A probabilistic model of behavioural emergence from general anaesthesia in mice

概率逻辑 全身麻醉 麻醉 心理学 计算机科学 医学 人工智能
作者
Martha E. Stone,Max B. Kelz,Alex Proekt,Andrzej Z. Wasilczuk
出处
期刊:BJA: British Journal of Anaesthesia [Elsevier BV]
被引量:1
标识
DOI:10.1016/j.bja.2025.02.036
摘要

Time to emergence from general anaesthesia is highly variable between individuals. This variability has been attributed to individual differences in anaesthetic sensitivity. However, this hypothesis has not been verified experimentally. We explicitly test this hypothesis by quantifying emergence from anaesthesia repeatedly in the same individuals over time. Genetically identical adult (12-24 weeks old) male (n=40) and female (n=20) C57BL/6J mice were exposed to 2 h of isoflurane (0.90 vol%) on 10 separate occasions. Time to emergence was measured using the return of the righting reflex. Predictions of the standard effect-site pharmacokinetic-pharmacodynamic (PK-PD) model and neuronal dynamics model of stochastic fluctuations between the awake and anaesthetised states were fit to observed emergence times. Repeated steady-state assessments of the righting reflex obtained during the last 2 h of a 4-h exposure to 0.3, 0.4, 0.6, or 0.7 vol% isoflurane (n=20 per concentration) were used to determine individual probabilities of losing the righting reflex, which was defined as an individual's anaesthetic sensitivity. Emergence times varied by at least two orders of magnitude after identical anaesthetic exposure. We did not find consistent inter-individual differences in emergence times. Instead, we found that variability in emergence times across trials in each individual was as large as that between two different individuals. Emergence times were not correlated across time. Consistent with previous work, we identified large individual differences in anaesthetic sensitivity which persisted on a time scale of at least 1 week. A standard PK-PD model failed to reproduce inter-trial variability. In contrast, the neuronal dynamics model reproduced both population- and individual-level variability in emergence times. Stochastic state switching contributes to inherent variability in emergence from general anaesthesia. Delayed emergence occurred in a small proportion of anaesthetic exposures in a genetically homogeneous population. The neuronal dynamics model predicts that anaesthetic emergence times will be probabilistically long, which might explain delayed emergence observed in clinical settings.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
q6157完成签到,获得积分10
1秒前
泡椒21发布了新的文献求助10
1秒前
淡定宛丝完成签到,获得积分20
1秒前
molihuakai应助笑点低的觅松采纳,获得10
2秒前
麕麕完成签到 ,获得积分10
3秒前
3秒前
小全发布了新的文献求助10
4秒前
青青发布了新的文献求助10
5秒前
5秒前
丘比特应助果蝇宝宝采纳,获得10
5秒前
saiwen发布了新的文献求助10
7秒前
软包电芯完成签到,获得积分10
8秒前
8秒前
8秒前
8秒前
何润东发布了新的文献求助10
9秒前
9秒前
无心的无敌完成签到,获得积分10
11秒前
11秒前
11秒前
liu发布了新的文献求助10
11秒前
11秒前
Simonzenith发布了新的文献求助10
12秒前
落寞的寒云完成签到,获得积分10
12秒前
12秒前
12秒前
13秒前
13秒前
13秒前
科研通AI6.2应助莲子粥粥采纳,获得10
13秒前
66完成签到 ,获得积分10
13秒前
14秒前
Simonzenith发布了新的文献求助10
14秒前
Simonzenith发布了新的文献求助10
15秒前
Simonzenith发布了新的文献求助10
15秒前
15秒前
15秒前
Simonzenith发布了新的文献求助10
15秒前
Ayiiiii完成签到 ,获得积分10
15秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Principles of town planning: translating concepts to applications 1000
内視鏡的に摘除しえた十二指腸乳頭部腫瘍の2例 660
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
Positive Obsession: The Life and Times of Octavia E. Butler 500
Interpolation and Regression Models for the Chemical Engineer: Solving Numerical Problems 400
The Neuroscience of Language 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7689654
求助须知:如何正确求助?哪些是违规求助? 9251774
关于积分的说明 19972973
捐赠科研通 7262576
什么是DOI,文献DOI怎么找? 3290401
关于科研通互助平台的介绍 2447125
邀请新用户注册赠送积分活动 2295173