Killing several birds with one stone: A multi-indication population pharmacokinetic model and Bayesian estimator for enteric-coated mycophenolate sodium.

IF 3.1 3区 医学 Q2 PHARMACOLOGY & PHARMACY British journal of clinical pharmacology Pub Date : 2024-12-22 DOI:10.1111/bcp.16374
Yeleen Fromage, Hamza Sayadi, Kevin Koloskoff, Pierre Marquet, Marc Labriffe, Caroline Monchaud, Jean-Baptiste Woillard
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Abstract

Aims: Mycophenolic acid (MPA), the active component of enteric-coated mycophenolate sodium (EC-MPS), exhibits highly variable pharmacokinetics. Only a few population pharmacokinetic (popPK) models and Bayesian estimators (MAP-BE) exist for estimating MPA AUC and all in renal transplantation. This study aimed to develop a popPK model and MAP-BE for MPA AUC estimation using a limited sampling strategy (LSS) in solid organ transplant (SOT), haematopoietic stem cell (HSC) recipients and patients with autoimmune diseases (AID) on EC-MPS.

Methods: Full and sparse MPA pharmacokinetic profiles were extracted from our ISBA system, split into development (75%) and validation (25%) sets. An additional extraction was performed after the modelling process for external validation. Pharmacokinetic parameters were estimated using Monolix® (SAEM algorithm). Several absorption models (first order, transit, gamma) were compared. AUCpredicted by MAP-BE and LSS was compared to the all-sample MAP-BE AUCreference using Simulx®.

Results: We included 153 PK profiles (863 concentration) from 129 patients (116 SOT and HSC, 13 AID), median [min-max] age 45 years [6-80]. A one-compartment model with double-gamma absorption and first-order elimination best fitted the data. The final model included the EC-MPS indication and inter-occasion variability on gamma rate constants. Main PK parameters (mean ± SD) were Cl/F = 4.99 ± 2.22 L/h and Vd/F = 12.60 ± 0.08 L. The optimal LSS at 20 min, 2 h and 4 h post-dose showed good performance in both validation sets (rMPE -2.67% and -4.91%; RMSE 13.55% and 13.47%).

Conclusions: The double-gamma absorption model provided an accurate fit. The MAP-BE offers a tool for EC-MPS dose individualization in SOT, HSC and AID patients.

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一石二鸟:肠溶霉酚酸钠的多适应症群体药代动力学模型和贝叶斯估计。
目的:肠溶霉酚酸钠(EC-MPS)的活性成分霉酚酸(MPA)表现出高度可变的药代动力学。目前仅有少数群体药代动力学(popPK)模型和贝叶斯估计(MAP-BE)模型用于估计肾移植患者的MPA AUC。本研究旨在利用有限采样策略(LSS)在实体器官移植(SOT)、造血干细胞(HSC)受体和自身免疫性疾病(AID)患者的EC-MPS上建立一种用于MPA AUC估计的popk模型和MAP-BE。方法:从我们的ISBA系统中提取完整的和稀疏的MPA药动学谱,分为开发组(75%)和验证组(25%)。在建模过程后进行额外的提取以进行外部验证。使用Monolix®(SAEM算法)估计药代动力学参数。比较了几种吸收模型(一阶、过渡、伽玛)。将MAP-BE和LSS预测的aucr与使用Simulx®的全样本MAP-BE aucr进行比较。结果:我们纳入了129例患者的153个PK谱(863个浓度)(SOT和HSC 116例,AID 13例),中位[最小-最大]年龄为45岁[6-80岁]。具有双伽马吸收和一阶消除的单室模型最适合数据。最终模型包括EC-MPS指示和伽马速率常数的场合间变异性。主要PK参数(平均±SD) Cl / F = 4.99±2.22 L / h和Vd / F = 12.60±0.08 L。在给药后20 min、2 h和4 h的最佳LSS在两组验证中均表现良好(rMPE分别为-2.67%和-4.91%;RMSE分别为13.55%和13.47%)。结论:双伽马吸收模型拟合准确。MAP-BE为SOT、HSC和AID患者的EC-MPS剂量个体化提供了一种工具。
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来源期刊
CiteScore
6.30
自引率
8.80%
发文量
419
审稿时长
1 months
期刊介绍: Published on behalf of the British Pharmacological Society, the British Journal of Clinical Pharmacology features papers and reports on all aspects of drug action in humans: review articles, mini review articles, original papers, commentaries, editorials and letters. The Journal enjoys a wide readership, bridging the gap between the medical profession, clinical research and the pharmaceutical industry. It also publishes research on new methods, new drugs and new approaches to treatment. The Journal is recognised as one of the leading publications in its field. It is online only, publishes open access research through its OnlineOpen programme and is published monthly.
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