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Bioinformatics analysis of differentially expressed genes involved in human developmental chondrogenesis

Osteoarthritis (OA), also known as degenerative arthritis, affects millions of people all over the world. OA occurs when the cartilage wears down over time, which is a worldwide complaint. The aim of this study was to screen and verify hub genes involved in developmental chondrogenesis as well as to...

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Autores principales: Zhou, Jian, Li, Chenxi, Yu, Anqi, Jie, Shuo, Du, Xiadong, Liu, Tang, Wang, Wanchun, Luo, Yingquan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer Health 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6635276/
https://www.ncbi.nlm.nih.gov/pubmed/31277141
http://dx.doi.org/10.1097/MD.0000000000016240
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author Zhou, Jian
Li, Chenxi
Yu, Anqi
Jie, Shuo
Du, Xiadong
Liu, Tang
Wang, Wanchun
Luo, Yingquan
author_facet Zhou, Jian
Li, Chenxi
Yu, Anqi
Jie, Shuo
Du, Xiadong
Liu, Tang
Wang, Wanchun
Luo, Yingquan
author_sort Zhou, Jian
collection PubMed
description Osteoarthritis (OA), also known as degenerative arthritis, affects millions of people all over the world. OA occurs when the cartilage wears down over time, which is a worldwide complaint. The aim of this study was to screen and verify hub genes involved in developmental chondrogenesis as well as to explore potential molecular mechanisms. The expression profiles of GSE51812 were downloaded from the Gene Expression Omnibus (GEO) database, which contained 9 samples, including 6-week pre-chondrocytes (PC, 6 independent specimens) and 17-week fetal periarticular resting chondrocytes (RC, 3 independent specimens). The raw data were integrated to obtain differentially expressed genes (DEGs) and were further analyzed with bioinformatics analysis. The Gene Ontology (GO) and pathway enrichment of DEGs were conducted via Database for Annotation, Visualization, and Integrated Discovery (DAVID). The protein-protein interaction (PPI) networks of the DEGs were constructed based on data from the search tool for the retrieval of interacting genes (STRING) database. An intersection figure was provided to show the relationship between the DEGs identified in this study and genes from any existed related studies. A total of 9486 DEGs, including 4821 upregulated genes and 4665 downregulated genes were observed. The top 30 developmental chondrogenesis associated genes were identified, including matrix metalloproteinase (MMP)1, MMP3, MMP13, prostaglandin-endoperoxide synthase 2 (PTGS2), and so on. The majority of DEGs, including PTGS2, CCL20, CHI3L1, LIF, CXCL8, and CXCL12 were intensively enriched in immune-associated biological process terms, including inflammatory, and immune responses. Additionally, the majority of DEGs were mainly enriched in NF-kappa β (NF-kβ) signaling pathway and tumor necrosis factor (TNF) signaling pathway. The hub genes identified in STRING and Cytoscape databases included MMP1, MMP3, MMP13, PTGS2 and so on. Among the top 30 upregulated and downregulated DEGs, there were 15 genes have been reported to be associated with OA or developmental chondrogenesis. This large scale gene expression study observed genes associated with human developmental chondrogenesis and their relative GO function, which may offer opportunities for the research for cartilage tissue engineering and novel insights into the prevention of OA in the near future.
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spelling pubmed-66352762019-08-01 Bioinformatics analysis of differentially expressed genes involved in human developmental chondrogenesis Zhou, Jian Li, Chenxi Yu, Anqi Jie, Shuo Du, Xiadong Liu, Tang Wang, Wanchun Luo, Yingquan Medicine (Baltimore) Research Article Osteoarthritis (OA), also known as degenerative arthritis, affects millions of people all over the world. OA occurs when the cartilage wears down over time, which is a worldwide complaint. The aim of this study was to screen and verify hub genes involved in developmental chondrogenesis as well as to explore potential molecular mechanisms. The expression profiles of GSE51812 were downloaded from the Gene Expression Omnibus (GEO) database, which contained 9 samples, including 6-week pre-chondrocytes (PC, 6 independent specimens) and 17-week fetal periarticular resting chondrocytes (RC, 3 independent specimens). The raw data were integrated to obtain differentially expressed genes (DEGs) and were further analyzed with bioinformatics analysis. The Gene Ontology (GO) and pathway enrichment of DEGs were conducted via Database for Annotation, Visualization, and Integrated Discovery (DAVID). The protein-protein interaction (PPI) networks of the DEGs were constructed based on data from the search tool for the retrieval of interacting genes (STRING) database. An intersection figure was provided to show the relationship between the DEGs identified in this study and genes from any existed related studies. A total of 9486 DEGs, including 4821 upregulated genes and 4665 downregulated genes were observed. The top 30 developmental chondrogenesis associated genes were identified, including matrix metalloproteinase (MMP)1, MMP3, MMP13, prostaglandin-endoperoxide synthase 2 (PTGS2), and so on. The majority of DEGs, including PTGS2, CCL20, CHI3L1, LIF, CXCL8, and CXCL12 were intensively enriched in immune-associated biological process terms, including inflammatory, and immune responses. Additionally, the majority of DEGs were mainly enriched in NF-kappa β (NF-kβ) signaling pathway and tumor necrosis factor (TNF) signaling pathway. The hub genes identified in STRING and Cytoscape databases included MMP1, MMP3, MMP13, PTGS2 and so on. Among the top 30 upregulated and downregulated DEGs, there were 15 genes have been reported to be associated with OA or developmental chondrogenesis. This large scale gene expression study observed genes associated with human developmental chondrogenesis and their relative GO function, which may offer opportunities for the research for cartilage tissue engineering and novel insights into the prevention of OA in the near future. Wolters Kluwer Health 2019-07-05 /pmc/articles/PMC6635276/ /pubmed/31277141 http://dx.doi.org/10.1097/MD.0000000000016240 Text en Copyright © 2019 the Author(s). Published by Wolters Kluwer Health, Inc. http://creativecommons.org/licenses/by-nc/4.0 This is an open access article distributed under the terms of the Creative Commons Attribution-Non Commercial License 4.0 (CCBY-NC), where it is permissible to download, share, remix, transform, and buildup the work provided it is properly cited. The work cannot be used commercially without permission from the journal. http://creativecommons.org/licenses/by-nc/4.0
spellingShingle Research Article
Zhou, Jian
Li, Chenxi
Yu, Anqi
Jie, Shuo
Du, Xiadong
Liu, Tang
Wang, Wanchun
Luo, Yingquan
Bioinformatics analysis of differentially expressed genes involved in human developmental chondrogenesis
title Bioinformatics analysis of differentially expressed genes involved in human developmental chondrogenesis
title_full Bioinformatics analysis of differentially expressed genes involved in human developmental chondrogenesis
title_fullStr Bioinformatics analysis of differentially expressed genes involved in human developmental chondrogenesis
title_full_unstemmed Bioinformatics analysis of differentially expressed genes involved in human developmental chondrogenesis
title_short Bioinformatics analysis of differentially expressed genes involved in human developmental chondrogenesis
title_sort bioinformatics analysis of differentially expressed genes involved in human developmental chondrogenesis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6635276/
https://www.ncbi.nlm.nih.gov/pubmed/31277141
http://dx.doi.org/10.1097/MD.0000000000016240
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