AcumenTM hypotension prediction index guidance for prevention and treatment of hypotension in noncardiac surgery: a prospective, single-arm, multicenter trial.

IF 2 3区 医学 Q2 ANESTHESIOLOGY Perioperative Medicine Pub Date : 2024-03-04 DOI:10.1186/s13741-024-00369-9
Xiaodong Bao, Sathish S Kumar, Nirav J Shah, Donald Penning, Mitchell Weinstein, Gaurav Malhotra, Sydney Rose, David Drover, Matthew W Pennington, Karen Domino, Lingzhong Meng, Mariam Treggiari, Claudia Clavijo, Gebhard Wagener, Hovig Chitilian, Kamal Maheshwari
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Abstract

Background: Intraoperative hypotension is common during noncardiac surgery and is associated with postoperative myocardial infarction, acute kidney injury, stroke, and severe infection. The Hypotension Prediction Index software is an algorithm based on arterial waveform analysis that alerts clinicians of the patient's likelihood of experiencing a future hypotensive event, defined as mean arterial pressure < 65 mmHg for at least 1 min.

Methods: Two analyses included (1) a prospective, single-arm trial, with continuous blood pressure measurements from study monitors, compared to a historical comparison cohort. (2) A post hoc analysis of a subset of trial participants versus a propensity score-weighted contemporaneous comparison group, using external data from the Multicenter Perioperative Outcomes Group (MPOG). The trial included 485 subjects in 11 sites; 406 were in the final effectiveness analysis. The post hoc analysis included 457 trial participants and 15,796 comparison patients. Patients were eligible if aged 18 years or older, American Society of Anesthesiologists (ASA) physical status 3 or 4, and scheduled for moderate- to high-risk noncardiac surgery expected to last at least 3 h.

Measurements: minutes of mean arterial pressure (MAP) below 65 mmHg and area under MAP < 65 mmHg.

Results: Analysis 1: Trial subjects (n = 406) experienced a mean of 9 ± 13 min of MAP below 65 mmHg, compared with the MPOG historical control mean of 25 ± 41 min, a 65% reduction (p < 0.001). Subjects with at least one episode of hypotension (n = 293) had a mean of 12 ± 14 min of MAP below 65 mmHg compared with the MPOG historical control mean of 28 ± 43 min, a 58% reduction (p< 0.001). Analysis 2: In the post hoc inverse probability treatment weighting model, patients in the trial demonstrated a 35% reduction in minutes of hypotension compared to a contemporaneous comparison group [exponentiated coefficient: - 0.35 (95%CI - 0.43, - 0.27); p < 0.001].

Conclusions: The use of prediction software for blood pressure management was associated with a clinically meaningful reduction in the duration of intraoperative hypotension. Further studies must investigate whether predictive algorithms to prevent hypotension can reduce adverse outcomes.

Trial registration: Clinical trial number: NCT03805217. Registry URL: https://clinicaltrials.gov/ct2/show/NCT03805217 . Principal investigator: Xiaodong Bao, MD, PhD. Date of registration: January 15, 2019.

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AcumenTM 低血压预测指数指导非心脏手术中低血压的预防和治疗:一项前瞻性、单臂、多中心试验。
背景:术中低血压在非心脏手术中很常见,与术后心肌梗死、急性肾损伤、中风和严重感染有关。低血压预测指数软件是一种基于动脉波形分析的算法,可提醒临床医生患者未来发生低血压事件的可能性,低血压的定义是平均动脉压< 65 mmHg 持续至少 1 分钟:两项分析包括:(1)前瞻性单臂试验,通过研究监护仪连续测量血压,并与历史对比队列进行比较。(2)利用多中心围术期结果组(MPOG)的外部数据,对试验参与者子集与倾向得分加权的同期对比组进行事后分析。该试验包括 11 个地点的 485 名受试者;其中 406 人参加了最终有效性分析。事后分析包括 457 名试验参与者和 15,796 名对比患者。患者年龄在 18 岁或以上、美国麻醉医师协会(ASA)身体状况为 3 或 4 级、计划接受中度至高风险非心脏手术且手术时间至少为 3 小时的患者均符合条件。测量指标:平均动脉压(MAP)低于 65 mmHg 的分钟数和平均动脉压低于 65 mmHg 的面积:分析 1:试验对象(n = 406)的平均动脉压(MAP)低于 65 mmHg 的平均时间为 9 ± 13 分钟,而 MPOG 历史对照组的平均时间为 25 ± 41 分钟,减少了 65% (p < 0.001)。至少发生过一次低血压的受试者(n = 293)平均有 12 ± 14 分钟的 MAP 低于 65 mmHg,而 MPOG 历史对照组的平均值为 28 ± 43 分钟,减少了 58% (p< 0.001)。分析 2:在事后反概率治疗加权模型中,与同期对比组相比,试验患者的低血压时间减少了 35% [指数系数:- 0.35 (95%CI - 0.43, - 0.27);p < 0.001]:使用预测软件进行血压管理可缩短术中低血压的持续时间,具有临床意义。进一步的研究必须探讨预防低血压的预测算法是否能减少不良后果:临床试验编号:NCT03805217:NCT03805217.注册网址: https://clinicaltrials.gov/ct2/show/NCT03805217 。主要研究者:鲍晓东,医学博士Xiaodong Bao, MD, PhD.注册日期:2019 年 1 月 15 日:2019 年 1 月 15 日。
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