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使用下限控制的自动血管升压药给药算法对术中低血压的评估:一项模拟研究。

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

作者信息

Morinushi Emi, Nagata Osamu, Yasuma Fumiyo, Kuroyanagi Aya, Uchida Kanji

机构信息

Department of Anesthesiology and Pain Relief Center, The University of Tokyo Hospital, Tokyo 113-8655, Japan.

Department of Anesthesiology and Reanimatology, University of Fukui Hospital, Fukui 910-1193, Japan.

出版信息

J Clin Med. 2025 Sep 19;14(18):6615. doi: 10.3390/jcm14186615.

Abstract

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. 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). : 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. : 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.

摘要

本研究的目的是开发用于下限血管升压药控制的评估指标,这是一种旨在在无创血压监测下预防术中长时间低血压的策略。使用通用模拟软件,我们开发了一个间隔为一分钟的血压生成模型和一个间隔为五分钟的自动血管升压药给药模型。当收缩压(sBP)低于阈值时,后者根据预定义规则给药。通过结合推注、重复小剂量推注和持续输注方法构建了四种给药策略。进行了模拟,并计算了以下评估指标:(1)低于阈值的时间比例(PTBT),(2)低于阈值的平均值(MVBT),(3)平均收缩压,以及(4)中位数性能误差(MDPE)和中位数绝对性能误差(MDAPE)。PTBT和MVBT分析表明,采用持续输注可减少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加上MVBT可量化收缩压平均超过阈值的程度。相比之下,MDPE和MDAPE随假定的目标压力有很大变化,突出了它们在评估无固定目标的下限控制时的局限性。对于下限控制,PTBT、MVBT和平均收缩压等指标有助于深入了解控制稳定性和避免低血压,而当主要目标是超过阈值而非达到固定目标压力时,MDPE和MDAPE可能不适用于定量评估。

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