Hallow K M, Gebremichael Y
University of Georgia, Athens, Georgia, USA.
CPT Pharmacometrics Syst Pharmacol. 2017 Jun;6(6):383-392. doi: 10.1002/psp4.12178. Epub 2017 May 26.
Renal function plays a central role in cardiovascular, kidney, and multiple other diseases, and many existing and novel therapies act through renal mechanisms. Even with decades of accumulated knowledge of renal physiology, pathophysiology, and pharmacology, the dynamics of renal function remain difficult to understand and predict, often resulting in unexpected or counterintuitive therapy responses. Quantitative systems pharmacology modeling of renal function integrates this accumulated knowledge into a quantitative framework, allowing evaluation of competing hypotheses, identification of knowledge gaps, and generation of new experimentally testable hypotheses. Here we present a model of renal physiology and control mechanisms involved in maintaining sodium and water homeostasis. This model represents the core renal physiological processes involved in many research questions in drug development. The model runs in R and the code is made available. In a companion article, we present a case study using the model to explore mechanisms and pharmacology of salt-sensitive hypertension.
肾功能在心血管疾病、肾脏疾病和许多其他疾病中起着核心作用,许多现有和新型疗法都通过肾脏机制发挥作用。尽管在肾脏生理学、病理生理学和药理学方面已经积累了数十年的知识,但肾功能的动态变化仍然难以理解和预测,常常导致意想不到或与直觉相反的治疗反应。肾功能的定量系统药理学建模将这些积累的知识整合到一个定量框架中,允许评估相互竞争的假设、识别知识空白,并生成新的可通过实验验证的假设。在这里,我们提出了一个涉及维持钠和水平衡的肾脏生理学和控制机制的模型。该模型代表了药物开发中许多研究问题所涉及的核心肾脏生理过程。该模型在R语言中运行,代码可供使用。在一篇配套文章中,我们展示了一个使用该模型探索盐敏感性高血压机制和药理学的案例研究。