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Identification and validation of autophagy-related genes in primary open-angle glaucoma

BACKGROUND: As the most common type of glaucoma, the etiology of primary open-angle glaucoma (POAG) has not been unified. Autophagy may affect the occurrence and development of POAG, while the specific mechanism and target need to be further explored. METHODS: The GSE27276 dataset from the Gene Expr...

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Autores principales: Xu, Wanjing, Sun, Yuhao, Zhao, Shuang, Zhao, Jun, Zhang, Juanmei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10648356/
https://www.ncbi.nlm.nih.gov/pubmed/37968618
http://dx.doi.org/10.1186/s12920-023-01722-5
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author Xu, Wanjing
Sun, Yuhao
Zhao, Shuang
Zhao, Jun
Zhang, Juanmei
author_facet Xu, Wanjing
Sun, Yuhao
Zhao, Shuang
Zhao, Jun
Zhang, Juanmei
author_sort Xu, Wanjing
collection PubMed
description BACKGROUND: As the most common type of glaucoma, the etiology of primary open-angle glaucoma (POAG) has not been unified. Autophagy may affect the occurrence and development of POAG, while the specific mechanism and target need to be further explored. METHODS: The GSE27276 dataset from the Gene Expression Omnibus (GEO) database and the autophagy gene set from the GeneCards database were selected to screen differentially expressed autophagy-related genes (DEARGs) of POAG. Hub DEARGs were selected by constructing protein-protein interaction (PPI) networks and utilizing GSE138125 dataset. Subsequently, immune cell infiltration analysis, genome-wide association study (GWAS) analysis, gene set enrichment analysis (GSEA) and other analyses were performed on the hub genes. Eventually, animal experiments were performed to verify the mRNA levels of the hub genes by quantitative real time polymerase chain reaction (qRT-PCR). RESULTS: A total of 67 DEARGs and 2 hub DEARGs, HSPA8 and RPL15, were selected. The hub genes were closely related to the level of immune cell infiltration. GWAS analysis confirmed that the causative regions of the 2 hub genes in glaucoma were on chromosome 11 and chromosome 3, respectively. GSEA illustrated that pathways enriched for highly expressed HSPA8 and RPL15 contained immunity, autophagy, gene expression and energy metabolism-related pathways. qRT-PCR confirmed that the expression of Hspa8 and Rpl15 in the rat POAG model was consistent with the results of bioinformatics analysis. CONCLUSIONS: This study indicated that HSPA8 and RPL15 may affect the progression of POAG by regulating autophagy and provided new ideas for the pathogenesis and treatment of POAG. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12920-023-01722-5.
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spelling pubmed-106483562023-11-15 Identification and validation of autophagy-related genes in primary open-angle glaucoma Xu, Wanjing Sun, Yuhao Zhao, Shuang Zhao, Jun Zhang, Juanmei BMC Med Genomics Research BACKGROUND: As the most common type of glaucoma, the etiology of primary open-angle glaucoma (POAG) has not been unified. Autophagy may affect the occurrence and development of POAG, while the specific mechanism and target need to be further explored. METHODS: The GSE27276 dataset from the Gene Expression Omnibus (GEO) database and the autophagy gene set from the GeneCards database were selected to screen differentially expressed autophagy-related genes (DEARGs) of POAG. Hub DEARGs were selected by constructing protein-protein interaction (PPI) networks and utilizing GSE138125 dataset. Subsequently, immune cell infiltration analysis, genome-wide association study (GWAS) analysis, gene set enrichment analysis (GSEA) and other analyses were performed on the hub genes. Eventually, animal experiments were performed to verify the mRNA levels of the hub genes by quantitative real time polymerase chain reaction (qRT-PCR). RESULTS: A total of 67 DEARGs and 2 hub DEARGs, HSPA8 and RPL15, were selected. The hub genes were closely related to the level of immune cell infiltration. GWAS analysis confirmed that the causative regions of the 2 hub genes in glaucoma were on chromosome 11 and chromosome 3, respectively. GSEA illustrated that pathways enriched for highly expressed HSPA8 and RPL15 contained immunity, autophagy, gene expression and energy metabolism-related pathways. qRT-PCR confirmed that the expression of Hspa8 and Rpl15 in the rat POAG model was consistent with the results of bioinformatics analysis. CONCLUSIONS: This study indicated that HSPA8 and RPL15 may affect the progression of POAG by regulating autophagy and provided new ideas for the pathogenesis and treatment of POAG. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12920-023-01722-5. BioMed Central 2023-11-15 /pmc/articles/PMC10648356/ /pubmed/37968618 http://dx.doi.org/10.1186/s12920-023-01722-5 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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
Xu, Wanjing
Sun, Yuhao
Zhao, Shuang
Zhao, Jun
Zhang, Juanmei
Identification and validation of autophagy-related genes in primary open-angle glaucoma
title Identification and validation of autophagy-related genes in primary open-angle glaucoma
title_full Identification and validation of autophagy-related genes in primary open-angle glaucoma
title_fullStr Identification and validation of autophagy-related genes in primary open-angle glaucoma
title_full_unstemmed Identification and validation of autophagy-related genes in primary open-angle glaucoma
title_short Identification and validation of autophagy-related genes in primary open-angle glaucoma
title_sort identification and validation of autophagy-related genes in primary open-angle glaucoma
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10648356/
https://www.ncbi.nlm.nih.gov/pubmed/37968618
http://dx.doi.org/10.1186/s12920-023-01722-5
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