血液动力学反应对酸的生理建模
Joseph Rinehart1,2, Sean Coeckelenbergh2,3,4, Ishita Srivastava1
1Department of Anesthesiology & Perioperative Care, University of California Irvine, Orange, CA 92868, USA.
Journal of personalized medicine
|July 29, 2023
概括
这项研究增强了一个计算模型,包括酸.
科学领域:
- 生理学计算建模 生理学计算建模
- 制药动力学建模 制药动力学建模
- 医疗器械开发 医疗器械开发
背景情况:
- 计算模型对于医疗器械评估和安全测试至关重要.
- 开发了一种先前的血液体积,心脏中风体积和血压的模型.
- 该模型显示了闭环液体输送系统的潜力.
研究的目的:
- 扩展现有的计算模型.
- 为了结合酸 (SNP) 的药理作用.
- 校准增强模型与实验动物数据对比.
主要方法:
- 六个新的参数被添加到SNP效应模型中 (发病,清除,中风体积,血压).
- 增强模型与模拟冲击的动物数据进行校准.
- 模型的性能使用根-平均-平方误差 (RMSE) 评估了平均动脉压 (MAP),中风体积 (SV) 和心脏输出 (CO).
主要成果:
- 改进的模型实现了RMSE<10%的平均动脉压 (MAP).
- 模型预测的MAP错误与原始模型相比.
- 个别安装的模型表现出比人口平均参数更好的准确性.
结论:
- 计算模型成功地结合了酸的临床效应.
- 校准模型在模拟冲击条件下准确预测平均动脉压 (MAP).
- 这种增强模型可以帮助开发先进的医疗器械和治疗策略.
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