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Identification and Validation of Autophagy-Related Genes in Chronic Obstructive Pulmonary Disease
PURPOSE: Autophagy plays essential roles in the development of COPD. We aim to identify and validate the potential autophagy-related genes of COPD through bioinformatics analysis and experiment validation. METHODS: The mRNA expression profile dataset GSE38974 was obtained from GEO database. The pote...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7811454/ https://www.ncbi.nlm.nih.gov/pubmed/33469280 http://dx.doi.org/10.2147/COPD.S288428 |
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author | Sun, Shulei Shen, Yuehao Wang, Jie Li, Jinna Cao, Jie Zhang, Jing |
author_facet | Sun, Shulei Shen, Yuehao Wang, Jie Li, Jinna Cao, Jie Zhang, Jing |
author_sort | Sun, Shulei |
collection | PubMed |
description | PURPOSE: Autophagy plays essential roles in the development of COPD. We aim to identify and validate the potential autophagy-related genes of COPD through bioinformatics analysis and experiment validation. METHODS: The mRNA expression profile dataset GSE38974 was obtained from GEO database. The potential differentially expressed autophagy-related genes of COPD were screened by R software. Then, protein–protein interactions (PPI), correlation analysis, gene-ontology (GO) enrichment analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis were applied for the differentially expressed autophagy-related genes. Finally, RNA expression of top five differentially expressed autophagy-related genes was validated in blood samples from COPD patients and healthy controls by qRT-PCR. RESULTS: A total of 40 differentially expressed autophagy-related genes (14 up-regulated genes and 26 down-regulated genes) were identified between 23 COPD patients and 9 healthy controls. The PPI results demonstrated that these autophagy-related genes interacted with each other. The GO and KEGG enrichment analysis of differentially expressed autophagy-related genes indicated several enriched terms related to autophagy and mitophagy. The results of qRT-PCR showed that the expression levels of HIF1A, CDKN1A, BAG3, ERBB2 and ATG16L1 in COPD patients and healthy controls were consistent with the bioinformatics analysis results from mRNA microarray. CONCLUSION: We identified 40 potential autophagy-related genes of COPD through bioinformatics analysis. HIF1A, CDKN1A, BAG3, ERBB2 and ATG16L1 may affect the development of COPD by regulating autophagy. These results may expand our understanding of COPD and might be useful in the treatment of COPD. |
format | Online Article Text |
id | pubmed-7811454 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-78114542021-01-18 Identification and Validation of Autophagy-Related Genes in Chronic Obstructive Pulmonary Disease Sun, Shulei Shen, Yuehao Wang, Jie Li, Jinna Cao, Jie Zhang, Jing Int J Chron Obstruct Pulmon Dis Original Research PURPOSE: Autophagy plays essential roles in the development of COPD. We aim to identify and validate the potential autophagy-related genes of COPD through bioinformatics analysis and experiment validation. METHODS: The mRNA expression profile dataset GSE38974 was obtained from GEO database. The potential differentially expressed autophagy-related genes of COPD were screened by R software. Then, protein–protein interactions (PPI), correlation analysis, gene-ontology (GO) enrichment analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis were applied for the differentially expressed autophagy-related genes. Finally, RNA expression of top five differentially expressed autophagy-related genes was validated in blood samples from COPD patients and healthy controls by qRT-PCR. RESULTS: A total of 40 differentially expressed autophagy-related genes (14 up-regulated genes and 26 down-regulated genes) were identified between 23 COPD patients and 9 healthy controls. The PPI results demonstrated that these autophagy-related genes interacted with each other. The GO and KEGG enrichment analysis of differentially expressed autophagy-related genes indicated several enriched terms related to autophagy and mitophagy. The results of qRT-PCR showed that the expression levels of HIF1A, CDKN1A, BAG3, ERBB2 and ATG16L1 in COPD patients and healthy controls were consistent with the bioinformatics analysis results from mRNA microarray. CONCLUSION: We identified 40 potential autophagy-related genes of COPD through bioinformatics analysis. HIF1A, CDKN1A, BAG3, ERBB2 and ATG16L1 may affect the development of COPD by regulating autophagy. These results may expand our understanding of COPD and might be useful in the treatment of COPD. Dove 2021-01-12 /pmc/articles/PMC7811454/ /pubmed/33469280 http://dx.doi.org/10.2147/COPD.S288428 Text en © 2021 Sun et al. http://creativecommons.org/licenses/by-nc/3.0/ This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Sun, Shulei Shen, Yuehao Wang, Jie Li, Jinna Cao, Jie Zhang, Jing Identification and Validation of Autophagy-Related Genes in Chronic Obstructive Pulmonary Disease |
title | Identification and Validation of Autophagy-Related Genes in Chronic Obstructive Pulmonary Disease |
title_full | Identification and Validation of Autophagy-Related Genes in Chronic Obstructive Pulmonary Disease |
title_fullStr | Identification and Validation of Autophagy-Related Genes in Chronic Obstructive Pulmonary Disease |
title_full_unstemmed | Identification and Validation of Autophagy-Related Genes in Chronic Obstructive Pulmonary Disease |
title_short | Identification and Validation of Autophagy-Related Genes in Chronic Obstructive Pulmonary Disease |
title_sort | identification and validation of autophagy-related genes in chronic obstructive pulmonary disease |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7811454/ https://www.ncbi.nlm.nih.gov/pubmed/33469280 http://dx.doi.org/10.2147/COPD.S288428 |
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