Xu Xi, Gong Chaoju, Wang Yunfeng, Yin Zhidong, Wang Xiaogang, Hu Yanyan, Fang Zejun
Department of Pathology, Second Affiliated Hospital, Zhejiang University School of Medicine Hangzhou 310009, Zhejiang, China.
Central Laboratory, The Affiliated Xuzhou Municipal Hospital of Xuzhou Medical University Xuzhou 221002, Jiangsu, China.
Am J Cancer Res. 2023 Sep 15;13(9):3898-3920. eCollection 2023.
Colorectal cancer (CRC) is one of the most common malignant cancers. The tumor microenvironment (TME) plays an important role in tumor progression and affects the prognosis of CRC patients. However, the TME has been poorly characterized and studies aiming to identify the biomarkers or combined risk scores of CRC patients are limited. Here, we overlapped differentially expressed genes and stromal/immune-score-related modules to identify immune- and stromal-related genes in CRC patients. These genes were fed into the LASSO-Cox regression analysis for dimensionality reduction to establish a TME-associated risk model. A high TME-associated risk score was identified as an unfavorable prognostic factor in The Cancer Genome Atlas and Gene Expression Omnibus datasets, as well as in a subgroup analysis, stratified by gender, age, microsatellite instability, and tumor lymph node metastasis stage. Ten genes were mutated more frequently in the high TME-associated risk score group; these mutations may be related to changes in the TME and the response to immunotherapy. Thus, a lower TME-associated risk score may indicate a better response to immunotherapy and longer overall survival. Experimental validation demonstrated that , a novel TME-associated-risk-score-related gene, increased sensitivity of CRC to CD8-T-cell-mediated cytotoxicity. A mechanistic investigation showed that the HMGA2/microRNA-200c-3p/LSAMP/Wnt axis was an immunological factor in CRC patients. To conclusion, we demonstrated that the TME-associated risk score model could be a reliable prognostic biomarker for CRC patients and highlighted the significance of the HMGA2/microRNA-200c-3p/LSAMP/Wnt axis in the oncoimmunology of CRC.
结直肠癌(CRC)是最常见的恶性肿瘤之一。肿瘤微环境(TME)在肿瘤进展中起重要作用,并影响CRC患者的预后。然而,TME的特征尚不明确,旨在识别CRC患者生物标志物或综合风险评分的研究有限。在此,我们将差异表达基因与基质/免疫评分相关模块进行重叠,以识别CRC患者中与免疫和基质相关的基因。将这些基因输入LASSO-Cox回归分析进行降维,以建立TME相关风险模型。在癌症基因组图谱和基因表达综合数据库中,以及在按性别、年龄、微卫星不稳定性和肿瘤淋巴结转移阶段分层的亚组分析中,高TME相关风险评分被确定为不良预后因素。在高TME相关风险评分组中,有10个基因的突变频率更高;这些突变可能与TME的变化和免疫治疗反应有关。因此,较低的TME相关风险评分可能表明对免疫治疗的反应更好,总生存期更长。实验验证表明,一种新的TME相关风险评分相关基因增加了CRC对CD8-T细胞介导的细胞毒性的敏感性。机制研究表明,HMGA2/微小RNA-200c-3p/LSAMP/Wnt轴是CRC患者的一个免疫因素。总之,我们证明TME相关风险评分模型可能是CRC患者可靠的预后生物标志物,并强调了HMGA2/微小RNA-200c-3p/LSAMP/Wnt轴在CRC肿瘤免疫学中的重要性。