Medical Genetics Division, Shizuoka Cancer Center Research Institute, Nagaizumi, Japan.
Cancer Diagnostics Research Division, Shizuoka Cancer Center Research Institute, Nagaizumi, Japan.
Cancer Sci. 2019 Aug;110(8):2620-2628. doi: 10.1111/cas.14087. Epub 2019 Jun 24.
Tumor mutational burden (TMB) and mutational signatures reflect the process of mutation accumulation in cancer. However, the significance of these emerging characteristics remains unclear. In the present study, we used whole-exome sequencing to analyze the TMB and mutational signature in solid tumors of 4046 Japanese patients. Eight predominant signatures-microsatellite instability, smoking, POLE, APOBEC, UV, mismatch repair, double-strand break repair, and Signature 16-were observed in tumors with TMB higher than 1.0 mutation/Mb, whereas POLE and UV signatures only showed moderate correlation with TMB, suggesting the extensive accumulation of mutations due to defective POLE and UV exposure. The contribution ratio of Signature 16, which is associated with hepatocellular carcinoma in drinkers, was increased in hypopharynx cancer. Tumors with predominant microsatellite instability signature were potential candidates for treatment with immune checkpoint inhibitors such as pembrolizumab and were found in 2.8% of cases. Furthermore, based on microarray analysis, tumors with predominant signatures were classified into 2 subgroups depending on the expression of immune-related genes reflecting differences in the immune context of the tumor microenvironment. Tumor subpopulations differing in the content of infiltrating immune cells might respond differently to immunotherapeutics. An understanding of cancer characteristics based on TMB and mutational signatures could provide new insights into mutation-driven tumorigenesis.
肿瘤突变负荷 (TMB) 和突变特征反映了癌症中突变积累的过程。然而,这些新出现的特征的意义尚不清楚。在本研究中,我们使用全外显子组测序分析了 4046 例日本患者的实体瘤 TMB 和突变特征。在 TMB 高于 1.0 突变/Mb 的肿瘤中观察到 8 个主要特征:微卫星不稳定、吸烟、POLE、APOBEC、UV、错配修复、双链断裂修复和 Signature 16,而 POLE 和 UV 特征仅与 TMB 呈中度相关,提示由于 POLE 和 UV 暴露缺陷导致大量突变的积累。与饮酒相关的肝细胞癌相关的 Signature 16 的贡献率在下咽癌中增加。具有主要微卫星不稳定特征的肿瘤可能是派姆单抗等免疫检查点抑制剂治疗的候选者,在 2.8%的病例中发现。此外,基于微阵列分析,根据反映肿瘤微环境免疫背景差异的免疫相关基因的表达,将具有主要特征的肿瘤分为 2 个亚组。浸润免疫细胞含量不同的肿瘤亚群可能对免疫治疗有不同的反应。基于 TMB 和突变特征的癌症特征的理解可以为突变驱动的肿瘤发生提供新的见解。