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Comprehensive analysis of lumbar disc degeneration and autophagy-related candidate genes, pathways, and targeting drugs
BACKGROUND: Lumbar disc degeneration (LDD) is an essential pathological mechanism related to low back pain. Current research on spinal surgery focused on the sophisticated mechanisms involved in LDD, and autophagy was regarded as an essential factor in the pathogenesis. OBJECTIVES: Our research aime...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8043061/ https://www.ncbi.nlm.nih.gov/pubmed/33849578 http://dx.doi.org/10.1186/s13018-021-02417-2 |
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author | Xu, Wei-long Zhao, Yan |
author_facet | Xu, Wei-long Zhao, Yan |
author_sort | Xu, Wei-long |
collection | PubMed |
description | BACKGROUND: Lumbar disc degeneration (LDD) is an essential pathological mechanism related to low back pain. Current research on spinal surgery focused on the sophisticated mechanisms involved in LDD, and autophagy was regarded as an essential factor in the pathogenesis. OBJECTIVES: Our research aimed to apply a bioinformatics approach to select some candidate genes and signaling pathways in relationship with autophagy and LDD and to figure out potential agents targeting autophagy- and LDD-related genes. MATERIALS AND METHODS: Text mining was used to find autophagy- and LDD-related genes. The DAVID program was applied in Gene Ontology and pathway analysis after selecting these genes. Several important gene modules were obtained by establishing a network of protein-protein interaction and a functional enrichment analysis. Finally, the selected genes were searched in the drug database to find the agents that target LDD- and autophagy-related genes. RESULTS: There were 72 genes related to “autophagy” and “LDD.” Three significant gene modules (22 genes) were selected by using gene enrichment analysis, which represented 4 signaling pathways targeted by 32 kinds of drugs approved by the Food and Drug Administration (FDA). The interactions between drugs and the genes were also identified. CONCLUSION: To conclude, a method was proposed in our research to find candidate genes, pathways, and drugs which were involved in autophagy and LDD. We discovered 22 genes, 4 pathways, and 32 potential agents, which provided a theoretical basis and new direction for clinical and basic research on LDD. |
format | Online Article Text |
id | pubmed-8043061 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-80430612021-04-14 Comprehensive analysis of lumbar disc degeneration and autophagy-related candidate genes, pathways, and targeting drugs Xu, Wei-long Zhao, Yan J Orthop Surg Res Research Article BACKGROUND: Lumbar disc degeneration (LDD) is an essential pathological mechanism related to low back pain. Current research on spinal surgery focused on the sophisticated mechanisms involved in LDD, and autophagy was regarded as an essential factor in the pathogenesis. OBJECTIVES: Our research aimed to apply a bioinformatics approach to select some candidate genes and signaling pathways in relationship with autophagy and LDD and to figure out potential agents targeting autophagy- and LDD-related genes. MATERIALS AND METHODS: Text mining was used to find autophagy- and LDD-related genes. The DAVID program was applied in Gene Ontology and pathway analysis after selecting these genes. Several important gene modules were obtained by establishing a network of protein-protein interaction and a functional enrichment analysis. Finally, the selected genes were searched in the drug database to find the agents that target LDD- and autophagy-related genes. RESULTS: There were 72 genes related to “autophagy” and “LDD.” Three significant gene modules (22 genes) were selected by using gene enrichment analysis, which represented 4 signaling pathways targeted by 32 kinds of drugs approved by the Food and Drug Administration (FDA). The interactions between drugs and the genes were also identified. CONCLUSION: To conclude, a method was proposed in our research to find candidate genes, pathways, and drugs which were involved in autophagy and LDD. We discovered 22 genes, 4 pathways, and 32 potential agents, which provided a theoretical basis and new direction for clinical and basic research on LDD. BioMed Central 2021-04-13 /pmc/articles/PMC8043061/ /pubmed/33849578 http://dx.doi.org/10.1186/s13018-021-02417-2 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Xu, Wei-long Zhao, Yan Comprehensive analysis of lumbar disc degeneration and autophagy-related candidate genes, pathways, and targeting drugs |
title | Comprehensive analysis of lumbar disc degeneration and autophagy-related candidate genes, pathways, and targeting drugs |
title_full | Comprehensive analysis of lumbar disc degeneration and autophagy-related candidate genes, pathways, and targeting drugs |
title_fullStr | Comprehensive analysis of lumbar disc degeneration and autophagy-related candidate genes, pathways, and targeting drugs |
title_full_unstemmed | Comprehensive analysis of lumbar disc degeneration and autophagy-related candidate genes, pathways, and targeting drugs |
title_short | Comprehensive analysis of lumbar disc degeneration and autophagy-related candidate genes, pathways, and targeting drugs |
title_sort | comprehensive analysis of lumbar disc degeneration and autophagy-related candidate genes, pathways, and targeting drugs |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8043061/ https://www.ncbi.nlm.nih.gov/pubmed/33849578 http://dx.doi.org/10.1186/s13018-021-02417-2 |
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