使用术中低血压下限控制的血管加压药物自动给药算法的评估:一项模拟研究。

IF 2.9 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL
Emi Morinushi, Osamu Nagata, Fumiyo Yasuma, Aya Kuroyanagi, Kanji Uchida
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引用次数: 0

摘要

背景/目的:本研究的目的是制定血管加压下限控制的评估指标,这是一种在无创血压监测下防止术中长期低血压的策略。方法:采用通用仿真软件,建立间隔1分钟的血压生成模型和间隔5分钟的血管加压药物自动给药模型。当收缩压(sBP)低于阈值时,后者根据预先设定的规则给药。构建了四种给药策略,即联合给药、重复小剂量给药和持续给药。进行模拟,并计算以下评价指标:(1)低于阈值的时间比例(PTBT),(2)低于阈值的平均值(MVBT),(3)平均sBP,(4)中位性能误差(MDPE)和中位绝对性能误差(MDAPE)。结果:PTBT和MVBT分析显示,持续输注降低了低血压的持续时间和严重程度。此外,在平均收缩压减去阈值后,将MVBT加到平均收缩压上,量化了平均收缩压超过阈值的程度。相比之下,MDPE和MDAPE随假设的目标压力变化很大,突出了它们在没有固定目标的情况下评估下限控制的局限性。结论:对于下限控制,PTBT、MVBT和平均收缩压等指标对控制稳定性和低血压避免提供了有用的见解,而当主要目标是超过阈值而不是达到固定目标压力时,MDPE和MDAPE可能不适合用于定量评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Evaluation of Automated Vasopressor Administration Algorithms Using Lower-Limit Control for Intraoperative Hypotension: A Simulation Study.

Evaluation of Automated Vasopressor Administration Algorithms Using Lower-Limit Control for Intraoperative Hypotension: A Simulation Study.

Evaluation of Automated Vasopressor Administration Algorithms Using Lower-Limit Control for Intraoperative Hypotension: A Simulation Study.

Evaluation of Automated Vasopressor Administration Algorithms Using Lower-Limit Control for Intraoperative Hypotension: A Simulation Study.

Background/Objectives: The aim of this study was to develop evaluation metrics for lower-limit vasopressor control, a strategy intended to prevent prolonged intraoperative hypotension under noninvasive blood pressure monitoring. Methods: Using general-purpose simulation software, we developed a blood pressure generation model with one-minute intervals and an automated vasopressor administration model with five-minute intervals. The latter delivered drugs according to predefined rules when systolic blood pressure (sBP) fell below a threshold. Four dosing strategies were constructed by combining bolus, repeated low-dose bolus, and continuous infusion approaches. Simulations were performed, and the following evaluation metrics were calculated: (1) proportion of time below threshold (PTBT), (2) mean value below threshold (MVBT), (3) average sBP, and (4) median performance error (MDPE) and median absolute performance error (MDAPE). Results: PTBT and MVBT analyses showed that incorporating continuous infusion reduced both the duration and severity of hypotension. Moreover, adding MVBT to the average sBP after subtracting the threshold quantified the extent to which sBP exceeded the threshold on average. In contrast, MDPE and MDAPE varied substantially with the assumed target pressure, highlighting their limitations in evaluating lower-limit control without a fixed target. Conclusions: For lower-limit control, metrics such as PTBT, MVBT, and average sBP offer useful insights into control stability and hypotension avoidance, whereas MDPE and MDAPE may be unsuitable for quantitative assessment when the primary goal is to exceed a threshold rather than achieve a fixed target pressure.

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来源期刊
Journal of Clinical Medicine
Journal of Clinical Medicine MEDICINE, GENERAL & INTERNAL-
CiteScore
5.70
自引率
7.70%
发文量
6468
审稿时长
16.32 days
期刊介绍: Journal of Clinical Medicine (ISSN 2077-0383), is an international scientific open access journal, providing a platform for advances in health care/clinical practices, the study of direct observation of patients and general medical research. This multi-disciplinary journal is aimed at a wide audience of medical researchers and healthcare professionals. Unique features of this journal: manuscripts regarding original research and ideas will be particularly welcomed.JCM also accepts reviews, communications, and short notes. There is no limit to publication length: our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible.
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