will be immediately informed so that immediate appropriate action can be taken to reverse the change. Participants will receive routine preoperative clinical care per institutional standard practice. |
|
实验性的:Proactive Bundled Intraoperative Interventions (Aim 2)
Participants in Aim 2 are drawn from Aim 1 participants who meet IONM eligibility. Participants requiring intraoperative neurophysiological monitoring will be randomized on the day of surgery to receive proactive bundled intraoperative interventions in addition to standard intraoperative monitoring. |
This includes routine intraoperative SSEP and EEG monitoring. Physician oversight and interpretation of real-time neuromonitoring data will be performed using a combined on-site and remote model at UPMC. In the event that changes in EEG or SSEP are considered significant by the oversight neurophysiologists, the surgical team will be immediately informed so that immediate appropriate action can be taken to reverse the change. Participants randomized to the proactive bundled intervention group (Group D) will receive routine intraoperative SSEP and EEG monitoring and proactive optimization of intraoperative physiology, including maintaining mean arterial pressure ≥65 mmHg, adequate oxygenation, opioid sparing analgesia, and avoidance of deep anesthesia and benzodiazepines. If persistent focal changes in SSEP and EEG (i.e., changes in one hemisphere) occur, reactive measures will be implemented to increase cerebral perfusion, including ensuring hematocrit >30, maintaining anesthetic BIS >50-60, and initiating stroke management and thrombectomy if clinically indicated |
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有源比较器:Reactive Intraoperative Standard of Care (Aim 2)
Participants in Aim 2 are drawn from Aim 1 participants who meet IONM eligibility. Participants requiring intraoperative neurophysiological monitoring will be randomized on the day of surgery to receive reactive standard of care intraoperative management with routine SSEP and EEG monitoring. |
This includes routine intraoperative SSEP and EEG monitoring. Physician oversight and interpretation of real-time neuromonitoring data will be performed using a combined on-site and remote model at UPMC. In the event that changes in EEG or SSEP are considered significant by the oversight neurophysiologists, the surgical team will be immediately informed so that immediate appropriate action can be taken to reverse the change. |
研究衡量的是什么?
主要结果指标
结果测量 |
措施说明 |
大体时间 |
|---|---|---|
|
Postoperative Delirium (POD)
大体时间:At baseline screening, then up to 30 days post-operatively
|
Postoperative delirium will be assessed using the Confusion Assessment Method (CAM). Participants will be classified as having delirium or not having delirium based on standard CAM criteria. A positive CAM indicates the presence of delirium. |
At baseline screening, then up to 30 days post-operatively
|
次要结果测量
结果测量 |
措施说明 |
大体时间 |
|---|---|---|
|
Depression
大体时间:at discharge and then at post-operative months of 1, 3, 6, and 12.
|
Patient Health Questionnaire (PHQ-8) will be used to assess depression symptoms. Scores range from 0 to 27, with higher scores indicating more severe depression. Scoring is as follows: 1 to 4 minimal, 5 to 9 mild, 10 to 14 moderate, 15 to 19 moderately severe, and 20 to 27 severe depression. |
at discharge and then at post-operative months of 1, 3, 6, and 12.
|
|
Dementia
大体时间:Post-operative months 6 and 12.
|
Dementia severity will be assessed using the Clinical Dementia Rating scale (CDR). Scores range from 0 (none) to 3 (severe). |
Post-operative months 6 and 12.
|
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Postoperative Cognitive Decline (POCD)
大体时间:Post-operative months 1, 3, 6, and 12.
|
Cognitive function will be assessed using the Montreal Cognitive Assessment (MoCA). Scores range from 0 to 30, with higher scores indicating better cognitive function. Postoperative cognitive decline will be defined as a decline in MoCA score compared with the preoperative baseline. |
Post-operative months 1, 3, 6, and 12.
|
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Postoperative Neurocognitive Disorder (PND)
大体时间:Post-operative months 1 and 3.
|
Postoperative neurocognitive disorder will be assessed based on changes from preoperative baseline in standardized cognitive assessments, including the Montreal Cognitive Assessment (MoCA). Declines in cognitive performance relative to baseline will be used to identify postoperative neurocognitive disorder. |
Post-operative months 1 and 3.
|
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30-day Major Adverse Cardiac and Cerebrovascular Events (MACCE)
大体时间:Within 30 days post-surgery.
|
This outcome measures whether a participant experiences any major adverse cardiac or cerebrovascular event within 30 days after surgery. Events included in this composite outcome are death from any cause, myocardial infarction (heart attack), stroke, or cardiac arrest. Participants will be counted once if they experience one or more of these events during the 30 day postoperative period. |
Within 30 days post-surgery.
|
|
Acute Kidney Injury (AKI)
大体时间:within 48 hours
|
Incidence of postoperative acute kidney injury (AKI) within 48 hours. AKI is defined as below: Increase in serum creatinine by ≥0.3 mg/dL (≥26.5 micromol/L) within 48 hours, or Increase in serum creatinine to ≥1.5 times preoperative baseline value. Urine volume <0.5 mL/kg/hour for at least six hours |
within 48 hours
|
|
Major Adverse Limb Events (MALE)
大体时间:Post-operative months 1, 3, 6, and 12.
|
Incidence of major adverse limb events including surgical or catheter-based revascularization or amputation. MALE includes any open surgical revascularization procedure (i.e., femoral endarterectomy, bypass surgery, thrombectomy or embolectomy, etc), catheter directed lysis to the lower extremities, and above ankle amputation. |
Post-operative months 1, 3, 6, and 12.
|
|
Postoperative Stroke
大体时间:Within 30 days post-surgery.
|
Incidence of postoperative stroke confirmed by clinical diagnosis. |
Within 30 days post-surgery.
|
合作者和调查者
调查人员
- 首席研究员:Senthilkumar Sadhasivam, MD, MPH, MBA、University of Pittsburgh
研究记录日期
研究主要日期
学习开始 (估计的)
初级完成 (估计的)
研究完成 (估计的)
研究注册日期
首次提交
首先提交符合 QC 标准的
首次发布 (实际的)
研究记录更新
最后更新发布 (实际的)
上次提交的符合 QC 标准的更新
最后验证
更多信息
与本研究相关的术语
其他相关的 MeSH 术语
其他研究编号
- STUDY25110125
计划个人参与者数据 (IPD)
计划共享个人参与者数据 (IPD)?
药物和器械信息、研究文件
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研究美国 FDA 监管的设备产品
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