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索拉非尼治疗晚期甲状腺癌患者无进展生存期和不良事件的暴露-反应建模与模拟。

Exposure-Response Modeling and Simulation of Progression-Free Survival and Adverse Events of Sorafenib Treatment in Patients With Advanced Thyroid Cancer.

机构信息

BAST Inc. Ltd., Loughborough, UK.

qPharmetra, Nijmegen, The Netherlands.

出版信息

Clin Transl Sci. 2019 Sep;12(5):459-469. doi: 10.1111/cts.12634. Epub 2019 Apr 12.

Abstract

Sorafenib is an oral multikinase inhibitor approved for the treatment of differentiated thyroid carcinoma (DTC), renal cell carcinoma, and hepatocellular carcinoma. In the phase III DECISION trial in patients with DTC, sorafenib exposure and the incidence of some adverse events (AEs) were higher than in previous trials; therefore, we analyzed exposure-response relationships, including progression-free survival (PFS) and selected AEs in patients with DTC. A novel, stratified prediction-corrected visual predictive check (pc-VPC) was developed to show robustness of the exposure-response relationships. Time-to-event simulations confirmed the benefit of the recommended dosing schedule of 800 mg/day: initial doses of 800 mg/day were associated with the highest PFS, whereas lower doses (600 or 400 mg/day) were associated with improved tolerability but reduced PFS. A simulated dose-reduction strategy of 800 mg/day for an initial two cycles followed by dose reductions seemed likely to maintain efficacy while possibly mitigating selected AEs (e.g., diarrhea and hand-foot skin reactions).

摘要

索拉非尼是一种口服多激酶抑制剂,已被批准用于治疗分化型甲状腺癌(DTC)、肾细胞癌和肝细胞癌。在 DTC 患者的 III 期 DECISION 试验中,索拉非尼的暴露量和某些不良反应(AE)的发生率高于以往的试验;因此,我们分析了 DTC 患者的暴露-反应关系,包括无进展生存期(PFS)和选定的 AE。开发了一种新的分层预测校正视觉预测检查(pc-VPC),以证明暴露-反应关系的稳健性。时间事件模拟证实了推荐的 800mg/天剂量方案的获益:每天 800mg 的初始剂量与最长的 PFS 相关,而较低的剂量(600 或 400mg/天)与更好的耐受性相关,但 PFS 降低。800mg/天初始两个周期后剂量减少的模拟剂量减少策略似乎可能在维持疗效的同时减轻某些选定的 AE(例如腹泻和手足皮肤反应)。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2265/6742948/ce860de22f15/CTS-12-459-g001.jpg

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