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Zhang K, Chen L, Qu L, Yan H. A comprehensive investigation of identifying miRNA biomarkers and their potential role in age-related cataract by meta-analysis and bioinformatics analysis. Graefes Arch Clin Exp Ophthalmol 2025:10.1007/s00417-024-06723-3. [PMID: 39760860 DOI: 10.1007/s00417-024-06723-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2023] [Revised: 10/19/2024] [Accepted: 12/17/2024] [Indexed: 01/07/2025] Open
Abstract
PURPOSE Age-related cataract (ARC) remains one of the leading causes of blindness globally. Despite the satisfactory outcomes of surgical interventions, significant disparities in access to medical care prevent many patients from receiving effective treatment. Thus, identifying reliable biomarkers and therapeutic targets to expand treatment options for ARC is essential. Recent evidence indicates that microRNAs (miRNAs) play a role in the development of cataracts and may serve as promising biomarkers. Consequently, this study aims to investigate miRNAs' levels and potential functions in ARC. METHODS We conducted a meta-analysis following the PRISMA guidelines by searching three databases from inception to March 31, 2023. The quality of the articles was assessed using the NOS. Subsequently, the targets of the miRNAs identified in the meta-analysis were predicted using six databases, and their GO functions and KEGG pathway enrichment information were analyzed via DAVID. RESULTS An initial search yielded 225 publications, from which 22 miRNAs across 37 studies were selected for our meta-analysis. We identified eight differentially expressed miRNAs (DEmiRNAs) in ARC, comprising two up-regulated miRNAs (miR-124 and miR-125a) and six down-regulated miRNAs (miR-15a, miR-23b, miR-34a, miR-221, miR-222, and miR-378a). A total of 972 targets for these miRNAs have been confirmed, and subsequent bioinformatics analysis has revealed their potential functions and pathways in various ARC-related processes. CONCLUSIONS This study indicates that eight differentially expressed miRNAs (miRNA-15a, miRNA-23b, miRNA-34a, miRNA-124, miRNA-125a, miRNA-221, miRNA-222, and miRNA-378a) may serve as biomarkers for ARC. Bioinformatics analyses suggest varied potential roles for each miRNA, providing a framework for future research in ARC. This systematic evaluation represents the initial depiction of the miRNA-biomarker landscape in ARC. KEY MESSAGES What is known MicroRNAs(miRNAs) could serve as biomarkers for age-related cataract(ARC) since their abundances are associated with ARC and can play a role in cataractogenesis. However, existing studies have reported inconsistent results regarding the miRNA level in ARC. Therefore, achieving a consensus on the role of miRNAs in ARC is essential to clarify their involvement. What is new This study suggested that eight differentially expressed miRNAs (miRNA-15a, miRNA-23b, miRNA-34a, miRNA-124, miRNA-125a, miRNA-221, miRNA-222, and miRNA-378a) may serve as biomarkers for ARC. Our bioinformatics analysis identified various potential roles for each miRNA, which could guide future research on ARC.
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Affiliation(s)
- Kaiyun Zhang
- Shaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, No. 21 Jiefang Road, Xi'an, Shaanxi Province, 710004, China
| | - Li Chen
- Shaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, No. 21 Jiefang Road, Xi'an, Shaanxi Province, 710004, China
| | - Laiqiang Qu
- Shaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, No. 21 Jiefang Road, Xi'an, Shaanxi Province, 710004, China
| | - Hong Yan
- Shaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, No. 21 Jiefang Road, Xi'an, Shaanxi Province, 710004, China.
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Cui F, Sun Z, Zhang X, Liu C. CircMAP3K4 Suppresses H2O2-Induced Human Lens Epithelial Cell Injury by miR-630/ERCC6 Axis in Age-Related Cataract. Curr Eye Res 2024; 49:487-495. [PMID: 38152055 DOI: 10.1080/02713683.2023.2298908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 12/20/2023] [Indexed: 12/29/2023]
Abstract
BACKGROUND Dysregulated circular RNAs (circRNAs) is involved in the pathogenesis of age-related cataract (ARC). Here, this study aimed to explore the function and mechanism of circMAP3K4 in ARC. METHODS Human lens epithelial cells were exposed to hydrogen peroxide (H2O2) for functional experiments. qRT-PCR and western blotting analyses were used for the expression detection of genes and proteins. Cell proliferation was tested using cell counting kit-8 and EdU. Flow cytometry was applied to analyze cell apoptosis and cell cycle. The oxidative stress was evaluated by detecting the production of malondialdehyde (MDA), reactive oxygen species (ROS), and superoxide dismutase (SOD). The target relationship between miR-630 and circMAP3K4 or Excision repair cross-complementing group 6 (ERCC6) was analyzed by dual-luciferase reporter assay and RIP assay. RESULTS CircMAP3K4 was lowly expressed in ARC patients and H2O2-induced HLECs. Functionally, forced expression of circMAP3K4 protected HLECs against H2O2-evoked proliferation inhibition, cell cycle arrest and the promotion of cell apoptosis and oxidative stress. Mechanistically, circMAP3K4 acted as a sponge for miR-630 to regulate the expression of its target ERCC6. MiR-630 was highly expressed while ERCC6 was lowly expressed in ARC patients and H2O2-induced HLECs. Up-regulation of miR-630 could reverse the protective effects of circMAP3K4 on HLECs under H2O2 treatment. In addition, inhibition of miR-630 suppressed H2O2-induced HLEC injury, which was abolished by ERCC6 silencing. CONCLUSION Forced expression of circMAP3K4 protected HLECs against H2O2-evoked apoptotic and oxidative injury via miR-630/ERCC6 axis, suggesting that circMAP3K4 may function as a potential therapeutic target for ARC.
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Affiliation(s)
- Fenghua Cui
- Department of Ophthalmology, the Jinan Second People's Hospital, Jinan City, Shandong, China
| | - Zhonghua Sun
- Department of Ophthalmology, the Jinan Second People's Hospital, Jinan City, Shandong, China
| | - Xueyan Zhang
- Department of Ophthalmology, the Jinan Second People's Hospital, Jinan City, Shandong, China
| | - Cuijuan Liu
- Department of Ophthalmology, the Jinan Second People's Hospital, Jinan City, Shandong, China
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Zhou S, Qi M, Luo Y, Li W, Liu Y, Guo C, Wei W, Chen G, Tu P, Feng H, Pan Y. Radical-Induced Dissociation for Oligonucleotide Sequencing by TiO 2/ZnAl-Layered Double Oxide-Assisted Laser Desorption/Ionization Mass Spectrometry. Anal Chem 2023; 95:16505-16513. [PMID: 37902600 DOI: 10.1021/acs.analchem.3c02166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2023]
Abstract
De novo sequencing of oligonucleotides remains challenging, especially for oligonucleotides with post-transcriptional or synthetic modifications. Mass spectrometry (MS) sequencing can reliably detect and locate all of the modification sites in oligonucleotides via m/z variance. However, current MS-based sequencing methods exhibit complex spectra and low ion abundance and usually require coupled instrumentation. Herein, we demonstrate a method of oligonucleotide sequencing using TiO2/ZnAl-layered double oxide (LDO)-assisted laser desorption/ionization (LDI)-MS based on radical-induced dissociation (RID). ·CH2OH radicals can be produced on the surface of a TiO2/ZnAl-LDO matrix via ultraviolet light, inducing an attack on the active site of the oligonucleotide phosphate skeleton to create typical "a-, a-B-, c·-, d-, w-, and y"-type fragments. Compared with the spectra obtained via collision-based methods, such as collision-induced dissociation and higher-energy collisional dissociation, the LDI-MS spectra based on RID exhibit single-charged signals, fewer types of fragments, and a lower proportion of unknown noise peaks. We demonstrate full sequence coverage for a 6-mer 2'-O-methyl-modified oligonucleotide and a 21-mer small interfering RNA and show that RID can sequence oligonucleotides with modifications. Importantly, the mechanism responsible for the RID of the oligonucleotide phosphate skeleton was investigated through offline experiments, demonstrating consistent results with density functional theory calculations.
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Affiliation(s)
- Shiwen Zhou
- Department of Chemistry, Zhejiang University, Zhejiang, Hangzhou 310027, China
| | - Menghui Qi
- Department of Chemistry, Zhejiang University, Zhejiang, Hangzhou 310027, China
| | - Yuanqing Luo
- Department of Chemistry, Zhejiang University, Zhejiang, Hangzhou 310027, China
| | - Wangyu Li
- Department of Chemistry, Zhejiang University, Zhejiang, Hangzhou 310027, China
| | - Yaqin Liu
- Department of Chemistry, Zhejiang University, Zhejiang, Hangzhou 310027, China
| | - Cheng Guo
- Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education), The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang, Hangzhou 310009, China
| | - Wei Wei
- Department of Chemistry, Zhejiang University, Zhejiang, Hangzhou 310027, China
| | - Guanru Chen
- Department of Chemistry, Zhejiang University, Zhejiang, Hangzhou 310027, China
| | - Peijun Tu
- Department of Environmental Medicine and Public Health, Mount Sinai Hospital, New York 10029, United States
| | - Hongru Feng
- Department of Chemistry, Zhejiang University, Zhejiang, Hangzhou 310027, China
| | - Yuanjiang Pan
- Department of Chemistry, Zhejiang University, Zhejiang, Hangzhou 310027, China
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Chen S, Zhang C, Shen L, Hu J, Chen X, Yu Y. Noncoding RNAs in cataract formation: star molecules emerge in an endless stream. Pharmacol Res 2022; 184:106417. [PMID: 36038044 DOI: 10.1016/j.phrs.2022.106417] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 08/24/2022] [Accepted: 08/24/2022] [Indexed: 11/30/2022]
Abstract
For decades, research on the pathological mechanism of cataracts has usually focused on the abnormal protein changes caused by a series of risk factors. However, an entire class of molecules, termed non-coding RNA (ncRNA), was discovered in recent years and proven to be heavily involved in cataract formation. Recent studies have recognized the key regulatory roles of ncRNAs in cataracts by shaping cellular activities such as proliferation, apoptosis, migration and epithelial-mesenchymal transition (EMT). This review summarizes our current insight into the biogenesis, properties and functions of ncRNAs and then discusses the development of research on ncRNAs in cataracts. Considering the significant role of ncRNA in cataract formation, research on novel associated regulatory mechanisms is urgently needed, and the development of therapeutic alternatives for the treatment of cataracts seems promising.
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Affiliation(s)
- Silong Chen
- Eye Center of the Second Affiliated Hospital, Medical College of Zhejiang University, 88 Jiefang Road, Hangzhou, China
| | - Chengshou Zhang
- Eye Center of the Second Affiliated Hospital, Medical College of Zhejiang University, 88 Jiefang Road, Hangzhou, China
| | - Lifang Shen
- Eye Center of the Second Affiliated Hospital, Medical College of Zhejiang University, 88 Jiefang Road, Hangzhou, China
| | - Jianghua Hu
- Eye Center of the Second Affiliated Hospital, Medical College of Zhejiang University, 88 Jiefang Road, Hangzhou, China; Department of Ophthalmology, Jiande Branch, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Xiangjun Chen
- Eye Center of the Second Affiliated Hospital, Medical College of Zhejiang University, 88 Jiefang Road, Hangzhou, China; Institute of Translational Medicine, Zhejiang University School of Medicine, 268 Kaixuan Road, China.
| | - Yibo Yu
- Eye Center of the Second Affiliated Hospital, Medical College of Zhejiang University, 88 Jiefang Road, Hangzhou, China.
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Zhang M, Luo J, Chen X, Chen Y, Li P, Zhang G, Guan H, Lu P. Identification and Integrated Analysis of the miRNA-mRNA Regulatory Network in Lens from an H 2O 2-Induced Zebrafish Cataract Model. Curr Eye Res 2022; 47:854-865. [PMID: 35315700 DOI: 10.1080/02713683.2022.2050263] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
PURPOSE This study aimed to explore the regulatory mechanisms of age-related cataract (ARC) formation. METHODS Cataracts in zebrafish were induced by injecting hydrogen peroxide into the fish anterior chamber. The mRNA and miRNA expression profiles of the lens from H2O2-injected and PBS-injected zebrafishes were detected by RNA sequencing. The LIMMA package was applied to identify differentially expressed genes (DEGs). Gene Ontology categories were enriched by the R "cluster Profiler" package and Kyoto Encyclopedia of Genes and Genomes pathway enrichment was performed based on hypergeometric distribution using the R "phyper" function. The protein-protein interaction network of DEGs was built via the STRING. Target genes of differentially expressed miRNAs (DEmiRs) were predicted by miRanda. Furthermore, DEGs were selected as DEmiR targets and a DEmiR-DEG regulatory network was constructed via Cytoscape. RESULTS In total, 3689 DEGs (such as opn1mw4, LOC103908930, si:dkeyp-1h4.8, crispld1b, cyp1a, and gdpd3a) including 2478 upregulated and 1211 downregulated genes were identified. 177 DEmiRs (such as dre-miR-96-3p, dre-miR-182-5p, dre-miR-9-7-3p, and dre-miR-124-4-5p) including 108 upregulated and 69 downregulated miRNAs were detected. The DEGs are involved in cell death, DNA repair, and cell development-related pathways. A protein-protein interaction network including 79 node genes was constructed to explore the interactions of DEGs. Furthermore, a DEmiR-DEG regulatory network focusing on the DNA repair process was constructed, including 21 hub DEGs and 15 hub DEmiRs. CONCLUSIONS We identified several DEGs and constructed a miRNA-mRNA regulatory network related to the DNA repair process in a zebrafish cataract model. These genes participate in the oxidative stress response of lens epithelium cells and finally contribute to the formation of zebrafish cataracts. The hub DEGs and hub DEmiRs could be potential therapeutic targets for ARC.
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Affiliation(s)
- Mu Zhang
- Department of Ophthalmology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Jiawei Luo
- Eye Institute, The Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Xiaoqing Chen
- Department of Party Committee Personnel Work, The Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Yanhua Chen
- Center for Disease Prevention and Control of Nantong City, Nantong, Jiangsu, China
| | - Pengfei Li
- Eye Institute, The Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Guowei Zhang
- Eye Institute, The Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Huaijin Guan
- Eye Institute, The Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Peirong Lu
- Department of Ophthalmology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
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Calpain Inhibitors as Potential Therapeutic Modulators in Neurodegenerative Diseases. Neurochem Res 2022; 47:1125-1149. [PMID: 34982393 DOI: 10.1007/s11064-021-03521-9] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 12/27/2021] [Accepted: 12/28/2021] [Indexed: 02/07/2023]
Abstract
It is considered a significant challenge to understand the neuronal cell death mechanisms with a suitable cure for neurodegenerative disorders in the coming years. Calpains are one of the best-considered "cysteine proteases activated" in brain disorders. Calpain is an important marker and mediator in the pathophysiology of neurodegeneration. Calpain activation being the essential neurodegenerative factor causing apoptotic machinery activation, it is crucial to develop reliable and effective approaches to prevent calpain-mediated apoptosis in degenerating neurons. It has been recently seen that the "inhibition of calpain activation" has appeared as a possible therapeutic target for managing neurodegenerative diseases. A systematic literature review of PubMed, Medline, Bentham, Scopus, and EMBASE (Elsevier) databases was conducted. The present article reviews the basic pathobiology and role of selective calpain inhibitors used in various neurodegenerative diseases as a therapeutic target.
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