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MGA突变作为非鳞状非小细胞肺癌免疫检查点疗法的新型生物标志物

MGA Mutation as a Novel Biomarker for Immune Checkpoint Therapies in Non-Squamous Non-Small Cell Lung Cancer.

作者信息

Sun Lei, Li Man, Deng Ling, Niu Yuchun, Tang Yichun, Wang Yu, Guo Linlang

机构信息

Department of Pathology, Zhujiang Hospital, Southern Medical University, Guangzhou, China.

出版信息

Front Pharmacol. 2021 Apr 13;12:625593. doi: 10.3389/fphar.2021.625593. eCollection 2021.

Abstract

Immune checkpoint inhibitors have changed the treatment landscape for advanced non-small cell lung cancer. However, only a small proportion of patients experience clinical benefit from ICIs. Thus, the discovery of predictive biomarkers is urgently warranted. Evidence have shown that genetic aberrations in cancer cells can modulate the tumor immune milieu. We therefore explored the association between oncogenic mutations and efficacy to ICIs in non-squamous NSCLC. We curated genomic and clinical data of 314 non-squamous NSCLC patients receiving ICIs from four independent studies for the discovery cohort. For external validation, 305 patients from an ICI-treated cohort and 1,027 patients from two non-ICI-treated cohorts were used. Relations between oncogenic mutations and outcomes of immunotherapy were examined. Multivariate Cox regression models were applied to adjust confounding factors. Further investigation on tumor antigenicity and antitumor immunity was performed in The Cancer Genome Atlas lung adenocarcinoma cohort. A total of 82 oncogenes/tumor suppressor genes according to the Oncology Knowledge base database with a frequency greater than 3% were identified and investigated in the discovery cohort. Within these genes, MGA mutations were enriched in patients with durable clinical benefit ( = 0.001, false discovery rate < 0.05). The objective response rate was also significantly higher in patients with MGA mutation (2.63-fold, < 0.001, FDR < 0.05). Longer progression-free survival was found in MGA-mutated patients (HR, 0.41; 95% CI, 0.23-0.73; = 0.003), and the association remained significant after controlling for tumor mutational burden (TMB), programmed cell death ligand-1 expression, and treatment regimens. In the validation cohort, significant improvement in overall survival was found in patients harboring MGA mutation (HR, 0.39; 95% CI, 0.17-0.88; = 0.02). Furthermore, the survival difference was not detected in non-ICI-treated cohorts. We also demonstrated that MGA mutation correlate with higher TMB, elevated neoantigen load and DNA damage repair deficiency. Gene set enrichment analysis revealed that gene sets regarding activated immune responses were enriched in MGA-mutated tumors. Our work provides evidence that MGA mutation can be used as a novel predictive biomarker for ICI response in non-squamous NSCLC and merits further clinical and preclinical validation.

摘要

免疫检查点抑制剂已经改变了晚期非小细胞肺癌的治疗格局。然而,只有一小部分患者能从免疫检查点抑制剂中获得临床益处。因此,迫切需要发现预测性生物标志物。有证据表明,癌细胞中的基因畸变可调节肿瘤免疫微环境。因此,我们探讨了致癌突变与非鳞状非小细胞肺癌中免疫检查点抑制剂疗效之间的关联。我们整理了来自四项独立研究的314例接受免疫检查点抑制剂治疗的非鳞状非小细胞肺癌患者的基因组和临床数据作为发现队列。为了进行外部验证,使用了来自一个接受免疫检查点抑制剂治疗队列的305例患者和来自两个未接受免疫检查点抑制剂治疗队列的1027例患者。研究了致癌突变与免疫治疗结果之间的关系。应用多变量Cox回归模型来调整混杂因素。在癌症基因组图谱肺腺癌队列中对肿瘤抗原性和抗肿瘤免疫进行了进一步研究。根据肿瘤学知识库数据库,在发现队列中鉴定并研究了总共82个频率大于3%的癌基因/肿瘤抑制基因。在这些基因中,MGA突变在具有持久临床获益的患者中富集(P = 0.001,错误发现率 < 0.05)。MGA突变患者的客观缓解率也显著更高(2.63倍,P < 0.001,错误发现率 < 0.05)。在MGA突变的患者中发现了更长的无进展生存期(风险比,0.41;95%置信区间,0.23 - 0.73;P = 0.003),并且在控制肿瘤突变负荷(TMB)、程序性细胞死亡配体-1表达和治疗方案后,这种关联仍然显著。在验证队列中,发现携带MGA突变的患者总生存期有显著改善(风险比,0.39;95%置信区间,0.17 - 0.88;P = 0.02)。此外,在未接受免疫检查点抑制剂治疗的队列中未检测到生存差异。我们还证明MGA突变与更高的TMB、升高的新抗原负荷和DNA损伤修复缺陷相关。基因集富集分析显示,与激活的免疫反应相关的基因集在MGA突变的肿瘤中富集。我们的工作提供了证据表明,MGA突变可作为非鳞状非小细胞肺癌中免疫检查点抑制剂反应的一种新型预测生物标志物,值得进一步的临床和临床前验证。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cbcf/8076956/bd06cc537097/fphar-12-625593-g001.jpg

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