A Mechanistic Neural Field Theory for Loss of Consciousness During General Anesthesia
A Mechanistic Neural Field Theory for Loss of Consciousness During General Anesthesia
批准号:
1708792
负责人:
Wassim Haddad
金额:
$34.6万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-08-01 至 2021-01-31
中文摘要
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英文摘要
The goal of this research is to merge dynamical systems theory and dynamic network notions to develop a framework that predicts the qualitative salient characteristics of the anesthetic transition. Specifically, we propose to develop and analyze mean field models to model the electrocortical activity of the central nervous system as a dynamical system and show that the transition to the anesthetic state exhibits multiple bifurcations (i.e., transitions) with the awake state transitioning to a stable limit cycle and subsequently to a stable unconscious equilibrium state as the concentration of the anesthetic agent increases.The proposed framework will allow for the development of models that go beyond words to dynamic equations, leading to mathematical models with greater precision and self-consistency. This research can foster the development of new frameworks that can allow us to interpret experimental and clinical results, connect biophysical findings to psychophysical phenomena, explore new hypothesis based on the cognitive neuroscience of consciousness and develop new assertions, and ultimately improve the reliability of general anesthesia.Intellectual Merit: The results will be applied to excitatory and inhibitory biological neuronal networks to explain the underlying neuronal mechanisms of action for anesthesia and unconsciousness from a macroscopic neural field electrocortical perspective, thereby providing a theoretical foundation for general anesthesia using the dynamic network properties of the brain.Broader Impacts: While the primary focus is general anesthesia, the proposed dynamical systems framework has potential applicability to understand seizure activity and schizophrenia. This also has applicability to the phenomena of multistability seen in biochemical systems, ecosystems, gene regulation and cell replications as well as numerous conditions in medical science including epilepsy, multiple sclerosis, and Alzheimer's disease. The primary impact of this research will be to allow for the development of mathematical models that advance our understanding of the wide effects of pharmacologic agents and anesthetics leading to improvements in medical care, health care, and reliability of drug development and dosing.
期刊论文(4)
专著(0)
科研奖励(0)
会议论文
DOI:
10.3390/sym10110568
发表时间:
2018-11
期刊:
Symmetry
影响因子:
--
作者:
[W. Haddad]
通讯作者:
W. Haddad
A Computational Study of a Spatially Continuum Mean Field Model Capturing Loss of Consciousness and the Emergence of Alpha and Gamma Rhythmic Activity in the Neocortex
空间连续平均场模型的计算研究,捕捉意识丧失以及新皮质中阿尔法和伽马节律活动的出现
DOI:
10.23919/acc.2019.8814852
发表时间:
2019
期刊:
American Control Conference
影响因子:
--
作者:
[Haddad, Wassim M.]
通讯作者:
Haddad, Wassim M.
On the Global Dynamics of an Electroencephalographic Mean Field Model of the Neocortex
新皮质脑电图平均场模型的全局动力学
DOI:
10.1137/16m1098577
发表时间:
2017
期刊:
SIAM Journal on Applied Dynamical Systems
影响因子:
2.1
作者:
[Shirani, Farshad, Haddad, Wassim M., de la Llave, Rafael]
通讯作者:
de la Llave, Rafael
Adaptive and Neuro Adaptive Control for Intensive Care Unit Sedation and Intraoperative Anesthesia
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批准号:0601311
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项目类别:Continuing Grant
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资助金额:$23.65万
-
财政年份:2006
-
负责人:Wassim Haddad
-
依托单位:
Presidential Faculty Fellows Program
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批准号:9496249
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项目类别:Continuing Grant
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资助金额:$49.73万
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财政年份:1994
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负责人:Wassim Haddad
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依托单位:
Presidential Faculty Fellows Program
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批准号:9350181
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项目类别:Continuing Grant
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资助金额:$10.0万
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财政年份:1993
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负责人:Wassim Haddad
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依托单位:
Research Initiation Award: Robust Stabilization Using Phase Information
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批准号:9109558
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项目类别:Standard Grant
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资助金额:$3.29万
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财政年份:1991
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负责人:Wassim Haddad
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依托单位:
国内基金
海外基金
Neural Process模型的多样化高保真技术研究
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批准号:62306326
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项目类别:青年科学基金项目
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资助金额:30万元
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批准年份:2023
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负责人:王琦
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依托单位: