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Identifying the Involvement of Gut Microbiota in Retinal Vein Occlusion by Mendelian Randomization and Genetic Correlation Analysis. 通过孟德尔随机化和遗传相关分析确定肠道微生物群在视网膜静脉闭塞中的作用。
IF 2.6 3区 医学 Q2 OPHTHALMOLOGY Pub Date : 2025-01-02 DOI: 10.1167/tvst.14.1.5
Shizhen Lei, Yani Liu

Purpose: Previous researches have suggested an important association between gut microbiota (GM) and vascular pathologies such as atherosclerosis. This study aimed to explore the association between 196 GM taxa and retinal vein occlusion (RVO).

Methods: This study used Mendelian randomization (MR), linkage disequilibrium score regression (LDSC), and polygenic overlap analysis. Genome-wide association study (GWAS) data associated with 196 GM taxa was obtained from the MiBioGen consortium, involving a large number of European-ancestry participants. GWAS data of RVO was obtained from the FinnGen consortium and another study that also involved European-ancestry participants. Inverse-variance weighted was used as the primary approach for MR estimation. Moreover, LDSC and polygenic overlap analyses were performed to evaluate the genetic correlation between GM taxa and RVO.

Results: The MR results identified the association of six GM taxa, including class Bacilli, order Lactobacillales, family Streptococcaceae, genus Clostridium innocuum group, genus Family XIII AD3011 group, and genus Subdoligranulum with the development of RVO. In addition, the polygenic overlap analysis supported the genetic association between GM and RVO.

Conclusions: Our findings confirmed the association between six GM taxa and the development of RVO, thereby highlighting the effects of GM on retinal vascular health.

Translational relevance: The results may provide the rationale for developing GM-based strategies for preventing the onset of RVO.

目的:以往的研究表明,肠道微生物群(GM)与动脉粥样硬化等血管病变之间存在重要联系。本研究旨在探讨196个GM分类群与视网膜静脉闭塞(RVO)的关系。方法:采用孟德尔随机化(MR)、连锁不平衡评分回归(LDSC)和多基因重叠分析。从MiBioGen联盟获得了196个转基因分类群的全基因组关联研究(GWAS)数据,涉及大量欧洲血统参与者。RVO的GWAS数据来自FinnGen联盟和另一项涉及欧洲血统参与者的研究。采用反方差加权作为MR估计的主要方法。此外,采用LDSC和多基因重叠分析来评估转基因分类群与RVO的遗传相关性。结果:MR鉴定出芽胞杆菌纲、乳酸杆菌目、链球菌科、无芽梭菌属、家族XIII AD3011属、亚doligranulum属6个转基因分类群与RVO的发生有关。此外,多基因重叠分析支持转基因与RVO之间的遗传关联。结论:我们的研究结果证实了6个转基因分类群与RVO的发展之间的关联,从而强调了转基因对视网膜血管健康的影响。翻译相关性:该结果可能为开发基于gm的策略来预防RVO的发生提供理论依据。
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引用次数: 0
Systemic Sodium Iodate Injection as a Model for Expanding Geographic Atrophy. 系统性碘酸钠注射作为扩大地理萎缩的模型。
IF 2.6 3区 医学 Q2 OPHTHALMOLOGY Pub Date : 2025-01-02 DOI: 10.1167/tvst.14.1.9
Brandon D Anderson, Brent A Bell, Ying Song, Timothy T Lee, Tan Wang, Joshua L Dunaief

Purpose: Geographic atrophy (GA), an advanced form of dry age-related macular degeneration (AMD), has limited treatment options. This study introduces a novel mouse model featuring an expanding GA patch that can be used to test mechanisms and therapeutics.

Methods: C57Bl/6J male mice (n = 96) aged 9-10 weeks received an intraperitoneal (IP) injection of 20 mg/kg sodium iodate (NaIO3). In vivo confocal scanning laser ophthalmoscope (cSLO) and optical coherence tomography imaging were done at one, four, eight, and 16 weeks after injection, with GA area measurements taken at weeks 8 and 16. Mice were euthanized on weeks 8 and 16 for histological analysis.

Results: Administration of 20 mg/kg intraperitoneal NaIO3 caused variable damage levels. Approximately 22% of cases showed damage (speckled autofluorescence) covering 35% to 90% of the 102° field of view cSLO image at one week after injection. These mice developed an expanding patch of GA by week 8, with a mean 1.45-fold increase in area by week 16. This region showed complete photoreceptor and retinal pigment epithelium loss and complement activation at the atrophy edge, whereas the inner retina remained undamaged. Mice with less damage (48% of cases) only developed incomplete outer retinal degeneration, and mice with more damage (30% of cases) had too much GA for measurable expansion.

Conclusions: Although expanding GA formed in only 22% of mice, the model's simplicity and predictability for GA development via one-week post-injection imaging make it suitable for GA therapeutic experimentation.

Translational relevance: This murine model provides a valuable tool for testing GA therapies, mirroring clinical endpoints relevant to human trials.

目的:地理萎缩(GA)是干性年龄相关性黄斑变性(AMD)的一种晚期形式,治疗选择有限。本研究介绍了一种具有扩展GA贴片的新型小鼠模型,可用于测试机制和治疗方法。方法:9 ~ 10周龄C57Bl/6J雄性小鼠96只,腹腔注射碘酸钠(NaIO3) 20 mg/kg。注射后1周、4周、8周和16周分别进行体内激光共聚焦扫描检眼镜(cSLO)和光学相干断层扫描成像,在第8周和16周测量GA面积。在第8周和第16周对小鼠实施安乐死进行组织学分析。结果:20 mg/kg腹腔注射NaIO3可引起不同程度的损伤。注射后一周,约22%的病例显示损伤(斑点状自身荧光),覆盖102°视场cSLO图像的35%至90%。这些小鼠在第8周时出现了一个扩大的GA斑块,到第16周时面积平均增加1.45倍。该区域显示完全的光感受器和视网膜色素上皮丢失,在萎缩边缘补体活化,而内视网膜未受损。损伤较小的小鼠(48%的病例)只发生不完全的视网膜外变性,而损伤较大的小鼠(30%的病例)GA过多,无法测量扩张。结论:虽然只有22%的小鼠形成扩张性GA,但该模型的简单性和通过注射后一周成像对GA发展的可预测性使其适合于GA治疗性实验。翻译相关性:该小鼠模型为测试GA疗法提供了有价值的工具,反映了与人体试验相关的临床终点。
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引用次数: 0
An Alternative Mechanism for the Anti-Myopia Effectiveness of Diffusion Optics Technology (DOT) Lenses. 扩散光学技术(DOT)透镜抗近视效果的另一种机制。
IF 2.6 3区 医学 Q2 OPHTHALMOLOGY Pub Date : 2025-01-02 DOI: 10.1167/tvst.14.1.15
Timothy J Gawne, Safal Khanal, Thomas T Norton
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引用次数: 0
Anti-Syndecan 2 Antibody Treatment Reduces Edema Formation and Inflammation of Murine Laser-Induced CNV. 抗syndecan 2抗体治疗可减少小鼠激光诱导CNV的水肿形成和炎症。
IF 2.6 3区 医学 Q2 OPHTHALMOLOGY Pub Date : 2025-01-02 DOI: 10.1167/tvst.14.1.10
Federico Corti, Filippo Locri, Flavia Plastino, Paola Perrotta, Krisztina Zsebo, Emma Ristori, Xiangyun Yin, Eric Song, Helder André, Michael Simons

Purpose: Alteration of visual acuity in wet age-related macular degeneration (AMD) is mostly driven by vascular endothelial growth factor A (VEGF-A)-induced edema from leaky newly forming blood vessels below the retina layers. To date, all therapies aimed at alleviation of this process have relied on inhibition of VEGF-A activity. Although effective in preventing vascular leak and edema, this approach also leads to the loss of normal vasculature and multiple related side effects.

Methods: We have developed an alternative strategy that uses anti-syndecan-2 polyclonal antibody (anti-Sdc2 pAb) to block VEGF-A-induced permeability without interfering with other VEGF-A activities. The effect of anti-Sdc2 pAb therapy was assessed in vitro using a transendothelial electrical resistance (TEER) assay, as well as staining of the endothelial cell junction, and in vivo in the laser-induced choroidal neovascularization (CNV) model.

Results: Anti-Sdc2 pAb blocked VEGF-A-induced permeability in vitro, and both local intravitreal injections and systemic intravenous treatments with anti-Sdc2 pAb were as effective as intravitreal anti-VEGF therapy in reducing edema, size of retinal lesions, and local inflammation in this model. Post-injury neovascularization was not affected by treatment with anti-Sdc2 pAb.

Conclusions: These findings indicate that anti-Sdc2 pAb therapy can be an effective alternative to anti-VEGF-A approaches for suppression of edema and to prevent retinal lesions in wet neovascular AMD (nAMD).

Translational relevance: Intravitreal anti-Sdc2 treatment may avoid side effects observed with the long-term anti-VEGF therapy, and systemic treatment with an anti-Sdc2 pAb antibody can address the issues associated with repeated intravitreal injections.

目的:湿性年龄相关性黄斑变性(AMD)的视力改变主要是由血管内皮生长因子A (VEGF-A)诱导的视网膜层下新血管渗漏引起的水肿引起的。迄今为止,所有旨在缓解这一过程的疗法都依赖于抑制VEGF-A活性。虽然可以有效防止血管渗漏和水肿,但这种方法也会导致正常血管的丧失和多种相关的副作用。方法:我们开发了一种替代策略,使用抗syndecan-2多克隆抗体(anti-Sdc2 pAb)来阻断VEGF-A诱导的渗透性,而不干扰其他VEGF-A活性。抗sdc2 pAb治疗的效果在体外通过跨内皮电阻(TEER)测定和内皮细胞连接染色来评估,在体内通过激光诱导脉络膜新生血管(CNV)模型来评估。结果:抗sdc2 pAb在体外阻断vegf - a诱导的通透性,在该模型中,局部玻璃体内注射和全身静脉注射抗sdc2 pAb在减少水肿、视网膜病变大小和局部炎症方面与玻璃体内抗vegf治疗同样有效。抗sdc2 pAb治疗不影响损伤后新生血管的形成。结论:这些研究结果表明,抗sdc2 pAb治疗可以有效替代抗vegf - a方法,抑制水肿和预防湿性新生血管性AMD (nAMD)的视网膜病变。翻译相关性:玻璃体内抗sdc2治疗可以避免长期抗vegf治疗所观察到的副作用,并且用抗sdc2 pAb抗体进行全身治疗可以解决反复玻璃体内注射相关的问题。
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引用次数: 0
Changes in Aqueous Angiopoietin-1/2 Concentrations During the Induction Phase of Intravitreal Faricimab Injections for Diabetic Macular Edema. 法利西单抗玻璃体内注射治疗糖尿病黄斑水肿诱导期血管生成素-1/2水溶液浓度的变化。
IF 2.6 3区 医学 Q2 OPHTHALMOLOGY Pub Date : 2024-12-02 DOI: 10.1167/tvst.13.12.35
Masahiko Shimura, Shotaro Sasaki, Ryota Nonaka, Ikumi Kashiwagi, Kanako Yasuda, Hidetaka Noma, Hitoshi Takagi

Purpose: The purpose of this study was to investigate the dynamic changes in aqueous concentrations of angiopoietin (Ang)-1/2 and vascular endothelial growth factor (VEGF) during injection in treatment-naïve patients with diabetic macular edema (DME) receiving faricimab during the induction phase (3 consecutive monthly doses) and retrospectively analyze the data.

Methods: Thirty-five eyes of 26 patients (age = 63.1 ± 12.9 years) with treatment-naïve DME received faricimab injections monthly, 3 consecutive times. Additionally, 59 eyes of 59 patients (age = 63.9 ± 8.8 years) who underwent cataract surgery were recruited as controls. Aqueous humor samples were collected from each injection or surgery and stored at -80°C, and the concentration of each cytokine was quantified using a multiple enzyme-linked immunosorbent assay (Luminex). The clinical parameters of best-corrected visual acuity (BCVA) and central foveal thickness (CFT) at each visit were also recorded.

Results: Three induction phases of faricimab significantly suppressed each aqueous cytokine, rapidly for VEGF, gradually for Ang-2, and slightly for Ang-1. The Ang-1/2 ratio was lower (<1.0) at baseline and gradually increased, but did not reach a control ratio of 1.58. The baseline CFT correlated with VEGF, but not with the Ang-2, Ang-1, or Ang-1/2 ratios. After three injections, CFT did not correlate with VEGF, but it positively correlated with Ang-2 and negatively correlated with Ang-1, and it strongly negatively correlated with the Ang-1/2 ratio.

Conclusions: The Ang-1/2 ratio in the aqueous humor significantly negatively correlated with the degree of residual edema after faricimab treatment for DME.

Translational relevance: The Ang-1/2 ratio in aqueous humor is thus a useful biomarker of the treatment response for DME.

目的:本研究旨在探讨treatment-naïve接受faricimab治疗的糖尿病性黄斑水肿(DME)患者在诱导期(连续3个月给药)注射时血管生成素(Ang)-1/2和血管内皮生长因子(VEGF)水溶液浓度的动态变化,并对数据进行回顾性分析。方法:26例35眼(年龄= 63.1±12.9岁)treatment-naïve DME患者每月接受法利西单抗注射,连续3次。另外,59例接受白内障手术的患者(年龄= 63.9±8.8岁)的59只眼作为对照。从每次注射或手术中收集房水样品并保存在-80°C,并使用多重酶联免疫吸附法(Luminex)定量每种细胞因子的浓度。记录患者每次就诊时最佳矫正视力(BCVA)和中央中央凹厚度(CFT)的临床参数。结果:法利西单抗的三个诱导阶段均能显著抑制各水相细胞因子,对VEGF抑制迅速,对Ang-2抑制逐渐,对Ang-1抑制轻微。结论:法利西单抗治疗二甲醚后房水中Ang-1/2比值与残余水肿程度呈显著负相关。翻译相关性:房水中Ang-1/2比值因此是二甲醚治疗反应的有用生物标志物。
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引用次数: 0
Choroidal and Choriocapillaris OCT-A Analysis in Patients Affected by Active Central Serous Chorioretinopathy. 活动性中枢性浆液性脉络膜视网膜病变患者脉络膜和绒毛膜毛细血管OCT-A分析。
IF 2.6 3区 医学 Q2 OPHTHALMOLOGY Pub Date : 2024-12-02 DOI: 10.1167/tvst.13.12.14
Maria Ludovica Ruggeri, Marzia Passamonti, Alberto Quarta, Olgers Koci, Annamaria Porreca, Marta Di Nicola, Lucio Zeppa, Rodolfo Mastropasqua, Lisa Toto

Purpose: To analyze choroidal and choriocapillaris changes in eyes affected by active unilateral central serous chorioretinopathy (CSC).

Methods: A total of 17 eyes suffering from naïve CSC were enrolled. In addition, 17 healthy fellow eyes were analyzed, and 10 eyes were enrolled as controls. Main outcome measures were choroidal vascularity index (CVI), best-corrected visual acuity (BCVA), central macular thickness (CMT), subfoveal choroidal thickness (SFCT), and pigment epithelial detachment (PED) presence and maximum height (PED-MH). In addition, choriocapillaris and choroidal flow analysis in the two concentric areas surrounding the fovea were analyzed.

Results: CCT was higher in affected eyes than healthy ones (P = 0.007). CVI was significantly higher in affected eyes (P = 0.027) and in fellow eyes (P = 0.027) compared to healthy. The choriocapillaris analysis showed interesting results in the first ring, with statistically significant differences between diseased eyes and fellow eyes and in diseased eyes compared to healthy ones. Besides, in the second ring analysis a lower flow in choriocapillaris was found in diseased eyes compared with healthy (P = 0.019). The choroidal flow analysis showed lower flow in affected eyes in the first and second ring when comparing diseased eyes with healthy controls (P = 0.006).

Conclusions: Choroidal and choriocapillaris flow abnormalities occur in both eyes affected by CSC and fellow eyes with different trends depending on the area of study reinforcing the key role of choroid and choriocapillaris in the pathogenesis of disease.

Translational relevance: Understanding choroidal and choriocapillaris flow abnormalities in CSC eyes could give us new biomarkers able to monitor disease.

目的:分析单侧中枢性浆液性脉络膜视网膜病变(CSC)对眼部脉络膜和绒毛膜毛细血管的影响。方法:选取naïve CSC患者17只眼。此外,还分析了17只健康的眼睛,并将10只眼睛作为对照。主要结局指标为脉络膜血管指数(CVI)、最佳矫正视力(BCVA)、黄斑中央厚度(CMT)、中央窝下脉络膜厚度(SFCT)、色素上皮脱离(PED)的存在和最大高度(PED- mh)。此外,分析了中央窝周围两个同心区域的脉络膜毛细血管和脉络膜血流。结果:患眼CCT高于健康眼(P = 0.007)。与健康眼相比,病变眼的CVI (P = 0.027)和其他眼(P = 0.027)均显著升高。绒毛膜毛细血管分析在第一环显示出有趣的结果,患病眼睛和正常眼睛之间以及患病眼睛和健康眼睛之间存在统计学上的显著差异。此外,在第二环分析中,患病眼的绒毛膜毛细血管流量较健康眼低(P = 0.019)。脉络膜流量分析显示,患病眼与健康对照组相比,第一和第二环的脉络膜流量较低(P = 0.006)。结论:CSC患者双眼及伴眼均发生脉络膜和绒毛膜毛细血管血流异常,且随研究区域的不同有不同的趋势,强化了脉络膜和绒毛膜毛细血管在疾病发病机制中的关键作用。翻译相关性:了解CSC眼的脉络膜和绒毛膜毛细血管血流异常可以为我们提供能够监测疾病的新生物标志物。
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引用次数: 0
Five-Year Incidence of Age-Related Macular Degeneration and Its Risk Factors in Adult Chinese Population: The Tongren Health Care Study. 中国成人年龄相关性黄斑变性5年发病率及其危险因素:铜仁保健研究
IF 2.6 3区 医学 Q2 OPHTHALMOLOGY Pub Date : 2024-12-02 DOI: 10.1167/tvst.13.12.10
Ying Cui, Jing Cui, Can Can Xue, Yu Mao, Jost B Jonas, Ya Xing Wang, Dong Ning Chen

Purpose: To examine the 5-year incidence of age-related macular degeneration (AMD) and its associated factors in an adult Chinese population.

Methods: The Tongren Health Care Study included individuals attending regular health care check-up examinations in the Beijing Tongren Hospital. Baseline examinations were performed from 2014 to 2015, with 5-year follow-up examinations conducted between 2019 and 2020. Fundus photographs were graded according to the Beckman Initiative guidelines.

Results: A total of 5658 participants with gradable photographs at both examinations were included in the study, comprising 58.0% women, with a mean age of 54.9 ± 11.0 years. The 5-year incidence of any, early, intermediate, and late AMD were 6.1% (95% confidence interval [CI], 5.5%-6.8%), 5.0% (95% CI, 4.4%-5.6%), 3.4% (95% CI, 2.9%-3.9%), and 0.3% (95% CI, 0.2%-0.4%), respectively. In multivariate analysis, incident early AMD was associated with older age (P < 0.001; odds ratio [OR], 1.04; 95% CI, 1.02-1.06), female sex (P = 0.011; OR, 1.42; 95% CI, 1.08-1.86), and a higher estimated glomerular filtration rate (P = 0.020; OR, 1.15; 95% CI, 1.02-1.30), whereas having diabetes was a protective factor (P = 0.019; OR, 0.61; 95% CI, 0.41-0.92). Incident intermediate AMD was associated with older age (P < 0.001; OR, 1.05; 95% CI, 1.04-1.07), a higher high-density lipoprotein cholesterol level (P < 0.001; OR, 1.97; 95% CI, 1.38-2.83) and a lower triglyceride level (P = 0.008; OR, 0.77; 95% CI, 0.64-0.93).

Conclusions: A higher estimated glomerular filtration rate level was a risk factor for incident early AMD. A higher high-density lipoprotein cholesterol level and lower triglyceride level were risk factors for incident intermediate AMD. This finding may point to the role of renal circulation and lipid metabolism in incident AMD.

Translational relevance: This community-based longitudinal study may provide a valuable understanding of AMD and its associated factors for targeted prevention and management strategies.

目的:探讨中国成人年龄相关性黄斑变性(AMD)的5年发病率及其相关因素。方法:铜仁卫生保健研究纳入在北京铜仁医院定期进行卫生保健检查的个体。2014 - 2015年进行基线检查,2019 - 2020年进行5年随访检查。眼底照片是根据贝克曼倡议指南分级的。结果:研究共纳入5658名参与者,两次检查照片均可分级,其中58.0%为女性,平均年龄54.9±11.0岁。任何、早期、中期和晚期AMD的5年发病率分别为6.1%(95%可信区间[CI], 5.5%-6.8%)、5.0% (95% CI, 4.4%-5.6%)、3.4% (95% CI, 2.9%-3.9%)和0.3% (95% CI, 0.2%-0.4%)。在多变量分析中,早期AMD的发生与年龄相关(P < 0.001;优势比[OR], 1.04;95% CI, 1.02-1.06),女性(P = 0.011;或者,1.42;95% CI, 1.08-1.86),估计肾小球滤过率较高(P = 0.020;或者,1.15;95% CI, 1.02-1.30),而患有糖尿病是保护因素(P = 0.019;或者,0.61;95% ci, 0.41-0.92)。中期AMD的发生与年龄较大相关(P < 0.001;或者,1.05;95% CI, 1.04-1.07),较高的高密度脂蛋白胆固醇水平(P < 0.001;或者,1.97;95% CI, 1.38-2.83)和较低的甘油三酯水平(P = 0.008;或者,0.77;95% ci, 0.64-0.93)。结论:较高的肾小球滤过率是发生早期AMD的危险因素。较高的高密度脂蛋白胆固醇水平和较低的甘油三酯水平是发生中度AMD的危险因素。这一发现可能表明肾循环和脂质代谢在AMD发病中的作用。转化相关性:这项以社区为基础的纵向研究可能为AMD及其相关因素提供有价值的理解,以制定有针对性的预防和管理策略。
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引用次数: 0
The Effects of Anti-Vascular Endothelial Growth Factor Loading Injections on Retinal Microvasculature in Diabetic Macular Edema.
IF 2.6 3区 医学 Q2 OPHTHALMOLOGY Pub Date : 2024-12-02 DOI: 10.1167/tvst.13.12.37
Kiyoung Kim, Junwoo Lee, Seung-Young Yu

Purpose: To evaluate changes in the retinal microvasculature using widefield swept-source optical coherence tomography angiography (SS-OCTA) following three anti-vascular endothelial growth factor (anti-VEGF) loading injections for diabetic macular edema (DME).

Methods: Thirty-four treatment-naïve patients with DME received an initial three loading injections, followed by injections on an as-needed basis. Macular ischemia was evaluated based on the foveal avascular zone (FAZ) area, perfusion density, and vessel density on a 3 × 3-mm SS-OCTA image. Midperipheral ischemia was analyzed by dividing a 12 × 12-mm image into 16 boxes to compare changes in the nonperfusion area (NPA). Participants were categorized as aggravated, stable, or improved based on changes in the NPA after three injections.

Results: Of the 34 included patients, eight (23.5%) demonstrated aggravation of the NPA, 23 (67.6%) remained stable, and three (8.8%) exhibited improvement. Although FAZ area, perfusion, and vessel density increased, the differences were not significant compared to baseline. The number of injections and glycated hemoglobin (HbA1c) levels in the NPA aggravation group were significantly higher than in the stable and improvement groups. Logistic regression analysis revealed that NPA aggravation was independently associated with the number of anti-VEGF injections.

Conclusions: Changes in NPA following anti-VEGF loading injections varied among patients with DME and were significantly associated with HbA1c levels and injection frequency. Worsening mid-peripheral NPA after the anti-VEGF injections independently risked DME recurrence.

Translational relevance: We revealed that worsening mid-peripheral retinal ischemia after anti-VEGF loading injections contributes to the recurrence of DME.

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引用次数: 0
Inherited Retinal Degenerations and Non-Neovascular Age-Related Macular Degeneration: Progress and Unmet Needs. 遗传性视网膜变性和非新生血管性年龄相关性黄斑变性:进展和未满足的需求。
IF 2.6 3区 医学 Q2 OPHTHALMOLOGY Pub Date : 2024-12-02 DOI: 10.1167/tvst.13.12.28
Jacque L Duncan, Angela Bowman, Amy Laster, Claire Gelfman, David G Birch, Shannon E Boye, Stephen P Daiger, Lucian Del Priore, Donald J Zack, James T Handa

Inherited retinal degeneration (IRD) disease and age-related macular degeneration (AMD) are leading causes of irreversible vision loss and blindness. Although significant progress has advanced the field in the past 5 years, significant challenges remain. The current article reviews the accomplishments and research advances that have fueled the development of treatments for patients with IRD and AMD, including the first approved gene-augmentation treatment for RPE65-related retinal degeneration and complement inhibition therapies to slow progression of geographic atrophy (GA) in AMD. The article outlines opportunities to address gaps and unmet needs that should lead to additional progress toward the development of treatments for patients with IRDs and non-neovascular AMD in the future.

遗传性视网膜变性(IRD)疾病和年龄相关性黄斑变性(AMD)是导致不可逆视力丧失和失明的主要原因。尽管该领域在过去5年中取得了重大进展,但仍存在重大挑战。本文回顾了促进IRD和AMD患者治疗发展的成就和研究进展,包括首个批准的用于rpe65相关视网膜变性的基因增强治疗和用于减缓AMD地理萎缩(GA)进展的补体抑制治疗。这篇文章概述了解决差距和未满足需求的机会,这将导致未来对IRDs和非新生血管性AMD患者治疗的进一步进展。
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引用次数: 0
Multi-Omics Integration With Machine Learning Identified Early Diabetic Retinopathy, Diabetic Macula Edema and Anti-VEGF Treatment Response. 多组学集成与机器学习识别早期糖尿病视网膜病变,糖尿病黄斑水肿和抗vegf治疗反应。
IF 2.6 3区 医学 Q2 OPHTHALMOLOGY Pub Date : 2024-12-02 DOI: 10.1167/tvst.13.12.23
Yuhui Pang, Chaokun Luo, Qingruo Zhang, Xiongze Zhang, Nanying Liao, Yuying Ji, Lan Mi, Yuhong Gan, Yongyue Su, Feng Wen, Hui Chen

Purpose: Identify optimal metabolic features and pathways across diabetic retinopathy (DR) stages, develop risk models to differentiate diabetic macular edema (DME), and predict anti-vascular endothelial growth factor (anti-VEGF) therapy response.

Methods: We analyzed 108 aqueous humor samples from 78 type 2 diabetes mellitus patients and 30 healthy controls. Ultra-high-performance liquid chromatography-high-resolution-mass-spectrometry detected lipidomics and metabolomics profiles. DME patients received ≥3 anti-VEGF treatments, categorized into strong and weak response groups. Machine learning (ML) screened prospective metabolic features, developing prediction models.

Results: Key metabolic features identified in the metabolomics and lipidomics datasets included n-acetyl isoleucine (odds ratio [OR] = 1.635), cis-aconitic acid (OR = 3.296), and ophthalmic acid (OR = 0.836) for DR. For early-DR, n-acetyl isoleucine (OR = 1.791) and decaethylene glycol (PEG-10) (OR = 0.170) were identified as key markers. L-kynurenine (OR = 0.875), niacinamide (OR = 0.843), and linoleoyl ethanolamine (OR = 0.941) were identified as significant indicators for DME. Trigonelline (OR = 1.441) and 4-methylcatechol-2-sulfate (OR = 1.121) emerged as predictors for strong response to anti-VEGF. Predictive models achieved R² values of 99.9%, 97.7%, 93.9%, and 98.4% for DR, early-DR, DME, and strong response groups in the calibration set, respectively, and validated well with R² values of 96.3%, 96.8%, 79.9%, and 96.3%.

Conclusions: This research used ML to identify differential metabolic features from metabolomics and lipidomics datasets in DR patients. It implies that metabolic indicators can effectively predict early disease progression and potential weak responders to anti-VEGF therapy in DME eyes.

Translational relevance: The identified metabolic indicators may aid in predicting the early progression of DR and optimizing therapeutic strategies for DME.

目的:确定糖尿病视网膜病变(DR)分期的最佳代谢特征和途径,建立区分糖尿病黄斑水肿(DME)的风险模型,并预测抗血管内皮生长因子(anti-VEGF)治疗反应。方法:对78例2型糖尿病患者和30例健康对照者的108份房水样本进行分析。超高效液相色谱-高分辨率质谱法检测脂质组学和代谢组学谱。DME患者接受≥3次抗vegf治疗,分为强效组和弱效组。机器学习(ML)筛选前瞻性代谢特征,建立预测模型。结果:代谢组学和脂质组学数据集中鉴定出dr的关键代谢特征包括n-乙酰异亮氨酸(比值比[OR] = 1.635)、顺式乌头酸(OR = 3.296)和眼酸(OR = 0.836)。对于早期dr, n-乙酰异亮氨酸(OR = 1.791)和十乙二醇(OR = 0.170)被鉴定为关键标志物。l -犬尿氨酸(OR = 0.875)、烟酰胺(OR = 0.843)和亚油基乙醇胺(OR = 0.941)是DME的显著指标。葫芦巴碱(OR = 1.441)和4-甲基儿茶酚-2-硫酸盐(OR = 1.121)是抗vegf强烈反应的预测因子。DR、早期DR、DME和强反应组的预测模型的R²值分别为99.9%、97.7%、93.9%和98.4%,R²值分别为96.3%、96.8%、79.9%和96.3%。结论:本研究使用ML从代谢组学和脂质组学数据集中识别DR患者的差异代谢特征。这表明代谢指标可以有效预测DME眼的早期疾病进展和抗vegf治疗的潜在弱反应。翻译相关性:确定的代谢指标可能有助于预测DR的早期进展和优化DME的治疗策略。
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Translational Vision Science & Technology
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