Cui Guoliang, Wang Can, Liu Jinhui, Shon Kinyu, Gu Renjun, Chang Cheng, Ren Lang, Wei Fei, Sun Zhiguang
Department of Gastroenterology, The Second Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China.
Department of Colorectal Surgery, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, Jiangsu, China.
Front Genet. 2022 Sep 13;13:995644. doi: 10.3389/fgene.2022.995644. eCollection 2022.
The correlation between exosomes and the tumor immune microenvironment has been proved to affect tumorigenesis and progression of colon adenocarcinoma (COAD). However, it remained unclear whether exosomes had an impact on the prognostic indications of COAD patients. Expression of exosome-related genes (ERGs) and clinical data were downloaded from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) database. The ERGs associated with prognosis were identified and exosome-related prognostic signature was constructed. Patients in two risk groups were classified according to the risk score calculation formula: Risk score = 1.0132 * CCKBR + 0.2416 * HOXC6 + 0.7618 * POU4F1. The expression of three ERGs was investigated by qRT-PCR. After that, we developed a nomogram predicting the likelihood of survival and verified its predictive efficiency. The differences of tumor immune microenvironment, immune cell infiltration, immune checkpoint and sensitivity to drugs in two risk groups were analyzed. A prognostic signature was established based on the three ERGs (CCKBR, HOXC6, and POU4F1) and patients with different risk group were distinguished. Survival analysis revealed the negative associated of risk score and prognosis, ROC curve analyses showed the accuracy of this signature. Three ERGs expression was investigated by qRT-PCR in three colorectal cancer cell lines. Moreover, risk score was positively correlated with tumor mutational burden (TMB), immune activities, microsatellite instability level, the expression of immune checkpoint genes. Meanwhile, the expression level of three ERGs and the risk score were markedly related with the sensitive response to chemotherapy. The novel signature composed of three ERGs with precise predictive capabilities can be used to predict prognosis and provide a promising therapeutic target for improving the efficacy of immunotherapy.
外泌体与肿瘤免疫微环境之间的相关性已被证明会影响结肠腺癌(COAD)的发生和发展。然而,外泌体是否对COAD患者的预后指标有影响仍不清楚。从癌症基因组图谱(TCGA)和基因表达综合数据库(GEO)下载外泌体相关基因(ERGs)的表达及临床数据。识别与预后相关的ERGs并构建外泌体相关的预后特征。根据风险评分计算公式将患者分为两个风险组:风险评分=1.0132×CCKBR + 0.2416×HOXC6 + 0.7618×POU4F1。通过qRT-PCR研究三个ERGs的表达。之后,我们绘制了一个预测生存可能性的列线图并验证了其预测效率。分析了两个风险组中肿瘤免疫微环境、免疫细胞浸润、免疫检查点及对药物敏感性的差异。基于三个ERGs(CCKBR、HOXC6和POU4F1)建立了一个预后特征,并区分了不同风险组的患者。生存分析显示风险评分与预后呈负相关,ROC曲线分析显示该特征的准确性。通过qRT-PCR研究了三种结肠癌细胞系中三个ERGs的表达。此外,风险评分与肿瘤突变负荷(TMB)、免疫活性、微卫星不稳定性水平、免疫检查点基因的表达呈正相关。同时,三个ERGs的表达水平和风险评分与化疗的敏感反应显著相关。由具有精确预测能力的三个ERGs组成的新型特征可用于预测预后,并为提高免疫治疗疗效提供一个有前景的治疗靶点。