ArticleInternational journal of general medicine2022
Identification of the Potential Key Genes and Pathways Involved in Lens Changes of High Myopia.
Article in International journal of general medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 15 citations in OpenAlex.
- Associations between Ocular Surface Microbiome and Refractive Status in Children and Adolescents.Ophthalmology science · 2026Article
- Electroacupuncture alleviates damage to myopic RGCs probably through lncRNA-XR_002789763.1-mediated mitophagy.Chinese medicine · 2025Article
- Myopia development: multifactorial interplay, molecular mechanisms and possible strategies.Frontiers in medicine · 2025Review
- Identification of Potential Drug Targets for Myopia Through Mendelian Randomization.Investigative ophthalmology & visual science · 2024Article
- Unveiling the role of CaMKII in retinal degeneration: from biological mechanism to therapeutic strategies.Cell & bioscience · 2024Review
- LncRNA-XR_002792574.1-mediated ceRNA network reveals potential biomarkers in myopia-induced retinal ganglion cell damage.Journal of translational medicine · 2023Article
- Association of Behavioral and Clinical Risk Factors With Cataract: A Two-Sample Mendelian Randomization Study.Investigative ophthalmology & visual science · 2023Article
- Effects of inflammation on myopia: evidence and potential mechanisms.Frontiers in immunology · 2023Review
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Authors and funding
3 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
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.
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