整合计算和生物血动力学方法,改善动脉样硬化动脉的建模
Thao Nhu Anne Marie Vuong1, Michael Bartolf-Kopp2, Kristina Andelovic2
1Graduate School of Biomedical Engineering, University of New South Wales, Sydney, 2052, Australia.
概括
开发更好的动脉样硬化模型对于理解心血管疾病至关重要. 本综述考察了计算和生物模型,探索了整合方法,以获得更好的见解.
科学领域:
- 心血管科学 心血管科学
- 生物医学工程 生物医学工程
- 计算生物学 计算生物学
背景情况:
- 动脉样硬化是心血管疾病的主要原因,对健康和经济产生重大影响.
- 目前对动脉样硬化的原因和治疗的理解有限,需要先进的建模.
- 现有的计算和生物模型在充分代表动脉样硬化方面存在局限性.
研究的目的:
- 批判性地评估现有的动脉样硬化的计算和生物模型.
- 专注于动脉样硬化冠状动脉内的血液动力学.
- 探索综合建模策略和新兴技术,以改善动脉样硬化研究.
主要方法:
- 对计算流体动力学 (CFD) 模型进行审查和批判性分析.
- 在体外和体内生物模型的评估.
- 综合计算和生物建模方法的检查.
主要成果:
- 计算模型捕捉了几何和血液动力学,但缺乏生物复杂性.
- 生物模型捕捉了生物方面,但往往缺乏人类生理学相关性和血液动力学.
- 综合模型是有希望的,但需要进一步开发.
结论:
- 需要复杂的,整合的动脉样硬化模型.
- 在成像,生物制造和机器学习方面的进步是开发更有效模型的关键.
- 未来的研究应该专注于结合计算和生物方法来进行全面的动脉样硬化研究.
相关概念视频
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