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isatuximab-地塞米松-泊马度胺联合用药对骨髓瘤患者血清M蛋白及无进展生存期的影响:利用I/II期数据建立联合模型

Isatuximab-dexamethasone-pomalidomide combination effects on serum M protein and PFS in myeloma: Development of a joint model using phase I/II data.

作者信息

Pitoy Antoine, Desmée Solène, Riglet François, Thai Hoai-Thu, Klippel Zandra, Semiond Dorothée, Veyrat-Follet Christine, Bertrand Julie

机构信息

Sanofi Data and Data Sciences, Translational Disease Modeling, Gentilly, France.

INSERM, SPHERE, U1246, Tours University, Nantes University, Tours, France.

出版信息

CPT Pharmacometrics Syst Pharmacol. 2024 Dec;13(12):2087-2101. doi: 10.1002/psp4.13206. Epub 2024 Nov 28.

Abstract

This study aimed at leveraging data from phase I/II clinical trials to build a nonlinear joint model of serum M-protein kinetics and progression-free survival (PFS) accounting for the effects of isatuximab (Isa), pomalidomide (Pom), and dexamethasone (Dex) in patients with relapsed and/or refractory multiple myeloma. Serum M-protein levels and PFS data from 203 evaluable patients, included either in a phase I/II study (n = 173) or in a phase I study (n = 30), were used to build the model. First, we independently developed a longitudinal model and a PFS model. Then, we linked them in a nonlinear joint model by selecting the link function that best captured the association between serum M-protein kinetics and PFS. A Claret tumor growth-inhibition model accounting for the additive effects of Isa, with an E function, Pom, and Dex on serum M-protein elimination was selected to describe serum M-protein kinetics. PFS was best described with a log-logistic model and associations with baseline beta-2 microglobulin level, age, and coadministration of Dex were identified. The instantaneous change in serum M-protein level was found to be associated with PFS in the final joint model. Using model simulations, we retrospectively supported the Isa 10 mg/kg weekly for 4 weeks, then biweekly (QW/Q2W) dosing regimen of the ICARIA-MM phase III pivotal study, and validated it using the same phase III pivotal study data.

摘要

本研究旨在利用I/II期临床试验数据,建立一个血清M蛋白动力学和无进展生存期(PFS)的非线性联合模型,该模型考虑了isatuximab(Isa)、泊马度胺(Pom)和地塞米松(Dex)对复发和/或难治性多发性骨髓瘤患者的影响。来自203例可评估患者的血清M蛋白水平和PFS数据被用于建立模型,这些患者纳入了一项I/II期研究(n = 173)或一项I期研究(n = 30)。首先,我们独立开发了一个纵向模型和一个PFS模型。然后,通过选择最能捕捉血清M蛋白动力学与PFS之间关联的链接函数,将它们链接成一个非线性联合模型。选择了一个考虑Isa、具有E函数的Pom和Dex对血清M蛋白清除的累加效应的Claret肿瘤生长抑制模型来描述血清M蛋白动力学。PFS用对数逻辑模型进行最佳描述,并确定了与基线β2微球蛋白水平、年龄以及Dex联合使用的关联。在最终的联合模型中,发现血清M蛋白水平的瞬时变化与PFS相关。通过模型模拟,我们回顾性地支持了ICARIA-MM III期关键研究中Isa每周10 mg/kg,共4周,然后每两周一次(QW/Q2W)的给药方案,并使用同一III期关键研究数据对其进行了验证。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/703b/11646945/06fc34dddced/PSP4-13-2087-g003.jpg

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