Li Qiuying, Wang Peng, Sun Chuanhui, Wang Chao, Sun Yanan
Department of Otorhinolaryngology, Head and Neck Surgery, The Second Affiliated Hospital, Harbin Medical University, Harbin, China.
Department of Otorhinolaryngology, The First Affiliated Hospital, Guizhou University of Traditional Chinese Medicine, Guiyang, China.
Front Bioeng Biotechnol. 2020 Jan 9;7:439. doi: 10.3389/fbioe.2019.00439. eCollection 2019.
Emerging evidence has shown that epigenetic changes in DNA methylation, an important regulator of long non-coding RNA (lncRNA) expression, can disturb the expression patterns of lncRNAs and contribute to carcinogenesis. However, knowledge about crosstalk effects between DNA methylation and lncRNA regulation in thyroid cancer (THCA) remain largely unknown. In this study, we performed an integrated analysis of methylation and the transcriptome and identified 483 epigenetically regulated lncRNAs (EpilncRNAs) associated with the development and progression of THCA. These EpilncRNAs can be divided into two categories based on their methylation and expression patterns: 228 HyperLncRNAs and 255 HypoLncRNAs. Then, we identified a methylation-driven 5-lncRNA-based signature (EpiLncPM) to improve prognosis prediction using the random survival forest and multivariate Cox analysis, which were then validated using the training dataset [Hazard ratio (HR) = 50.097, 95% confidence interval (CI): 10.231-245.312, < 0.001] and testing dataset (HR = 4.395, 95% CI: 0.981-19.686, = 0.053). Multivariate analysis suggested that the EpiLncPM is an independent prognostic factor. By performing a functional enrichment analysis of GO and KEGG for mRNAs co-expressed with the EpiLncPM, we found that the EpiLncPM was involved in immune and inflammatory-related biological processes. Finally, hybridization analysis in 119 papillary thyroid carcinoma (PTC) tissues and paired adjacent normal tissues revealed that selected candidate lncRNA has significantly higher expression of PTC compared to adjacent non-neoplastic tissues, and was closely related to the tumor size, lymph node metastasis, and extrathyroidal extension. In summary, our study characterized the crosstalk between DNA methylation and lncRNA, and provided novel biomarkers for the prognosis of THCA.
新出现的证据表明,DNA甲基化这种长链非编码RNA(lncRNA)表达的重要调节因子发生的表观遗传变化,可扰乱lncRNAs的表达模式并促进癌症发生。然而,关于甲状腺癌(THCA)中DNA甲基化与lncRNA调控之间的串扰效应,人们仍知之甚少。在本研究中,我们对甲基化和转录组进行了综合分析,鉴定出483个与THCA发生发展相关的表观遗传调控lncRNAs(EpilncRNAs)。这些EpilncRNAs可根据其甲基化和表达模式分为两类:228个高甲基化lncRNAs(HyperLncRNAs)和255个低甲基化lncRNAs(HypoLncRNAs)。然后,我们鉴定出一种基于甲基化驱动的5-lncRNA特征(EpiLncPM),使用随机生存森林和多变量Cox分析来改善预后预测,随后在训练数据集[风险比(HR)=50.097,95%置信区间(CI):10.231 - 245.312,P<0.001]和测试数据集(HR = 4.395,95%CI:0.981 - 19.686,P = 0.053)中进行了验证。多变量分析表明,EpiLncPM是一个独立的预后因素。通过对与EpiLncPM共表达的mRNA进行GO和KEGG功能富集分析,我们发现EpiLncPM参与了免疫和炎症相关的生物学过程。最后,对119例甲状腺乳头状癌(PTC)组织及配对的相邻正常组织进行杂交分析显示,与相邻非肿瘤组织相比,所选候选lncRNA在PTC中的表达显著更高,且与肿瘤大小、淋巴结转移和甲状腺外侵犯密切相关。总之,我们的研究描述了DNA甲基化与lncRNA之间的串扰,并为THCA的预后提供了新的生物标志物。