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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...

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Autores principales: Sun, Shulei, Shen, Yuehao, Wang, Jie, Li, Jinna, Cao, Jie, Zhang, Jing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2021
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.
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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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