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基于铜死亡相关基因的结肠癌分子亚型及肿瘤微环境浸润特征

Molecular subtypes and tumor microenvironment infiltration signatures based on cuproptosis-related genes in colon cancer.

作者信息

Luo Hongwei, Zhang Que, Liu Xiangchu, Luo Yue, Jiang Xing, Wang Chao, Chen Bin, He Qiming, Zhang Yingchun, Shu Ou, Dai Penggao, He Chengcheng

机构信息

People's Hospital of Mianzhu, Deyang, Sichuan, China.

People's Hospital of Zhongjiang, Deyang, Sichuan, China.

出版信息

Front Oncol. 2023 May 18;13:999193. doi: 10.3389/fonc.2023.999193. eCollection 2023.

Abstract

BACKGROUND

Colon cancer is one of the common cancers, and its prognosis remains to be improved. The role of cuproptosis as a newly discovered form of cell death in the development of colon cancer has not been determined.

METHODS

Based on 983 colon cancer samples in the TCGA database and the GEO database, we performed a comprehensive genomic analysis to explore the molecular subtypes mediated by cuproptosis-related genes. Single-sample gene set enrichment analysis (ssGSEA) was utilized to quantify the relative abundance of each cell infiltrate in the TME. A risk score was established using least absolute shrinkage and selection operator regression (LASSO), and its predictive ability for colon cancer patients was verified to explore its guiding value for treatment.

RESULTS

We identified two distinct cuproptosis-related molecular subtypes in colon cancer. These two distinct molecular subtypes can predict clinicopathological features, prognosis, TME activity, and immune-infiltrating cells. A risk model was developed and its predictive ability was verified. Compared with patients in the high-risk score group, patients in the low-risk score group were characterized by lower tumor microenvironment score, higher stem cell activity, lower tumor mutational burden, lower microsatellite instability, higher sensitivity to chemotherapeutics, and better immunotherapy efficacy.

CONCLUSION

This study contributes to understanding the molecular characteristics of cuproptosis-related subtypes. We demonstrate a critical role for cuproptosis genes in colon cancer s in the TME. Our study contributes to the development of individualized treatment regimens for colon cancer.

摘要

背景

结肠癌是常见癌症之一,其预后仍有待改善。铜死亡作为一种新发现的细胞死亡形式在结肠癌发生发展中的作用尚未明确。

方法

基于TCGA数据库和GEO数据库中的983例结肠癌样本,我们进行了全面的基因组分析,以探索由铜死亡相关基因介导的分子亚型。采用单样本基因集富集分析(ssGSEA)来量化肿瘤微环境中每种细胞浸润的相对丰度。使用最小绝对收缩和选择算子回归(LASSO)建立风险评分,并验证其对结肠癌患者的预测能力,以探索其对治疗的指导价值。

结果

我们在结肠癌中鉴定出两种不同的铜死亡相关分子亚型。这两种不同的分子亚型可以预测临床病理特征、预后、肿瘤微环境活性和免疫浸润细胞。建立了一个风险模型并验证了其预测能力。与高风险评分组患者相比,低风险评分组患者的特点是肿瘤微环境评分较低、干细胞活性较高、肿瘤突变负荷较低、微卫星不稳定性较低、对化疗药物的敏感性较高以及免疫治疗疗效较好。

结论

本研究有助于了解铜死亡相关亚型的分子特征。我们证明了铜死亡基因在结肠癌肿瘤微环境中的关键作用。我们的研究有助于制定结肠癌的个体化治疗方案。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/829a/10234596/0df17703ae84/fonc-13-999193-g001.jpg

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