Shanghai Pulmonary Hospital affiliated with Tongji University School of Medicine, Shanghai, 200092, China.
YuceBio Technology Co., Ltd, Shanghai, 201203, China.
BMC Genomics. 2018 Aug 3;19(1):582. doi: 10.1186/s12864-018-4958-5.
Mutant peptides presented by MHC (major histocompatibility complex) Class II in cancer are important targets for cancer immunotherapy. Both animal studies and clinical trials in cancer patients showed that CD4 T cells specific to tumor-derived mutant peptides are essential for the efficacy of immune checkpoint blockade therapy by PD1 antibody.
In this study, we analyzed the next generation sequencing data of 147 lung adenocarcinoma patients from The Cancer Genome Atlas and predicted neoantigens presented by MHC Class I and Class II molecules. We found 18,175 expressed clonal somatic mutations, with an average of 124 per patient. The presentation of mutant peptides by an HLA(human leukocyte antigen) Class II molecule, HLA DRB1, were predicted by NetMHCIIpan3.1. 8804 neo-peptides, including 375 strong binders and 8429 weak binders were found. For HLA DRB1*01:01, 54 strong binders and 896 weak binders were found. The most commonly mutated genes with predicted neo-antigens are KRAS, TTN, RYR2, MUC16, TP53, USH2A, ZFHX4, KEAP1, STK11, FAT3, NAV3 and EGFR.
Our results support the feasibility of discovering individualized HLA Class II presented mutant peptides as candidates for immunodiagnosis and immunotherapy of lung adenocarcinoma.
MHC(主要组织相容性复合体)II 类呈递的突变肽是癌症免疫治疗的重要靶点。动物研究和癌症患者的临床试验表明,针对肿瘤衍生突变肽的 CD4 T 细胞对于 PD1 抗体免疫检查点阻断治疗的疗效至关重要。
在这项研究中,我们分析了来自癌症基因组图谱的 147 例肺腺癌患者的下一代测序数据,并预测了 MHC I 和 II 类分子呈递的新抗原。我们发现了 18175 个表达的克隆体细胞突变,平均每个患者有 124 个。HLA(人类白细胞抗原)DRB1 类 II 分子呈递的突变肽通过 NetMHCIIpan3.1 预测。发现了 8804 个新肽,包括 375 个强结合肽和 8429 个弱结合肽。对于 HLA DRB1*01:01,发现了 54 个强结合肽和 896 个弱结合肽。具有预测新抗原的最常见突变基因是 KRAS、TTN、RYR2、MUC16、TP53、USH2A、ZFHX4、KEAP1、STK11、FAT3、NAV3 和 EGFR。
我们的结果支持发现个体化 HLA II 类呈递的突变肽作为肺腺癌免疫诊断和免疫治疗候选物的可行性。