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基于肿瘤微环境的胃癌免疫分子亚群的鉴定和验证:免疫治疗意义。

Identification and validation of tumour microenvironment-based immune molecular subgroups for gastric cancer: immunotherapeutic implications.

机构信息

Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Shanghai Institute of Digestive Disease, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, 145 Middle Shandong Road, Shanghai, 200001, China.

Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China.

出版信息

Cancer Immunol Immunother. 2020 Jun;69(6):1057-1069. doi: 10.1007/s00262-020-02525-8. Epub 2020 Feb 25.

Abstract

BACKGROUND

Immunotherapy could trigger durable response in advanced gastric cancer, but it only benefits a minority of patients. We aimed to propose a robust molecular classification of gastric cancer microenvironment to identify ideal candidates for tailoring effective immunotherapy.

METHODS

A training cohort of 375 gastric cancer samples with RNA sequencing data was analysed. We virtually microdissected tumour, stromal, and immune cell gene expression patterns employing a non-negative matrix factorization algorithm. These expression patterns were annotated using immune- and stromal-related gene signatures. Validation of immunogenomic classification was performed across six microarray datasets of 1406 samples.

RESULTS

We found approximately half of gastric cancer samples to have higher immune cell infiltrates, PD-L1 expression, markers of cytolytic activity, and fewer copy number aberrations (all P < 0.05). We termed this group of tumours the Immune Class, which incorporated two components, namely Immune Activation and Immunosuppressive Subtype, according to immunosuppressive or activated microenvironment. Immune Activation Subtype was associated with improved survival in multivariate survival analysis and shared similar genomic characteristics with responders of anti-PD-1 therapy. Immunosuppressive Subtype featured high immune infiltration, stromal enrichment, and transforming growth factor (TGF)-β signalling pathway activation and correlated with non-responsiveness signature of checkpoint blockade therapy, which might be suitable for anti-PD-L1 and anti-TGF-β combined therapy.

CONCLUSIONS

We proposed and independently validated three reproducible immune molecular subtypes of gastric cancer, which may provide implications for patient selection of immunotherapy.

摘要

背景

免疫疗法可在晚期胃癌中引发持久反应,但仅对少数患者有效。我们旨在提出一种稳健的胃癌微环境分子分类方法,以确定适合定制有效免疫疗法的理想候选者。

方法

对 375 个具有 RNA 测序数据的胃癌样本的训练队列进行了分析。我们使用非负矩阵分解算法虚拟地对肿瘤、基质和免疫细胞基因表达模式进行了微切割。使用免疫和基质相关基因特征对这些表达模式进行了注释。对 1406 个样本的六个微阵列数据集进行了免疫基因组分类的验证。

结果

我们发现大约一半的胃癌样本具有更高的免疫细胞浸润、PD-L1 表达、细胞溶解活性标志物和较少的拷贝数异常(均 P<0.05)。我们将这群肿瘤命名为免疫类,根据免疫抑制或激活的微环境,它包含两个成分,即免疫激活和免疫抑制亚型。免疫激活亚型在多变量生存分析中与生存改善相关,并且与抗 PD-1 治疗的应答者具有相似的基因组特征。免疫抑制亚型具有高免疫浸润、基质富集和转化生长因子(TGF)-β信号通路激活的特征,并与检查点阻断治疗的非应答特征相关,这可能适合抗 PD-L1 和抗 TGF-β联合治疗。

结论

我们提出并独立验证了三种可重复的胃癌免疫分子亚型,这可能为免疫治疗的患者选择提供了启示。

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