Division of Pharmacotherapy and Experimental Therapeutics, School of Pharmacy, University of North Carolina at Chapel Hill, North Carolina.
School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
Cancer Res. 2021 May 1;81(9):2522-2533. doi: 10.1158/0008-5472.CAN-20-3665. Epub 2021 Feb 15.
The sum of target lesions is routinely used to evaluate patient objective responses to treatment in the RECIST criteria, but it fails to address response heterogeneity across metastases. This study argues that spatiotemporal heterogeneity across metastases and organ-specific response is informative for drug efficacy and patient survival. We analyzed the longitudinal data of 11,404 metastatic lesions in 2,802 colorectal cancer patients from five phase III clinical trials. Initially, a metric Gower distance was applied to quantify response heterogeneity across metastases. Next, the spatiotemporal response heterogeneity across anatomic sites, therapies, and mutation status was assessed and examined for its association with drug efficacy and long-term patient survival. The response of metastatic lesions broadly differed across anatomic sites and therapies. About 60% of patients had at least one lesion respond contrarily from total tumor size. High interlesion heterogeneity was associated with shorter progression-free survival and overall survival. Targeted therapies (bevacizumab or panitumumab) combined with standard chemotherapy reduced interlesion heterogeneity and elicited more favorable effects from liver lesions ( < 0.001) than chemotherapy alone. Moreover, the favorable responses in liver metastases (> 30% shrinkage) were associated with extended patient overall survival ( < 0.001), in contrast to lesions in the lungs and lymph nodes. Altogether, the spatiotemporal response heterogeneity across metastases informed drug efficacy and patient survival, which could improve the current methods for treatment evaluation and patient prognosis. SIGNIFICANCE: These findings support the modification of RECIST criteria to include individual lesion response to improve assessments of drug efficacy.
目标病变的总和通常用于根据 RECIST 标准评估患者对治疗的客观反应,但它无法解决转移灶之间的反应异质性。本研究认为,转移灶之间的时空异质性和器官特异性反应对于药物疗效和患者生存是有信息价值的。我们分析了来自五项三期临床试验的 2802 例结直肠癌患者的 11404 个转移性病变的纵向数据。首先,应用 Gower 距离度量来量化转移灶之间的反应异质性。接下来,评估了解剖部位、治疗方法和突变状态的时空反应异质性,并研究了其与药物疗效和长期患者生存的关系。转移性病变的反应在解剖部位和治疗方法上存在广泛差异。大约 60%的患者至少有一个病变的反应与总肿瘤大小相反。高病变间异质性与较短的无进展生存期和总生存期相关。与单独化疗相比,贝伐单抗或帕尼单抗联合标准化疗的靶向治疗降低了病变间异质性,并使肝病变产生了更有利的效果(<0.001)。此外,肝转移灶的有利反应(>30%的收缩)与患者总生存期的延长相关(<0.001),而肺和淋巴结的病变则没有这种相关性。总之,转移灶之间的时空反应异质性为药物疗效和患者生存提供了信息,这可以改进当前的治疗评估和患者预后方法。
这些发现支持修改 RECIST 标准,包括个体病变反应,以提高药物疗效评估。