Shao Xiang-Yang, Dong Jin, Zhang Han, Wu Ying-Song, Zheng Lei
Department of Laboratory Medicine, Nanfang Hospital, Southern Medical University, Guangzhou, China.
Department of Nephrology, Renmin Hospital of Wuhan University (Eastern Hospital), Wuhan, China.
Front Mol Biosci. 2020 Dec 2;7:577460. doi: 10.3389/fmolb.2020.577460. eCollection 2020.
YTH domain family (YTHDF) 2 acts as a "reader" protein for RNA methylation, which is important in tumor regulation. However, the effect of YTHDF2 in liver hepatocellular carcinoma (LIHC) has yet to be elucidated.
We explored the role of YTHDF2 in LIHC based on publicly available datasets [The Cancer Genome Atlas (TCGA), International Cancer Genome Consortium (ICGC), and Gene Expression Omnibus (GEO)]. A bioinformatics approach was employed to analyze . Logistic regression analyses were applied to analyze the correlation between YTHDF2 expression and clinical characteristics. To evaluate the effect of YTHDF2 on the prognosis of LIHC patients, we used Kaplan-Meier (K-M) curves. Gene set enrichment analysis (GSEA) was undertaken using TCGA dataset. Univariate and multivariate Cox analyses were used to ascertain the correlations between YTHDF2 expression and clinicopathologic characteristics with survival. Genes co-expressed with YTHDF2 were identified and detected using publicly available datasets [LinkedOmics, University of California, Santa Cruz (UCSC), Gene Expression Profiling Interactive Analysis (GEPIA), and GEO]. Correlations between YTHDF2 and infiltration of immune cells were investigated by Tumor Immune Estimation Resource (TIMER) and GEPIA.
mRNA and protein expression of YTHDF2 was significantly higher in LIHC tissues than in non-cancerous tissues. High YTHDF2 expression in LIHC was associated with poor prognostic clinical factors (high stage, grade, and T classification). K-M analyses indicated that high YTHDF2 expression was correlated with an unfavorable prognosis. Univariate and multivariate Cox analyses revealed that YTHDF2 was an independent factor for a poor prognosis in LIHC patients. GSEA revealed that the high-expression phenotype of YTHDF2 was consistent with the molecular pathways implicated in LIHC carcinogenesis. Analyses of receiver operating characteristic curves showed that YTHDF2 might have a diagnostic value in LIHC patients. YTHDF2 expression was associated positively with SF3A3 expression, which implied that they may cooperate in LIHC progression. YTHDF2 expression was associated with infiltration of immune cells and their marker genes. YTHDF2 had the potential to regulate polarization of tumor-associated macrophages, induce T-cell exhaustion, and activate T-regulatory cells.
YTHDF2 may be a promising biomarker for the diagnosis and prognosis of LIHC and may provide new directions and strategies for LIHC treatment.
YTH结构域家族(YTHDF)2作为RNA甲基化的“读取器”蛋白,在肿瘤调控中具有重要作用。然而,YTHDF2在肝细胞癌(LIHC)中的作用尚未阐明。
我们基于公开可用的数据集[癌症基因组图谱(TCGA)、国际癌症基因组联盟(ICGC)和基因表达综合数据库(GEO)]探究了YTHDF2在LIHC中的作用。采用生物信息学方法进行分析。应用逻辑回归分析来分析YTHDF2表达与临床特征之间的相关性。为了评估YTHDF2对LIHC患者预后的影响,我们使用了Kaplan-Meier(K-M)曲线。利用TCGA数据集进行基因集富集分析(GSEA)。采用单因素和多因素Cox分析来确定YTHDF2表达与临床病理特征和生存之间的相关性。使用公开可用的数据集[LinkedOmics、加利福尼亚大学圣克鲁兹分校(UCSC)、基因表达谱交互分析(GEPIA)和GEO]鉴定并检测与YTHDF2共表达的基因。通过肿瘤免疫评估资源(TIMER)和GEPIA研究YTHDF2与免疫细胞浸润之间的相关性。
YTHDF2的mRNA和蛋白表达在LIHC组织中显著高于非癌组织。LIHC中YTHDF2的高表达与不良预后的临床因素(高分期、高分级和高T分类)相关。K-M分析表明,YTHDF2的高表达与不良预后相关。单因素和多因素Cox分析显示,YTHDF2是LIHC患者预后不良的独立因素。GSEA显示,YTHDF2的高表达表型与LIHC致癌作用相关的分子途径一致。受试者工作特征曲线分析表明,YTHDF2可能对LIHC患者具有诊断价值。YTHDF2表达与SF3A3表达呈正相关,这意味着它们可能在LIHC进展中协同作用。YTHDF2表达与免疫细胞及其标志物基因浸润相关。YTHDF2有可能调节肿瘤相关巨噬细胞的极化,诱导T细胞耗竭,并激活调节性T细胞。
YTHDF2可能是LIHC诊断和预后的一个有前景的生物标志物,并可能为LIHC治疗提供新的方向和策略。