Liang Hao, Deng Zhenling, Niu Shu, Kong Weijie, Liu Yang, Wang Song, Li Haiyan, Wang Yue, Zheng Danxia, Liu Dongyang
Department of Nephrology, Peking University Third Hospital, Beijing, China.
Drug Clinical Trial Center, Peking University Third Hospital, Beijing, China.
Front Pharmacol. 2024 Mar 26;15:1197651. doi: 10.3389/fphar.2024.1197651. eCollection 2024.
Primary membranous nephropathy (PMN) is the most common cause for adult nephrotic syndrome. Rituximab has demonstrated promising clinical efficacy by random controlled trials and the off-label use is widely adopted in PMN. However, the standard dosage is borrowed from B cell lymphoma treatment with far more antigens and is oversaturated for PMN treatment, accompanied with additional safety risk and unnecessary medical cost. More than 15% serious adverse events were observed under standard dosage and low dose therapies were explored recently. Dose optimization by clinical trials is extremely time- and cost-consuming and can be significantly accelerated with the aid of model-informed drug development. Here, we aim to establish the first population pharmacokinetic and pharmacodynamic (PPK/PD) model for rituximab in PMN to guide its dosage optimization. Rituximab pharmacokinetic and pharmacodynamic data from 41 PMN patients in a retrospective study under a newly proposed monthly mini-dose were used to construct quantitative dose-exposure-response relationship via mechanistic target-mediated drug disposition (TMDD) model followed by regression between the reduction of anti-PLA2R titer and time after the treatment. The final model, validated by goodness-of-fit plots, visual predictive checks and bootstrap, was used to recommend the optimized dosing regimen by simulations. The model was well validated for PK/PD prediction. The systemic clearance and half-life are 0.54 L/h and 14.7 days, respectively. Simulation of a novel regimen (6 monthly doses of 100 mg) indicated the comparable ability and superior duration time of CD20 B cell depletion compared with standard dosage, while the cumulative dosage and safety risk was significantly decreased. We established the first PPK/PD model and provide evidence to support the dosage optimization based on monthly mini-dose. Our study can also efficiently accelerate dosage optimization of novel anti-CD20 antibodies in PMN and other indications.
原发性膜性肾病(PMN)是成人肾病综合征最常见的病因。利妥昔单抗已通过随机对照试验证明了其良好的临床疗效,其在PMN中的超适应证使用也被广泛采用。然而,标准剂量借鉴自B细胞淋巴瘤治疗,该治疗中有更多的抗原,对于PMN治疗而言剂量过饱和,同时伴有额外的安全风险和不必要的医疗费用。在标准剂量治疗下观察到超过15%的严重不良事件,因此最近对低剂量疗法进行了探索。通过临床试验进行剂量优化极其耗时且成本高昂,借助模型指导药物研发可显著加快这一进程。在此,我们旨在建立首个利妥昔单抗在PMN中的群体药代动力学和药效学(PPK/PD)模型,以指导其剂量优化。在一项回顾性研究中,收集了41例PMN患者在新提出的每月小剂量方案下的利妥昔单抗药代动力学和药效学数据,通过机制性靶点介导的药物处置(TMDD)模型构建定量剂量-暴露-反应关系,随后对治疗后抗PLA2R滴度的降低与时间进行回归分析。通过拟合优度图、视觉预测检查和自抽样法验证的最终模型,用于通过模拟推荐优化的给药方案。该模型在PK/PD预测方面得到了很好的验证。全身清除率和半衰期分别为0.54 L/h和14.7天。对一种新方案(6个每月100 mg剂量)的模拟表明,与标准剂量相比,其清除CD20 B细胞的能力相当,持续时间更长,同时累积剂量和安全风险显著降低。我们建立了首个PPK/PD模型,并为基于每月小剂量的剂量优化提供了证据。我们的研究还可以有效加快PMN及其他适应证中新型抗CD20抗体剂量优化的进程。