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Huang F, Chen Y, Wu J, Zheng S, Huang R, Wan W, Hu K. Comprehensive bioinformatics analysis of metabolism‑related microRNAs in high myopia in young and old adults with age‑related cataracts. Mol Med Rep 2025; 31:46. [PMID: 39635836 PMCID: PMC11638740 DOI: 10.3892/mmr.2024.13411] [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: 06/12/2024] [Accepted: 09/30/2024] [Indexed: 12/07/2024] Open
Abstract
High myopia and age‑related cataracts are prevalent ocular disorders that compromise visual acuity. The molecular mechanisms underlying these conditions remain largely unclear. Here, microRNA (miRNA or miR) sequencing was performed on aqueous humor samples obtained from individuals with age‑related cataracts and high myopia (AH, n=9), young patients with high myopia (YH, n=9) and a control group of elderly patients with age‑related cataracts, matched in terms of sex and age (AN, n=9). miRNA sequencing and differential expression were performed. Intersecting miRNAs were identified, as well as metabolism‑related genes from MsigDB were intersected with miRNA target genes. Functional enrichment was performed and disease targets predicted using DisGeNET. A protein‑protein interaction network was built with STRING, and hub genes were identified via Cytoscape. GeneMANIA analyzed hub genes, while drug predictions were made using Comparative Toxicogenomics Database. Long non‑coding RNAs and transcription factors were predicted via mirNet and ChEA3. Results were validated by RT‑qPCR. A total of 18 miRNAs were significantly differential expressed between AH and AN group, of which eight were up‑ and 10 were downregulated. A total of 23 miRNAs were significantly differential expressed between the YH and AN group, of which six were up‑ and 17 were downregulated. hsa‑miR‑490‑3p, hsa‑miR‑4423‑3p and hsa‑miR‑4485‑3p may serve as characteristic miRNAs. A total of 289 target genes were predicted. Functional enrichment analysis yielded 169 terms, with 'herpes simplex virus 1 infection' the most significantly enriched. There were 19 metabolism‑associated target genes linked with these miRNAs, suggesting a potential role of metabolic processes in pathogenesis of these conditions. The biosynthetic process of carbohydrate derivatives may serve a key role during the development of high myopia. There were 10 hub genes and Propionyl‑CoA Carboxylase Subunit β could potentially serve as a biomarker. Drugs that could modulate their function were predicted; cyclosporine, tretinoin and acetaminophen may exert a broad influence on these hub genes. Hub gene networks based on the miRNAs were constructed to predict 44 associated long non‑coding RNAs and 98 transcription factors. The present findings offer novel insights into the molecular mechanisms of age‑related cataracts and high myopia and propose potential therapeutic targets.
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Affiliation(s)
- Fanfan Huang
- The First Affiliated Hospital of Chongqing Medical University, Chongqing Key Laboratory of Prevention and Treatment on Major Blinding Diseases, Chongqing Eye Institute, Chongqing Branch (Municipality Division) of National Clinical Research Centre for Ocular Diseases, Chongqing 400016, P.R. China
| | - Yanyi Chen
- The First Affiliated Hospital of Chongqing Medical University, Chongqing Key Laboratory of Prevention and Treatment on Major Blinding Diseases, Chongqing Eye Institute, Chongqing Branch (Municipality Division) of National Clinical Research Centre for Ocular Diseases, Chongqing 400016, P.R. China
| | - Jiaxue Wu
- The First Affiliated Hospital of Chongqing Medical University, Chongqing Key Laboratory of Prevention and Treatment on Major Blinding Diseases, Chongqing Eye Institute, Chongqing Branch (Municipality Division) of National Clinical Research Centre for Ocular Diseases, Chongqing 400016, P.R. China
| | - Shijie Zheng
- The First Affiliated Hospital of Chongqing Medical University, Chongqing Key Laboratory of Prevention and Treatment on Major Blinding Diseases, Chongqing Eye Institute, Chongqing Branch (Municipality Division) of National Clinical Research Centre for Ocular Diseases, Chongqing 400016, P.R. China
| | - Rongxi Huang
- Department of Endocrinology, Chongqing General Hospital, Chongqing 401147, P.R. China
| | - Wenjuan Wan
- The First Affiliated Hospital of Chongqing Medical University, Chongqing Key Laboratory of Prevention and Treatment on Major Blinding Diseases, Chongqing Eye Institute, Chongqing Branch (Municipality Division) of National Clinical Research Centre for Ocular Diseases, Chongqing 400016, P.R. China
| | - Ke Hu
- The First Affiliated Hospital of Chongqing Medical University, Chongqing Key Laboratory of Prevention and Treatment on Major Blinding Diseases, Chongqing Eye Institute, Chongqing Branch (Municipality Division) of National Clinical Research Centre for Ocular Diseases, Chongqing 400016, P.R. China
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Zhang Z, Lv L, Chen D, Li F, Zhou J. Molecular changes in intraocular fluid: implications for myopia. Int J Biol Sci 2024; 20:5330-5342. [PMID: 39430251 PMCID: PMC11489174 DOI: 10.7150/ijbs.101438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Accepted: 09/22/2024] [Indexed: 10/22/2024] Open
Abstract
Myopia is the most common eye disease in the world which is caused by a mismatch between the optical power of the eye and its excessive axial length. Scleral remodeling, oxidative stress, inflammation, pathological states of angiogenesis and fibrosis and metabolism are closely associated with the onset and progression of myopia and the pathological changes that may ultimately result. Intraocular fluid is a collective term for the fluid within the eye, and changes in its composition can reflect the physiological and pathological status within the eye, with aqueous humor and vitreous being the commonly tested specimens. Recent studies have revealed potential changes in a variety of molecules in intraocular fluid during myopia progression. Abnormal expression of these molecules may reflect different stages of myopia and provide new perspectives for disease monitoring and treatment. Therefore, in this review, we systematically review the molecular changes in intraocular fluid associated with myopia, as well as the possible mechanisms, with a view to informing basic myopia research and clinical work.
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Affiliation(s)
- Zewei Zhang
- Department of Ophthalmology, Shanghai Ninth People's Hospital, China
- College of Health Science and Technology, Shanghai Jiao Tong University School of Medicine, China
| | - Lingfeng Lv
- Department of Ophthalmology, Shanghai Ninth People's Hospital, China
- College of Health Science and Technology, Shanghai Jiao Tong University School of Medicine, China
| | - Dongmei Chen
- Department of Laboratory Medicine, the First Affiliated Hospital, Fujian Medical University, China
| | - Fang Li
- Department of Ophthalmology, Shanghai Ninth People's Hospital, China
- College of Health Science and Technology, Shanghai Jiao Tong University School of Medicine, China
| | - Jibo Zhou
- Department of Ophthalmology, Shanghai Ninth People's Hospital, China
- College of Health Science and Technology, Shanghai Jiao Tong University School of Medicine, China
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Bao Y, Ding G, Yu H, He Y, Wu J. Regulation of TGF-β2-induced epithelial-mesenchymal transition and autophagy in lens epithelial cells by the miR-492/ NPM1 axis. BIOMOLECULES & BIOMEDICINE 2024; 24:1273-1289. [PMID: 38662949 PMCID: PMC11378993 DOI: 10.17305/bb.2024.10249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/07/2024] [Revised: 04/02/2024] [Accepted: 04/02/2024] [Indexed: 09/07/2024]
Abstract
A cataract is a clinically common blinding disease closely related to the ageing of the eye cells, which has become a major health killer in the elderly. Our research seeks to analyze the primary targets linked to the pathogenesis of cataracts during the ageing process. We performed bioinformatics analyses on the GSE101727 dataset to discover genes linked with ageing and cataracts. To explore the impacts of Nucleophosmin 1 (NPM1) on cell apoptosis, proliferation, as well as epithelial-mesenchymal transition (EMT) processes, in vitro tests such as western blotting, flow cytometry, and MTT were carried out. Additionally, the study incorporated transforming growth factor β2 (TGF-β2) to examine its function in cellular responses, chloroquine (CQ) to regulate autophagic flow, and H2O2 therapy to mimic oxidative stress. Our study discovered seven ageing-related genes, including NPM1, that had substantial relationships with cataracts. NPM1 overexpression was shown to boost cell proliferation and prevent apoptosis in SRA01/04 cells. Notably, NPM1 modulated the TGF-β signalling pathway, influencing cell proliferation and EMT processes. miR-429 was shown to be adversely regulating NPM1 and autophagy-related proteins, as demonstrated by changes in their expression in response to TGF-β2 treatment. Furthermore, NPM1 knockdown restored autophagy activity suppressed by miR-429 mimics, indicating a complex interaction of miR-429, NPM1, and TGF-β2 pathways in regulating autophagy and EMT. Lens epithelial cell proliferation and apoptosis were largely regulated by NPM1, as well as autophagy and EMT, which were significantly mediated by TGF-β2 and the miR-429/NPM1 axis. These results imply new possible targets for prognosis and therapy of cataracts.
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Affiliation(s)
- Yanqiong Bao
- Department of Ophthalmology, Zhenhai Longsai Hospital, Zhejiang, China
| | - Guangjie Ding
- Department of Ophthalmology, Zhenhai Longsai Hospital, Zhejiang, China
| | - Haiqing Yu
- Department of Ophthalmology, Zhenhai Longsai Hospital, Zhejiang, China
| | - Yawei He
- Department of Ophthalmology, Zhenhai Longsai Hospital, Zhejiang, China
| | - Jiayan Wu
- Department of Health Management Center, Zhenhai Longsai Hospital, Zhejiang, China
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Luo JW, Chen YH, Yu JF, Chen YX, Ji M, Guan HJ. Pain perception enhancement in consecutive second-eye phacoemulsification cataract surgeries under topical anesthesia. Int J Ophthalmol 2024; 17:1510-1518. [PMID: 39156768 PMCID: PMC11286442 DOI: 10.18240/ijo.2024.08.18] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 01/30/2024] [Indexed: 08/20/2024] Open
Abstract
Cataract is the main cause of visual impairment and blindness worldwide while the only effective cure for cataract is still surgery. Consecutive phacoemulsification under topical anesthesia has been the routine procedure for cataract surgery. However, patients often grumbled that they felt more painful during the second-eye surgery compared to the first-eye surgery. The intraoperative pain experience has negative influence on satisfaction and willingness for second-eye cataract surgery of patients with bilateral cataracts. Intraoperative ocular pain is a complicated process induced by the nociceptors activation in the peripheral nervous system. Immunological, neuropsychological, and pharmacological factors work together in the enhancement of intraoperative pain. Accumulating published literatures have focused on the pain enhancement during the second-eye phacoemulsification surgeries. In this review, we searched PubMed database for articles associated with pain perception differences between consecutive cataract surgeries published up to Feb. 1, 2024. We summarized the recent research progress in mechanisms and interventions for pain perception enhancement in consecutive second-eye phacoemulsification cataract surgeries. This review aimed to provide novel insights into strategies for improving patients' intraoperative experience in second-eye cataract surgeries.
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Affiliation(s)
- Jia-Wei Luo
- Eye Institute, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China
| | - Yan-Hua Chen
- Nantong Center for Disease Control and Prevention, Nantong 226001, Jiangsu Province, China
| | - Jian-Feng Yu
- Eye Institute, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China
| | - Yi-Xun Chen
- Eye Institute, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China
| | - Min Ji
- Eye Institute, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China
| | - Huai-Jin Guan
- Eye Institute, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China
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Pan S, Yuan J, Jin Y, Liu X, Wu S, Wang Y, Yao H, Cheng L. Innate immune responsive inflammation in development of progressive myopia. Eye (Lond) 2024; 38:1542-1548. [PMID: 38287111 PMCID: PMC11126664 DOI: 10.1038/s41433-024-02947-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 01/06/2024] [Accepted: 01/17/2024] [Indexed: 01/31/2024] Open
Abstract
PURPOSE Inflammation has been implicated for development of myopia. It is not clear when inflammation is kicked in during the course of myopia, and what characteristics of the inflammation. In this study, we tested for cytokines from aqueous humour of eyes with wide spectrum of refractive status for profiling the inflammation. METHODS Aqueous humour of 142 patient eyes were tested for soluble intercellular adhesion molecule 1 (sICAM-1), monocyte chemoattractant protein-1 (MCP-1), and transforming growth factor-beta 2 (TGF-β2) using an enzyme-linked immunosorbent assay (ELISA). Eye globe axial length of these patients ranged from emmetropia to high myopia. RESULTS Of 142 patients, an average axial length is 25.51 ± 3.31 mm, with a range of 21.56-34.37 mm. There are 36 cases in lower 25 percentile, 37 cases in upper 25 percentile, and 69 case in the middle 50 percentile. sICAM-1 and MCP-1 were significantly higher in the eyes with staphyloma (407.48 pg/mL, 312.31 pg/mL, n = 33) or macular schisis (445.86 pg/mL,345.33 pg/mL, n = 19) than that in the eyes without these changes (206.44 pg/mL, 244.76 pg/mL, n = 107). All three cytokines level was significantly associated with eye globe axial in a positive mode while adjusting for the age and sex. Strength of the association was the greatest for sICAM-1 and the weakest for TGF- β2. MCP-1 was in between. CONCLUSION sICAM-1 and MCP-1 in ocular fluid may be indicative biomarkers for progressive high myopia and the underneath autoimmune inflammation. sICAM-1 may be used as a monitoring biomarker for development of pathologic myopia.
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Affiliation(s)
- Suqi Pan
- The Affiliated Ningbo Eye Hospital of Wenzhou Medical University, Ningbo, China
| | - Jianshu Yuan
- The Affiliated Ningbo Eye Hospital of Wenzhou Medical University, Ningbo, China
| | - Yuanhui Jin
- Department of Ophthalmology, Dongyang People's Hospital, Dongyang, China
| | - Xiaotian Liu
- The Affiliated Ningbo Eye Hospital of Wenzhou Medical University, Ningbo, China
| | - Shanjun Wu
- The Affiliated Ningbo Eye Hospital of Wenzhou Medical University, Ningbo, China
| | - Yuwen Wang
- The Affiliated Ningbo Eye Hospital of Wenzhou Medical University, Ningbo, China
| | - Hongyan Yao
- The Affiliated Ningbo Eye Hospital of Wenzhou Medical University, Ningbo, China
| | - Lingyun Cheng
- Jacob's Retina Center at Shiley Eye Institute, Department of Ophthalmology, University of California San Diego, La Jolla, CA, USA.
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Hui N, Yu L, Qu L, Yan H. Cytokines in aqueous humor of patients with congenital cataract during delayed sequential bilateral cataract surgery. BMC Ophthalmol 2023; 23:490. [PMID: 38031045 PMCID: PMC10688144 DOI: 10.1186/s12886-023-03239-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 11/21/2023] [Indexed: 12/01/2023] Open
Abstract
BACKGROUND To explore the changes of cytokines expression in aqueous humor (AH) of eyes of patients with congenital cataract (CC) who underwent delayed sequential bilateral cataract surgery (DSBCS). METHODS 28 patients with CC underwent DSBCS. AH samples were collected from each eye before surgery. The contents of cytokines in AH were detected by Luminex xMAP Technology. RESULTS There was no significant difference in the expression of IL-8, IP-10, MCP-1 and PDGFAA in the AH of the first and second eyes (P = 0.35, 0.39, 0.17, respectively). The level of IL-8 in the first-eye AH was negatively correlated with age (ρ=- 0.519, P = 0.008). IP-10 and MCP-1 in the second-eye AH were negatively correlated with age (ρ=- 0.483, P = 0.009; ρ=- 0.445, P = 0.018,respectively). CONCLUSION The first-eye surgery in patients with CC may not cause the change of cytokines in the contralateral eye. The expression of IL-8, IP-10 and MCP-1 in the AH was negatively correlated with the age of patients. TRIAL REGISTRATION The study was registered at www.chictr.org.cn on March 22, 2022 and the clinical trial number is ChiCTR2200057927.
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Affiliation(s)
- Na Hui
- Shaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, 710004, Xi'an, China
| | - Lei Yu
- Shaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, 710004, Xi'an, China
| | - Laiqiang Qu
- Shaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, 710004, Xi'an, China
| | - Hong Yan
- Shaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, 710004, Xi'an, China.
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Saleh VM, Auda IG, Ali EN. The C/A functional polymorphism of TGF-β2 gene (rs991967) in primary open angle glaucoma patients. Mol Biol Rep 2023; 50:7197-7203. [PMID: 37418083 DOI: 10.1007/s11033-023-08503-4] [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: 11/11/2022] [Accepted: 05/04/2023] [Indexed: 07/08/2023]
Abstract
BACKGROUND Primary Open-angle Glaucoma (POAG) is a functional disease that.leads to blindness globally. The aims of this study are estimation the importance.of transforming growth factor-beta 2 (TGF-β2) in the pathogenicity of POAG and.to evaluate the effect of the C/A SNP of the TGF-β2 gene (rs991967) on POAG development. METHODS Blood samples and some topographic data were collected from POAG.patients and the controls. The serum level of TGF-β2 was estimated by ELISA.and the C/A SNP of the TGF-β2 gene (rs991967) was determined by RFLP-PCR. RESULTS The males are more susceptible to having POAG (p = 0.0201). The serum.TGF-β2 is higher in POAG patients as compared with the control (p < 0.0001). The.AA (reference) genotype was the most common in the patients (61.7%). While..CC genotype (45.0%, OR: 0.136, 95%CI: 0.05-0.36, P < 0.0001) and AC..genotypes (41.7%, OR: 0.051, 95%CI: 0.01-0.16, P < 0.001) were most common..in the control group. Moreover, the TGF-β2 C allele is protective (OR: 0.25,..95%, CI: 0.15-0.44, P < 0.0001). Patients with AA, CC, and AC genotypes have..significantly high levels of TGF-β2 (P < 0.001) than the control. CONCLUSIONS The males were more susceptible to acquiring POAG than females,.. especially the elderly. The TGF-β2 plays important role in the pathogenesis of POAG. The CC and AC genotypes are common in the control and the C allele is a protective factor.
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Affiliation(s)
- Vian Mohammed Saleh
- Department of Biology -College of Science-Mustansiriyah University, Baghdad, Iraq.
| | - Ibtesam Ghadban Auda
- Department of Biology -College of Science-Mustansiriyah University, Baghdad, Iraq
| | - Ekhlass N Ali
- Department of Biology -College of Science-Mustansiriyah University, Baghdad, Iraq
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De Piano M, Cacciamani A, Balzamino BO, Scarinci F, Cosimi P, Cafiero C, Ripandelli G, Micera A. Biomarker Signature in Aqueous Humor Mirrors Lens Epithelial Cell Activation: New Biomolecular Aspects from Cataractogenic Myopia. Biomolecules 2023; 13:1328. [PMID: 37759728 PMCID: PMC10526747 DOI: 10.3390/biom13091328] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 07/24/2023] [Accepted: 08/07/2023] [Indexed: 09/29/2023] Open
Abstract
Inflammatory, vasculogenic, and profibrogenic factors have been previously reported in vitreous (VH) and aqueous (AH) humors in myopic patients who underwent cataract surgery. In light of this, we selected some mediators for AH and anterior-capsule-bearing lens epithelial cell (AC/LEC) analysis, and AH expression was correlated with LEC activation (epithelial-mesenchymal transition and EMT differentiation) and axial length (AL) elongation. In this study, AH (97; 41M/56F) and AC/LEC samples (78; 35M/43F) were collected from 102 patients who underwent surgery, and biosamples were grouped according to AL elongation. Biomolecular analyses were carried out for AH and LECs, while microscopical analyses were restricted to whole flattened AC/LECs. The results showed increased levels of interleukin (IL)-6, IL-8, and angiopoietin-2 (ANG)-2 and decreased levels of vascular endothelium growth factor (VEGF)-A were detected in AH depending on AL elongation. LECs showed EMT differentiation as confirmed by the expression of smooth muscle actin (α-SMA) and transforming growth factor (TGF)-βR1/TGFβ isoforms. A differential expression of IL-6R/IL-6, IL-8R/IL-8, and VEGF-R1/VEGF was observed in the LECs, and this expression correlated with AL elongation. The higher VEGF-A and lower VEGF-D transcript expressions were detected in highly myopic LECs, while no significant changes were monitored for VEGF-R transcripts. In conclusion, these findings provide a strong link between the AH protein signature and the EMT phenotype. Furthermore, the low VEGF-A/ANG-2 and the high VEGF-A/VEGF-D ratios in myopic AH might suggest a specific inflammatory and profibrogenic pattern in high myopia. The highly myopic AH profile might be a potential candidate for rating anterior chamber inflammation and predicting retinal distress at the time of cataract surgery.
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Affiliation(s)
- Maria De Piano
- Research and Development Laboratory for Biochemical, Molecular and Cellular Applications in Ophthalmological Science, IRCCS-Fondazione Bietti, 00184 Rome, Italy; (M.D.P.); (B.O.B.)
| | - Andrea Cacciamani
- Surgical Retina Research Unit, IRCCS-Fondazione Bietti, 00184 Rome, Italy; (A.C.); (F.S.); (P.C.); (G.R.)
| | - Bijorn Omar Balzamino
- Research and Development Laboratory for Biochemical, Molecular and Cellular Applications in Ophthalmological Science, IRCCS-Fondazione Bietti, 00184 Rome, Italy; (M.D.P.); (B.O.B.)
| | - Fabio Scarinci
- Surgical Retina Research Unit, IRCCS-Fondazione Bietti, 00184 Rome, Italy; (A.C.); (F.S.); (P.C.); (G.R.)
| | - Pamela Cosimi
- Surgical Retina Research Unit, IRCCS-Fondazione Bietti, 00184 Rome, Italy; (A.C.); (F.S.); (P.C.); (G.R.)
| | - Concetta Cafiero
- Anatomic Pathology Unit, Fabrizio Spaziani Hospital, 03100 Frosinone, Italy;
| | - Guido Ripandelli
- Surgical Retina Research Unit, IRCCS-Fondazione Bietti, 00184 Rome, Italy; (A.C.); (F.S.); (P.C.); (G.R.)
| | - Alessandra Micera
- Research and Development Laboratory for Biochemical, Molecular and Cellular Applications in Ophthalmological Science, IRCCS-Fondazione Bietti, 00184 Rome, Italy; (M.D.P.); (B.O.B.)
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Li X, Li J, Sun D, Ma T, Chen W, Ye Z, Li Z. Development and Validation of a Prediction Model for Nd:YAG Laser Capsulotomy: A Retrospective Cohort Study of 9768 eyes. Ophthalmol Ther 2023; 12:1893-1912. [PMID: 37133707 PMCID: PMC10287599 DOI: 10.1007/s40123-023-00723-y] [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: 02/27/2023] [Accepted: 04/20/2023] [Indexed: 05/04/2023] Open
Abstract
INTRODUCTION Posterior capsular opacification (PCO) is the most common complication of cataract surgery. In this study, we develop a model to quantitatively predict the probability of Nd:YAG laser capsulotomy for vision-threatening PCO to improve the life quality of postoperative patients. METHODS A registry analysis of cataract procedures performed between the years 2010 and 2021. Following the screening of 16,802 patients (25,883 eyes), 9768 patients (eyes) were enrolled. The cohort was randomly divided into two groups: training (n = 6838) and validation (n = 2930). To identify relevant risk factors, univariate, multivariate, and Least Absolute Shrinkage and Selection Operator (LASSO) algorithm Cox regression analysis were employed, and a nomogram was created to demonstrate the prediction result. RESULTS At 5 years, the overall cumulative incidence of Nd:YAG laser capsulotomy was 12.0% (1169/9768). The following variables were included in the prediction model: sex [hazard ratio (HR) = 1.53, 95% CI 1.32-1.76], age (HR = 0.71, 95% CI 0.56-0.88), intraocular lens (IOL) material (HR = 2.65, 95% CI 2.17-3.24), high myopia (HR = 2.28, 95% CI 1.90-2.75), and fibrinogen (HR = 0.79, 95% CI 0.72-0.88). In the validation cohort, the area under the curve (AUC) of 1-, 3-, and 5-year predictions for Nd:YAG laser capsulotomy were 0.702, 0.691, and 0.688, respectively. For a subgroup of patients with high myopia, the protective effect of hydrophobic IOL disappeared (HR = 0.68, 95% CI 0.51-1.12, P = 0.127). CONCLUSION This model could predict the probability of Nd:YAG laser capsulotomy for vision-threatening PCO after cataract surgery by taking into account factors such as age, gender, IOL material, high myopia, and fibrinogen. Meanwhile, implantation of a hydrophobic IOL in individuals with high myopia did not demonstrate a protective impact against vision-threatening PCO.
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Affiliation(s)
- Xuanlong Li
- Medical School of Chinese PLA, Beijing, 100853 China
- Department of Ophthalmology, The Third Medical Center, Chinese PLA General Hospital, Beijing, 100039 China
| | - Jinglan Li
- Medical School of Chinese PLA, Beijing, 100853 China
- Department of Ophthalmology, The Third Medical Center, Chinese PLA General Hospital, Beijing, 100039 China
| | - Di Sun
- Medical School of Chinese PLA, Beijing, 100853 China
- Department of Ophthalmology, The Third Medical Center, Chinese PLA General Hospital, Beijing, 100039 China
| | - Tianju Ma
- Department of Ophthalmology, The Third Medical Center, Chinese PLA General Hospital, Beijing, 100039 China
| | - Wenqian Chen
- Department of Ophthalmology, The Third Medical Center, Chinese PLA General Hospital, Beijing, 100039 China
| | - Zi Ye
- Department of Ophthalmology, The Third Medical Center, Chinese PLA General Hospital, Beijing, 100039 China
| | - Zhaohui Li
- Department of Ophthalmology, The Third Medical Center, Chinese PLA General Hospital, Beijing, 100039 China
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