A quantitative modeling framework to understand the physiology of the hypothalamic-pituitary-adrenal axis and interaction with cortisol replacement therapy.

IF 2.2 4区 医学 Q3 PHARMACOLOGY & PHARMACY
Davide Bindellini, Robin Michelet, Linda B S Aulin, Johanna Melin, Uta Neumann, Oliver Blankenstein, Wilhelm Huisinga, Martin J Whitaker, Richard Ross, Charlotte Kloft
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引用次数: 0

Abstract

Congenital adrenal hyperplasia (CAH) is characterized by impaired adrenal cortisol production. Hydrocortisone (synthetic cortisol) is the drug-of-choice for cortisol replacement therapy, aiming to mimic physiological cortisol circadian rhythm. The hypothalamic-pituitary-adrenal (HPA) axis controls cortisol production through the pituitary adrenocorticotropic hormone (ACTH) and feedback mechanisms. The aim of this study was to quantify key mechanisms involved in the HPA axis activity regulation and their interaction with hydrocortisone therapy. Data from 30 healthy volunteers was leveraged: Endogenous ACTH and cortisol concentrations without any intervention as well as cortisol concentrations measured after dexamethasone suppression and single dose administration of (i) 0.5-10 mg hydrocortisone as granules, (ii) 20 mg hydrocortisone as granules and intravenous bolus. A stepwise model development workflow was used: A newly developed model for endogenous ACTH and cortisol was merged with a refined hydrocortisone pharmacokinetic model. The joint model was used to simulate ACTH and cortisol trajectories in CAH patients with varying degrees of enzyme deficiency, with or without hydrocortisone administration, and healthy individuals. Time-dependent ACTH-driven endogenous cortisol production and cortisol-mediated feedback inhibition of ACTH secretion processes were quantified and implemented in the model. Comparison of simulated ACTH and cortisol trajectories between CAH patients and healthy individuals showed the importance of administering hydrocortisone before morning ACTH secretion peak time to suppress ACTH overproduction observed in untreated CAH patients. The developed framework allowed to gain insights on the physiological mechanisms of the HPA axis regulation, its perturbations in CAH and interaction with hydrocortisone administration, paving the way towards cortisol replacement therapy optimization.

Abstract Image

了解下丘脑-垂体-肾上腺轴生理学以及与皮质醇替代疗法相互作用的定量模型框架。
先天性肾上腺皮质增生症(CAH)的特点是肾上腺皮质醇分泌受损。氢化可的松(合成皮质醇)是皮质醇替代疗法的首选药物,旨在模拟皮质醇的昼夜生理节律。下丘脑-垂体-肾上腺(HPA)轴通过垂体促肾上腺皮质激素(ACTH)和反馈机制控制皮质醇的分泌。本研究旨在量化参与 HPA 轴活动调节的关键机制及其与氢化可的松疗法的相互作用。研究利用了 30 名健康志愿者的数据:内源性促肾上腺皮质激素(ACTH)和皮质醇浓度在没有任何干预的情况下,以及在地塞米松抑制和单剂量给药(i)0.5-10 毫克氢化可的松颗粒、(ii)20 毫克氢化可的松颗粒和静脉注射后测量的皮质醇浓度。采用逐步模型开发工作流程:新开发的内源性促肾上腺皮质激素和皮质醇模型与改进的氢化可的松药代动力学模型合并。联合模型用于模拟不同程度酶缺乏的 CAH 患者(无论是否服用氢化可的松)和健康人的促肾上腺皮质激素和皮质醇轨迹。该模型量化并实现了随时间变化的促肾上腺皮质激素驱动的内源性皮质醇分泌和皮质醇介导的促肾上腺皮质激素分泌反馈抑制过程。通过比较 CAH 患者和健康人的模拟促肾上腺皮质激素和皮质醇轨迹,可以发现在早晨促肾上腺皮质激素分泌高峰时间之前使用氢化可的松抑制未经治疗的 CAH 患者促肾上腺皮质激素过度分泌的重要性。所开发的框架有助于深入了解 HPA 轴调节的生理机制、其在 CAH 中的扰动以及与氢化可的松用药的相互作用,从而为优化皮质醇替代疗法铺平道路。
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来源期刊
CiteScore
4.90
自引率
4.00%
发文量
39
审稿时长
6-12 weeks
期刊介绍: Broadly speaking, the Journal of Pharmacokinetics and Pharmacodynamics covers the area of pharmacometrics. The journal is devoted to illustrating the importance of pharmacokinetics, pharmacodynamics, and pharmacometrics in drug development, clinical care, and the understanding of drug action. The journal publishes on a variety of topics related to pharmacometrics, including, but not limited to, clinical, experimental, and theoretical papers examining the kinetics of drug disposition and effects of drug action in humans, animals, in vitro, or in silico; modeling and simulation methodology, including optimal design; precision medicine; systems pharmacology; and mathematical pharmacology (including computational biology, bioengineering, and biophysics related to pharmacology, pharmacokinetics, orpharmacodynamics). Clinical papers that include population pharmacokinetic-pharmacodynamic relationships are welcome. The journal actively invites and promotes up-and-coming areas of pharmacometric research, such as real-world evidence, quality of life analyses, and artificial intelligence. The Journal of Pharmacokinetics and Pharmacodynamics is an official journal of the International Society of Pharmacometrics.
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