Mazumdar Madhu, Smith Alex, Schwartz Lawrence H
Department of Epidemiology and Biostatistics, Memorial Sloan-Kettering Cancer Center, 307 E. 63rd St., 3rd Floor, New York, NY 10021, USA.
J Clin Epidemiol. 2004 Apr;57(4):358-65. doi: 10.1016/j.jclinepi.2003.07.015.
Tumor shrinkage has been adopted as an end point for evaluating the effectiveness of new anticancer agents. The WHO (World Health Organization) criterion suggested measuring the tumor shrinkage by the change in the product of maximal diameter (MD) and the corresponding largest perpendicular diameter (LPD). The RECIST (Response Evaluation Criteria In Solid Tumor) guideline proposed using the change in MD only, based on the observation that this measure is more linearly related to tumor cell kill than the cross product (MD*LPD). Both criteria classify patients into four categories of response: complete response (CR: total disappearance), partial response (PR), stable disease (SD), and progressive disease (PD) but the criteria used in the definition of PD vary. It was anticipated that patients' actual response categorization would not be considerably affected by utilizing the RECIST criteria instead of WHO. Empirical evidence supporting this fact was provided by retrospective analysis of several large datasets.
A statistical simulation is performed to generate tumor measurements and patient response data under meaningful probability distributions with parameters based on data from 130 patients on clinical trials at a cancer center. Concordance measures between the two response criteria (Kappa coefficient and percentage disagreement per response category) are assessed systematically over various combinations of the percentage of elliptical tumors at baseline and the percentage of tumors changing shape from baseline to follow-up.
The overall percentage of disagreement between the two methods of response assessment is found to be in the range of 14-20%. The patients categorized by WHO in the PR, SD, and PD groups fall into a different category when assessed by RECIST between 8-16%, 3-12%, and 32-35% of the times, respectively. The kappa coefficient ranges between 0.68-0.77. The proportion of elliptical tumors at baseline does not greatly impact the concordance, but the magnitude of the change in the aspect ratio has a large impact.
Response assessment as measured by RECIST, with both a change in the underlying metric and change in definition of progression, often results in different categorization of response compared to WHO. The difference in response categorization may be problematic when new experimental therapies are compared to conventional agents whose response rates have been established in historical trials. The apparent lower rate of disease progression with RECIST may mean that more patients remain on therapy. Higher percentages of patients with SD need to be interpreted cautiously by distinguishing those due to the change in the response criterion as opposed to those induced by drugs using pathways such as angiogenesis where disease stabilization is expected rather than shrinkage of tumor.
肿瘤缩小已被用作评估新型抗癌药物疗效的终点。世界卫生组织(WHO)的标准建议通过测量最大直径(MD)与相应最大垂直直径(LPD)乘积的变化来衡量肿瘤缩小情况。实体瘤疗效评价标准(RECIST)指南则建议仅使用MD的变化,基于这样的观察结果,即该测量与肿瘤细胞杀伤的线性关系比交叉乘积(MD×LPD)更强。两种标准都将患者分为四类反应:完全缓解(CR:完全消失)、部分缓解(PR)、疾病稳定(SD)和疾病进展(PD),但用于定义PD的标准有所不同。预计使用RECIST标准而非WHO标准不会对患者的实际反应分类产生显著影响。对几个大型数据集的回顾性分析提供了支持这一事实的经验证据。
进行统计模拟,以基于癌症中心130名患者的临床试验数据中的参数,在有意义的概率分布下生成肿瘤测量值和患者反应数据。在基线椭圆肿瘤百分比和从基线到随访肿瘤形状变化百分比的各种组合中,系统地评估两种反应标准之间的一致性指标(卡帕系数和每个反应类别不一致百分比)。
发现两种反应评估方法之间的总体不一致百分比在14% - 20%范围内。WHO分类为PR、SD和PD组的患者,在采用RECIST评估时,分别有8% - 16%、3% - 12%和32% - 35%的情况被归为不同类别。卡帕系数在0.68 - 0.77之间。基线椭圆肿瘤的比例对一致性影响不大,但纵横比变化的幅度有很大影响。
与WHO相比,RECIST测量的反应评估,无论是基础指标的变化还是进展定义的变化,通常会导致反应分类不同。当将新的实验性疗法与在历史试验中已确定反应率的传统药物进行比较时,反应分类的差异可能会产生问题。RECIST明显较低的疾病进展率可能意味着更多患者继续接受治疗。对于较高百分比的SD患者,需要谨慎解释,区分是由于反应标准的变化导致的,还是由于使用血管生成等途径的药物诱导的,后者预期疾病稳定而非肿瘤缩小。