Wu Yanfang, Zhang Shuju, Yan Jun
Department of Gastroenterology, The Fourth People's Hospital of Shaanxi, Xi'an, Shanxi 710032, P.R. China.
Hunan Children's Research Institute, Hunan Children's Hospital, University of South China, Changsha, Hunan 410007, P.R. China.
Oncol Lett. 2020 Mar;19(3):1759-1770. doi: 10.3892/ol.2020.11289. Epub 2020 Jan 10.
Colorectal cancer (CRC) is considered to be one of the most lethal cancer types globally, and its recurrence is a major treatment challenge. Identifying the factors involved when determining the risk of CRC recurrence is required to improve personalized therapy for patients with CRC. Based on the GSE39582 dataset, the present study demonstrated that a higher ratio of M1 macrophages and activated memory CD4 T cells indicated a better recurrence-free survival (RFS) time for CRC, using CIBERSORT and Pearson's correlation analysis. Through weighted correlation network analysis (WGCNA), an immune-associated module was identified that was significantly positively correlated with the ratio of M1 macrophages and activated memory CD4 T cells. In this module, using WGCNA and a protein-protein interaction network, interferon regulatory factor 1 (IRF1), chemokine ligand 5, ubiquitin/ISG15-conjugating enzyme E2 L6, guanylate binding protein 1 and interleukin 2 receptor subunit beta were identified as hub genes. Among these genes, univariate Cox and multivariate Cox analysis revealed that IRF1 may be a potential diagnostic biomarker for RFS in patients with CRC. This was further validated using The Cancer Genome Atlas data. Gene set enrichment analysis demonstrated that IRF1 influenced the genes and pathways that are associated with immune cell recruitment and activation. Additionally, the DNA methylation of cg27587780 and cg15375424 CpG sites in the IRF1 gene region was indicated to be negatively correlated with IRF1 mRNA expression and positively correlated with the recurrence of CRC. Collectively, the results of the present study demonstrated that IRF1 may be a potential diagnostic biomarker for RFS in patients with CRC.
结直肠癌(CRC)被认为是全球最致命的癌症类型之一,其复发是主要的治疗挑战。确定CRC复发风险时涉及的因素对于改善CRC患者的个性化治疗是必要的。基于GSE39582数据集,本研究使用CIBERSORT和Pearson相关分析表明,较高比例的M1巨噬细胞和活化的记忆性CD4 T细胞表明CRC患者的无复发生存(RFS)时间更长。通过加权基因共表达网络分析(WGCNA),鉴定出一个与M1巨噬细胞和活化的记忆性CD4 T细胞比例显著正相关的免疫相关模块。在该模块中,使用WGCNA和蛋白质-蛋白质相互作用网络,鉴定出干扰素调节因子1(IRF1)、趋化因子配体5、泛素/ISG15缀合酶E2 L6、鸟苷酸结合蛋白1和白细胞介素2受体亚基β为枢纽基因。在这些基因中,单因素Cox分析和多因素Cox分析显示,IRF1可能是CRC患者RFS的潜在诊断生物标志物。使用癌症基因组图谱数据进一步验证了这一点。基因集富集分析表明,IRF1影响与免疫细胞募集和激活相关的基因和通路。此外,IRF1基因区域中cg27587780和cg15375424 CpG位点的DNA甲基化与IRF1 mRNA表达呈负相关,与CRC复发呈正相关。总体而言,本研究结果表明,IRF1可能是CRC患者RFS的潜在诊断生物标志物。