School of Chemical, Materials, and Biomedical Engineering, University of Georgia, Athens, GA, USA.
J Pharmacokinet Pharmacodyn. 2022 Aug;49(4):471-486. doi: 10.1007/s10928-022-09815-x. Epub 2022 Jul 1.
Plasma potassium regulation within a narrow range is vital for life. The risk for hyperkalemia increases when kidney function is impaired and with therapeutic interventions such as mineralocorticoid receptor antagonists (MRAs). The kidney maintains potassium homeostasis by matching potassium intake and excretion, in part through the action of aldosterone. A mechanistic mathematical model was developed and used to investigate the effect of renal impairment and MRAs on plasma potassium levels. The model describes renal potassium filtration, reabsorption, and secretion along the nephron; potassium-aldosterone regulatory feedbacks; whole body potassium balance; and the pharmacologic effects of MRAs. The model was calibrated by fitting (1) the plasma potassium and aldosterone response to potassium infusion in humans on high/low potassium diets, and (2) the acute potassium excretion response to spironolactone. The model was validated by predicting steady-state plasma potassium with sustained spironolactone treatment in hyperaldosteronism patients. The model was then used to demonstrate that (1) declining renal function alone has a small effect on plasma potassium for GFR > 30 ml/min, but an increasing effect as GFR approaches end stage renal disease (GFR ~ 15 ml/min) (2) the effect of increasing potassium intake has minimal effect at normal GFRs but increasing effect on plasma potassium as GFR declines, and 3) MRAs have a minor effect on plasma potassium when GFR is normal, but cause larger increases as GFR falls below 60 ml/min. This model provides a quantitative framework for investigating integrated impacts of diseases and therapies in this complex system.
血浆钾的调节范围狭窄,对生命至关重要。当肾功能受损以及使用盐皮质激素受体拮抗剂(MRA)等治疗干预时,发生高钾血症的风险会增加。肾脏通过匹配钾的摄入和排泄来维持钾的体内平衡,部分通过醛固酮的作用来实现。本研究建立了一个机制数学模型,用于研究肾功能损害和 MRA 对血浆钾水平的影响。该模型描述了沿肾单位的肾脏钾过滤、重吸收和分泌;钾-醛固酮调节反馈;全身钾平衡;以及 MRA 的药理作用。通过拟合(1)高/低钾饮食下人体钾输注引起的血浆钾和醛固酮反应,(2)螺内酯引起的急性钾排泄反应,对模型进行了校准。通过预测高醛固酮血症患者持续螺内酯治疗的稳态血浆钾,对模型进行了验证。然后,该模型用于演示:(1)单独肾功能下降对 GFR>30 ml/min 时的血浆钾影响较小,但随着 GFR 接近终末期肾病(GFR~15 ml/min)而影响增大;(2)正常 GFR 时,增加钾摄入对血浆钾的影响最小,但随着 GFR 下降,对血浆钾的影响增大;(3)MRA 对正常 GFR 时的血浆钾影响较小,但当 GFR 降至 60 ml/min 以下时,会引起更大的血浆钾升高。该模型为研究该复杂系统中疾病和治疗的综合影响提供了一个定量框架。