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肝细胞癌患者中与突变相关的免疫型鉴定及生存预测

Identification of mutation associated-immunotype and prediction of survival in patients with hepatocellular carcinoma.

作者信息

Shi Muqi, Wang Yan, Tang Weidong, Cui Xiaohong, Wu Han, Tang Yijie, Wang Peng, Wu Wei, Zhang Haijian

机构信息

Research Center of Clinical Medicine, Affiliated Hospital of Nantong University, and Medical School of Nantong University, Nantong 226001, China.

Department of Emergency, Affiliated Hospital of Nantong University, Nantong 226001, China.

出版信息

Ann Transl Med. 2020 Mar;8(6):321. doi: 10.21037/atm.2020.02.98.

Abstract

BACKGROUND

Stratification of tumors is necessary to achieve better clinical outcomes. Hepatocellular carcinoma (HCC) is commonly associated with mutation of the gene and heterogeneity in immune cell content. However, mutation-associated immunotype of HCC has not been reported yet. This study aimed to identify the mutation-associated immunotype in HCC.

METHODS

The mutation annotation format (MAF) document, mRNA expression data, and clinical data of HCC patients were downloaded from the publicly available The Cancer Genome Atlas (TCGA) data portal. Data from 332 HCC patients were analyzed in this study. Infiltrating immune cells were evaluated by the well-known CIBERSORT method. Additional mutation data of HCC patients were downloaded from the Catalogue of Somatic Mutations in Cancer (COSMIC) database.

RESULTS

The gene harbored the highest frequency of mutations in HCC patients. Consequently, five lethal features, including mutations, were screened by least absolute shrinkage and selector operation (LASSO)-COX regression, according to mutations and 22 infiltrating immune cells. Two distinct subgroups of HCC were identified, namely, immunotypes A and B. Furthermore, the expression levels of co-inhibitory immune checkpoints were significantly upregulated, and the gene ontology (GO) terms or pathways to boost immune responses were found to be inhibited in the immunotype B subgroup compared to that in the immunotype A subgroup. Finally, we proved immunotype to be an independent adverse prognostic factor that contributed to improvement in the predictive accuracy of the immunotype-based model and helped in avoiding excessive medical treatment.

CONCLUSIONS

Two distinct immunotypes of HCC, in terms of prognosis, phenotype, and function, were identified and the traditional understanding of intratumoralCD8 T cells was subverted. Moreover, the identified immunotypes contributed to improving the predictive accuracy of the immunotype-based model and helped in avoiding excessive medical treatment in some HCC patients.

摘要

背景

肿瘤分层对于实现更好的临床结果至关重要。肝细胞癌(HCC)通常与基因 突变及免疫细胞含量的异质性相关。然而,HCC的 突变相关免疫型尚未见报道。本研究旨在识别HCC中 突变相关免疫型。

方法

从公开可用的癌症基因组图谱(TCGA)数据门户下载HCC患者的突变注释格式(MAF)文档、mRNA表达数据及临床数据。本研究分析了332例HCC患者的数据。采用著名的CIBERSORT方法评估浸润性免疫细胞。从癌症体细胞突变目录(COSMIC)数据库下载HCC患者的其他突变数据。

结果

基因在HCC患者中具有最高的突变频率。因此,根据 突变和22种浸润性免疫细胞,通过最小绝对收缩和选择算子(LASSO)-COX回归筛选出包括 突变在内的五个致死特征。识别出HCC的两个不同亚组,即免疫型A和B。此外,与免疫型A亚组相比,免疫型B亚组中共同抑制性免疫检查点的表达水平显著上调,且发现增强免疫反应的基因本体(GO)术语或途径受到抑制。最后,我们证明免疫型是一个独立的不良预后因素,有助于提高基于免疫型的模型的预测准确性,并有助于避免过度医疗。

结论

识别出了HCC在预后、表型和功能方面的两种不同免疫型,颠覆了对肿瘤内CD8 T细胞的传统认识。此外,所识别的免疫型有助于提高基于免疫型的模型的预测准确性,并有助于避免一些HCC患者的过度医疗。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4034/7186599/afba9ebf0382/atm-08-06-321-f1.jpg

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