Department of Microbiology, Harbin Medical University, 157 Baojian Road, Harbin 150081, China.
Department of Microbiology, Harbin Medical University, 157 Baojian Road, Harbin 150081, China; Wu Lien-Teh Institute, Harbin Medical University, 157 Baojian Road, Harbin 150081, China.
Mol Immunol. 2018 Apr;96:28-36. doi: 10.1016/j.molimm.2018.02.005. Epub 2018 Feb 22.
Human papillomavirus-positive (HPV+) head and neck squamous cell cancer (HNSCC) exhibits a better prognosis than HPV-negative (HPV-) HNSCC. This difference may in part be due to enhanced immune activation in the HPV+ HNSCC tumor microenvironment. To characterize differences in immune activation between HPV+ and HPV- HNSCC tumors, we identified and annotated differentially expressed genes based upon mRNA expression data from The Cancer Genome Atlas (TCGA). Immune network between immune cells and cytokines was constructed by using single sample Gene Set Enrichment Analysis and conditional mutual information. Multivariate Cox regression analysis was used to determine the prognostic value of immune microenvironment characterization. A total of 1673 differentially expressed genes were functionally annotated. We found that genes upregulated in HPV+ HNSCC are enriched in immune-associated processes. And the up-regulated gene sets were validated by Gene Set Enrichment Analysis. The microenvironment of HPV+ HNSCC exhibited greater numbers of infiltrating B and T cells and fewer neutrophils than HPV- HNSCC. These findings were validated by two independent datasets in the Gene Expression Omnibus (GEO) database. Further analyses of T cell subtypes revealed that cytotoxic T cell subtypes predominated in HPV+ HNSCC. In addition, the ratio of M1/M2 macrophages was much higher in HPV+ HNSCC. The infiltration of these immune cells was correlated with differentially expressed cytokine-associated genes. Enhanced infiltration of B cells and CD8+ T cells were identified as independent protective factors, while high neutrophil infiltration was a risk enhancing factor for HPV+ HNSCC patients. A schematic model of immunological network was established for HPV+ HNSCC to summarize our findings.
人乳头瘤病毒阳性(HPV+)头颈部鳞状细胞癌(HNSCC)的预后优于人乳头瘤病毒阴性(HPV-)HNSCC。这种差异可能部分归因于 HPV+HNSCC 肿瘤微环境中增强的免疫激活。为了描述 HPV+HNSCC 和 HPV-HNSCC 肿瘤之间免疫激活的差异,我们根据癌症基因组图谱(TCGA)的 mRNA 表达数据鉴定和注释了差异表达基因。通过单细胞基因集富集分析和条件互信息构建了免疫细胞和细胞因子之间的免疫网络。使用多变量 Cox 回归分析确定免疫微环境特征的预后价值。总共鉴定到 1673 个差异表达基因,并进行了功能注释。我们发现 HPV+HNSCC 中上调的基因富集在与免疫相关的过程中。上调基因集通过基因集富集分析得到验证。HPV+HNSCC 的微环境中浸润的 B 细胞和 T 细胞数量多于 HPV-HNSCC,中性粒细胞数量少于 HPV-HNSCC。这些发现通过 GEO 数据库中的两个独立数据集得到验证。对 T 细胞亚型的进一步分析表明,HPV+HNSCC 中以细胞毒性 T 细胞亚型为主。此外,HPV+HNSCC 中 M1/M2 巨噬细胞的比例要高得多。这些免疫细胞的浸润与差异表达的细胞因子相关基因相关。B 细胞和 CD8+T 细胞的浸润被确定为独立的保护因素,而中性粒细胞浸润高是 HPV+HNSCC 患者的风险增强因素。建立了 HPV+HNSCC 的免疫网络示意图模型,以总结我们的发现。