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Hub Genes and Key Pathways of Intervertebral Disc Degeneration: Bioinformatics Analysis and Validation

OBJECTIVE: To identify significant pathways and genes in intervertebral disc degeneration (IDD) based on bioinformatics analysis. DESIGN: The GEO database was used to download the GSE124272 dataset. Differentially expressed genes (DEGs) were analyzed using Limma package in R language. Then, gene ont...

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Autores principales: Zhang, Zhiwen, Wang, Qiong, Li, Yang, Li, Bangzhi, Zheng, Liming, He, Chengjian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8449732/
https://www.ncbi.nlm.nih.gov/pubmed/34545328
http://dx.doi.org/10.1155/2021/5340449
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author Zhang, Zhiwen
Wang, Qiong
Li, Yang
Li, Bangzhi
Zheng, Liming
He, Chengjian
author_facet Zhang, Zhiwen
Wang, Qiong
Li, Yang
Li, Bangzhi
Zheng, Liming
He, Chengjian
author_sort Zhang, Zhiwen
collection PubMed
description OBJECTIVE: To identify significant pathways and genes in intervertebral disc degeneration (IDD) based on bioinformatics analysis. DESIGN: The GEO database was used to download the GSE124272 dataset. Differentially expressed genes (DEGs) were analyzed using Limma package in R language. Then, gene ontologies (GO), Kyoto encyclopedia of genes and genomes (KEGG), and protein-protein interaction (PPI) networks were used to further identify hub genes. The mRNA expression levels of top six hub genes were verified. RESULTS: We found 563 DEGs, of which 214 were upregulated and 349 were downregulated. The top 5 GO terms and pathways were shown including immune response, cell cycle, and p53 pathway. Based on the PPI analysis, we verified the mRNA expression levels of 6 hub genes. The mRNA levels of CHEK1, CDCA2, SKA3, and KIF20A were upregulated in degenerative NP tissue than in healthy NP tissue. However, the mRNA level of BUB1 and SPC25 was downregulated. CONCLUSIONS: This study may provide new biomarkers for the IDD and treatments to repair IDD related to CHEK1, CDCA2, SKA3, BUB1, KIF20A, and SPC25.
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spelling pubmed-84497322021-09-19 Hub Genes and Key Pathways of Intervertebral Disc Degeneration: Bioinformatics Analysis and Validation Zhang, Zhiwen Wang, Qiong Li, Yang Li, Bangzhi Zheng, Liming He, Chengjian Biomed Res Int Research Article OBJECTIVE: To identify significant pathways and genes in intervertebral disc degeneration (IDD) based on bioinformatics analysis. DESIGN: The GEO database was used to download the GSE124272 dataset. Differentially expressed genes (DEGs) were analyzed using Limma package in R language. Then, gene ontologies (GO), Kyoto encyclopedia of genes and genomes (KEGG), and protein-protein interaction (PPI) networks were used to further identify hub genes. The mRNA expression levels of top six hub genes were verified. RESULTS: We found 563 DEGs, of which 214 were upregulated and 349 were downregulated. The top 5 GO terms and pathways were shown including immune response, cell cycle, and p53 pathway. Based on the PPI analysis, we verified the mRNA expression levels of 6 hub genes. The mRNA levels of CHEK1, CDCA2, SKA3, and KIF20A were upregulated in degenerative NP tissue than in healthy NP tissue. However, the mRNA level of BUB1 and SPC25 was downregulated. CONCLUSIONS: This study may provide new biomarkers for the IDD and treatments to repair IDD related to CHEK1, CDCA2, SKA3, BUB1, KIF20A, and SPC25. Hindawi 2021-09-10 /pmc/articles/PMC8449732/ /pubmed/34545328 http://dx.doi.org/10.1155/2021/5340449 Text en Copyright © 2021 Zhiwen Zhang 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
Zhang, Zhiwen
Wang, Qiong
Li, Yang
Li, Bangzhi
Zheng, Liming
He, Chengjian
Hub Genes and Key Pathways of Intervertebral Disc Degeneration: Bioinformatics Analysis and Validation
title Hub Genes and Key Pathways of Intervertebral Disc Degeneration: Bioinformatics Analysis and Validation
title_full Hub Genes and Key Pathways of Intervertebral Disc Degeneration: Bioinformatics Analysis and Validation
title_fullStr Hub Genes and Key Pathways of Intervertebral Disc Degeneration: Bioinformatics Analysis and Validation
title_full_unstemmed Hub Genes and Key Pathways of Intervertebral Disc Degeneration: Bioinformatics Analysis and Validation
title_short Hub Genes and Key Pathways of Intervertebral Disc Degeneration: Bioinformatics Analysis and Validation
title_sort hub genes and key pathways of intervertebral disc degeneration: bioinformatics analysis and validation
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8449732/
https://www.ncbi.nlm.nih.gov/pubmed/34545328
http://dx.doi.org/10.1155/2021/5340449
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