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甲状腺癌中与生存相关的可变剪接特征的系统分析

Systematic Analysis of Survival-Associated Alternative Splicing Signatures in Thyroid Carcinoma.

作者信息

Han Baoai, Yang Minlan, Yang Xiuping, Liu Mengzhi, Xie Qiang, Fan Guorun, Hosseini Davood K, Yu Jintao, Song Peng, Chen Xiong, Sun Haiying

机构信息

Department of Otorhinolaryngology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.

Department of Otorhinolaryngology, Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, China.

出版信息

Front Oncol. 2021 Jun 23;11:561457. doi: 10.3389/fonc.2021.561457. eCollection 2021.

Abstract

Alternative splicing (AS) is a key mechanism involved in regulating gene expression and is closely related to tumorigenesis. The incidence of thyroid cancer (THCA) has increased during the past decade, and the role of AS in THCA is still unclear. Here, we used TCGA and to generate AS maps in patients with THCA. Univariate analysis revealed 825 AS events related to the survival of THCA. Five prognostic models of AA, AD, AT, ES, and ME events were obtained through lasso and multivariate analyses, and the final prediction model was established by integrating all the AS events in the five prediction models. Kaplan-Meier survival analysis revealed that the overall survival rate of patients in the high-risk group was significantly shorter than that of patients in the low-risk group. The ROC results revealed that the prognostic capabilities of each model at 3, 5, and 8 years were all greater than 0.7, and the final prognostic capabilities of the models were all greater than 0.9. By reviewing other databases and utilizing qPCR, we verified the established THCA gene model. In addition, gene set enrichment analysis showed that abnormal AS events might play key roles in tumor development and progression of THCA by participating in changes in molecular structure, homeostasis of the cell environment and in cell energy. Finally, a splicing correlation network was established to reveal the potential regulatory patterns between the predicted splicing factors and AS event candidates. In summary, AS should be considered an important prognostic indicator of THCA. Our results will help to elucidate the underlying mechanism of AS in the process of THCA tumorigenesis and broaden the prognostic and clinical application of molecular targeted therapy for THCA.

摘要

可变剪接(AS)是参与调控基因表达的关键机制,与肿瘤发生密切相关。在过去十年中,甲状腺癌(THCA)的发病率有所上升,而AS在THCA中的作用仍不清楚。在此,我们利用TCGA生成THCA患者的AS图谱。单因素分析揭示了825个与THCA生存相关的AS事件。通过套索回归和多因素分析获得了AA、AD、AT、ES和ME事件的五个预后模型,并通过整合五个预测模型中的所有AS事件建立了最终预测模型。Kaplan-Meier生存分析显示,高危组患者的总生存率显著低于低危组患者。ROC结果显示,各模型在3年、5年和8年的预后能力均大于0.7,模型的最终预后能力均大于0.9。通过查阅其他数据库并利用qPCR,我们验证了所建立的THCA基因模型。此外,基因集富集分析表明,异常的AS事件可能通过参与分子结构变化、细胞环境稳态和细胞能量变化在THCA的肿瘤发生和进展中发挥关键作用。最后,建立了剪接相关网络,以揭示预测的剪接因子与AS事件候选者之间的潜在调控模式。总之,AS应被视为THCA的重要预后指标。我们的结果将有助于阐明AS在THCA肿瘤发生过程中的潜在机制,并拓宽THCA分子靶向治疗的预后和临床应用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6153/8261059/9e014acbe439/fonc-11-561457-g001.jpg

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