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骨肉瘤中差异表达的miRNA靶向的异常甲基化差异表达基因的鉴定

Identification of aberrantly methylated differentially expressed genes targeted by differentially expressed miRNA in osteosarcoma.

作者信息

Wang Ting-Xuan, Tan Wen-Le, Huang Jin-Cheng, Cui Zhi-Fei, Liang Ri-Dong, Li Qing-Chu, Lu Hai

机构信息

Department of Orthopedics, The Fifth Affiliated Hospital of Sun Yat-sen University, Sun Yat-sen University, Zhuhai 519000, China.

Department of Orthopedics, Luoding People's Hospital, Luoding 527200, China.

出版信息

Ann Transl Med. 2020 Mar;8(6):373. doi: 10.21037/atm.2020.02.74.

Abstract

BACKGROUND

Osteosarcoma (OS) is the most common primary bone tumors diagnosed in children and adolescents. Recent studies have shown a prognostic role of DNA methylation in various cancers, including OS. The aim of this study was to identify the aberrantly methylated genes that are prognostically relevant in OS.

METHODS

The differentially expressed mRNAs, miRNAs and methylated genes (DEGs, DEMs and DMGs respectively) were screened from various GEO databases, and the potential target genes of the DEMs were predicted by the RNA22 program. The protein-protein interaction (PPI) networks were constructed using the STRING database and visualized by Cytoscape software. The functional enrichment and survival analyses of the screened genes was performed using the R software.

RESULTS

Forty-seven downregulated hypermethylated genes and three upregulated hypomethylated genes were identified that were enriched in cell activation, migration and proliferation functions, and were involved in cancer-related pathways like JAK-STAT and PI3K-AKT. Eight downregulated hypermethylated tumor suppressor genes (TSGs) were identified among the screened genes based on the TSGene database. These hub genes are likely involved in OS genesis, progression and metastasis, and are potential prognostic biomarkers and therapeutic targets.

CONCLUSIONS

TSGs including , , and were aberrantly methylated in OS, and are potential prognostic biomarkers and therapeutic targets. Our findings provide new insights into the role of methylation in OS progression.

摘要

背景

骨肉瘤(OS)是儿童和青少年中最常见的原发性骨肿瘤。最近的研究表明DNA甲基化在包括OS在内的各种癌症中具有预后作用。本研究的目的是鉴定在OS中与预后相关的异常甲基化基因。

方法

从多个GEO数据库中筛选差异表达的mRNA、miRNA和甲基化基因(分别为DEGs、DEMs和DMGs),并通过RNA22程序预测DEMs的潜在靶基因。使用STRING数据库构建蛋白质-蛋白质相互作用(PPI)网络,并通过Cytoscape软件进行可视化。使用R软件对筛选出的基因进行功能富集和生存分析。

结果

鉴定出47个下调的高甲基化基因和3个上调的低甲基化基因,这些基因富集于细胞激活、迁移和增殖功能,并参与JAK-STAT和PI3K-AKT等癌症相关途径。根据TSGene数据库,在筛选出的基因中鉴定出8个下调的高甲基化肿瘤抑制基因(TSGs)。这些核心基因可能参与OS的发生、发展和转移,是潜在的预后生物标志物和治疗靶点。

结论

包括 、 、 和 在内的TSGs在OS中发生异常甲基化,是潜在的预后生物标志物和治疗靶点。我们的研究结果为甲基化在OS进展中的作用提供了新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/53a3/7186728/0bb06c4cc163/atm-08-06-373-f1.jpg

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