Qiu Huaide, Tian Wei, He Yikang, Li Jiahui, He Chuan, Li Yongqiang, Liu Ning, Li Jianan
Department of Rehabilitation Medicine, Jiangsu Shengze Hospital Affiliated to Nanjing Medical University, Suzhou, China.
Center of Rehabilitation Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.
Front Oncol. 2021 Apr 19;11:654350. doi: 10.3389/fonc.2021.654350. eCollection 2021.
CD86 has great potential to be a new target of immunotherapy by regulating cancer immune response. However, it remains unclear whether CD86 is a friend or foe in lower-grade glioma (LGG).
The prognostic value of CD86 expression in pan-cancer was analyzed using Cox regression and Kaplan-Meier analysis with data from the cancer genome atlas (TCGA). Cancer types where CD86 showed prognostic value in overall survival and disease-specific survival were identified for further analyses. The Chinese Glioma Genome Atlas (CGGA) dataset were utilized for external validation. Quantitative real-time PCR (qRT-PCR), Western blot (WB), and Immunohistochemistry (IHC) were conducted for further validation using surgical samples from Jiangsu Province hospital. The correlations between CD86 expression and tumor immunity were analyzed using the Estimation of Stromal and Immune cells in Malignant Tumours using Expression data (ESTIMATE) algorithm, Tumor IMmune Estimation Resource (TIMER) database, and expressions of immune checkpoint molecules. Gene Set Enrichment Analysis (GSEA) was performed using r package to reveal potential pathways.
Pan-cancer survival analysis established CD86 expression as an unfavorable prognostic factor in tumor progression and survival for LGG. CD86 expression between Grade-II and Grade-III LGG was validated using qRT-PCR and WB. Additionally, CD86 expression in LGG with unmethylated O(6)-methylguanine-DNA-methyltransferase (MGMT) promoter was significantly higher than those with methylated MGMT (P<0.05), while in LGG with codeletion of 1p/19q it was significantly downregulated as opposed to those with non-codeletion (P<2.2*10-16). IHC staining validated that CD86 expression was correlated with MGMT status and X1p/19q subtypes, which was independent of tumor grade. Multivariate regression validated that CD86 expression acts as an unfavorable prognostic factor independent of clinicopathological factors in overall survival of LGG patients. Analysis of tumor immunity and GSEA revealed pivotal role of CD86 in immune response for LGG.
Integrated analysis shows that CD86 is an unfavorable prognostic biomarker in LGG patients. Targeting CD86 may become a novel approach for immunotherapy of LGG.
CD86通过调节癌症免疫反应,具有成为免疫治疗新靶点的巨大潜力。然而,在低级别胶质瘤(LGG)中,CD86究竟是“友”还是“敌”仍不清楚。
利用癌症基因组图谱(TCGA)的数据,通过Cox回归和Kaplan-Meier分析,分析CD86表达在泛癌中的预后价值。确定CD86在总生存期和疾病特异性生存期显示出预后价值的癌症类型,进行进一步分析。利用中国胶质瘤基因组图谱(CGGA)数据集进行外部验证。使用江苏省医院的手术样本,通过定量实时聚合酶链反应(qRT-PCR)、蛋白质免疫印迹法(WB)和免疫组织化学(IHC)进行进一步验证。使用基于表达数据的恶性肿瘤基质和免疫细胞估计(ESTIMATE)算法、肿瘤免疫估计资源(TIMER)数据库以及免疫检查点分子的表达,分析CD86表达与肿瘤免疫之间的相关性。使用R包进行基因集富集分析(GSEA),以揭示潜在途径。
泛癌生存分析确定CD86表达是LGG肿瘤进展和生存的不良预后因素。使用qRT-PCR和WB验证了II级和III级LGG之间的CD86表达。此外,O(6)-甲基鸟嘌呤-DNA甲基转移酶(MGMT)启动子未甲基化的LGG中的CD86表达显著高于MGMT甲基化的LGG(P<0.05),而在1p/19q共缺失的LGG中,与非共缺失的LGG相比,CD86表达显著下调(P<2.2×10-16)。IHC染色验证CD86表达与MGMT状态和1p/19q亚型相关,且独立于肿瘤分级。多变量回归验证CD86表达是LGG患者总生存期独立于临床病理因素的不良预后因素。肿瘤免疫分析和GSEA揭示了CD86在LGG免疫反应中的关键作用。
综合分析表明,CD86是LGG患者的不良预后生物标志物。靶向CD86可能成为LGG免疫治疗的新方法。