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肿瘤大小的早期变化可预测一线转移性乳腺癌患者的总生存期。

Early change in tumour size predicts overall survival in patients with first-line metastatic breast cancer.

作者信息

Tate Sonya C, Andre Valerie, Enas Nathan, Ribba Benjamin, Gueorguieva Ivelina

机构信息

PK/PD, Eli Lilly and Company, Erl Wood Manor, Windlesham, GU20 6PH, UK.

Statistics, Eli Lilly and Company, Erl Wood Manor, Windlesham, GU20 6PH, UK.

出版信息

Eur J Cancer. 2016 Oct;66:95-103. doi: 10.1016/j.ejca.2016.07.009. Epub 2016 Aug 18.

Abstract

PURPOSE

Clinical trials using change in tumour size (CTS) as a primary end-point benefit from earlier evaluation of treatment effect and increased study power over progression-free survival, ultimately resulting in more timely regulatory approvals for cancer patients. In this work, a modelling framework was established to further characterise the relationship between CTS and overall survival (OS) in first-line metastatic breast cancer (mBC).

METHODS

Data from three randomised phase III trials designed to evaluate the clinical benefit of gemcitabine combination therapy in mBC patients were collated. Two drug-dependent models were developed to describe tumour growth dynamics: the first for paclitaxel/gemcitabine treatment and the second for docetaxel/gemcitabine treatment. A parametric survival model was used to characterise survival as a function of CTS and baseline patient demographics.

RESULTS

While the paclitaxel/gemcitabine model incorporated tumour shrinkage by both paclitaxel and gemcitabine with resistance to paclitaxel, the docetaxel/gemcitabine model incorporated shrinkage and resistance to docetaxel alone. Predictors for OS were CTS at week 8, baseline tumour size and ECOG performance status. Model predictions reveal that for an asymptomatic mBC patient with a 6-cm tumour burden, first-line paclitaxel/gemcitabine treatment offers a median OS of 28.6 months, compared to 26.0 months for paclitaxel alone.

CONCLUSION

A modelling framework was established, quantitatively describing the tumour growth inhibitory effects of various gemcitabine combotherapies and the effect of the resulting CTS on survival in first-line mBC. This work further supports the use of early CTS as a go/no-go decision point during phase II clinical evaluation of treatments for mBC.

摘要

目的

以肿瘤大小变化(CTS)作为主要终点的临床试验,受益于对治疗效果的早期评估以及相较于无进展生存期更高的研究效能,最终能为癌症患者更及时地获得监管批准。在这项研究中,建立了一个建模框架,以进一步刻画一线转移性乳腺癌(mBC)中CTS与总生存期(OS)之间的关系。

方法

整理了三项旨在评估吉西他滨联合疗法对mBC患者临床获益的随机III期试验数据。开发了两个药物依赖模型来描述肿瘤生长动力学:第一个用于紫杉醇/吉西他滨治疗,第二个用于多西他赛/吉西他滨治疗。使用参数生存模型将生存期刻画为CTS和基线患者人口统计学特征的函数。

结果

虽然紫杉醇/吉西他滨模型纳入了紫杉醇和吉西他滨共同导致的肿瘤缩小以及对紫杉醇的耐药性,但多西他赛/吉西他滨模型仅纳入了肿瘤缩小和对多西他赛的耐药性。OS的预测因素为第8周时的CTS、基线肿瘤大小和东部肿瘤协作组(ECOG)体能状态。模型预测显示,对于一名肿瘤负荷为6厘米的无症状mBC患者,一线紫杉醇/吉西他滨治疗的中位OS为28.6个月,而单独使用紫杉醇时为26.0个月。

结论

建立了一个建模框架,定量描述了各种吉西他滨联合疗法的肿瘤生长抑制作用以及由此产生的CTS对一线mBC生存期的影响。这项研究进一步支持在mBC治疗的II期临床评估期间,将早期CTS用作决定是否继续治疗的决策点。

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