PO.CL05.07 · 临床研究

基于细胞水平药效学介导药物处置模型预测晚期或转移性实体瘤患者中GI-102固定剂量给药和基于体重给药的药代动力学和药效学特征

Prediction of pharmacokinetics and pharmacodynamics profile for a fixed dosing and body weight-based dosing of GI-102 based on cell-level pharmacodynamics-mediated drug disposition model in patients with advanced or metastatic solid tumors

海报缩略图:基于细胞水平药效学介导药物处置模型预测晚期或转移性实体瘤患者中GI-102固定剂量给药和基于体重给药的药代动力学和药效学特征
编号 7758 展板 18 时间 4/22 09:00–12:00 区域 Section 42 主讲 Myoung Ho Jang, PhD
分会场 Immune Response to Therapies
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作者与单位 Authors & Affiliations

Suemin Park1, Seung Chan Choi1, Kwang-Soo Shin2, Nari Yun2, Myoung Ho Jang2, Hyeong-Seok Lim1

1Department of Clinical Pharmacology and Therapeutics, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea, Republic of,2Clinical development, GI Innovation, Seoul, Korea, Republic of

摘要 Abstract

中文摘要
GI-102(CD80/IL2v3)旨在将IL-2变体导向免疫细胞和肿瘤细胞,并通过CD80阻断CTLA-4。通过选择性结合IL-2Rbetagamma增强细胞毒性T(Tc)细胞和自然杀伤(NK)细胞的增殖。CD80-CTLA4结合进一步抑制调节性T(Treg)细胞的免疫抑制功能。基于GI-102单药治疗剂量递增数据的1/2期首次人体研究(KEYNOTE-G08),构建了一个细胞水平药效学介导药物处置(PDMDD)模型,以评估药物暴露、靶受体占有率和药效学(PD)效应之间的关系。历史上,由于治疗窗窄和患者间变异性高,IL-2疗法依赖于基于体重的给药。利用GI-102在人体中的安全性和耐受性,模型指导的模拟比较了固定剂量与基于体重给药的整体药代动力学(PK)和PD特征。该模型通过同时拟合54例接受GI-102每三周静脉给药、剂量为0.06-0.45 mg/kg的晚期或转移性实体瘤患者的药物浓度(n=1185)以及总淋巴细胞(n=826)、Tc细胞、NK细胞和Treg细胞计数(各n=529)而构建。靶点介导药物处置(TMDD)模型纳入了细胞水平上随时间变化的PD介导处置。治疗后淋巴细胞渗出采用经验方法描述,而药物浓度与GI-102-IL-2Rbetagamma刺激驱动的淋巴细胞增加之间的时间延迟,则通过带有激动作用操作模型的间接反应模型进行捕获。经模型诊断后,使用最终模型对每种情景进行了1000次重复的蒙特卡洛模拟。建模使用NONMEM® v7.5.0进行,数据处理和绘图使用R v4.3.3。该两房室细胞水平PDMDD模型充分描述了观察到的PK/PD数据的集中趋势。模拟显示各剂量间存在明确的暴露-反应关系。在0.24-0.45 mg/kg剂量下,考虑到渗出后,总淋巴细胞和Tc细胞分别达到约3640-4136 cells/μL和515-572 cells/μL的水平。在相同范围内,预测NK细胞将超过1000 cells/μL,表明在受体占有率<50%时即出现强劲扩增。此外,10、20和30 mg固定剂量方案的模拟显示免疫细胞增殖增加,与相应的0.12、0.24和0.35 mg/kg基于体重的剂量大体相当。我们的建模与模拟对所测试剂量和固定剂量方案下的PD效应提供了初步预测,可作为确定最佳剂量和给药方案的参考。
查看英文原文 English abstract
GI-102 (CD80/IL2v3) is designed to direct IL-2 variant to immune cells and tumor cells, and to block CTLA-4 via CD80. Proliferation of cytotoxic T (T c ) cells and natural killer (NK) cells is enhanced through selective binding to IL-2Rbetagamma. CD80-CTLA4 binding further inhibits immunosuppressive function of regulatory T (T reg ) cells. Based on GI-102 monotherapy dose-escalation data of the phase 1/2 first-in-human study (KEYNOTE-G08), a cell-level pharmacodynamics-mediated drug disposition (PDMDD) model was constructed to assess the relationship between drug exposure, target receptor occupancy, and pharmacodynamic (PD) effect. Historically, IL-2 therapies relied on body-weight-based dosing due to narrow therapeutic windows and high interpatient variability. Leveraging GI-102 safety and tolerability in humans, model-informed simulations compared overall pharmacokinetic (PK) and PD profiles of fixed-dose versus weight-based dosing.The model was constructed by simultaneously fitting drug concentrations (n=1185) and total lymphocyte (n=826), T c cell, NK cell, and T reg cell counts (n=529 each) from 54 patients with advanced or metastatic solid tumors who received GI-102 intravenously every three weeks at doses of 0.06-0.45 mg/kg. The target-mediated drug disposition (TMDD) model incorporated time-varying PD-mediated disposition at the cellular level. Lymphocyte diapedesis after treatment was described empirically, and time delay between drug concentrations and lymphocyte increase driven by GI-102-IL-2Rbetagamma stimulation was captured by an indirect response model with the operational model of agonism. Following model diagnostics, Monte-Carlo simulations with 1000 replicates were performed for each scenario using the final model. Modeling was conducted using NONMEM® v7.5.0, and data processing and plotting using R v4.3.3. The two-compartment, cell-level PDMDD model adequately described central tendency of observed PK/PD data. Simulations showed a clear exposure-response relationship across doses. At 0.24-0.45 mg/kg, total lymphocytes and T c cells, accounting for diapedesis, reached levels around 3640-4136 cells/μL and 515-572 cells/μL, respectively. At the same range, NK cells were predicted to exceed 1000 cell/μL, indicating robust expansion at receptor occupancy < 50%. In addition, simulations for fixed-dose regimen of 10, 20, and 30 mg showed increased immune cell proliferation, largely comparable to corresponding weight-based doses of 0.12, 0.24, and 0.35 mg/kg, respectively. Our modeling and simulation provides preliminary prediction of PD effect at tested doses and fixed-dose regimens, serving as reference for determining optimal dose and dosing regimen.
利益披露 Disclosure
S. Park, None.. S. Choi, None. K. Shin, GI Innovation Employment. N. Yun, GI Innovation Employment. M. Jang, GI Innovation Employment. H. Lim, None.

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