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Autophagy Induced by BCL2-Related ceRNA Network Participates in the Occurrence of COPD
PURPOSE: Chronic obstructive pulmonary disease (COPD) is a predominant cause of mortality worldwide. Autophagy, which depends on a lysosomal degradation pathway, plays an essential role in the occurrence of COPD. The aim of our study was to identify the potential function of autophagy and construct...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9005473/ https://www.ncbi.nlm.nih.gov/pubmed/35431545 http://dx.doi.org/10.2147/COPD.S347733 |
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author | Shi, Zhuang-E Zhang, Meng-Yu Liu, Jian-Yu Zhang, Wen-Di Hu, Dong-Mei Wang, Qing-Xiang Ji, Xiu-Li Jiang, Yuan-Yuan Qu, Yi-Qing |
author_facet | Shi, Zhuang-E Zhang, Meng-Yu Liu, Jian-Yu Zhang, Wen-Di Hu, Dong-Mei Wang, Qing-Xiang Ji, Xiu-Li Jiang, Yuan-Yuan Qu, Yi-Qing |
author_sort | Shi, Zhuang-E |
collection | PubMed |
description | PURPOSE: Chronic obstructive pulmonary disease (COPD) is a predominant cause of mortality worldwide. Autophagy, which depends on a lysosomal degradation pathway, plays an essential role in the occurrence of COPD. The aim of our study was to identify the potential function of autophagy and construct a BCL2-related competing endogenous RNA (ceRNA) network that induces autophagy in COPD. METHODS: Blood sample data from GSE31568, GSE24709, and GSE61741 were collected from the Gene Expression Omnibus (GEO) database. Differentially expressed miRNAs in COPD and controls were identified via GEO2R. Transcription factors were obtained from FunRich. DIANA, miRDB, miRTarBase, and TargetScan were used to predict target genes of miRNAs. Autophagy genes were collected from the Human Autophagy Database (HADb). The GSE151052 dataset was used to identify autophagy-related differentially expressed genes in tissues. Functional enrichment and protein–protein interaction (PPI) network analyses were conducted via Metascape and the STRING network. Spearman correlation analysis was used to analyze the relationship between autophagy-related differentially expressed genes and lung function. The BCL2-related ceRNA network was modeled by Cytoscape. RESULTS: We obtained 41 differentially expressed miRNAs and 10 significantly different transcription factors. We identified 19 autophagy-related differentially expressed genes that were significantly different (P<0.05) in tissue samples. The most significant enrichment in Metascape was an autophagy item, which further confirmed autophagy participation in the occurrence of COPD. PPI network analysis found four genes (BCL2, BECN1, MAPK8, and ITPR1), among which BCL2 was correlated with both FEV1/FVC and FEV1 prediction. Finally, the BCL2-related ceRNA network was constructed to clarify the interaction of RNAs and occurrence of autophagy, including 18 miRNAs and 65 lncRNAs. CONCLUSION: We identified 19 autophagy-related differentially expressed genes that participated in COPD; among them, BCL2 was correlated with lung function, and a BCL2-related ceRNA network was constructed, which further revealed the potential mechanism of autophagy involvement in COPD. |
format | Online Article Text |
id | pubmed-9005473 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-90054732022-04-14 Autophagy Induced by BCL2-Related ceRNA Network Participates in the Occurrence of COPD Shi, Zhuang-E Zhang, Meng-Yu Liu, Jian-Yu Zhang, Wen-Di Hu, Dong-Mei Wang, Qing-Xiang Ji, Xiu-Li Jiang, Yuan-Yuan Qu, Yi-Qing Int J Chron Obstruct Pulmon Dis Original Research PURPOSE: Chronic obstructive pulmonary disease (COPD) is a predominant cause of mortality worldwide. Autophagy, which depends on a lysosomal degradation pathway, plays an essential role in the occurrence of COPD. The aim of our study was to identify the potential function of autophagy and construct a BCL2-related competing endogenous RNA (ceRNA) network that induces autophagy in COPD. METHODS: Blood sample data from GSE31568, GSE24709, and GSE61741 were collected from the Gene Expression Omnibus (GEO) database. Differentially expressed miRNAs in COPD and controls were identified via GEO2R. Transcription factors were obtained from FunRich. DIANA, miRDB, miRTarBase, and TargetScan were used to predict target genes of miRNAs. Autophagy genes were collected from the Human Autophagy Database (HADb). The GSE151052 dataset was used to identify autophagy-related differentially expressed genes in tissues. Functional enrichment and protein–protein interaction (PPI) network analyses were conducted via Metascape and the STRING network. Spearman correlation analysis was used to analyze the relationship between autophagy-related differentially expressed genes and lung function. The BCL2-related ceRNA network was modeled by Cytoscape. RESULTS: We obtained 41 differentially expressed miRNAs and 10 significantly different transcription factors. We identified 19 autophagy-related differentially expressed genes that were significantly different (P<0.05) in tissue samples. The most significant enrichment in Metascape was an autophagy item, which further confirmed autophagy participation in the occurrence of COPD. PPI network analysis found four genes (BCL2, BECN1, MAPK8, and ITPR1), among which BCL2 was correlated with both FEV1/FVC and FEV1 prediction. Finally, the BCL2-related ceRNA network was constructed to clarify the interaction of RNAs and occurrence of autophagy, including 18 miRNAs and 65 lncRNAs. CONCLUSION: We identified 19 autophagy-related differentially expressed genes that participated in COPD; among them, BCL2 was correlated with lung function, and a BCL2-related ceRNA network was constructed, which further revealed the potential mechanism of autophagy involvement in COPD. Dove 2022-04-08 /pmc/articles/PMC9005473/ /pubmed/35431545 http://dx.doi.org/10.2147/COPD.S347733 Text en © 2022 Shi et al. https://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/ (https://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 Shi, Zhuang-E Zhang, Meng-Yu Liu, Jian-Yu Zhang, Wen-Di Hu, Dong-Mei Wang, Qing-Xiang Ji, Xiu-Li Jiang, Yuan-Yuan Qu, Yi-Qing Autophagy Induced by BCL2-Related ceRNA Network Participates in the Occurrence of COPD |
title | Autophagy Induced by BCL2-Related ceRNA Network Participates in the Occurrence of COPD |
title_full | Autophagy Induced by BCL2-Related ceRNA Network Participates in the Occurrence of COPD |
title_fullStr | Autophagy Induced by BCL2-Related ceRNA Network Participates in the Occurrence of COPD |
title_full_unstemmed | Autophagy Induced by BCL2-Related ceRNA Network Participates in the Occurrence of COPD |
title_short | Autophagy Induced by BCL2-Related ceRNA Network Participates in the Occurrence of COPD |
title_sort | autophagy induced by bcl2-related cerna network participates in the occurrence of copd |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9005473/ https://www.ncbi.nlm.nih.gov/pubmed/35431545 http://dx.doi.org/10.2147/COPD.S347733 |
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