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Response Surface Modeling of Remimazolam and Sevoflurane

2026年5月27日 更新者:Kim Hee Young、Pusan National University Yangsan Hospital

Response Surface Model Between Remimazolam and Sevoflurane; Comparison of the Minto and the Greco Model

This prospective randomized open-label study aims to investigate the pharmacodynamic interaction between remimazolam and sevoflurane during general anesthesia using response surface modeling. Although remimazolam has favorable hemodynamic stability compared with propofol, its hypnotic effect may be less predictable and poorly correlated with conventional sedation monitoring indices such as the bispectral index (BIS). In clinical practice, remimazolam and sevoflurane are often combined during induction and maintenance of anesthesia; however, the optimal interaction between these agents remains unclear.

This study will evaluate whether the interaction between remimazolam and sevoflurane is synergistic, additive, or infra-additive using two representative response surface interaction models: the Minto model and the Greco model. BIS values and predicted effect-site concentrations will be analyzed using NONMEM software.

研究概览

详细说明

Remimazolam is a recently developed ultra-short-acting benzodiazepine anesthetic with favorable pharmacokinetic characteristics, including a short context-sensitive decrement time and relatively stable hemodynamics. Despite these advantages, remimazolam may exhibit weaker hypnotic potency and inconsistent correlations with conventional anesthetic depth monitors such as BIS.

In current clinical practice, anesthesiologists frequently combine remimazolam with volatile anesthetics such as sevoflurane during induction or maintenance of anesthesia. However, the pharmacodynamic interaction between remimazolam and sevoflurane has not been fully elucidated.

The present study will investigate the interaction between remimazolam and sevoflurane using response surface modeling. The study will enroll adult patients undergoing elective laparoscopic surgery under general anesthesia. Various combinations of remimazolam infusion rates and end-tidal sevoflurane concentrations will be administered during anesthetic induction. BIS values and predicted effect-site concentrations will be collected and analyzed.

Pharmacodynamic interaction analyses will be performed using NONMEM nonlinear mixed-effects modeling software. Both the Minto interaction model and the Greco interaction model will be applied to determine whether the interaction between remimazolam and sevoflurane is synergistic, additive, or infra-additive.

研究类型

介入性

注册 (估计的)

80

阶段

  • 不适用

联系人和位置

本节提供了进行研究的人员的详细联系信息,以及有关进行该研究的地点的信息。

学习联系方式

  • 姓名:Hee Young Kim, MD, PhD
  • 电话号码:82-55-360-2129
  • 邮箱:anekhy@gmail.com

学习地点

      • Yangsan、韩国、50612
        • 招聘中
        • Pusan National University Yangsan Hospital
        • 接触:
          • Hee Young Kim, MD, PhD
          • 电话号码:82-55-360-2129
          • 邮箱:anekhy@gmail.com

参与标准

研究人员寻找符合特定描述的人,称为资格标准。这些标准的一些例子是一个人的一般健康状况或先前的治疗。

资格标准

适合学习的年龄

  • 成人
  • 年长者

接受健康志愿者

不

描述

Inclusion Criteria:

  • Adults aged 20 to 80 years
  • Scheduled for elective surgery under general anesthesia at Pusan National University Yangsan Hospital
  • American Society of Anesthesiologists (ASA) physical status I or II
  • Able to provide written informed consent

Exclusion Criteria:

  • Known allergy to remimazolam or sevoflurane
  • Renal, hepatic, neuromuscular, or neurological disease
  • Use of medications affecting the central nervous system
  • Chronic psychoactive drug use
  • Ischemic heart disease
  • Pregnant women

学习计划

本节提供研究计划的详细信息,包括研究的设计方式和研究的衡量标准。

研究是如何设计的?

设计细节

  • 主要用途:基础科学
  • 分配:不适用
  • 介入模型:单组作业
  • 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:Remimazolam and Sevoflurane Combination During Anesthetic Induction
Participants undergoing elective surgery under general anesthesia will receive varying combinations of remimazolam and sevoflurane during anesthetic induction to evaluate pharmacodynamic interactions using response surface modeling.
Remimazolam will be administered at infusion rates ranging from 0 to 6 mg/kg/h using an infusion pump with pharmacokinetic simulation software.
Sevoflurane will be administered by inhalation with targeted end-tidal concentrations between 0 and 2 vol%.

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
Interaction coefficient (α) between remimazolam and sevoflurane derived from the Minto response surface model
大体时间:During anesthetic induction
The interaction coefficient (α) describing the pharmacodynamic interaction between remimazolam effect-site concentration and end-tidal sevoflurane concentration will be estimated using the Minto response surface model based on BIS values collected during anesthetic induction.
During anesthetic induction
Interaction parameter between remimazolam and sevoflurane derived from the Greco response surface model
大体时间:During anesthetic induction
The pharmacodynamic interaction parameter describing the interaction between remimazolam effect-site concentration and end-tidal sevoflurane concentration will be estimated using the Greco response surface model based on BIS values collected during anesthetic induction.
During anesthetic induction

次要结果测量

结果测量
措施说明
大体时间
BIS response according to hypnotic combinations
大体时间:During anesthetic induction
Bispectral Index (BIS) values will be continuously recorded during anesthetic induction according to predefined combinations of remimazolam effect-site concentration and end-tidal sevoflurane concentration. The BIS is a processed electroencephalographic monitoring scale ranging from 0 to 100, where lower values indicate deeper levels of hypnosis and higher values indicate lighter levels of sedation or consciousness.
During anesthetic induction
Loss of consciousness (LOC)
大体时间:During anesthetic induction
Time to loss of consciousness during induction
During anesthetic induction
Recovery of consciousness (ROC)
大体时间:During emergence from anesthesia
Time to recovery of consciousness
During emergence from anesthesia
Heart rate
大体时间:Intraoperative period
Heart rate (beats per minute) will be recorded at 5-minute intervals during the intraoperative period.
Intraoperative period
Systolic blood pressure
大体时间:Intraoperative period
Systolic blood pressure (mmHg) will be recorded at 5-minute intervals during the intraoperative period.
Intraoperative period
Mean blood pressure
大体时间:Intraoperative period
Mean blood pressure (mmHg) will be recorded at 5-minute intervals during the intraoperative period.
Intraoperative period
Cardiac output
大体时间:Intraoperative period
Cardiac output (L/min) will be recorded at 5-minute intervals during the intraoperative period.
Intraoperative period
Cardiac index
大体时间:Intraoperative period
Cardiac index (L/min/m²) will be recorded at 5-minute intervals during the intraoperative period.
Intraoperative period
Stroke volume variation
大体时间:Intraoperative period
Stroke volume variation (%) will be recorded at 5-minute intervals during the intraoperative period.
Intraoperative period
Pulse pressure variation
大体时间:Intraoperative period
Pulse pressure variation (%) will be recorded at 5-minute intervals during the intraoperative period.
Intraoperative period
Peripheral oxygen saturation
大体时间:Intraoperative period
Peripheral oxygen saturation (%) will be recorded at 5-minute intervals during the intraoperative period.
Intraoperative period

合作者和调查者

在这里您可以找到参与这项研究的人员和组织。

调查人员

  • 首席研究员:Hee Young Kim, MD, PhD、Pusan National University Yangsan Hospital, Yangsan, South Korea

出版物和有用的链接

负责输入研究信息的人员自愿提供这些出版物。这些可能与研究有关。

研究记录日期

这些日期跟踪向 ClinicalTrials.gov 提交研究记录和摘要结果的进度。研究记录和报告的结果由国家医学图书馆 (NLM) 审查,以确保它们在发布到公共网站之前符合特定的质量控制标准。

研究主要日期

学习开始 (实际的)

2026年5月15日

初级完成 (估计的)

2027年4月1日

研究完成 (估计的)

2027年12月31日

研究注册日期

首次提交

2026年5月14日

首先提交符合 QC 标准的

2026年5月27日

首次发布 (实际的)

2026年6月2日

研究记录更新

最后更新发布 (实际的)

2026年6月2日

上次提交的符合 QC 标准的更新

2026年5月27日

最后验证

2026年5月1日

更多信息

与本研究相关的术语

计划个人参与者数据 (IPD)

计划共享个人参与者数据 (IPD)?

不

药物和器械信息、研究文件

研究美国 FDA 监管的药品

不

研究美国 FDA 监管的设备产品

不

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