Liu Tong, Yang Sheng, Cheng Yan-Ping, Kong Xiao-Ling, Du Dan-Dan, Wang Xian, Bai Yun-Fei, Yin Li-Hong, Pu Yue-Pu, Liang Ge-Yu
Key Laboratory of Environmental Medicine Engineering, Ministry of Education, School of Public Health, Southeast University, Nanjing 210096, People's Republic of China.
State Key Laboratory of Bioelectronics, School of Biological Sciences and Medical Engineering, Southeast University, Nanjing 210096, People's Republic of China.
Cancer Manag Res. 2020 Nov 20;12:11953-11964. doi: 10.2147/CMAR.S279370. eCollection 2020.
Gastric cancer (GC) is aggressive cancer with a high mortality rate worldwide. N6-methyladenosine (m6A) RNA methylation is related to tumorigenesis, which is dynamically regulated by m6A modulators ("writer," "eraser," and "reader"). We conducted a comprehensive analysis of the m6A genes of GC patients in TCGA datasets to identify the potential diagnostic biomarkers.
We analyzed the expression profile of m6A genes in the TCGA cohort and constructed a diagnostic-m6A-score (DMS) by the LASSO-logistic model. In addition, by consensus cluster analysis, we identified two different subgroups of GC risk individuals by the expression profile of m6A modulators, revealing that YTHDF1's expression variation profile in GC diagnosis. We also performed RT-qPCR and WB verification in 17 pairs of GC specimens and paired adjacent non-tumor tissues and GC cell lines, and verified the expression trend of YTHDF1 in five GEO GC datasets. YTHDF1 expression and clinical features of GC patients were assessed by the UALCAN.
The DMS with high specificity and sensitivity (AUC = 0.986) is proven to distinguish cancer from normal controls better. Moreover, we found that the expression profile variation of YTHDF1 was significantly associated with the high-risk subtype of GC patients. RT-qPCR and Western blot results are consistent with silicon analysis, revealing that YTHDF1's potential oncogene role in GC tumor.
In conclusion, we developed the m6A gene-based diagnostic signature for GC and found that YTHDF1 was significantly correlated with the high-risk subtype of GC patients, suggesting that YTHDF1 might be a potential target in GC early diagnosis.
胃癌(GC)是一种侵袭性癌症,在全球范围内死亡率很高。N6-甲基腺苷(m6A)RNA甲基化与肿瘤发生有关,它由m6A调节剂(“书写器”“擦除器”和“读取器”)动态调节。我们对TCGA数据集中GC患者的m6A基因进行了全面分析,以确定潜在的诊断生物标志物。
我们分析了TCGA队列中m6A基因的表达谱,并通过LASSO逻辑模型构建了诊断性m6A评分(DMS)。此外,通过一致性聚类分析,我们根据m6A调节剂的表达谱确定了GC风险个体的两个不同亚组,揭示了YTHDF1在GC诊断中的表达变化谱。我们还在17对GC标本、配对的相邻非肿瘤组织和GC细胞系中进行了RT-qPCR和WB验证,并在五个GEO GC数据集中验证了YTHDF1的表达趋势。通过UALCAN评估GC患者的YTHDF1表达和临床特征。
具有高特异性和敏感性(AUC = 0.986)的DMS被证明能更好地区分癌症与正常对照。此外,我们发现YTHDF1的表达谱变化与GC患者的高危亚型显著相关。RT-qPCR和蛋白质印迹结果与硅分析一致,揭示了YTHDF1在GC肿瘤中的潜在致癌基因作用。
总之,我们开发了基于m6A基因的GC诊断特征,并发现YTHDF1与GC患者的高危亚型显著相关,表明YTHDF1可能是GC早期诊断的潜在靶点。