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Multi-omics Analysis of Microenvironment Characteristics and Immune Escape Mechanisms of Hepatocellular Carcinoma
35 Pages Posted: 18 Jun 2019
More...Abstract
Background: The immune environment in primary tumor has a profound impact on immunotherapy. However, the clinical relevance of immune environment in hepatocellular carcinoma (HCC) is largely unknown.
Methods: Here, the immune profile and its clinical response in HCC was investigated. The gene expression profiles of 427 HCCs from two cohorts (The Cancer Genome Atlas, TCGA, n = 257; Gene Expression Omnibus, GEO, n = 170) were used in the current study.
Findings: Five gene expression subtypes (C1-C5) responsible for global immune genes were identified in HCCs at stage I/II. It was found that subtype C4 was associated with upregulation and subtype C5 was associated with downregulation of immune profiles in most metagenes. Immune-correlation analysis of the five subtypes demonstrated that C3 and C4 had higher immune score and better prognostic outcome, as compared with other subtypes. Moreover, the mutation frequencies of TP53, CTNNB1, and AXIN1 had significant difference in the five subgroups. Further, the expression of PDCD1, CD274, PDCD1LG2, CTLA4, CD86, and CD80 was higher in subtypes C4 in comparison with the other subtypes. The WGCNA of immune-related genes in the five subtypes revealed that blue and turquoise modules were positively correlated with subtype C4 and were associated with twelve common pathways in KEGG database. These results were validated in an external cohort from NCI (National Cancer Institute) cohort (GSE14520).
Interpretation: In summary, one immune-enhanced subtype and one immune-decreased subtype having different immune and clinical characteristics may provide guidance for developing novel treatment strategies for immune system malfunction related cancer.
Funding Statement: This work was supported by Grants from Special Science and Technology Innovation Strategy in Guangdong (201803011), the National Natural Science Foundation of China (Grant No. 81473369), and the Key R & D programs in Shandong (2016CYJS08A01-1).
Declaration of Interests: The authors declared that they have no conflict of interest.
Ethics Approval Statement: Not required.
Keywords: hepatocellular carcinoma; molecular subtype; inflammation; cancer stage; bioinformatics
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