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模拟针灸和艾灸的治疗动力学:一种用于治疗优化的系统生物学方法。

Modeling the therapeutic dynamics of acupuncture and moxibustion: a systems biology approach to treatment optimization.

作者信息

Gan Quan, Ge Qi-Wei, Liu Chuanxia, Zhong Zhaoman, Wu Jiaying, Shi Lei, Xu Jin, Li Chen

机构信息

School of Computer Engineering, Jiangsu Ocean University, Lianyungang, China.

The Graduate School of East Asian Studies, Yamaguchi University, Yamaguchi-shi, Japan.

出版信息

Comput Struct Biotechnol J. 2025 Jun 1;27:2434-2442. doi: 10.1016/j.csbj.2025.05.053. eCollection 2025.

Abstract

A key obstacle in advancing acupuncture and moxibustion treatment (AMT) lies in the absence of effective methodologies capable of modeling the body's dynamic physiological changes and predicting treatment outcomes with quantitative precision. Colored Petri nets (CPNs), which have shown significant utility in simulating complex biological systems, offer a promising foundation for modeling AMT due to their capacity to represent hierarchical structures and dynamic behaviors. However, current modeling approaches struggle to address the inherent concurrency and complexity characteristic of AMT processes. To address this, we propose a novel token-guided transition control based on CPNs theory, enabling precise and efficient simulation of AMT systems. Furthermore, we develop a multicriteria evaluation method to quantitatively assess and compare the therapeutic efficacy of various AMT protocols, providing a structured approach for evidence-based decision-making. We validate our proposed model through simulation studies based on clinical cases of Meniere's disease. The simulation results closely align with actual clinical data, supporting the model's reliability and applicability. Finally, randomized simulation experiments have led to the identification of three new AMT strategies with promising therapeutic potential, highlighting the model's capacity to support treatment optimization and clinical innovation. This study introduces a comprehensive framework for dynamic modeling, visual representation, and quantitative evaluation of AMT systems. By offering a systematic and predictive approach to AMT analysis, the proposed method not only enhances understanding of treatment mechanisms but also contributes to the standardization of clinical practice.

摘要

推进针灸治疗(AMT)的一个关键障碍在于缺乏能够模拟人体动态生理变化并以定量精度预测治疗结果的有效方法。彩色Petri网(CPN)在模拟复杂生物系统方面已显示出显著效用,由于其能够表示层次结构和动态行为,为AMT建模提供了一个有前景的基础。然而,当前的建模方法难以解决AMT过程固有的并发和复杂性特征。为了解决这一问题,我们基于CPN理论提出了一种新颖的令牌引导转换控制方法,能够精确且高效地模拟AMT系统。此外,我们开发了一种多标准评估方法,以定量评估和比较各种AMT方案的治疗效果,为基于证据的决策提供一种结构化方法。我们通过基于梅尼埃病临床病例的模拟研究验证了我们提出的模型。模拟结果与实际临床数据紧密吻合,支持了该模型的可靠性和适用性。最后,随机模拟实验已识别出三种具有潜在治疗潜力的新AMT策略,突出了该模型支持治疗优化和临床创新的能力。本研究介绍了一个用于AMT系统动态建模、可视化表示和定量评估的综合框架。通过为AMT分析提供一种系统且具有预测性的方法,所提出的方法不仅增强了对治疗机制的理解,还有助于临床实践的标准化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7fa/12174566/1e66c94f9ad9/ga1.jpg

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