Non-Human Primate Model for Developing Closed-Loop Anesthesia Delivery Systems

用于开发闭环麻醉输送系统的非人类灵长类动物模型

• 批准号: 10445654
• 负责人: EMERY N BROWN
• 金额: $ 49.52万
• 依托单位: MASSACHUSETTS INSTITUTE OF TECHNOLOGY
• 依托单位国家: 美国
• 财政年份: 2022
• 资助国家: 美国
• 起止时间: 2022-05-01 至 2027-04-30
• 项目状态: 未结题
• 来源: https://reporter.nih.gov/project-details/10445654
• 关键词: Algorithms; Anesthesia procedures; Anesthesiology; Anesthetics; Animal Model; Animals; Artificial Intelligence; Behavior; Blood Circulation; Blood Pressure; Brain; Breathing; COVID-19 patient; Caring; Computer Assisted; Computers; Data; Development; Dexmedetomidine; Dose; Elderly; Electroencephalogram; Ensure; Fostering; Foundations; General Anesthesia; Health; Heart Rate; Hour; Human; Hypotension; Infusion procedures; Intelligence; Intensive Care Units; Left; Manuals; Medicine; Modeling; Modernization; Molecular Target; Monitor; Morbidity - disease rate; Nausea; Neuraxis; Operating Rooms; Oxygen; Pain management; Patient Care; Patient Monitoring; Patients; Persons; Pharmaceutical Preparations; Physiologic Monitoring; Physiological; Propofol; Provider; Pump; Real-Time Systems; Research; Research Design; Research Project Grants; Safety; Sedation procedure; Specific qualifier value; Syringes; System; Temperature; Testing; Time; Unconscious State; brain dysfunction; control theory; experience; improved; model design; neural circuit; neurophysiology; nonhuman primate; patient safety; pharmacodynamic model; pharmacokinetic model; post-operative cognitive dysfunction; relating to nervous system; sensor; side effect; signal processing; vigilance

ABSTRACT/PROJECT SUMMARY Continuous monitoring of physiological state (oxygenation, breathing, circulation) is a standard practice for all patients receiving general anesthesia and sedation. Anesthetics produce their primary effects of unconsciousness and antinociception by acting on molecular targets and neural circuits in the brain and central nervous system. Nevertheless, continuous monitoring of brain function is not a practice requirement. It is no surprise that brain dysfunction following general anesthesia is highly prevalent, particularly among the elderly. Similarly, COVID 19 patients who can be anesthetized for weeks in the intensive care unit, are often left with profound brain dysfunction following termination of ventilatory support. Many years of research have shown that the level of unconsciousness of a patient receiving general anesthesia can be reliably tracked using real-time processing of electroencephalogram (EEG) recordings. In recent years, dramatic advances have been made in sensors, actuators, artificial intelligence and control theory algorithms. A highly plausible solution is the development of closed loop anesthesia delivery (CLAD) systems that determine in real time from the EEG the patient’s level of unconsciousness and precisely control an anesthetic infusion to maintain the level at an appropriate target. The Federal Drug Administration (FDA) readily acknowledges the significant enhancement to patient care that CLAD systems can provide. To date, no system has been approved for human use due to a lack of appropriate animal models to test adequately the reliability and robustness of these systems. Therefore the research design of this project will be to conduct in non-human primates neurophysiological recordings (EEG, local field potentials and neural spiking activity) while simultaneously administering anesthetics using a computer-controlled syringe pump as the animals execute a behavior task to characterize level of unconsciousness. The data will be analyzed by combining pharmacokinetics and pharmacodynamic modeling, modern control theory and statistical signal processing approaches to develop and test real-time CLAD systems. The specific aims of this research project are to develop and test in a non-human primate model, CLAD systems for real-time control of unconsciousness using the anesthetics: propofol, dexmedetomidine, and propofol and dexmedetomidine administered simultaneously. The broad long-term objectives are to: establish a non-human primate model paradigm for development and testing of CLAD systems; and make the use of CLAD systems a standard for intelligent brain state monitoring and precise second-to-second drug dosing in anesthesiology. The health relatedness impact of the research will be a new paradigm for computer-assisted vigilance of brain state and computer-assisted dosing of anesthetic agents. Such systems should enhance patient safety by reducing provider errors and by fostering significant decreases in anesthesia-associate brain dysfunction as well as other anesthesia-related morbidities (inadequate pain control, hypotension, nausea) commonly experienced by the millions of patients who each year receive anesthesia care in operating rooms and intensive care units.

抽象/项目总结