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基于TCGA数据库和生物信息学分析的肺鳞状细胞癌中miR-136-5p关键靶基因及通路研究

Investigation of miR-136-5p key target genes and pathways in lung squamous cell cancer based on TCGA database and bioinformatics analysis.

作者信息

Xie Zu-Cheng, Li Tian-Tian, Gan Bin-Liang, Gao Xiang, Gao Li, Chen Gang, Hu Xiao-Hua

机构信息

Department of Medical Oncology, First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region 530021, PR China.

Department of Pathology, First Affiliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region 530021, PR China.

出版信息

Pathol Res Pract. 2018 May;214(5):644-654. doi: 10.1016/j.prp.2018.03.028. Epub 2018 Apr 5.

Abstract

BACKGROUND

Lung squamous cell cancer (LUSC) is a common but challenging malignancy. It is important to illuminate the molecular mechanism of LUSC. Thus, we aim to explore the molecular mechanism of miR-136-5p in relation to LUSC.

METHODS

We used the Cancer Genome Atlas (TCGA) database to investigate the expression of miR-136-5p in relation to LUSC. Then, we identified the possible miR-136-5p target genes through intersection of the predicted miR-136-5p target genes and LUSC upregulated genes from TCGA. Bioinformatics analysis was performed to determine the key miR-136-5p targets and pathways associated with LUSC. Finally, the expression of hub genes, correlation between miR-136-5p and hub genes, and expected significance of hub genes were evaluated via the TCGA and Genotype-Tissue Expression (GTEx) project.

RESULTS

MiR-136-5p was significantly downregulated in LUSC patients. Glucuronidation, glucuronosyltransferase, and the retinoic acid metabolic process were the most enriched metabolic interactions in LUSC patients. Ascorbate and aldarate metabolism, pentose and glucuronate interconversions, and retinol metabolism were identified as crucial pathways. Seven hub genes (UGT1A1, UGT1A3, UGT1A6, UGT1A7, UGT1A10, SRD5A1, and ADH7) were found to be upregulated, and UGT1A1, UGT1A3, UGT1A6, UGT1A7, and ADH7 were negatively correlated with miR-136-5p. UGT1A7 and ADH7 were the most significantly involved miR-136-5p target genes, and high expression of these genes was correlated with better overall survival and disease-free survival of LUSC patients.

CONCLUSIONS

Downregulated miR-136-5p may target UGT1A7 and ADH7 and participate in ascorbate and aldarate metabolism, pentose and glucuronate interconversions, and retinol metabolism. High expression of UGT1A7 and ADH7 may indicate better prognosis of LUSC patients.

摘要

背景

肺鳞状细胞癌(LUSC)是一种常见但具有挑战性的恶性肿瘤。阐明LUSC的分子机制很重要。因此,我们旨在探索miR-136-5p与LUSC相关的分子机制。

方法

我们使用癌症基因组图谱(TCGA)数据库研究miR-136-5p与LUSC相关的表达。然后,通过预测的miR-136-5p靶基因与TCGA中LUSC上调基因的交集,确定可能的miR-136-5p靶基因。进行生物信息学分析以确定与LUSC相关的关键miR-136-5p靶标和途径。最后,通过TCGA和基因型-组织表达(GTEx)项目评估中心基因的表达、miR-136-5p与中心基因之间的相关性以及中心基因的预期意义。

结果

miR-136-5p在LUSC患者中显著下调。葡萄糖醛酸化、葡萄糖醛酸转移酶和视黄酸代谢过程是LUSC患者中最丰富的代谢相互作用。抗坏血酸和醛糖代谢、戊糖和葡萄糖醛酸相互转化以及视黄醇代谢被确定为关键途径。发现七个中心基因(UGT1A1、UGT1A3、UGT1A6、UGT1A7、UGT1A10、SRD5A1和ADH7)上调,并且UGT1A1、UGT1A3、UGT1A6、UGT1A7和ADH7与miR-136-5p呈负相关。UGT1A7和ADH7是最显著涉及的miR-136-5p靶基因,这些基因的高表达与LUSC患者更好的总生存期和无病生存期相关。

结论

下调的miR-136-5p可能靶向UGT1A7和ADH7,并参与抗坏血酸和醛糖代谢、戊糖和葡萄糖醛酸相互转化以及视黄醇代谢。UGT1A7和ADH7的高表达可能表明LUSC患者预后较好。

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