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Identification of the Potential Key Genes and Pathways Involved in Lens Changes of High Myopia
AIM: High myopia (HM) is a global problem; however, the molecular pathogenesis of HM underlying lens remains largely unknown. The aims of the present study were to identify the potential key genes and pathways involved in lens changes of HM. METHODS: Gene set enrichment analysis was carried out to i...
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/PMC8922318/ https://www.ncbi.nlm.nih.gov/pubmed/35300133 http://dx.doi.org/10.2147/IJGM.S354935 |
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author | Lai, Weixia Wu, Xixi Liang, Hao |
author_facet | Lai, Weixia Wu, Xixi Liang, Hao |
author_sort | Lai, Weixia |
collection | PubMed |
description | AIM: High myopia (HM) is a global problem; however, the molecular pathogenesis of HM underlying lens remains largely unknown. The aims of the present study were to identify the potential key genes and pathways involved in lens changes of HM. METHODS: Gene set enrichment analysis was carried out to identify the HM-specific pathway gene sets. The differentially expressed genes (DEGs) in lens epithelia of HM eyes compared to emmetropic control were screened using limma R package. A DEG-based protein–protein interaction network was constructed and used to identify hub genes and gene cluster analysis. The functional enrichment analysis was performed to reveal the potential biological functions for each gene cluster. RESULTS: Multiple metabolism-related pathways were significantly enriched in lens epithelia of HM. The expression patterns of DEGs could accurately distinguish HM and emmetropic and CD34, CD40, EGF, IL1A, CD40LG, and CXCL12 maybe the potential key genes involved in HM. Three gene clusters were identified and involved in distinct pathways. MAPK signaling pathway and calcium signaling pathway were considered the key pathways involved in lens changes of HM, due to two gene clusters both involve in these two pathways. CONCLUSION: We identified potential key genes in pathological lens growth of HM eyes and proposed that the imbalances of MAPK signaling pathway and calcium signaling pathway may be the two crucial steps of pathological lens growth in HM. |
format | Online Article Text |
id | pubmed-8922318 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-89223182022-03-16 Identification of the Potential Key Genes and Pathways Involved in Lens Changes of High Myopia Lai, Weixia Wu, Xixi Liang, Hao Int J Gen Med Original Research AIM: High myopia (HM) is a global problem; however, the molecular pathogenesis of HM underlying lens remains largely unknown. The aims of the present study were to identify the potential key genes and pathways involved in lens changes of HM. METHODS: Gene set enrichment analysis was carried out to identify the HM-specific pathway gene sets. The differentially expressed genes (DEGs) in lens epithelia of HM eyes compared to emmetropic control were screened using limma R package. A DEG-based protein–protein interaction network was constructed and used to identify hub genes and gene cluster analysis. The functional enrichment analysis was performed to reveal the potential biological functions for each gene cluster. RESULTS: Multiple metabolism-related pathways were significantly enriched in lens epithelia of HM. The expression patterns of DEGs could accurately distinguish HM and emmetropic and CD34, CD40, EGF, IL1A, CD40LG, and CXCL12 maybe the potential key genes involved in HM. Three gene clusters were identified and involved in distinct pathways. MAPK signaling pathway and calcium signaling pathway were considered the key pathways involved in lens changes of HM, due to two gene clusters both involve in these two pathways. CONCLUSION: We identified potential key genes in pathological lens growth of HM eyes and proposed that the imbalances of MAPK signaling pathway and calcium signaling pathway may be the two crucial steps of pathological lens growth in HM. Dove 2022-03-10 /pmc/articles/PMC8922318/ /pubmed/35300133 http://dx.doi.org/10.2147/IJGM.S354935 Text en © 2022 Lai 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 Lai, Weixia Wu, Xixi Liang, Hao Identification of the Potential Key Genes and Pathways Involved in Lens Changes of High Myopia |
title | Identification of the Potential Key Genes and Pathways Involved in Lens Changes of High Myopia |
title_full | Identification of the Potential Key Genes and Pathways Involved in Lens Changes of High Myopia |
title_fullStr | Identification of the Potential Key Genes and Pathways Involved in Lens Changes of High Myopia |
title_full_unstemmed | Identification of the Potential Key Genes and Pathways Involved in Lens Changes of High Myopia |
title_short | Identification of the Potential Key Genes and Pathways Involved in Lens Changes of High Myopia |
title_sort | identification of the potential key genes and pathways involved in lens changes of high myopia |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8922318/ https://www.ncbi.nlm.nih.gov/pubmed/35300133 http://dx.doi.org/10.2147/IJGM.S354935 |
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