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联合建模和模拟 M 蛋白动力学与无进展生存期,用于伊沙妥昔单抗联合泊马度胺/地塞米松的不同剂量方案。

Joint modelling and simulation of M-protein dynamics and progression-free survival for alternative isatuximab dosing with pomalidomide/dexamethasone.

机构信息

Translational Disease Modeling, Data and Data Science, Sanofi, France.

Clinical Modeling and Evidence Integration, Data and Data Science, Sanofi, France.

出版信息

Br J Clin Pharmacol. 2022 May;88(5):2052-2064. doi: 10.1111/bcp.15123. Epub 2021 Nov 26.

Abstract

AIMS

Addition of isatuximab (Isa) to pomalidomide/dexamethasone (Pd) significantly improved progression-free survival (PFS) in patients with relapsed/refractory multiple myeloma (RRMM). We aimed to characterize the relationship between serum M-protein kinetics and PFS in the phase 3 ICARIA-MM trial (NCT02990338), and to evaluate an alternative dosing regimen of Isa by simulation.

METHODS

Data from the ICARIA-MM trial comparing Isa 10 mg/kg weekly for 4 weeks then every 2 weeks (QW-Q2W) in combination with Pd versus Pd in 256 evaluable RRMM patients were used. A joint model of serum M-protein dynamics and PFS was developed. Trial simulations were then performed to evaluate whether efficacy is maintained after switching to a monthly dosing regimen.

RESULTS

The model identified instantaneous changes (slope) in serum M-protein as the best on-treatment predictor for PFS and baseline patient characteristics impacting serum M-protein kinetics (albumin and β2-microglobulin on baseline levels, non-IgG type on growth rate) and PFS (presence of plasmacytomas). Trial simulations demonstrated that switching to a monthly Isa regimen at 6 months would shorten median PFS by 2.3 weeks and induce 42.3% patients to progress earlier.

CONCLUSIONS

Trial simulations supported selection of the approved Isa 10 mg/kg QW-Q2W regimen and showed that switching to a monthly regimen after 6 months may reduce clinical benefit in the overall population. However, patients with good prognostic characteristics and with a stable, very good partial response may switch to a monthly regimen after 6 months without compromising the risk of disease progression. This hypothesis will be tested in a prospective clinical trial.

摘要

目的

伊沙妥昔单抗(Isa)联合泊马度胺/地塞米松(Pd)显著改善了复发/难治性多发性骨髓瘤(RRMM)患者的无进展生存期(PFS)。本研究旨在分析 ICARIA-MM 试验(NCT02990338)中血清 M 蛋白动力学与 PFS 之间的关系,并通过模拟评估 Isa 的替代给药方案。

方法

本研究使用了比较 Isa 10mg/kg 每周连用 4 周,然后每 2 周(QW-Q2W)联合 Pd 与 Pd 治疗 256 例可评估 RRMM 患者的 ICARIA-MM 试验数据。建立了血清 M 蛋白动力学与 PFS 的联合模型。然后进行试验模拟,以评估在转换为每月给药方案后是否能维持疗效。

结果

该模型确定血清 M 蛋白的瞬时变化(斜率)是 PFS 的最佳治疗预测指标,基线患者特征影响血清 M 蛋白动力学(基线白蛋白和β2-微球蛋白水平、非 IgG 类型、生长率)和 PFS(浆细胞瘤的存在)。试验模拟表明,6 个月时转换为每月 Isa 方案将使中位 PFS 缩短 2.3 周,并使 42.3%的患者更早进展。

结论

试验模拟支持选择批准的 Isa 10mg/kg QW-Q2W 方案,并表明在 6 个月后转换为每月方案可能会降低总体人群的临床获益。然而,具有良好预后特征且获得稳定、非常好的部分缓解的患者在 6 个月后转换为每月方案而不会增加疾病进展的风险。这一假设将在一项前瞻性临床试验中进行检验。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3fe0/9298821/11f188727792/BCP-88-2052-g006.jpg

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