Population Pharmacokinetic Modeling of Canagliflozin in Advanced Chronic Kidney Disease.

IF 4 2区 医学 Q1 PHARMACOLOGY & PHARMACY
Elias John Elenjickal, Thomas A Mavrakanas, Ari Gritsas, Rita S Suri, Amélie Marsot
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引用次数: 0

Abstract

Background and objectives: Canagliflozin is an orally active, selective, reversible sodium-glucose cotransport-2 (SGLT-2) inhibitor used in patients with chronic kidney disease (CKD) to prevent cardiovascular (CV) events and CKD progression. Its initiation is currently not recommended in advanced CKD [estimated glomerular filtration rate (eGFR) < 20 mL/min per 1.73 m2], end-stage kidney disease, or in those on kidney replacement therapies due to insufficient clinical and safety data. This study aimed to develop a population pharmacokinetic (popPK) model using data from patients with advanced CKD, including those on maintenance hemodialysis (HD), to characterize the steady-state pharmacokinetics (PK) of canagliflozin at 100 mg and 300 mg doses, and to assess the impact of significant covariates on its PK.

Methods: PK data were obtained from a single-center, prospective, single-arm, open-label interventional study conducted in two cohorts. The first cohort was a detailed PK sampling done in 10 patients receiving intermittent HD for at least 3 months and the second cohort included sparse PK sampling in 13 patients with advanced CKD, not yet on dialysis. Canagliflozin PK parameters were modeled using nonlinear mixed-effects modeling (NONMEM® version 7.5) with the first-order conditional estimation method with interaction. Model performance was evaluated using goodness of fit plot, bootstrap (n = 1000), and normalized prediction distribution error (NPDE). Model-based simulations were performed using the final model to predict concentration-time profiles at steady state, evaluate the impact of significant covariates on predicted steady-state area under the curve (AUC), and compare PK profiles between patients with non-dialysis CKD and those with hemodialysis.

Results: A total of 332 PK observations from 23 patients were analyzed. The mean age of the cohort was 67 ± 15 years with a mean body mass index of 27 ± 5 kg/m2. A two-compartment popPK model of canagliflozin with lag-time, sequential zero- and first-order absorption, and first-order elimination was developed. Age was a significant covariate of the absorption rate constant (Ka), which increased with age. Sex was a significant covariate for the apparent volume of distribution (V/F), which was lower in women (80.7 L in men and 49.1 L in women). Model-based simulations demonstrated that steady-state AUC was 66% higher in women compared with men. Additionally, AUC increased approximately threefold in both sexes when the canagliflozin dose was escalated from 100 mg to 300 mg. Notably, eGFR was not a determinant of steady state exposure.

Conclusions: The developed model demonstrates that steady state canagliflozin exposure is higher in women and with use of higher dose, whereas eGFR does not meaningfully alter drug exposure in patients with advanced CKD. Model-based simulations support the potential use of canagliflozin in HD patients and highlight the need for further evaluation of dose optimization strategies in this high-risk population.

Trial registration: The trials were registered at Clinicaltrials.gov (NCT05309785).

晚期慢性肾病患者加格列净的人群药代动力学模型。
背景和目的:Canagliflozin是一种口服活性,选择性,可逆的钠-葡萄糖共转运-2 (SGLT-2)抑制剂,用于慢性肾脏疾病(CKD)患者,以预防心血管(CV)事件和CKD进展。由于缺乏临床和安全性数据,目前不推荐在晚期CKD[估计肾小球滤过率(eGFR) < 20ml /min / 1.73 m2]、终末期肾病或接受肾脏替代治疗的患者中开始使用该药。本研究旨在利用包括维持性血液透析(HD)患者在内的晚期CKD患者的数据,建立一个群体药代动力学(popPK)模型,以表征100mg和300mg剂量的canagliflozin的稳态药代动力学(PK),并评估显著的共变量对其PK的影响。方法:PK数据来自两个队列的单中心、前瞻性、单组、开放标签介入研究。第一个队列对10名接受间歇性HD治疗至少3个月的患者进行了详细的PK采样,第二个队列对13名尚未进行透析的晚期CKD患者进行了稀疏的PK采样。Canagliflozin PK参数采用非线性混合效应建模(NONMEM®version 7.5),采用一阶条件估计方法进行相互作用。使用拟合优度图、bootstrap (n = 1000)和归一化预测分布误差(NPDE)来评估模型的性能。使用最终模型进行基于模型的模拟,以预测稳态时的浓度-时间分布,评估显著协变量对预测稳态曲线下面积(AUC)的影响,并比较非透析CKD患者和血液透析患者之间的PK分布。结果:分析了23例患者的332个PK观察值。该队列的平均年龄为67±15岁,平均体重指数为27±5 kg/m2。建立了卡格列净具有滞后、顺序零阶和一阶吸收和一阶消除的双室popPK模型。年龄是吸收速率常数(Ka)的显著协变量,随年龄的增长而增加。性别是表观分布容积(V/F)的显著协变量,女性较低(男性为80.7 L,女性为49.1 L)。基于模型的模拟表明,女性的稳态AUC比男性高66%。此外,当卡格列净剂量从100毫克增加到300毫克时,两性的AUC增加了约三倍。值得注意的是,eGFR不是稳态暴露的决定因素。结论:开发的模型表明,女性的稳态卡格列净暴露量更高,使用剂量也更高,而eGFR对晚期CKD患者的药物暴露没有意义。基于模型的模拟支持canagliflozin在HD患者中的潜在应用,并强调需要进一步评估这一高危人群的剂量优化策略。试验注册:试验在Clinicaltrials.gov (NCT05309785)上注册。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
8.80
自引率
4.40%
发文量
86
审稿时长
6-12 weeks
期刊介绍: Clinical Pharmacokinetics promotes the continuing development of clinical pharmacokinetics and pharmacodynamics for the improvement of drug therapy, and for furthering postgraduate education in clinical pharmacology and therapeutics. Pharmacokinetics, the study of drug disposition in the body, is an integral part of drug development and rational use. Knowledge and application of pharmacokinetic principles leads to accelerated drug development, cost effective drug use and a reduced frequency of adverse effects and drug interactions.
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