Academy of Military Medical Sciences, Academy of Military Sciences, Beijing, China; Department of Gastrointestinal Oncology, The Fifth Medical Center of the Chinese PLA General Hospital, Beijing, China.
Genecast Precision Medicine Technology Institute, Beijing, China.
Biomed Pharmacother. 2020 Sep;129:110457. doi: 10.1016/j.biopha.2020.110457. Epub 2020 Jul 2.
Currently, only a small subset of cancer patients can benefit from anti-PD-1/PD-L1 monotherapy, indicating that further predictive biomarkers are needed. In the retrospective study, plasma samples were collected before anti-PD-L1/PD-L1 treatment in two subsets of patients. A total of 59 immunological factors, including cytokines, chemokines, and soluble immune checkpoints, were measured by using a multiplex immunoassay kit. Moreover, multiplex immunohistochemistry (mIHC) was performed in a subgroup of patients. In the discovery cohort, multiplex immunoassay profiling data revealed that both soluble PD-L1 and C-C motif chemokine 5 (CCL5/RANTES) showed rising trends across the three subgroups PD, SD and CR/PR. Further investigation demonstrated the predictive and prognostic value of the pre-treatment levels of PD-L1, CCL5/RANTES, and their combinatorial signature the "2-cytokine signature". As expected, the signature-high patients displayed a remarkably increased disease control rate (DCR) and prolonged survival versus that of the lower subgroup. More importantly, the relevance between the three signatures and the efficiency of immunotherapy was confirmed in the pan-cancer validation cohort. Notably, the significant association between the "2-cytokine signature" and longer survival was validated. Further quantitative analyses of the tumor microenvironment composition suggested a link between the "2-cytokine signature" and NK cell infiltration. In conclusion, a combined peripheral signature comprising CCL5/RANTES and soluble PD-L1 appears to be an effective biomarker to predict benefit from anti-PD-1/PD-L1 monotherapy. Our study underscores that peripheral immunological features may play an essential role in guiding patient selection and are worthy of future prospective investigations.
目前,只有一小部分癌症患者可以从抗 PD-1/PD-L1 单药治疗中获益,这表明需要进一步的预测生物标志物。在回顾性研究中,在两组患者中分别在接受抗 PD-L1/PD-L1 治疗前收集了血浆样本。使用多重免疫分析试剂盒共测量了 59 种免疫因子,包括细胞因子、趋化因子和可溶性免疫检查点。此外,在亚组患者中进行了多重免疫组化(mIHC)。在发现队列中,多重免疫分析谱数据显示,可溶性 PD-L1 和 C-C 基序趋化因子 5(CCL5/RANTES)均在 PD、SD 和 CR/PR 三个亚组中呈上升趋势。进一步的研究表明,治疗前 PD-L1、CCL5/RANTES 及其组合特征“2 细胞因子特征”的水平具有预测和预后价值。不出所料,特征高的患者与特征低的患者相比,疾病控制率(DCR)显著提高,生存时间延长。更重要的是,在泛癌验证队列中证实了这三个特征与免疫治疗效率之间的相关性。值得注意的是,“2 细胞因子特征”与更长的生存时间之间的显著相关性得到了验证。对肿瘤微环境成分的进一步定量分析表明,“2 细胞因子特征”与 NK 细胞浸润之间存在联系。总之,包含 CCL5/RANTES 和可溶性 PD-L1 的组合外周特征似乎是预测抗 PD-1/PD-L1 单药治疗获益的有效生物标志物。我们的研究强调了外周免疫特征可能在指导患者选择方面发挥着重要作用,值得未来进行前瞻性研究。