Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York.
Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.
Cancer Immunol Res. 2017 Jan;5(1):84-91. doi: 10.1158/2326-6066.CIR-16-0019. Epub 2016 Dec 12.
Immune checkpoint inhibitors are promising treatments for patients with a variety of malignancies. Toward understanding the determinants of response to immune checkpoint inhibitors, it was previously demonstrated that the presence of somatic mutations is associated with benefit from checkpoint inhibition. A hypothesis was posited that neoantigen homology to pathogens may in part explain the link between somatic mutations and response. To further examine this hypothesis, we reanalyzed cancer exome data obtained from our previously published study of 64 melanoma patients treated with CTLA-4 blockade and a new dataset of RNA-Seq data from 24 of these patients. We found that the ability to accurately predict patient benefit did not increase as the analysis narrowed from somatic mutation burden, to inclusion of only those mutations predicted to be MHC class I neoantigens, to only including those neoantigens that were expressed or that had homology to pathogens. The only association between somatic mutation burden and response was found when examining samples obtained prior to treatment. Neoantigen and expressed neoantigen burden were also associated with response, but neither was more predictive than somatic mutation burden. Neither the previously described tetrapeptide signature nor an updated method to evaluate neoepitope homology to pathogens was more predictive than mutation burden. Cancer Immunol Res; 5(1); 84-91. ©2016 AACR.
免疫检查点抑制剂是治疗各种恶性肿瘤患者的有前途的治疗方法。为了了解免疫检查点抑制剂反应的决定因素,先前已经证明,体细胞突变的存在与检查点抑制的益处相关。有人假设,新抗原与病原体的同源性可能部分解释了体细胞突变与反应之间的联系。为了进一步检验这一假设,我们重新分析了从我们之前发表的 64 名接受 CTLA-4 阻断治疗的黑色素瘤患者的癌症外显子组数据和来自其中 24 名患者的新 RNA-Seq 数据集。我们发现,从体细胞突变负担的分析范围缩小,仅包括预测为 MHC 类 I 新抗原的那些突变,到仅包括表达或与病原体具有同源性的那些新抗原,准确预测患者受益的能力并没有增加。仅在检查治疗前获得的样本时,才发现体细胞突变负担与反应之间存在关联。新抗原和表达的新抗原负担也与反应相关,但没有一个比体细胞突变负担更具预测性。以前描述的四肽特征或评估新表位与病原体同源性的更新方法都没有比突变负担更具预测性。Cancer Immunol Res; 5(1); 84-91. ©2016 AACR.