Characteristics of Patients and Prognostic Factors Across Treatment Lines in Metastatic Colorectal Cancer: An Analysis From the Aide et Recherche en Cancérologie Digestive Database.

IF 42.1 1区 医学 Q1 ONCOLOGY
Jean-Baptiste Bachet, Aimery de Gramont, Morteza Raeisi, Manel Rakez, Richard M Goldberg, Niall C Tebbutt, Eric Van Cutsem, Daniel G Haller, J Randolph Hecht, Robert J Mayer, Stuart M Lichtman, Al B Benson, Alberto F Sobrero, Josep Tabernero, Richard Adams, John R Zalcberg, Axel Grothey, Takayuki Yoshino, Thierry André, Qian Shi, Benoist Chibaudel
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Abstract

Purpose: Several lines of treatment can be used sequentially in patients with metastatic colorectal cancer. We investigated the evolution of patient/tumor characteristics and their prognostic impact across treatment lines to develop an overall prognostic score (OPS).

Patients and methods: Individual patient data from 48 randomized trials were analyzed. The end point was overall survival (from random assignment to death). Missing data were imputed. The complete data set was then separated into construction (80%) and validation sets (20%). The Cox's model was used to define risk groups for survival using the OPS. The discrimination capability was assessed in each treatment-line via bootstrapping to obtain optimism-corrected calibration and discrimination C-indices. Internal validation was done in the validation set.

Results: A total of 37,560 patients (26,974 in first-line [1L], 7,693 in second-line [2L], and 2,893 in third-line [3L]) were analyzed. Some clinical, biological, and molecular characteristics of patients/tumors included in therapeutic trials evolve over the lines. Seven independent prognostic variables were retained in the final multivariate model common to all lines: Eastern Cooperative Oncology Group performance status, hemoglobin, platelet count, WBC/absolute neutrophil count ratio, lactate dehydrogenase, alkaline phosphatase, and the number of metastatic sites. The OPS was used to define four patient subgroups with significantly different prognoses in 1L, 2L, and 3L, separately, with adequate C-indices: 0.65, 0.66, and 0.69 in the construction set and 0.65, 0.66, and 0.68 in the validation set, respectively. The OPS was not predictive, with 3L drugs (v placebo) or subsequent line (2L/1L or 3L/2L) extending survival in all prognostic groups.

Conclusion: The same prognostic model using practical variables can be used before all treatment lines. The OPS could better stratify patients in future clinical trials and help to therapeutic decision in routine practice.

转移性结直肠癌患者的特点和预后因素:来自Aide et Recherche en canc rologie消化数据库的分析。
目的:转移性结直肠癌患者可依次采用多种治疗方案。我们研究了患者/肿瘤特征的演变及其对治疗线预后的影响,以制定总体预后评分(OPS)。患者和方法:对48项随机试验的个体患者数据进行分析。终点是总生存期(从随机分配到死亡)。缺失的数据被输入。然后将完整的数据集分为构建集(80%)和验证集(20%)。采用Cox’s模型定义OPS生存风险组。通过自举法评估各处理系的判别能力,获得乐观校正的校准和判别c指数。内部验证在验证集中完成。结果:共分析37560例患者(一线26974例[1L],二线7693例[2L],三线2893例[3L])。包括在治疗试验中的患者/肿瘤的一些临床、生物学和分子特征随着时间的推移而变化。在最终的多变量模型中保留了7个独立的预后变量:东部肿瘤合作组的工作状态、血红蛋白、血小板计数、白细胞/绝对中性粒细胞计数比、乳酸脱氢酶、碱性磷酸酶和转移部位的数量。使用OPS定义4个患者亚组,分别在1L、2L和3L具有显著不同的预后,c -指数适当:构建组为0.65、0.66和0.69,验证组为0.65、0.66和0.68。OPS不具有预测性,在所有预后组中,3L药物(vs安慰剂)或后续线(2L/1L或3L/2L)延长了生存期。结论:采用实用变量的相同预后模型可用于所有治疗线。OPS可以在未来的临床试验中更好地对患者进行分层,并有助于日常实践中的治疗决策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Clinical Oncology
Journal of Clinical Oncology 医学-肿瘤学
CiteScore
41.20
自引率
2.20%
发文量
8215
审稿时长
2 months
期刊介绍: The Journal of Clinical Oncology serves its readers as the single most credible, authoritative resource for disseminating significant clinical oncology research. In print and in electronic format, JCO strives to publish the highest quality articles dedicated to clinical research. Original Reports remain the focus of JCO, but this scientific communication is enhanced by appropriately selected Editorials, Commentaries, Reviews, and other work that relate to the care of patients with cancer.
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