{"title":"先进综合多药靶点输液的同步药理学控制优化","authors":"Pablo Martinez-Vazquez , Ana Abad-Torrent","doi":"10.1016/j.bspc.2025.108271","DOIUrl":null,"url":null,"abstract":"<div><div>Accurately controlling drug delivery is crucial for safe anesthesia. Target-controlled infusion (TCI) systems use pharmacokinetic and pharmacodynamic (PK/PD) models to administer intravenous agents to reach target concentrations. However, TCI’s operation is restricted to a single-drug, not accounting for drug interactions. Dose–response interaction (DRI) models quantify such interactions by representing shared effects as a function of agents’ concentrations. We introduce a new administering methodology for multi-drug infusions, interaction target-controlled infusion (iTCI), that combines the PK/PD models of the co-administered drugs and their interactions into a single optimal non-linear dynamic control problem with terminal constraints. The capabilities of the iTCI are shown in different clinical scenarios using different PK/PD models such as Schnider and Eleveld for propofol and Minto for remifentanil. Incorporating DRI and PK/PD models allows novel administration procedures. These show that: (1) iTCI requires lower administered volumes than TCI to simultaneously reach the same target concentrations. (2) It offers optimal interdependent administrations that address not only concentration targets but also effect targets. (3) iTCI comes with additional constraints on the administration, including controlled titrations along iso-effect conditions (isoboles) or (4) directly limiting plasma concentration levels. (5) Unlike TCI, iTCI can include in the control strategy different exerted effects (multiple ke0s) per drug, particularly relevant for opioids. The iTCI is a new versatile open-loop multi-drug infusion paradigm allowing safer and more flexible optimized concurrent administration profiles than traditional TCI solutions. It opens up new possibilities for simultaneous multi-anesthetics controlled administrations where synergies and effects are taken into consideration.</div></div>","PeriodicalId":55362,"journal":{"name":"Biomedical Signal Processing and Control","volume":"110 ","pages":"Article 108271"},"PeriodicalIF":4.9000,"publicationDate":"2025-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Simultaneous pharmacometric control optimization for advanced integrated multi-drug target infusions\",\"authors\":\"Pablo Martinez-Vazquez , Ana Abad-Torrent\",\"doi\":\"10.1016/j.bspc.2025.108271\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Accurately controlling drug delivery is crucial for safe anesthesia. Target-controlled infusion (TCI) systems use pharmacokinetic and pharmacodynamic (PK/PD) models to administer intravenous agents to reach target concentrations. However, TCI’s operation is restricted to a single-drug, not accounting for drug interactions. Dose–response interaction (DRI) models quantify such interactions by representing shared effects as a function of agents’ concentrations. We introduce a new administering methodology for multi-drug infusions, interaction target-controlled infusion (iTCI), that combines the PK/PD models of the co-administered drugs and their interactions into a single optimal non-linear dynamic control problem with terminal constraints. The capabilities of the iTCI are shown in different clinical scenarios using different PK/PD models such as Schnider and Eleveld for propofol and Minto for remifentanil. Incorporating DRI and PK/PD models allows novel administration procedures. These show that: (1) iTCI requires lower administered volumes than TCI to simultaneously reach the same target concentrations. (2) It offers optimal interdependent administrations that address not only concentration targets but also effect targets. (3) iTCI comes with additional constraints on the administration, including controlled titrations along iso-effect conditions (isoboles) or (4) directly limiting plasma concentration levels. (5) Unlike TCI, iTCI can include in the control strategy different exerted effects (multiple ke0s) per drug, particularly relevant for opioids. The iTCI is a new versatile open-loop multi-drug infusion paradigm allowing safer and more flexible optimized concurrent administration profiles than traditional TCI solutions. It opens up new possibilities for simultaneous multi-anesthetics controlled administrations where synergies and effects are taken into consideration.</div></div>\",\"PeriodicalId\":55362,\"journal\":{\"name\":\"Biomedical Signal Processing and Control\",\"volume\":\"110 \",\"pages\":\"Article 108271\"},\"PeriodicalIF\":4.9000,\"publicationDate\":\"2025-07-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Biomedical Signal Processing and Control\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1746809425007827\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, BIOMEDICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biomedical Signal Processing and Control","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1746809425007827","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, BIOMEDICAL","Score":null,"Total":0}
Simultaneous pharmacometric control optimization for advanced integrated multi-drug target infusions
Accurately controlling drug delivery is crucial for safe anesthesia. Target-controlled infusion (TCI) systems use pharmacokinetic and pharmacodynamic (PK/PD) models to administer intravenous agents to reach target concentrations. However, TCI’s operation is restricted to a single-drug, not accounting for drug interactions. Dose–response interaction (DRI) models quantify such interactions by representing shared effects as a function of agents’ concentrations. We introduce a new administering methodology for multi-drug infusions, interaction target-controlled infusion (iTCI), that combines the PK/PD models of the co-administered drugs and their interactions into a single optimal non-linear dynamic control problem with terminal constraints. The capabilities of the iTCI are shown in different clinical scenarios using different PK/PD models such as Schnider and Eleveld for propofol and Minto for remifentanil. Incorporating DRI and PK/PD models allows novel administration procedures. These show that: (1) iTCI requires lower administered volumes than TCI to simultaneously reach the same target concentrations. (2) It offers optimal interdependent administrations that address not only concentration targets but also effect targets. (3) iTCI comes with additional constraints on the administration, including controlled titrations along iso-effect conditions (isoboles) or (4) directly limiting plasma concentration levels. (5) Unlike TCI, iTCI can include in the control strategy different exerted effects (multiple ke0s) per drug, particularly relevant for opioids. The iTCI is a new versatile open-loop multi-drug infusion paradigm allowing safer and more flexible optimized concurrent administration profiles than traditional TCI solutions. It opens up new possibilities for simultaneous multi-anesthetics controlled administrations where synergies and effects are taken into consideration.
期刊介绍:
Biomedical Signal Processing and Control aims to provide a cross-disciplinary international forum for the interchange of information on research in the measurement and analysis of signals and images in clinical medicine and the biological sciences. Emphasis is placed on contributions dealing with the practical, applications-led research on the use of methods and devices in clinical diagnosis, patient monitoring and management.
Biomedical Signal Processing and Control reflects the main areas in which these methods are being used and developed at the interface of both engineering and clinical science. The scope of the journal is defined to include relevant review papers, technical notes, short communications and letters. Tutorial papers and special issues will also be published.