20种m6A甲基化调节基因与甲状腺乳头状癌的相关性分析
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Bio-informatic analysis of the roles of 20 m6A methylation regulators in papillary thyroid cancer
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    目的 分析20种N6-甲基腺苷(m6A)甲基化调节基因在甲状腺乳头状癌(PTC)中的发生、发展和预后中的作用。方法 从癌症基因组图谱(TCGA)数据库集中获取395例PTC患者的数据,其中包括59例癌旁组织数据。比较20种m6A甲基化调节基因在PTC组织与癌旁组织之间的差异表达及其与PTC患者临床参数之间的相关性。筛选预后相关的m6A甲基化调节基因,使用最小绝对收缩和选择算子(LASSO)回归算法建立PTC患者预后预测模型。分析预后相关m6A甲基化调节基因与肿瘤免疫浸润之间的关系。采用R语言软件完成统计学分析,P<0.05为差异具有统计学意义。结果 共15种m6A甲基化调节基因在PTC中表达上调,3种表达下调。HNRNPCIGF2BP2ALKBH5的表达与PTC淋巴结转移呈负相关。HNRNPCIGF2BP2的表达与PTC的T分期相关;YTHDF1的表达与性别相关;METTL14、YTHDC1、YTHDF2HNRNPA2B1的表达与PTC的临床分期相关;FTO、IGF2BP1YTHDF3与PTC患者预后相关。由此建立的预后预测模型显示预测PTC患者3年和5年生存率的ROC曲线下面积分别为0.753(95%CI 0.615-0.891)和0.729(95%CI 0.613-0.846)。YTHDF3与内皮细胞、巨噬细胞、NK细胞和CD4+T细胞在肿瘤中的浸润相关;FTO与巨噬细胞、NK细胞、CD4+T细胞和CD8+T细胞相关。结论 m6A甲基化调节基因在PTC的发生发展及预后中起重要作用,可能是PTC治疗的潜在生物标志物。

    Abstract:

    Objective To explore the roles of 20 m6A methylation regulators in the occurrence, development, and prognosis of papillary thyroid cancer (PTC).Methods Data of 395 PTC patients, including para-carcinoma tissue in 59 cases, were obtained from the TCGA dataset. The differentiated expressions of the 20 m6A regulators were compared, and their correlations to the clinical data of PTC (gender, T stage, cervical lymph node metastasis, etc.) were analyzed. The prognostic-related m6A regulators were identified, and the predictive model for prognosis of PTC was established using the least absolute shrinkage and selection operator (LASSO) regression. In addition, the relationships between the prognostic-related m6A regulators and the immune cells were further explored. All the statistical analysis work was performed by the R foundation.Results A total of 15 m6A-regulated genes were up-regulated in PTC, and 3 genes were down-regulated. HNRNPC and IGF2BP2 were positively and ALKBH5 was negatively correlated to the lymph node metastasis of PTC. HNRNPC and IGF2BP2 were correlated to the T stage. YTHDF1 was correlated to gender. METTL14, YTHDC1, YTHDF2, and HNRNPA2B1 were correlated to the clinical stage of PTC. High expressions of FTO, IGF2BP1 and YTHDF3 resulted in poor prognosis. The established prognostic model revealed that the areas under the ROC curve of three-year and five-year survival rates were 0.753 (95%CI 0.615-0.891) and 0.729 (95%CI 0.613-0.846). YTHDF3 was correlated to the infiltrations of endothelial cell, macrophage cell, NK cell and T cell CD4+, while FTO was correlated to the infiltrations of macrophage cell, NK cell, T cell CD4+ and T cell CD8+.Conclusion The m6A regulators play important roles in the occurrence and development of PTC, and may be severed as potential biomarkers for PTC treatment.

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李祖飞,赵晓畅,何帅.20种m6A甲基化调节基因与甲状腺乳头状癌的相关性分析[J].中国耳鼻咽喉颅底外科杂志,2023,29(2):57-64

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  • 收稿日期:2022-11-24
  • 在线发布日期: 2023-05-05
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