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基于多组学数据的突变基因调控网络分析揭示左右半结肠癌肿瘤免疫微环境的独特特征

Regulatory Network Analysis of Mutated Genes Based on Multi-Omics Data Reveals the Exclusive Features in Tumor Immune Microenvironment Between Left-Sided and Right-Sided Colon Cancer.

作者信息

Yi Tianfei, Zhang Yuwei, Ng Derry Minyao, Xi Yang, Ye Meng, Cen Lvjun, Li Jianjiong, Fan Xiaoxiang, Li Yanguo, Hu Shiyun, Rong Hao, Xie Yangyang, Zhao Guofang, Chen Leyi, Chen Chen, Ni Shujing, Mi Jiaying, Dai Xiaoyu, Liao Qi

机构信息

The Affiliated Hospital of Medical School of Ningbo University, Ningbo, China.

Department of Preventative Medicine, Zhejiang Provincial Key Laboratory of Pathophysiology, School of Medicine, Ningbo University, Ningbo, China.

出版信息

Front Oncol. 2021 Jun 15;11:685515. doi: 10.3389/fonc.2021.685515. eCollection 2021.

Abstract

Left-sided colon cancer (LCC) and right-sided colon cancer (RCC) have distinct characteristics in tumor immune microenvironment (TIME). Although existing studies have shown a strong association between gene mutations and TIME, whether the regulatory mechanisms between gene mutations and TIME are different between RCC and LCC is still unclear. In this study, we showed the fractions of CD8+ T cells were higher while those of regulatory T cells were lower in RCC. Besides, a stronger association between gene mutations and TIME was observed in RCC. Specifically, using multi-omics data, we demonstrated the mutations of most top mutated genes (TMGs) including made great contributions to elevated fraction of immune cells by up-regulating immune-related genes directly or indirectly through miRNA and DNA methylation, whereas the effects of and mutations on TIME were reversed in RCC. Remarkably, we found the expression levels of several immune checkpoint molecules such as and were correlated with corresponding DNA methylation levels, which were associated with the mutations of TMGs in RCC. In contrast, the associations between gene mutations and TIME were less significant in LCC. Besides, survival analyses showed mutation had adverse impact on immunotherapy while patients with mutation were more suitable for immunotherapy in colon cancer. We hope that our results will provide a deeper insight into the sophisticated mechanism underlying the regulation between mutations and TIME, and thus boost the discovery of differential immunotherapeutic strategies for RCC and LCC.

摘要

左侧结肠癌(LCC)和右侧结肠癌(RCC)在肿瘤免疫微环境(TIME)中具有不同的特征。尽管现有研究表明基因突变与TIME之间存在密切关联,但RCC和LCC之间基因突变与TIME的调控机制是否不同仍不清楚。在本研究中,我们发现RCC中CD8 + T细胞比例较高,而调节性T细胞比例较低。此外,在RCC中观察到基因突变与TIME之间存在更强的关联。具体而言,利用多组学数据,我们证明包括 在内的大多数高频突变基因(TMG)的突变通过miRNA和DNA甲基化直接或间接上调免疫相关基因,从而对免疫细胞比例升高有很大贡献,而 在RCC中对TIME的影响则相反。值得注意的是,我们发现几种免疫检查点分子如 和 的表达水平与相应的DNA甲基化水平相关,而这与RCC中TMG的突变有关。相比之下,LCC中基因突变与TIME之间的关联不太显著。此外,生存分析表明, 在结肠癌中对免疫治疗有不利影响,而 突变的患者更适合免疫治疗。我们希望我们的结果将为深入了解基因突变与TIME调控的复杂机制提供更深入的见解,从而推动RCC和LCC差异免疫治疗策略的发现。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/75fd/8239301/a502e0d9423d/fonc-11-685515-g002.jpg

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