基于microrna靶基因的原发性口腔鳞状细胞癌的发病机制和预后:一种系统生物学方法。

Q2 Agricultural and Biological Sciences Genomics and Informatics Pub Date : 2022-09-01 Epub Date: 2022-09-30 DOI:10.5808/gi.22038
Amir Taherkhani, Shahab Shahmoradi Dehto, Shokoofeh Jamshidi, Setareh Shojaei
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引用次数: 3

摘要

口腔鳞状细胞癌(Oral squamous cell carcinoma, OSCC)是最常见的头颈部恶性肿瘤,常发生颈部淋巴结转移,预后较差。本研究旨在确定潜在的标志物,包括microRNAs (miRNAs)和基因,在早期OSCC的病因学中有重要作用。此外,我们还发现了主要的OSCC失调基因本体注释和重要的信号通路。为了区分原发OSCC组织和健康口腔上皮,对数据集GSE45238进行了多变量统计分析。在两组中鉴定出p值< 0.001和Log2倍变化| > 1.585的差异表达miRNAs (DEMs),随后鉴定出验证的DEMs靶标。构建了蛋白质相互作用图,鉴定了枢纽基因,阐明了网络中的重要模块,并论证了与集群相关的重要途径和生物学过程。利用GEPI2数据库,评估枢纽基因的预测功能。与健康对照组相比,主要OSCC共有23个dem。在头颈部鳞状细胞癌(HNSCC)患者中,CALM1、CYCS、THBS1、MYC、GATA6和SPRED3的上调与预后不良密切相关。在HNSCC患者中,PIK3R3、GIGYF1和BCL2L11的过表达与良好的预后显著相关。此外,“癌中蛋白多糖”是原发OSCC中最显著的富集途径。本研究结果揭示了更多可能介导原发性OSCC的机制,并可能对早期OSCC患者的预后有所帮助。
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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Pathogenesis and prognosis of primary oral squamous cell carcinoma based on microRNAs target genes: a systems biology approach.

Oral squamous cell carcinoma (OSCC) is the most prevalent head and neck malignancy, with frequent cervical lymph-node metastasis, leading to a poor prognosis in OSCC patients. The present study aimed to identify potential markers, including microRNAs (miRNAs) and genes, significantly involved in the etiology of early-stage OSCC. Additionally, the main OSCC's dysregulated Gene Ontology annotations and significant signaling pathways were identified. The dataset GSE45238 underwent multivariate statistical analysis in order to distinguish primary OSCC tissues from healthy oral epithelium. Differentially expressed miRNAs (DEMs) with the criteria of p-value < 0.001 and |Log2 fold change| > 1.585 were identified in the two groups, and subsequently, validated targets of DEMs were identified. A protein interaction map was constructed, hub genes were identified, significant modules within the network were illustrated, and significant pathways and biological processes associated with the clusters were demonstrated. Using the GEPI2 database, the hub genes' predictive function was assessed. Compared to the healthy controls, main OSCC had a total of 23 DEMs. In patients with head and neck squamous cell carcinoma (HNSCC), upregulation of CALM1, CYCS, THBS1, MYC, GATA6, and SPRED3 was strongly associated with a poor prognosis. In HNSCC patients, overexpression of PIK3R3, GIGYF1, and BCL2L11 was substantially correlated with a good prognosis. Besides, "proteoglycans in cancer" was the most significant pathway enriched in the primary OSCC. The present study results revealed more possible mechanisms mediating primary OSCC and may be useful in the prognosis of the patients with early-stage OSCC.

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来源期刊
Genomics and Informatics
Genomics and Informatics Agricultural and Biological Sciences-Ecology, Evolution, Behavior and Systematics
CiteScore
1.90
自引率
0.00%
发文量
0
审稿时长
12 weeks
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