MicroRNA-Based Markers of Oral Tongue Squamous Cell Carcinoma and Buccal Squamous Cell Carcinoma: A Systems Biology Approach.

IF 3.4 Q2 BIOCHEMICAL RESEARCH METHODS
Setareh Shojaei, Pouya Menbari, Shokoofeh Jamshidi, Amir Taherkhani
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引用次数: 0

Abstract

Objective: Oral tongue squamous cell carcinoma (OTSCC) and buccal squamous cell carcinoma (BSCC) are the first and second leading causes of oral cancer, respectively. OTSCC and BSCC are associated with poor prognosis in patients with oral cancer. Thus, we aimed to indicate signaling pathways, Gene Ontology terms, and prognostic markers mediating the malignant transformation of the normal oral tissue to OTSCC and BSCC.

Methods: The dataset GSE168227 was downloaded and reanalyzed from the GEO database. Orthogonal partial least square (OPLS) analysis identified common differentially expressed miRNAs (DEMs) in OTSCC and BSCC compared to their adjacent normal mucosa. Next, validated targets of DEMs were identified using the TarBase web server. With the use of the STRING database, a protein interaction map (PIM) was created. Using the Cytoscape program, hub genes and clusters within the PIM were shown. Next, gene-set enrichment analysis was carried out using the g:Profiler tool. Using the GEPIA2 web tool, analyses of gene expression and survival analysis were also performed.

Results: Two DEMs, including has-miR-136 and has-miR-377, were common in OTSCC and BSCC (p value <0.01; |Log2 FC| > 1). A total of 976 targets were indicated for common DEMs. PIM included 96 hubs, and the upregulation of EIF2S1, CAV1, RAN, ANXA5, CYCS, CFL1, MYC, HSP90AA1, PKM, and HSPA5 was significantly associated with a poor prognosis in the head and neck squamous cell carcinoma (HNSCC), while NTRK2, HNRNPH1, DDX17, and WDR82 overexpression was significantly linked to favorable prognosis in the patients with HNSCC. "Clathrin-mediated endocytosis" was considerably dysregulated in OTSCC and BSCC.

Conclusion: The present study suggests that has-miR-136 and has-miR-377 are underexpressed in OTSCC and BSCC than in normal oral mucosa. Moreover, EIF2S1, CAV1, RAN, ANXA5, CYCS, CFL1, MYC, HSP90AA1, PKM, HSPA5, NTRK2, HNRNPH1, DDX17, and WDR82 demonstrated prognostic markers in HNSCC. These findings may benefit the prognosis and management of individuals with OTSCC/BSCC. However, additional experimental verification is required.

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Abstract Image

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基于microrna的口腔舌鳞状细胞癌和颊鳞状细胞癌的标志物:系统生物学方法。
目的:口腔舌鳞状细胞癌(OTSCC)和颊鳞状细胞癌(BSCC)分别是口腔癌的第一和第二大病因。在口腔癌患者中,OTSCC和BSCC与预后不良相关。因此,我们的目的是指出信号通路、基因本体术语和预后标志物介导正常口腔组织向OTSCC和BSCC的恶性转化。方法:从GEO数据库下载数据集GSE168227并重新分析。正交偏最小二乘法(OPLS)分析发现,与邻近正常粘膜相比,OTSCC和BSCC中存在共同差异表达的mirna (DEMs)。接下来,使用TarBase web服务器识别经过验证的dem目标。利用STRING数据库,建立了蛋白相互作用图谱(PIM)。使用Cytoscape程序,显示了PIM内的枢纽基因和簇。接下来,使用g:Profiler工具进行基因集富集分析。使用GEPIA2网络工具进行基因表达分析和生存分析。结果:两种dem,包括has-miR-136和has-miR-377,在OTSCC和BSCC中常见(p值1)。共有976个目标用于普通dem。PIM包括96个枢纽,EIF2S1、CAV1、RAN、ANXA5、CYCS、CFL1、MYC、HSP90AA1、PKM和HSPA5的上调与头颈部鳞状细胞癌(HNSCC)患者预后不良显著相关,而NTRK2、HNRNPH1、DDX17和WDR82的过表达与HNSCC患者预后良好显著相关。“网格蛋白介导的内吞作用”在OTSCC和BSCC中明显失调。结论:本研究提示has-miR-136和has-miR-377在OTSCC和BSCC中的表达低于正常口腔黏膜。此外,EIF2S1、CAV1、RAN、ANXA5、CYCS、CFL1、MYC、HSP90AA1、PKM、HSPA5、NTRK2、HNRNPH1、DDX17和WDR82是HNSCC的预后标志物。这些发现可能有助于OTSCC/BSCC患者的预后和治疗。然而,需要额外的实验验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Biochemistry Research International
Biochemistry Research International BIOCHEMICAL RESEARCH METHODS-
CiteScore
6.30
自引率
0.00%
发文量
27
审稿时长
14 weeks
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