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Screening and Analysis of Biomarkers in the miRNA-mRNA Regulatory Network of Osteosarcoma

Osteosarcoma is a malignant disease, and few effective strategies can completely overcome the prognosis of these patients. This study attempted to reveal the key factors and related molecular mechanisms of osteosarcoma via excavating public microarray datasets. The data were obtained from the Gene E...

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Autores principales: Han, Gang, Guo, Quanyi, Li, Nan, Bi, Wenzhi, Xu, Meng, Jia, Jinpeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8941547/
https://www.ncbi.nlm.nih.gov/pubmed/35340229
http://dx.doi.org/10.1155/2022/8055052
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author Han, Gang
Guo, Quanyi
Li, Nan
Bi, Wenzhi
Xu, Meng
Jia, Jinpeng
author_facet Han, Gang
Guo, Quanyi
Li, Nan
Bi, Wenzhi
Xu, Meng
Jia, Jinpeng
author_sort Han, Gang
collection PubMed
description Osteosarcoma is a malignant disease, and few effective strategies can completely overcome the prognosis of these patients. This study attempted to reveal the key factors and related molecular mechanisms of osteosarcoma via excavating public microarray datasets. The data were obtained from the Gene Expression Omnibus (GEO) database; the differentially expressed miRNAs and differentially expressed genes were obtained in GSE69470 and GSE12685l, respectively; the target of miRNAs were predicted with the miRDIP database; the functions of the factors were analyzed and visualized by the David database and R language, respectively. Moreover, the protein-protein interaction network and miRNA-mRNA network were performed with the STRING database and Cytoscape software to identify the hub nodes in GSE69470 and GSE12685. The results showed that 834 DEGs were found in GSE12685 and 37 miRNAs were found in GSE69470. Moreover, the target of 37 miRNAs were enriched in PI3K/AKT, P53, Wnt/β-catenin, and TGF-β pathways and related with skeletal system development and cell growth. Besides, the miRNAs including miR-22-3p, miR-154-5p, miR-34a-5p, miR-485-3p, miR-93-5p, and miR-9-5p and the genes including LEF1, RUNX2, CSF1R, CDKN1A, and FBN1 were identified as the hub nodes via network analysis. In conclusion, this study suggested that the miRNAs including miR-22-3p, miR-154-5p, miR-34a-5p, miR-485-3p, miR-93-5p, and miR-9-5p and the genes including LEF1, RUNX2, CSF1R, CDKN1A, and FBN1 act as key factors in the progression of osteosarcoma.
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spelling pubmed-89415472022-03-24 Screening and Analysis of Biomarkers in the miRNA-mRNA Regulatory Network of Osteosarcoma Han, Gang Guo, Quanyi Li, Nan Bi, Wenzhi Xu, Meng Jia, Jinpeng J Healthc Eng Research Article Osteosarcoma is a malignant disease, and few effective strategies can completely overcome the prognosis of these patients. This study attempted to reveal the key factors and related molecular mechanisms of osteosarcoma via excavating public microarray datasets. The data were obtained from the Gene Expression Omnibus (GEO) database; the differentially expressed miRNAs and differentially expressed genes were obtained in GSE69470 and GSE12685l, respectively; the target of miRNAs were predicted with the miRDIP database; the functions of the factors were analyzed and visualized by the David database and R language, respectively. Moreover, the protein-protein interaction network and miRNA-mRNA network were performed with the STRING database and Cytoscape software to identify the hub nodes in GSE69470 and GSE12685. The results showed that 834 DEGs were found in GSE12685 and 37 miRNAs were found in GSE69470. Moreover, the target of 37 miRNAs were enriched in PI3K/AKT, P53, Wnt/β-catenin, and TGF-β pathways and related with skeletal system development and cell growth. Besides, the miRNAs including miR-22-3p, miR-154-5p, miR-34a-5p, miR-485-3p, miR-93-5p, and miR-9-5p and the genes including LEF1, RUNX2, CSF1R, CDKN1A, and FBN1 were identified as the hub nodes via network analysis. In conclusion, this study suggested that the miRNAs including miR-22-3p, miR-154-5p, miR-34a-5p, miR-485-3p, miR-93-5p, and miR-9-5p and the genes including LEF1, RUNX2, CSF1R, CDKN1A, and FBN1 act as key factors in the progression of osteosarcoma. Hindawi 2022-03-15 /pmc/articles/PMC8941547/ /pubmed/35340229 http://dx.doi.org/10.1155/2022/8055052 Text en Copyright © 2022 Gang Han et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Han, Gang
Guo, Quanyi
Li, Nan
Bi, Wenzhi
Xu, Meng
Jia, Jinpeng
Screening and Analysis of Biomarkers in the miRNA-mRNA Regulatory Network of Osteosarcoma
title Screening and Analysis of Biomarkers in the miRNA-mRNA Regulatory Network of Osteosarcoma
title_full Screening and Analysis of Biomarkers in the miRNA-mRNA Regulatory Network of Osteosarcoma
title_fullStr Screening and Analysis of Biomarkers in the miRNA-mRNA Regulatory Network of Osteosarcoma
title_full_unstemmed Screening and Analysis of Biomarkers in the miRNA-mRNA Regulatory Network of Osteosarcoma
title_short Screening and Analysis of Biomarkers in the miRNA-mRNA Regulatory Network of Osteosarcoma
title_sort screening and analysis of biomarkers in the mirna-mrna regulatory network of osteosarcoma
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8941547/
https://www.ncbi.nlm.nih.gov/pubmed/35340229
http://dx.doi.org/10.1155/2022/8055052
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