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受骨基质矿物质影响的骨肉瘤关键基因和调控元件的综合分析及其预后价值

Comprehensive Analysis of Key Genes and Regulatory Elements in Osteosarcoma Affected by Bone Matrix Mineral With Prognostic Values.

作者信息

Li Mi, Jin Xin, Li Hao, Yang Caihong, Deng Sisi, Wu Gang

机构信息

Department of Orthopedics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.

Department of Digestive Surgical Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.

出版信息

Front Genet. 2020 Jun 3;11:533. doi: 10.3389/fgene.2020.00533. eCollection 2020.

Abstract

Osteosarcoma is one of the most common types of bone sarcoma with a poor prognosis. However, genes involved in the mineral metabolism in the microenvironment of the bone affected by osteosarcoma are, to date, largely unknown. A public data series (GSE114237) was used to identify differentially expressed genes (DEGs) between osteosarcoma cells adhering to demineralized osseous surfaces and mineralized osseous surfaces. Functional enrichment analysis of DEGs and hub genes, protein-protein interaction network of DEGs and regulatory network (miRNA-mRNA network and transcription factor (TF)-mRNA network), survival analysis of hub genes was visualized. The prognostic hub genes were considered as candidate genes and their functional predictions were analyzed. A total of 207 DEGs were mainly enriched in extracellular space and thirteen hub genes were mainly enriched in the function of epithelial to mesenchymal transition. However, out of these, only one candidate gene was found to be suitable as a candidate gene. Besides that, 297 miRNAs and 349 TFs interacting with the hub genes were screened. In conclusion, the DEGs, hub genes, miRNAs and TFs screened out in this research could contribute to comprehend the latent mechanisms in osteosarcoma affected by matrix mineral and provide potential research molecular for further study.

摘要

骨肉瘤是最常见的骨肉瘤类型之一,预后较差。然而,迄今为止,骨肉瘤所累及骨骼微环境中参与矿物质代谢的基因仍 largely unknown。使用一个公共数据系列(GSE114237)来鉴定附着于脱矿骨表面和矿化骨表面的骨肉瘤细胞之间的差异表达基因(DEG)。对DEG和枢纽基因进行功能富集分析,可视化DEG的蛋白质-蛋白质相互作用网络以及调控网络(miRNA-mRNA网络和转录因子(TF)-mRNA网络),并对枢纽基因进行生存分析。将预后枢纽基因视为候选基因并分析其功能预测。总共207个DEG主要富集于细胞外空间,13个枢纽基因主要富集于上皮-间质转化功能。然而,其中仅发现一个候选基因适合作为候选基因。除此之外,筛选出了与枢纽基因相互作用的297个miRNA和349个TF。总之,本研究筛选出的DEG、枢纽基因、miRNA和TF有助于理解受基质矿物质影响的骨肉瘤的潜在机制,并为进一步研究提供潜在的研究分子。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8c70/7283541/fe9046e187ca/fgene-11-00533-g001.jpg

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