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11 种癌症类型的超突变肿瘤显示出三种不同的免疫亚型。

Hypermutated tumours across 11 cancer types show three distinct immune subtypes.

机构信息

Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education), The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310009, China.

Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education), The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 310009, China.

出版信息

Eur J Cancer. 2021 May;148:230-238. doi: 10.1016/j.ejca.2021.01.044. Epub 2021 Mar 19.

Abstract

BACKGROUND

Complete remission is observed in less than half of hypermutated (HM) tumours after immune checkpoint blockade therapy, indicating that HM tumours are very heterogeneous. Thus, there is an urgent requirement to decipher the unknown intrinsic HM tumour subtypes.

METHODS

Statistical analysis was performed on somatic mutation data from 5519 tumours across 11 cancer types obtained from The Cancer Genome Atlas and 338 colorectal cancer (CRC) samples obtained from an Asian cohort. Samples with a tumour mutation burden >10 mut/Mb were classified as HM. A total of 1040 HM samples harbouring corresponding transcriptomes were used for non-negative matrix factorisation clustering. Tumour mutational burden, neoantigens, T cell receptor (TCR) diversity, stromal score and immune score were compared between the subtypes.

RESULTS

HM tumours fell into three distinct immune subtypes: HM1, HM2 and HM3. HM3 tumours were correlated with increased CD8 T cell infiltration, high TCR diversity, a high immune score and prolonged survival. HM2 tumours were correlated with an abundant stromal component, epithelial-mesenchymal transition, TGFβ, angiogenesis hallmarks and poor outcomes. The infiltration of more CD8 T cells and increased chemokine expression in HM3 were validated in CRC by immunofluorescence.

CONCLUSIONS

These findings will facilitate the development of a subtype-oriented therapy strategy to enhance the treatment effect in the near future.

摘要

背景

免疫检查点阻断治疗后,不到一半的超突变(HM)肿瘤观察到完全缓解,这表明 HM 肿瘤非常异质性。因此,迫切需要破译未知的内在 HM 肿瘤亚型。

方法

对来自 11 种癌症类型的 5519 个肿瘤的体细胞突变数据进行统计分析,这些数据来自癌症基因组图谱(The Cancer Genome Atlas),并对来自亚洲队列的 338 个结直肠癌(CRC)样本进行分析。将肿瘤突变负担(TMB)> 10 mut/Mb 的样本归类为 HM。使用共 1040 个具有相应转录组的 HM 样本进行非负矩阵分解聚类。比较了不同亚型间的肿瘤突变负担、新抗原、T 细胞受体(TCR)多样性、基质评分和免疫评分。

结果

HM 肿瘤分为三个不同的免疫亚型:HM1、HM2 和 HM3。HM3 肿瘤与 CD8 T 细胞浸润增加、TCR 多样性高、免疫评分高和生存时间延长相关。HM2 肿瘤与丰富的基质成分、上皮-间充质转化、TGFβ、血管生成特征和不良预后相关。HM3 中更多的 CD8 T 细胞浸润和趋化因子表达的增加在 CRC 中通过免疫荧光得到了验证。

结论

这些发现将有助于制定以亚型为导向的治疗策略,以提高治疗效果。

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