Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, Buffalo, NY, USA.
Bioanalytics, Metabolomics, and Pharmacokinetics Shared Resource, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA.
Target Oncol. 2023 Sep;18(5):685-695. doi: 10.1007/s11523-023-00992-4. Epub 2023 Aug 26.
In patients with relapsed/refractory (R/R) diffuse large B-cell lymphoma (DLBCL), salvage chemotherapy regimens (e.g., rituximab, ifosfamide, carboplatin, and etoposide, R-ICE) yield poor outcomes. Carfilzomib, an irreversible proteasome inhibitor, can overcome acquired rituximab-chemotherapy resistance and, when combined with R-ICE, improves outcomes in patients with R/R DLBCL.
This analysis aimed to develop a population pharmacokinetic/pharmacodynamic (PK/PD) model for carfilzomib in R/R DLBCL patients.
In a single-center, open-label, prospective phase 1 study, patients received carfilzomib (10, 15, or 20 mg/m) on days 1, 2, 8, and 9, and standard doses of R-ICE on days 3-6 every 21 days (maximum of three cycles). Carfilzomib plasma concentrations up to 24 h postinfusion were measured by liquid chromatography coupled with tandem mass spectrometry. Proteasome activity (PD biomarker) in peripheral blood mononuclear cells was assessed on days 1-2 with sparse sampling. PK/PD models were developed using NONMEM v7.4.1 interfaced with Finch Studio v1.1.0 and PsN v4.7.0. Model selection was guided by objective function value, goodness-of-fit, and visual predictive checks. Stepwise covariate modeling was used for covariate selection.
Twenty-eight patients were enrolled in the PK/PD analysis, from whom 217 PK samples and 127 PD samples were included. Carfilzomib PK was best described by a two-compartment model with linear disposition (typical total clearance of 133 L/h). Proteasome activity was best characterized using a turnover model with irreversible inactivation. All parameters were estimated with good precision. No statistically significant covariates were identified.
A validated population-based PK/PD model of carfilzomib was developed successfully. Further research is needed to identify sources of variability in response to treatment with carfilzomib in combination with R-ICE.
ClinicalTrials.gov identifier number NCT01959698.
在复发/难治性(R/R)弥漫性大 B 细胞淋巴瘤(DLBCL)患者中,挽救性化疗方案(如利妥昔单抗、异环磷酰胺、卡铂和依托泊苷,R-ICE)的疗效不佳。卡非佐米是一种不可逆的蛋白酶体抑制剂,可克服获得性利妥昔单抗化疗耐药性,当与 R-ICE 联合使用时,可改善 R/R DLBCL 患者的预后。
本分析旨在建立卡非佐米在 R/R DLBCL 患者中的群体药代动力学/药效学(PK/PD)模型。
在一项单中心、开放标签、前瞻性的 1 期研究中,患者在第 1、2、8 和 9 天接受卡非佐米(10、15 或 20mg/m2),在第 3-6 天接受标准剂量的 R-ICE,每 21 天一次(最多 3 个周期)。通过液相色谱-串联质谱法测定输注后 24 小时内的卡非佐米血浆浓度。在第 1-2 天通过稀疏采样评估外周血单个核细胞中的蛋白酶体活性(PD 生物标志物)。使用 NONMEM v7.4.1 结合 Finch Studio v1.1.0 和 PsN v4.7.0 建立 PK/PD 模型。模型选择的指导依据是目标函数值、拟合优度和预测检查。逐步协变量建模用于协变量选择。
28 例患者纳入 PK/PD 分析,其中包括 217 个 PK 样本和 127 个 PD 样本。卡非佐米 PK 最好通过具有线性处置的两室模型来描述(典型的总清除率为 133L/h)。蛋白酶体活性最好使用具有不可逆失活的转换模型来描述。所有参数均具有良好的精度估计。未发现具有统计学意义的协变量。
成功建立了卡非佐米基于人群的 PK/PD 验证模型。需要进一步研究以确定与卡非佐米联合 R-ICE 治疗反应相关的变异性来源。
ClinicalTrials.gov 标识符号 NCT01959698。