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Bioinformatics analysis on the differentiation of bone mesenchymal stem cells into osteoblasts and adipocytes

The present study aimed to screen several differentially expressed genes (DEGs) and differentially expressed microRNAs (miRNAs) for two types of mesenchymal stem cell (MSC) differentiation. Bone morphogenetic protein 6 (BMP-6) and dexamethasone were used to induce MSCs towards osteoblastic different...

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Autores principales: Xu, Xiaoyuan, Jiang, He, Li, Xingnuan, Wu, Ping, Liu, Jianyun, Wang, Tao, Zhou, Xiaoou, Xiong, Jianjun, Li, Weidong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: D.A. Spandidos 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5365017/
https://www.ncbi.nlm.nih.gov/pubmed/28260060
http://dx.doi.org/10.3892/mmr.2017.6178
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author Xu, Xiaoyuan
Jiang, He
Li, Xingnuan
Wu, Ping
Liu, Jianyun
Wang, Tao
Zhou, Xiaoou
Xiong, Jianjun
Li, Weidong
author_facet Xu, Xiaoyuan
Jiang, He
Li, Xingnuan
Wu, Ping
Liu, Jianyun
Wang, Tao
Zhou, Xiaoou
Xiong, Jianjun
Li, Weidong
author_sort Xu, Xiaoyuan
collection PubMed
description The present study aimed to screen several differentially expressed genes (DEGs) and differentially expressed microRNAs (miRNAs) for two types of mesenchymal stem cell (MSC) differentiation. Bone morphogenetic protein 6 (BMP-6) and dexamethasone were used to induce MSCs towards osteoblastic differentiation or adipocytic differentiation. The t-test in the Bioconductor bioinformatics software tool was used to screen DEGs and differentially expressed miRNAs in the two samples. Subsequent gene ontology (GO) and pathway analyses on the DEGs were performed using the GO and Kyoto Encyclopedia of Genes and Genomes databases, respectively; potential target genes for the screened miRNAs were predicted using the TargetScan database. In addition, an interaction network between the DEGs and miRNAs was constructed. Numerous DEGs and miRNAs were screened during osteoblastic and adipocytic differentiation of MSCs. Important pathways, such as glutathione metabolism, pathogenic Escherichia coli infection and Parkinson's disease, and GO terms, including cytoskeletal protein binding and phospholipase inhibitor activity, were enriched in the screened DEGs from MSCs undergoing osteogenic differentiation and adipocytic differentiation. miRNAs, including miRNA (miR)-382 and miR-203, and DEGs, including neuronal growth regulator 1 (NEGR1), phosphatidic acid phosphatase 2B (PPAP2B), platelet-derived growth factor receptor alpha (PDGFRA), interleukin 6 signal transducer (IL6ST) and sortilin 1 (SORT1), were demonstrated to be involved in osteoblastic differentiation. In addition, the downregulated miRNAs (including miR-495, miR-376a and miR-543), the upregulated miR-106a, the upregulated DEGs, including enabled homolog (ENAH), polypeptide N-acetylgalactosaminyltransferase 1 and acyl-CoA synthetase long-chain family member 1, and the downregulated repulsive guidance molecule family member B and semaphorin SEMA7A were demonstrated to be involved in adipocytic differentiation. The results of the present study suggested that miRNAs (miR-203 and miR-382) and DEGs (NEGR1, PPAP2B, PDGFRA, IL6ST and SORT1) may serve pivotal functions in the osteoblastic differentiation of MSCs, whereas miR-495, which is also involved in osteoblast differentiation and had four targets, including NEGR1, miR-376a, miR-543 and ENAH may have crucial roles in adipocytic differentiation of MSCs.
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spelling pubmed-53650172017-05-15 Bioinformatics analysis on the differentiation of bone mesenchymal stem cells into osteoblasts and adipocytes Xu, Xiaoyuan Jiang, He Li, Xingnuan Wu, Ping Liu, Jianyun Wang, Tao Zhou, Xiaoou Xiong, Jianjun Li, Weidong Mol Med Rep Articles The present study aimed to screen several differentially expressed genes (DEGs) and differentially expressed microRNAs (miRNAs) for two types of mesenchymal stem cell (MSC) differentiation. Bone morphogenetic protein 6 (BMP-6) and dexamethasone were used to induce MSCs towards osteoblastic differentiation or adipocytic differentiation. The t-test in the Bioconductor bioinformatics software tool was used to screen DEGs and differentially expressed miRNAs in the two samples. Subsequent gene ontology (GO) and pathway analyses on the DEGs were performed using the GO and Kyoto Encyclopedia of Genes and Genomes databases, respectively; potential target genes for the screened miRNAs were predicted using the TargetScan database. In addition, an interaction network between the DEGs and miRNAs was constructed. Numerous DEGs and miRNAs were screened during osteoblastic and adipocytic differentiation of MSCs. Important pathways, such as glutathione metabolism, pathogenic Escherichia coli infection and Parkinson's disease, and GO terms, including cytoskeletal protein binding and phospholipase inhibitor activity, were enriched in the screened DEGs from MSCs undergoing osteogenic differentiation and adipocytic differentiation. miRNAs, including miRNA (miR)-382 and miR-203, and DEGs, including neuronal growth regulator 1 (NEGR1), phosphatidic acid phosphatase 2B (PPAP2B), platelet-derived growth factor receptor alpha (PDGFRA), interleukin 6 signal transducer (IL6ST) and sortilin 1 (SORT1), were demonstrated to be involved in osteoblastic differentiation. In addition, the downregulated miRNAs (including miR-495, miR-376a and miR-543), the upregulated miR-106a, the upregulated DEGs, including enabled homolog (ENAH), polypeptide N-acetylgalactosaminyltransferase 1 and acyl-CoA synthetase long-chain family member 1, and the downregulated repulsive guidance molecule family member B and semaphorin SEMA7A were demonstrated to be involved in adipocytic differentiation. The results of the present study suggested that miRNAs (miR-203 and miR-382) and DEGs (NEGR1, PPAP2B, PDGFRA, IL6ST and SORT1) may serve pivotal functions in the osteoblastic differentiation of MSCs, whereas miR-495, which is also involved in osteoblast differentiation and had four targets, including NEGR1, miR-376a, miR-543 and ENAH may have crucial roles in adipocytic differentiation of MSCs. D.A. Spandidos 2017-04 2017-02-08 /pmc/articles/PMC5365017/ /pubmed/28260060 http://dx.doi.org/10.3892/mmr.2017.6178 Text en Copyright: © Xu et al. This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.
spellingShingle Articles
Xu, Xiaoyuan
Jiang, He
Li, Xingnuan
Wu, Ping
Liu, Jianyun
Wang, Tao
Zhou, Xiaoou
Xiong, Jianjun
Li, Weidong
Bioinformatics analysis on the differentiation of bone mesenchymal stem cells into osteoblasts and adipocytes
title Bioinformatics analysis on the differentiation of bone mesenchymal stem cells into osteoblasts and adipocytes
title_full Bioinformatics analysis on the differentiation of bone mesenchymal stem cells into osteoblasts and adipocytes
title_fullStr Bioinformatics analysis on the differentiation of bone mesenchymal stem cells into osteoblasts and adipocytes
title_full_unstemmed Bioinformatics analysis on the differentiation of bone mesenchymal stem cells into osteoblasts and adipocytes
title_short Bioinformatics analysis on the differentiation of bone mesenchymal stem cells into osteoblasts and adipocytes
title_sort bioinformatics analysis on the differentiation of bone mesenchymal stem cells into osteoblasts and adipocytes
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5365017/
https://www.ncbi.nlm.nih.gov/pubmed/28260060
http://dx.doi.org/10.3892/mmr.2017.6178
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