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Ruggeri ML, Toto L, Zeppa L, Gironi M, Quarta A, Venturoni P, Aharrh-Gnama A, Porreca A, Di Nicola M, Mastropasqua R. Impact of vitreomacular interface on intravitreal Brolucizumab efficacy in age-related macular neovascularization. Eur J Ophthalmol 2024:11206721241282429. [PMID: 39279473 DOI: 10.1177/11206721241282429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/18/2024]
Abstract
BACKGROUND This study aimed to assess the influence of vitreoretinal interface (VRI) on the outcome of Brolucizumab intravitreal injections (IVBr) in patients with age-related macular neovascularization (MNV). METHODS 40 eyes of 40 patients with active-naive MNV candidates to IVBr were enrolled at the Ophthalmology Clinic of the University "G. d'Annunzio," Chieti-Pescara, Italy. Based on the VRI condition, 20 patients were included in the G0 group (without evidence of VRI alterations), whereas 20 patients were enrolled in the G1 group (with VRI abnormalities). The primary outcome measures were changes in best-corrected visual acuity (BCVA), central macular thickness (CMT), subfoveal choroidal thickness (SCT), pigment epithelial detachment presence and maximum height (PEDMH), intraretinal fluid (IRF) presence, subfoveal subretinal fluid (SSRF) presence and thickness (SSRFT), subretinal pigment epithelium fluid (SRPEF) presence and SRPEF thickness (SRPEFT). RESULTS There were no significant differences in BCVA and SCT between the two groups, although both parameters significantly changed over time (BCVA p 0.005; SCT p < 0.001). No differences in CMT and PEDMH were found between the two groups. SSRF presence showed differences between the two groups at T4 (p 0.044), and IRF presence showed significant differences over time (p 0.008) in favor of MNV eyes without VRI alterations. CONCLUSIONS Concomitant vitreomacular interface disease alterations in eyes treated with IVBr for MNV influenced fluid presence with greater persistence of SSRF and IRF compared to MNV eyes without VRI. Nevertheless, the overall macular thickness and visual function were not significantly different between the two groups.
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Affiliation(s)
- Maria Ludovica Ruggeri
- Ophthalmology Clinic, Department of Medicine and Science of Ageing, D'Annunzio University of Chieti-Pescara, Chieti, Italy
| | - Lisa Toto
- Ophthalmology Clinic, Department of Medicine and Science of Ageing, D'Annunzio University of Chieti-Pescara, Chieti, Italy
| | - Lucio Zeppa
- AORN San Giuseppe Moscati Hospital, Avellino, Italy
| | - Matteo Gironi
- Ophthalmology Clinic, Department of Medicine and Science of Ageing, D'Annunzio University of Chieti-Pescara, Chieti, Italy
| | - Alberto Quarta
- Ophthalmology Clinic, Department of Medicine and Science of Ageing, D'Annunzio University of Chieti-Pescara, Chieti, Italy
| | - Patrizio Venturoni
- Ophthalmology Clinic, Department of Medicine and Science of Ageing, D'Annunzio University of Chieti-Pescara, Chieti, Italy
| | - Agbeanda Aharrh-Gnama
- Ophthalmology Clinic, Department of Medicine and Science of Ageing, D'Annunzio University of Chieti-Pescara, Chieti, Italy
| | - Annamaria Porreca
- Department of Medical, Oral and Biotechnological Sciences, Laboratory of Biostatistics, D'Annunzio University of Chieti-Pescara, Chieti, Italy
| | - Marta Di Nicola
- Department of Medical, Oral and Biotechnological Sciences, Laboratory of Biostatistics, D'Annunzio University of Chieti-Pescara, Chieti, Italy
| | - Rodolfo Mastropasqua
- Department of Neurosciences, Imaging and Clinical Sciences, University "G. d'Annunzio" Chieti-Pescara, Chieti, Italy
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Sun Y, Sha Y, Yang J, Fu H, Hou X, Li Z, Xie Y, Wang G. Collagen is crucial target protein for scleral remodeling and biomechanical change in myopia progression and control. Heliyon 2024; 10:e35313. [PMID: 39170348 PMCID: PMC11336648 DOI: 10.1016/j.heliyon.2024.e35313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 07/25/2024] [Accepted: 07/26/2024] [Indexed: 08/23/2024] Open
Abstract
In recent decades, the prevalence of myopia has been on the rise globally, attributed to changes in living environments and lifestyles. This increase in myopia has become a significant public health concern. High myopia can result in thinning of the sclera and localized ectasia of the posterior sclera, which is the primary risk factor for various eye diseases and significantly impacts patients' quality of life. Therefore, it is essential to explore effective prevention strategies and programs for individuals with myopia. Collagen serves as the principal molecule in the extracellular matrix (ECM) of scleral tissue, consisting of irregular collagen fibrils. Collagen plays a crucial role in myopia progression and control. During the development of myopia, the sclera undergoes a thinning process which is primarily influenced by collagen expression decreased and remodeled, thus leading to a decrease in its biomechanical properties. Improving collagen expression and promoting collagen crosslinking can slow down the progression of myopia. In light of the above, improving collagen expression or enhancing the mechanical properties of collagen fibers via medication or surgery represents a promising approach to control myopia.
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Affiliation(s)
- Yun Sun
- School of Life Science and Technology, Shandong Second Medical University, Weifang, 261053, China
| | - Yaru Sha
- School of Life Science and Technology, Shandong Second Medical University, Weifang, 261053, China
| | - Jing Yang
- School of Life Science and Technology, Shandong Second Medical University, Weifang, 261053, China
| | - Hong Fu
- School of Life Science and Technology, Shandong Second Medical University, Weifang, 261053, China
| | - Xinyu Hou
- School of Life Science and Technology, Shandong Second Medical University, Weifang, 261053, China
| | - Zhuozheng Li
- School of Life Science and Technology, Shandong Second Medical University, Weifang, 261053, China
| | - Yongfang Xie
- School of Life Science and Technology, Shandong Second Medical University, Weifang, 261053, China
| | - Guohui Wang
- School of Life Science and Technology, Shandong Second Medical University, Weifang, 261053, China
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Niegowski LJ, Cohen SY, Crincoli E, Mehanna CJ, Souied EH. Cognitive bias evaluation on the choice of treatment in common retinal disorders among retina specialists in 2023. J Fr Ophtalmol 2024; 47:104177. [PMID: 38603895 DOI: 10.1016/j.jfo.2024.104177] [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: 07/26/2023] [Revised: 10/01/2023] [Accepted: 10/22/2023] [Indexed: 04/13/2024]
Abstract
PURPOSE The study aimed to discern the intent to treat with the therapeutic agents prescribed first or second line in the following eye conditions: neovascular age-related macular Degeneration (nAMD), diabetic macular edema (DME), retinal vein occlusion (RVO), and myopic maculopathy with choroidal neovascularization (MMNV). The study also aimed to distinguish the ophthalmologists' intended treatment for their patients from those that they would prescribe for themselves if they were affected by the above macular conditions. METHODS The study utilized an online survey of 243 French ophthalmologists practicing medical retina, with males accounting for 54.3% of the participants. Data was obtained using a questionnaire that focused on the ophthalmologists' experience with various agents as well as their first and second line choices for nAMD, DME, RVO, and MMNV. RESULTS The vast majority of French ophthalmologists (99%) had experience with the most widely used anti-vascular endothelial growth factors (anti-VEGFs); ranibizumab, bevacizumab, and aflibercept. Fewer than 8% reported experience with anti-VEGF drug reservoirs, biosimilars, or faricimab. The study findings also showed ranibizumab and aflibercept as the commonly prescribed first line choices for the above-mentioned ocular conditions. For the second line choice, the study showed that aflibercept and dexamethasone intravitreal implants were the most common across the four retinal conditions studied. The only difference in intent to treat for "patients" versus "yourself" was for biosimilars (0% to 0.8%, P=0.001). CONCLUSION The findings regarding the first and second line choices for the mentioned ocular disorders were found to agree with the findings of published literature currently used in practice, with a tendency to prefer ranibizumab as first line therapy for neovascular disorders and aflibercept as first line therapy for macular edema. In addition, there were no differences between choices for first and second line therapy for patients vs. ophthalmologists.
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Affiliation(s)
- L-J Niegowski
- Department of Ophthalmology, University of Paris Est-Creteil, Créteil, France
| | - S Y Cohen
- Department of Ophthalmology, University of Paris Est-Creteil, Créteil, France; Ophthalmology Center for Imaging and Laser, Paris, France
| | - E Crincoli
- Department of Ophthalmology, University of Paris Est-Creteil, Créteil, France
| | - C J Mehanna
- Department of Ophthalmology, University of Paris Est-Creteil, Créteil, France
| | - E H Souied
- Department of Ophthalmology, University of Paris Est-Creteil, Créteil, France.
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Ng DSC, Chen LJ, Chan LKY, Tang FY, Teh WM, Zhou L, Chan F, Lin ESS, Yuen KW, Chu WK, Mohamed S, Tsang CW, Zhang X, Yam JC, Pang CP, Lai TYY. Improved accuracy of spectral-domain optical coherence tomography and optical coherence tomography angiography for monitoring myopic macular neovascularisation activity. Br J Ophthalmol 2024:bjo-2023-323374. [PMID: 38729765 DOI: 10.1136/bjo-2023-323374] [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: 02/08/2023] [Accepted: 04/18/2024] [Indexed: 05/12/2024]
Abstract
BACKGROUND/AIMS To evaluate the diagnostic accuracy of spectral-domain optical coherence tomography (SD OCT) combined with OCT angiography (OCTA) for myopic myopic macular neovascularisation (MNV) activity. METHODS Both eyes of patients with myopic MNV diagnosed with fluorescein angiography (FA), SD OCT and OCTA were assessed by unmasked investigators. The images were deidentified and randomised before graded by masked investigators, who determined the presence of active myopic MNV by using SD OCT together with OCTA without FA and by FA alone, respectively. The findings of masked investigators were compared with unmasked investigators. RESULTS 213 eyes of 110 patients comprising 499 imaging episodes were eligible for grading. For diagnosing new-onset myopic MNV without FA, combined use of SD OCT and OCTA had a sensitivity of 0.94, specificity of 0.84 and area under the curve (AUC) of 0.92. FA had a sensitivity of 0.52 (p<0.01), specificity of 0.80 (p=0.38) and AUC of 0.66 (p<0.01). For recurrent myopic MNV, the combination of SD OCT and OCTA had a sensitivity of 0.98, specificity of 0.78 and AUC of 0.88. FA had a sensitivity of 0.50 (p=0.04), specificity of 0.76 (p=0.85) and AUC of 0.63 (p=0.01). Myopic traction maculopathy was more frequently associated with recurrent myopic MNV (p<0.01). CONCLUSION SD OCT with dense volumetric scan was highly sensitive for diagnosing myopic MNV. The addition of OCTA improved the diagnostic specificity without FA. Monitoring of the longitudinal changes on SD OCT and judicious use of FA is a reliable surveillance strategy for myopic MNV.
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Affiliation(s)
- Danny Siu-Chun Ng
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, Hong Kong
- Hong Kong Baptist Hospital, Hong Kong, Hong Kong
| | - Li Jia Chen
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, Hong Kong
- Department of Ophthalmology and Visual Science, Prince of Wales Hospital, Hong Kong, Hong Kong
| | - Leo Ka Yu Chan
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, Hong Kong
- Hong Kong Eye Hospital, Hong Kong, Hong Kong
| | - Fang Yao Tang
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, Hong Kong
| | | | - Linbin Zhou
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, Hong Kong
| | - Fiona Chan
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, Hong Kong
| | - Eleanor Sui Sum Lin
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, Hong Kong
| | - Ka Wai Yuen
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, Hong Kong
| | - Wai Kit Chu
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, Hong Kong
| | - Shaheeda Mohamed
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, Hong Kong
- Hong Kong Eye Hospital, Hong Kong, Hong Kong
| | - Chi Wai Tsang
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, Hong Kong
- Hong Kong Eye Hospital, Hong Kong, Hong Kong
| | | | - Jason C Yam
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, Hong Kong
- Hong Kong Eye Hospital, Hong Kong, Hong Kong
| | - Chi-Pui Pang
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, Hong Kong
| | - Timothy Y Y Lai
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, Hong Kong
- 2010 Retina & Macula Centre, Hong Kong, Hong Kong
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Wu X, Yang X, Dai X, Chen X, Shen M, Dai J, Yuan F, Wang L, Yuan Y, Feng Y. 5-Aza-2'-Deoxycytidine Ameliorates Choroidal Neovascularization by Inhibiting the Wnt/β-Catenin Signaling Pathway. Invest Ophthalmol Vis Sci 2024; 65:23. [PMID: 38345554 PMCID: PMC10866157 DOI: 10.1167/iovs.65.2.23] [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: 08/28/2023] [Accepted: 01/28/2024] [Indexed: 02/15/2024] Open
Abstract
Purpose Choroidal neovascularization (CNV) can constitute the final pathology of many ocular diseases and result in severe vision loss. Studies have demonstrated that DNA methylation is critical in retinal development, aging, and disorders. The current work investigated the effects and underlying mechanism of 5-Aza-2'-deoxycytidine (5-aza-dC), a suppressor of DNA methylation, in the pathological progression of CNV. Methods The DNA methylation profiles of retinal pigment epithelial (RPE)/choroidal complexes in normal and laser-induced CNV mice were assessed by Arraystar Mouse RefSeq Promoter Arrays. The CNV area and blood flow density and intensity were observed by optical coherence tomography angiography, and fluorescence leakage was examined by fundus fluorescein angiography in CNV mice with systemic administration of 5-aza-dC. The effects of 5-aza-dC on the biological functions of bEnd.3 cells were estimated by related assays. Notum gene promoter methylation was measured using bisulfite sequencing PCR. Methyltransferases and Wnt signaling-related genes were detected in animal and cell culture experiments by real-time PCR and immunoblot. Results Methyltransferases were upregulated, but Notum (a secretion inhibitor of Wnt signaling) was downregulated in the RPE/choroidal complexes of mice with experimental CNV. Intraperitoneal injection of 5-aza-dC inactivated the Wnt pathway and ameliorated the lesion area and the intensity and density of blood flow, as well as the degree of leakage in CNV. In vitro, vascular endothelial growth factor A (VEGFA) stimulation promoted methyltransferases expression and suppressed Notum expression, consequently activating Wnt signaling, whereas exogenous 5-aza-dC reversed VEGFA-induced hyperpermeability, proliferation, migration, and tube formation in bEnd.3 cells via demethylation of Notum promoter. Conclusions We observed that 5-aza-dC attenuates the growth of CNV by inhibiting the Wnt signaling pathway via promoter demethylation of the Wnt antagonist Notum. These findings provide a theoretical basis for methylation-based treatment with the Notum gene as a potential target for CNV treatment.
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Affiliation(s)
- Xinyuan Wu
- Department of Ophthalmology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xi Yang
- Department of Ophthalmology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xiaochan Dai
- Department of Ophthalmology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xiuping Chen
- Department of Ophthalmology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Minqian Shen
- Department of Ophthalmology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jinhui Dai
- Department of Ophthalmology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Fei Yuan
- Department of Ophthalmology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Liyang Wang
- Department of Ophthalmology, Shanghai Geriatric Medical Center, Shanghai, China
| | - Yuanzhi Yuan
- Department of Ophthalmology, Zhongshan Hospital, Fudan University, Shanghai, China
- Department of Ophthalmology, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, China
| | - Yifan Feng
- Department of Ophthalmology, Zhongshan Hospital, Fudan University, Shanghai, China
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Hu W, Cai W, Wu Y, Ren C, Yu D, Li T, Shen T, Xu D, Yu J. Topical Application of Cell-Penetrating Peptide Modified Anti-VEGF Drug Alleviated Choroidal Neovascularization in Mice. Int J Nanomedicine 2024; 19:35-51. [PMID: 38187905 PMCID: PMC10771783 DOI: 10.2147/ijn.s428684] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 12/19/2023] [Indexed: 01/09/2024] Open
Abstract
Background Age-related macular degeneration (AMD) stands as the foremost cause of irreversible central vision impairment, marked by choroidal neovascularization (CNV). The prevailing clinical approach to AMD treatment relies on intravitreal injections of anti-vascular endothelial growth factor (VEGF) drugs. However, this method is encumbered by diverse complications, prompting exploration of non-invasive alternatives such as ocular administration via eye drops for anti-VEGF therapy. Methods Two complexes, 5-FITC-CPP-Ranibizumab (5-FCR) and 5-FITC-CPP-Conbercept (5-FCC), were synthesized by incorporating the anti-VEGF drugs Ranibizumab (RBZ) or Conbercept (CBC) with cell-penetrating peptide (CPP). Circular dichroism spectrum (CD) facilitated complexes characterization. Eye drops was utilized to address laser-induced CNV in mice. Fluorescein fundus angiography (FFA) observe the CNV lesion, while FITC-dextran and IB4 dual fluorescent staining, along with hematoxylin-eosin (HE) staining, assessed in lesion size. Tissue immunofluorescence examined CD31 and VEGF expression in choroidal/retinal pigment epithelial (RPE) tissues. Biocompatibility and biosafety of 5-FCR and 5-FCC was evaluated through histological examination of various organs or cell experiments. Results Both 5-FCR and 5-FCC exhibited favorable biocompatibility and safety profiles. VEGF-induced migration of Human umbilical vein endothelial cells (HUVECs) significantly decreased post-5-FCR/5-FCC treatment. Additionally, both complexes suppressed VEGF-induced tube formation in HUVECs. FFA results revealed a significant improvement in retinal exudation in mice. Histological examination unveiled the lesion areas in the 5-FCR and 5-FCC groups showed a significant reduction compared to the control group. Similar outcomes were observed in histological sections of the RPE-choroid-sclera flat mounts. Conclusion In this study, utilizing the properties of CPP and two anti-VEGF drugs, we successfully synthesized two complexes, 5-FCR and 5-FCC, through a straightforward approach. Effectively delivering the anti-VEGF drugs to the target area in a non-invasive manner, suppressing the progression of laser-induced CNV. This offers a novel approach for the treatment of wet AMD.
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Affiliation(s)
- Weinan Hu
- Department of Ophthalmology, Shanghai Tenth People’s Hospital, Tongji University, Shanghai, People’s Republic of China
| | - Wenting Cai
- Department of Ophthalmology, Shanghai Tenth People’s Hospital, Tongji University, Shanghai, People’s Republic of China
| | - Yan Wu
- Department of Ophthalmology, Shanghai Tenth People’s Hospital, Tongji University, Shanghai, People’s Republic of China
| | - Chengda Ren
- Department of Ophthalmology, Shanghai Tenth People’s Hospital, Tongji University, Shanghai, People’s Republic of China
| | - Donghui Yu
- Department of Ophthalmology, Shanghai Tenth People’s Hospital, Tongji University, Shanghai, People’s Republic of China
| | - Tingting Li
- Department of Ophthalmology, Shanghai Tenth People’s Hospital, Tongji University, Shanghai, People’s Republic of China
| | - Tianyi Shen
- Department of Ophthalmology, Shanghai Tenth People’s Hospital, Tongji University, Shanghai, People’s Republic of China
| | - Ding Xu
- Department of Ophthalmology, Shanghai Tenth People’s Hospital, Tongji University, Shanghai, People’s Republic of China
| | - Jing Yu
- Department of Ophthalmology, Shanghai Tenth People’s Hospital, Tongji University, Shanghai, People’s Republic of China
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Zhang XJ, Chen XN, Tang FY, Szeto S, Ling XT, Lin ZX, Tham CC, Pang CP, Chen LJ, Yam JC. Pathogenesis of myopic choroidal neovascularization: A systematic review and meta-analysis. Surv Ophthalmol 2023; 68:1011-1026. [PMID: 37517683 DOI: 10.1016/j.survophthal.2023.07.006] [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: 03/30/2023] [Revised: 07/19/2023] [Accepted: 07/24/2023] [Indexed: 08/01/2023]
Abstract
Myopic choroidal neovascularization (CNV) is a vision-threatening complication of high myopia. Here, we systematically review cohort, case-control, and cross-sectional studies in PubMed, Embase, and Web of Science, and summarize the associated factors of myopic CNV using meta-analysis where applicable. Among 1,333 records assessed, 50 were found eligible, all having a low-to-moderate risk of bias. Highly myopic eyes with CNV had a higher risk of lacquer cracks (odds ratio = 2.88) and patchy chorioretinal atrophy (odds ratio = 3.43) than those without. The mean posterior staphyloma height (µm) was greater in myopic CNV eyes than in highly myopic eyes without CNV (mean difference = 82.03). The thinning of choroidal thickness (µm) between myopic eyes with and without CNV differed significantly (mean difference = -47.76). The level of vascular endothelial growth factor (pg/ml) in the aqueous humor of myopic CNV eyes was significantly higher than in highly myopic eyes without CNV (mean difference = 24.98), the same as interleukin-8 (IL-8) (pg/ml, mean difference = 7.73). Single-nucleotide polymorphisms in the vascular endothelial growth factor, complement factor I, and collagen type VIII alpha 1 genes were associated with myopic CNV. We found that myopic CNV eyes have a higher ratio of lacquer cracks and patchy chorioretinal atrophy, thinner choroid, greater posterior staphyloma height, and a higher level of vascular endothelial growth factor and IL-8 in aqueous. Structural predisposing lesions, hemodynamic, genetic, and systemic factors are also associated with myopic CNV.
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Affiliation(s)
- Xiu Juan Zhang
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong; Joint Shantou International Eye Center of Shantou University and The Chinese University of Hong Kong, Shantou, China
| | - Xiu Nian Chen
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong
| | - Fang Yao Tang
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong
| | - Simon Szeto
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong; Department of Ophthalmology and Visual Sciences, Prince of Wales Hospital, Hong Kong
| | - Xiang Tian Ling
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong
| | - Zi Xuan Lin
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong
| | - Clement C Tham
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong; Joint Shantou International Eye Center of Shantou University and The Chinese University of Hong Kong, Shantou, China; Department of Ophthalmology and Visual Sciences, Prince of Wales Hospital, Hong Kong; Hong Kong Eye Hospital, Hong Kong; Hong Kong Hub of Paediatric Excellence, The Chinese University of Hong Kong, Hong Kong; Department of Ophthalmology, Hong Kong Children's Hospital, Hong Kong
| | - Chi Pui Pang
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong; Joint Shantou International Eye Center of Shantou University and The Chinese University of Hong Kong, Shantou, China; Hong Kong Hub of Paediatric Excellence, The Chinese University of Hong Kong, Hong Kong
| | - Li Jia Chen
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong; Joint Shantou International Eye Center of Shantou University and The Chinese University of Hong Kong, Shantou, China; Department of Ophthalmology and Visual Sciences, Prince of Wales Hospital, Hong Kong; Hong Kong Hub of Paediatric Excellence, The Chinese University of Hong Kong, Hong Kong.
| | - Jason C Yam
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong; Joint Shantou International Eye Center of Shantou University and The Chinese University of Hong Kong, Shantou, China; Department of Ophthalmology and Visual Sciences, Prince of Wales Hospital, Hong Kong; Hong Kong Eye Hospital, Hong Kong; Hong Kong Hub of Paediatric Excellence, The Chinese University of Hong Kong, Hong Kong; Department of Ophthalmology, Hong Kong Children's Hospital, Hong Kong.
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8
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Shi R, Leng X, Wu Y, Zhu S, Cai X, Lu X. Machine learning regression algorithms to predict short-term efficacy after anti-VEGF treatment in diabetic macular edema based on real-world data. Sci Rep 2023; 13:18746. [PMID: 37907703 PMCID: PMC10618454 DOI: 10.1038/s41598-023-46021-2] [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: 05/20/2023] [Accepted: 10/26/2023] [Indexed: 11/02/2023] Open
Abstract
The objective of this retrospective study was to predict short-term efficacy of anti-vascular endothelial growth factor (VEGF) treatment in diabetic macular edema (DME) using machine learning regression models. Real-world data from 279 DME patients who received anti-VEGF treatment at Ineye Hospital of Chengdu University of TCM between April 2017 and November 2022 were analyzed. Eight machine learning regression models were established to predict four clinical efficacy indicators. The accuracy of the models was evaluated using mean absolute error (MAE), mean square error (MSE) and coefficient of determination score (R2). Multilayer perceptron had the highest R2 and lowest MAE among all models. Regression tree and lasso regression had similar R2, with lasso having lower MAE and MSE. Ridge regression, linear regression, support vector machines and polynomial regression had lower R2 and higher MAE. Support vector machine had the lowest MSE, while polynomial regression had the highest MSE. Stochastic gradient descent had the lowest R2 and high MAE and MSE. The results indicate that machine learning regression algorithms are valuable and effective in predicting short-term efficacy in DME patients through anti-VEGF treatment, and the lasso regression is the most effective ML algorithm for developing predictive regression models.
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Affiliation(s)
- Ruijie Shi
- Department of Ophthalmology, Eye College of Chengdu University of Traditional Chinese Medicine, Chengdu, 610000, Sichuan, China
| | - Xiangjie Leng
- Department of Ophthalmology, Eye College of Chengdu University of Traditional Chinese Medicine, Chengdu, 610000, Sichuan, China
| | - Yanxia Wu
- Department of Ophthalmology, Eye College of Chengdu University of Traditional Chinese Medicine, Chengdu, 610000, Sichuan, China
- Ineye Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, 610000, Sichuan, China
| | - Shiyin Zhu
- Department of Ophthalmology, Eye College of Chengdu University of Traditional Chinese Medicine, Chengdu, 610000, Sichuan, China
| | - Xingcan Cai
- Department of Ophthalmology, Eye College of Chengdu University of Traditional Chinese Medicine, Chengdu, 610000, Sichuan, China
| | - Xuejing Lu
- Department of Ophthalmology, Eye College of Chengdu University of Traditional Chinese Medicine, Chengdu, 610000, Sichuan, China.
- Ineye Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, 610000, Sichuan, China.
- Key Laboratory of Sichuan Province Ophthalmopathy Prevention & Cure and Visual Function Protection with Traditional Chinese Medicine, Chengdu, 610000, Sichuan, China.
- Retinal Image Technology and Chronic Vascular Disease Prevention & Contro and Collaborative Innovation Center, Chengdu, 610000, Sichuan, China.
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9
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Dong L, Li G, Song Z, Cheng X, Bai J, Zhang C. Comparison of antivascular endothelial growth factor treatment for myopia choroidal neovascularisation: a systematic review and meta-analysis of randomised controlled trials. BMJ Open 2023; 13:e067921. [PMID: 37474162 PMCID: PMC10360440 DOI: 10.1136/bmjopen-2022-067921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Accepted: 06/14/2023] [Indexed: 07/22/2023] Open
Abstract
OBJECTIVES To evaluate the efficacy and safety of anti-vascular endothelial growth factor (anti-VEGF) therapy for myopia choroidal neovascularisation (CNV), and to compare the efficacy of two different anti-VEGF retreatment criteria. DATA SOURCES PubMed, EMBASE, the Cochrane Library and ClinicalTrials.gov were searched from inception to 31 July 2022. STUDY SELECTION Randomised controlled trials (RCTs) comparing anti-VEGF with sham, photodynamic therapy (PDT) or PDT combination therapy in patients with myopia CNV were reviewed and selected. RCTs comparing visual acuity (VA) stabilisation or disease activity as anti-VEGF retreatment criteria were also included in the study. DATA EXTRACTION AND SYNTHESIS Two reviewers independently conducted data extraction and quality assessment. We used a random-effects model for all analyses. Primary outcomes included best-corrected visual acuity (BCVA) and central foveal thickness. Secondary outcomes included number of patients who gained more than three lines in BCVA, number of anti-VEGF injections and ocular adverse event (AE). RESULTS Seven RCTs involving 1007 patients were included. Compared with sham and PDT therapy, anti-VEGF therapy achieved better BCVA gains of -0.28 logMAR (95% CI -0.36 to -0.20, p<0.00001) and -0.14 logMAR (95% CI -0.17 to -0.10, p<0.00001), respectively. Both ranibizumab and bevacizumab improved patients' vision better than PDT therapy and no definitive increased risk of ocular AE was observed. Analysis of two small RCTs showed that PDT combination therapy had similar visual improvement and needed fewer anti-VEGF injections compared with anti-VEGF monotherapy (weighted mean difference (WMD)=1.30; 95% CI 1.24 to 1.37, p<0.00001). Anti-VEGF retreatment guided by disease activity criteria resulted in comparable visual improvement and reduced anti-VEGF injections compared with retreatment guided by VA stabilisation (WMD=0.83; 95% CI 0.42 to 1.25, p<0.0001). CONCLUSIONS Anti-VEGF therapy is effective and well-tolerated for myopia CNV patients. Anti-VEGF retreatment guided by disease activity criteria can achieve comparable efficacy and potentially reduce anti-VEGF injections. PROSPERO REGISTRATION NUMBER CRD42021292806.
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Affiliation(s)
- Liming Dong
- Department of Pharmacy, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Guangyao Li
- Department of Pharmacy, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Zhihui Song
- Department of Pharmacy, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Xiao Cheng
- Department of Pharmacy, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Jie Bai
- Department of Pharmacy, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Chao Zhang
- Department of Pharmacy, Beijing Tongren Hospital, Capital Medical University, Beijing, China
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Ng DSC, Chan LKY, Lai TYY. Myopic macular diseases: A review. Clin Exp Ophthalmol 2023; 51:229-242. [PMID: 36594934 DOI: 10.1111/ceo.14200] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Revised: 12/05/2022] [Accepted: 12/16/2022] [Indexed: 01/04/2023]
Abstract
Recent evidence has demonstrated that the global public health burden of myopia is rising rapidly. Highly myopic eyes are associated with increased frequency of eye disorders that can lead to irreversible visual impairment. With recent technological advancement in ophthalmic imaging modalities, various macular complications associated with pathologic myopia are being elucidated. The development and progression of myopic chorioretinal atrophy, myopic macular neovascularization, myopic traction maculopathy and dome-shaped macula are vision-threatening myopic macular diseases. In order to overcome the challenges in managing patients with pathologic myopia, it is important to have a complete understanding in the natural course of these myopic macular diseases. Standardising the classification criteria of pathologic myopia is essential for enhancing clinical surveillance. Personalised pharmaceutical therapy and surgical interventions will help to optimise the treatment outcomes in patients suffering from these myopic macular diseases.
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Affiliation(s)
- Danny S C Ng
- Department of Ophthalmology & Visual Sciences, The Chinese University of Hong Kong, Kowloon, Hong Kong.,Hong Kong Eye Hospital, Kowloon, Hong Kong
| | - Leo K Y Chan
- Department of Ophthalmology & Visual Sciences, The Chinese University of Hong Kong, Kowloon, Hong Kong.,Hong Kong Eye Hospital, Kowloon, Hong Kong
| | - Timothy Y Y Lai
- Department of Ophthalmology & Visual Sciences, The Chinese University of Hong Kong, Kowloon, Hong Kong.,2010 Retina & Macula Centre, Hong Kong, Hong Kong
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11
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Han F, Chen X, Zhao R, Jin X, Tan W, Zhang Y. The effect of vitreomacular interface in neovascular age-related macular degeneration treated with intravitreal injection of anti-VEGF. BMC Ophthalmol 2022; 22:419. [PMID: 36329392 PMCID: PMC9632110 DOI: 10.1186/s12886-022-02640-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 10/17/2022] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND The purpose of this study is to study the effect of repeated intravitreal injection of anti-vascular endothelial growth factor (anti-VEGF) drugs on vitreomacular interface. METHODS Neovascular age-related macular degeneration patients who received intravitreal injections of anti-VEGF drugs were included. Eyes with severe vitreous opacity, uveitis, complicated cataract surgery and previous vitrectomy were excluded. Vitreomacular interface, best corrected visual acuity (BCVA) and central retinal thickness (CRT) assessment were performed once a month for at least 3 months. The nature and time of the change event are recorded. Groups were divided according to whether vitreomacular interface change events occurred. To analyse the risk factors of vitreomacular interface changes and their influence on treatment effect. RESULTS A total of 87 eyes were evaluated. Vitreomacular interface change event occurred in 9 eyes. Pre-existing vitreomacular interface abnormality (VMIA) was a risk factor for the VMI change (P = 0.033, OR = 16.518, 95% CI: 1.258 to 216.939). 60% of interface events occurred in the first 3 months of treatment. The final BCVA of eyes with vitreomacular interface unchanged was significantly higher than that at baseline (P = 0.001), and the final CRT was also significantly lower than that at baseline (P < 0.001). The final CRT of eyes vitreomacular interface changed was significantly lower than that at baseline (P = 0.015), however, there was no statistical significance in BCVA (P = 0.468). CONCLUSION Intravitreal injection of anti-VEGF drugs has a certain probability to cause changes in the vitreomacular interface, and the risk is higher in eyes with pre-existing vitreomacular interface abnormality. The effect of intravitreal injections on the vitreomacular interface was concentrated in the first three injections, and subsequent increases in the number of injections did not significantly increase the risk of vitreomacular interface abnormality. Ophthalmologists should increase attention to the vitreomacular interface in the early stages of anti-VEGF therapy and counsel patients accordingly.
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Affiliation(s)
- Fangyuan Han
- Department of Ophthalmology, The First People's Hospital of Zunyi (the Third Affiliated Hospital of Zunyi Medical University), 98 Fenghuang North Road, Huichuan District, Zunyi, Guizhou Province, 563000, China
| | - Xingwang Chen
- Department of Ophthalmology, The Affiliated Hospital of Zunyi Medical University, Zunyi, China.,Special Key Laboratory of Ocular Diseases of Guizhou Province, Zunyi Medical University, Zunyi, China
| | - Ruyi Zhao
- Department of Ophthalmology, The First People's Hospital of Zunyi (the Third Affiliated Hospital of Zunyi Medical University), 98 Fenghuang North Road, Huichuan District, Zunyi, Guizhou Province, 563000, China
| | - Xin Jin
- Department of Ophthalmology, The First People's Hospital of Zunyi (the Third Affiliated Hospital of Zunyi Medical University), 98 Fenghuang North Road, Huichuan District, Zunyi, Guizhou Province, 563000, China
| | - Wei Tan
- Department of Ophthalmology, The First People's Hospital of Zunyi (the Third Affiliated Hospital of Zunyi Medical University), 98 Fenghuang North Road, Huichuan District, Zunyi, Guizhou Province, 563000, China.,Special Key Laboratory of Ocular Diseases of Guizhou Province, Zunyi Medical University, Zunyi, China
| | - Ying Zhang
- Department of Ophthalmology, The First People's Hospital of Zunyi (the Third Affiliated Hospital of Zunyi Medical University), 98 Fenghuang North Road, Huichuan District, Zunyi, Guizhou Province, 563000, China. .,Special Key Laboratory of Ocular Diseases of Guizhou Province, Zunyi Medical University, Zunyi, China.
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Yang LL, Zhou F, Xu Q, Ye T, Xiong H. Clinical Effect of Tongmai Fuming Decoction on Neovascular Ophthalmopathy. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE : ECAM 2022; 2022:7327609. [PMID: 36034947 PMCID: PMC9410785 DOI: 10.1155/2022/7327609] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 07/05/2022] [Accepted: 07/20/2022] [Indexed: 11/17/2022]
Abstract
Background The incidence of neovascular eye disease is increasing year by year, seriously threatening human vision health and becoming an urgent public health problem. Tongmai fuming decoction as an experienced prescription can treat ischemic eye disease. Objective To investigate the therapeutic effect of Tongmai fuming decoction combined with anti-VEGF therapy on neovascular ophthalmopathy. Methods 52 patients (62 eyes) with neovascular ophthalmopathy who met the inclusion criteria from January 2018 to July 2020 were randomly divided into the control and observation groups. The control group was given an intravitreal injection of antivascular endothelial growth factor (VEGF) drugs once a day combined with on-demand treatment. The observation group was treated with traditional Chinese medicine Tongmai fuming decoction in addition to the treatment of anti-VEGF drugs. The best-corrected visual acuity (BCVA) was examined before and after treatment, and optical coherence tomography angiography (OCTA) was used to examine the mean retinal thickness and neovascularization in the macular area. Patients were followed for one year and the number of anti-VEGF injections was recorded. Results After treatment, the average thickness of BCVA and macular retina in the two groups significantly improved. The BCVA of the control group was 0.59 ± 0.39 3 months after treatment, and that of the experimental group was 0.42 ± 0.25 3 months after treatment. The average thickness of the macular retina in the control group was 304.8 ± 79.7 3 months after treatment, and that in the experimental group was 267.7 ± 64.6 3 months after treatment; The average number of injections of anti-VEGF therapy in the control group was 2.32 ± 1.15 times, and that in the experimental group was 1.74 ± 0.76 times. There was a significant difference between the two groups. Conclusion Tongmai fuming decoction and anti-VEGF therapy have a synergistic effect in the treatment of neovascular ophthalmopathy, which can reduce the treatment times of anti-VEGF drugs.
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Affiliation(s)
- Lei lei Yang
- Wuhan Fourth Hospital, Puai Hospital, Tongji Medical College, Huazhong University of Science and Technology Ophthalmology, Wuhan 430030, China
| | - Feng Zhou
- Wuhan Fourth Hospital, Puai Hospital, Tongji Medical College, Huazhong University of Science and Technology Ophthalmology, Wuhan 430030, China
| | - Qi Xu
- Wuhan Fourth Hospital, Puai Hospital, Tongji Medical College, Huazhong University of Science and Technology, Ultrasound Diagnosis Department, Wuhan 430030, China
| | - Ting Ye
- Wuhan Fourth Hospital, Puai Hospital, Tongji Medical College, Huazhong University of Science and Technology Ophthalmology, Wuhan 430030, China
| | - Hong Xiong
- Wuhan Fourth Hospital, Puai Hospital, Tongji Medical College, Huazhong University of Science and Technology Ophthalmology, Wuhan 430030, China
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