Menyhárt Otília, Pongor Lőrinc Sándor, Győrffy Balázs
2nd Department of Pediatrics, Semmelweis University, Budapest, Hungary.
MTA TTK Lendület Cancer Biomarker Research Group, Institute of Enzymology, Hungarian Academy of Sciences, Budapest, Hungary.
Front Pharmacol. 2019 Jan 8;9:1522. doi: 10.3389/fphar.2018.01522. eCollection 2018.
The immunotherapy agent pembrolizumab has been approved for gastric cancer (GC) patients with recurrent or advanced disease who are PD-L1 positive. Mutations in the primary lesion may drive the expression of immune targets thereby priming the tumor to therapeutic sensitivity. In this study, we aimed to uncover mutations associated with elevated PD-L1 expression in GC patients. Data from 410 GC patients were available, including the mutational spectrum of 39,916 genes and expression values of 20,500 genes. PD-L1 gene expression was compared to the mutational status of each gene separately by using a Mann-Whitney -test and a Receiver Operating Characteristic test. Only mutations with a prevalence over 5% were considered. Significance was accepted in cases of < 1E-05 and a fold change over 1.44. Mutations in 209 genes were associated with increased PD-L1 expression. These mutations were enriched in genes related to microtubule-based movement ( = 3.4E-4), cell adhesion ( = 4.9E-4), response to DNA-damage ( = 6.9E-4), and double-strand break-repair ( = 1.6E-3). Mutations in ( = 8.8E-10, AUC = 0.77), ( = 2.0E-9, AUC = 0.74), ( = 2.5E-9, AUC = 0.75), and ( = 3.3E-9, AUC = 0.74) had the strongest link to elevated PD-L1 expression. Finally, we established a decision tree based on mutations in , and capable to separate patient sub-cohorts with elevated PD-L1 expression. In summary, we identified mutations associated with elevated PD-L1 expression that facilitate the development of better prognostic biomarkers for GC, and might offer insight into the underlying tumor biology.
免疫治疗药物帕博利珠单抗已被批准用于治疗复发或晚期且PD-L1呈阳性的胃癌(GC)患者。原发灶中的突变可能会驱动免疫靶点的表达,从而使肿瘤对治疗产生敏感性。在本研究中,我们旨在揭示与GC患者中PD-L1表达升高相关的突变。我们获取了410例GC患者的数据,包括39916个基因的突变谱和20500个基因的表达值。通过使用Mann-Whitney检验和受试者工作特征检验,将PD-L1基因表达分别与每个基因的突变状态进行比较。仅考虑患病率超过5%的突变。当P值<1E-05且变化倍数超过1.44时,认为具有统计学意义。209个基因中的突变与PD-L1表达增加相关。这些突变在与微管相关运动(P = 3.4E-4)、细胞黏附(P = 4.9E-4)、对DNA损伤的反应(P = 6.9E-4)和双链断裂修复(P = 1.6E-3)相关的基因中富集。NOTCH1(P = 8.8E-10,AUC = 0.77)、FAT1(P = 2.0E-9,AUC = 0.74)、PIK3CA(P = 2.5E-9,AUC = 0.75)和KRAS(P = 3.3E-9,AUC = 0.74)中的突变与PD-L1表达升高的联系最为紧密。最后,我们基于NOTCH1、FAT1和PIK3CA的突变建立了一个决策树,能够区分PD-L1表达升高的患者亚组。总之,我们鉴定出了与PD-L1表达升高相关的突变,这有助于开发更好的GC预后生物标志物,并可能为潜在的肿瘤生物学提供见解。