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基于生物信息学分析的食管鳞状细胞癌新潜在血清生物标志物MiR-139-3p的表达及调控网络分析

Expression and Regulatory Network Analysis of MiR-139-3p, a New Potential Serum Biomarker for Esophageal Squamous Cell Carcinoma Based on Bioinformatics Analysis.

作者信息

Wang Yonghong, Fang Qimei, Tian Liru, Yuan Zhongzhen, Tian Lizhen, Zhou Zhongli

机构信息

Department of Clinical Laboratory, Chongqing Qianjiang Central Hospital, Qianjiang District, Chongqing, People's Republic of China.

Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Department of Laboratory Medicine, Sun Yat-Sen Memorial Hospital, Guangzhou, People's Republic of China.

出版信息

Technol Cancer Res Treat. 2020 Jan-Dec;19:1533033820920967. doi: 10.1177/1533033820920967.

Abstract

BACKGROUND

In recent studies, microRNAs have been demonstrated as stable detectable biomarkers in blood for cancer. In addition, computer-aided biomarker discovery has now become an attractive paradigm for precision diagnosis.

METHODS

In this study, we identified and evaluated miR-139-3p as a biomarker for screening of esophageal squamous cell carcinoma using the Cancer Genome Atlas and Gene Expression Omnibus database analyses. We identified possible miR-139-3p target genes through the predicted database and esophageal squamous cell carcinoma upregulated genes from the Cancer Genome Atlas and Gene. Bioinformatics analysis was performed to determine key miR-139-3p targets and pathways associated with esophageal carcinoma. Finally, the expression and expected significance of hub genes were evaluated via the Genotype-Tissue Expression project.

RESULTS

MiR-139-3p was significantly downregulated in patients with esophageal squamous cell carcinoma/esophageal carcinoma. In GSE 122497, the area under the curve-receiver operating characteristic value, sensitivity, and specificity for serum miR-139-3p were 0.754, 67.49%, and 80.00%, respectively. The pattern specification process, skeletal system development, and regionalization process were the most enriched interactions in esophageal carcinoma. In addition, Epstein-Barr virus infection, human T-cell leukemia virus 1 infection, and human cytomegalovirus infection were identified as crucial pathways. Six hub genes (CD1A, FCGR2A, ANPEP, CD1B, membrane metalloendopeptidase, and TWIST1) were found, and FCGR2A and membrane metalloendopeptidase were further confirmed by genotype-tissue expression. High expression of membrane metalloendopeptidase correlated with a better overall survival but not with disease-free survival of patients with esophageal carcinoma.

CONCLUSIONS

MiR-139-3p was identified as a candidate biomarker for predicting esophageal squamous cell carcinoma based on network analysis. MiR-139-3p acted as a tumor suppressor by targeting membrane metalloendopeptidase in esophageal carcinoma, and low expression of membrane metalloendopeptidase may indicate a better prognosis of patients with esophageal carcinoma.

摘要

背景

在最近的研究中,微小RNA已被证明是血液中可稳定检测到的癌症生物标志物。此外,计算机辅助生物标志物发现现已成为精准诊断的一个有吸引力的范例。

方法

在本研究中,我们使用癌症基因组图谱和基因表达综合数据库分析,鉴定并评估了miR-139-3p作为食管鳞状细胞癌筛查生物标志物的作用。我们通过预测数据库以及癌症基因组图谱和基因中食管鳞状细胞癌上调基因,鉴定了可能的miR-139-3p靶基因。进行生物信息学分析以确定与食管癌相关的关键miR-139-3p靶标和途径。最后,通过基因型-组织表达项目评估枢纽基因的表达及其预期意义。

结果

miR-139-3p在食管鳞状细胞癌/食管癌患者中显著下调。在GSE 122497中,血清miR-139-3p的曲线下面积-受试者操作特征值、敏感性和特异性分别为0.754、67.49%和80.00%。模式规范过程、骨骼系统发育和区域化过程是食管癌中最丰富的相互作用。此外,爱泼斯坦-巴尔病毒感染、人类T细胞白血病病毒1感染和人类巨细胞病毒感染被确定为关键途径。发现了六个枢纽基因(CD1A、FCGR2A、ANPEP、CD1B、膜金属内肽酶和TWIST1),并且FCGR2A和膜金属内肽酶通过基因型-组织表达得到进一步证实。膜金属内肽酶的高表达与食管癌患者更好的总生存期相关,但与无病生存期无关。

结论

基于网络分析,miR-139-3p被鉴定为预测食管鳞状细胞癌的候选生物标志物。在食管癌中,miR-139-3p通过靶向膜金属内肽酶发挥肿瘤抑制作用,膜金属内肽酶的低表达可能表明食管癌患者预后较好。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d0a/7225788/32b1e22d99b7/10.1177_1533033820920967-fig1.jpg

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