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Characteristics of myopic maculopathy in Chinese children and adolescents with high myopia. 中国高度近视儿童和青少年近视性黄斑病变的特征。
IF 3.7 2区 医学 Q1 OPHTHALMOLOGY Pub Date : 2024-07-26 DOI: 10.1136/bjo-2023-324430
Feng Jiang, Ou Xiao, Xinxing Guo, Qiuxia Yin, Lixia Luo, Mingguang He, Zhixi Li

Aims: To investigate the characteristics of myopic maculopathy among highly myopic Chinese children and adolescents and explore its associated risk factors.

Methods: Children and adolescents aged 7-17 years with spherical equivalent (SE) ≤ -6.00 dioptres (D) were recruited. Myopic maculopathy was categorised based on the International Meta-Analysis of Pathological Myopia Classification. The extent of diffuse choroidal atrophy (DCA) was classified using Early Treatment Diabetic Retinopathy Study grid (ETDRS). The area of DCA was categorised into three classes relative to optic disk area (DA): A1 (≤1 DA), A2 (1 to ≤5 DA) and A3 (5 to ≤10 DA). Logistic regression was used to identify risk factors associated with myopic maculopathy.

Results: Of the 425 participants aged 13.66±2.67 years, the proportions of tessellated fundus and DCA were 11.76% and 12.24%, and no more severe fundus lesions or 'plus' lesions. The proportion of DCA was 27.03% in children under 11, significantly higher than the 9.12% observed in those aged 11 and older (p<0.001). The percentages of DCA involving the outer, middle and central circles of the ETDRS grid were 42.31%, 55.77% and 1.92%. Myopic maculopathy was significantly associated with younger age (p<0.001), longer axial length (AL; p<0.001) and larger β-zone peripapillary atrophy (β-PPA; p=0.012).

Conclusion: In highly myopic children and adolescents, myopic maculopathy predominantly manifested as DCA (12.24%), with no cases of worse myopic maculopathy or 'plus' lesions. Younger age, longer AL and larger β-PPA were risk factors for myopic maculopathy.

目的:研究中国高度近视儿童和青少年近视性黄斑病变的特征,并探讨其相关风险因素:招募球面等效视力(SE)≤-6.00屈光度(D)的7-17岁儿童和青少年。近视性黄斑病变根据病理性近视国际元分析分类进行分类。弥漫性脉络膜萎缩(DCA)的程度根据早期治疗糖尿病视网膜病变研究网格(ETDRS)进行分类。相对于视盘面积(DA),DCA的面积被分为三个等级:A1(≤1 DA)、A2(1 至 ≤5 DA)和 A3(5 至 ≤10 DA)。采用逻辑回归法确定与近视性黄斑病变相关的风险因素:在年龄为(13.66±2.67)岁的 425 名参与者中,有网状眼底和 DCA 的比例分别为 11.76% 和 12.24%,没有更严重的眼底病变或 "加号 "病变。11 岁以下儿童的 DCA 比例为 27.03%,明显高于 11 岁及以上儿童的 9.12%(p 结论:在高度近视的儿童和青少年中,近视性黄斑病变主要表现为DCA(12.24%),没有更严重的近视性黄斑病变或 "附加 "病变病例。年龄越小、AL越长、β-PPA越大是近视性黄斑病变的风险因素。
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引用次数: 0
Association between long-term statin use and cataract surgery: a nationwide study on 505 105 cataract surgery patients. 长期服用他汀类药物与白内障手术之间的关系:一项针对 505 105 名白内障手术患者的全国性研究。
IF 3.7 2区 医学 Q1 OPHTHALMOLOGY Pub Date : 2024-07-25 DOI: 10.1136/bjo-2022-322409
Andrim Halili, Saranda Haxha, Bochra Zareini, Casper Lund-Andersen, Kathrine Kold Sørensen, Christian Torp-Pedersen, Talip E Eroglu, Casper Niels Bang

Aims: To assess the association between statin use and cataract surgery according to different statin treatment durations in patients with different cardiovascular risk profiles.

Methods and results: We performed a nested case-control study using Danish registries, covering the period from 1 January 1996 to 31 December 2020. We defined cases as surgically treated cataract patients, matched in a 1:1 ratio by sex and age with controls not undergoing cataract surgery. The exposure of interest was statin use in different durations (1, 5 and 10 years) compared with never use of statins. Conditional logistic regression provided adjusted HRs and corresponding 95% CIs in subgroups defined by established atherosclerotic cardiovascular disease, diabetes, hypertension and individuals without these comorbidities. We identified 505 150 cataract surgery cases and found no increased HR of cataract surgery with statin treatment at any duration in any of the subgroups with established atherosclerotic cardiovascular disease, diabetes or hypertension.

Conclusion: Our findings do not support a possible association between long-term statin use and cataract in patients with established atherosclerotic cardiovascular disease, diabetes or hypertension. Although we found an association between statin use and cataract in individuals without these comorbidities, increasing durations of statin use did not yield higher cataract surgery rates.

目的:根据他汀类药物治疗的不同持续时间,评估不同心血管风险状况的患者使用他汀类药物与白内障手术之间的关联:我们利用丹麦登记资料开展了一项巢式病例对照研究,研究时间跨度为 1996 年 1 月 1 日至 2020 年 12 月 31 日。我们将病例定义为接受过手术治疗的白内障患者,按性别和年龄与未接受白内障手术的对照组以 1:1 的比例进行配对。与从未使用过他汀类药物相比,不同持续时间(1 年、5 年和 10 年)的他汀类药物使用才是我们关注的暴露因素。条件逻辑回归提供了根据已确诊的动脉粥样硬化性心血管疾病、糖尿病、高血压和无这些合并症的个体所定义的亚组的调整 HRs 和相应的 95% CI。我们确定了 505 150 例白内障手术病例,发现在任何时间段内,他汀类药物治疗都不会增加已患动脉粥样硬化性心血管疾病、糖尿病或高血压的亚组的白内障手术HR:我们的研究结果不支持长期服用他汀类药物与已确诊的动脉粥样硬化性心血管疾病、糖尿病或高血压患者的白内障之间可能存在的关联。尽管我们发现他汀类药物的使用与没有这些合并症的白内障患者之间存在关联,但他汀类药物使用时间的延长并不会导致白内障手术率的升高。
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引用次数: 0
Systemic and ocular outcomes in TB-immunoreactive patients receiving immunomodulatory therapy for non-infectious uveitis: a case-control study. 接受免疫调节疗法治疗非传染性葡萄膜炎的结核病免疫反应患者的全身和眼部预后:一项病例对照研究。
IF 3.7 2区 医学 Q1 OPHTHALMOLOGY Pub Date : 2024-07-24 DOI: 10.1136/bjo-2024-325625
Shravya Choudhary Balla, Mohammed Hasnat Ali, Mudit Tyagi, Soumyava Basu

Background: Tuberculosis (TB)-immunoreactivity, measured in vivo (tuberculin skin test (TST)) or in vitro (interferon gamma release assay (IGRA)), can be found in latent, active or even following clearance of TB infection. In this case-control study, we compared the systemic and ocular outcomes between patients with or without TB-immunoreactivity, who received immunomodulatory therapy (IMT) for non-infectious uveitis.

Methods: We retrospectively reviewed charts of patients with (cases) or without (controls) TB-immunoreactivity (TST±IGRA), who received conventional IMT for ≥6 months, for the treatment of non-infectious uveitis. Patients who received prior or concomitant anti-TB therapy were excluded. Systemic and ocular outcomes were compared between both groups.

Results: 36 cases and 70 controls (gender-matched and age-matched) were included. New-onset pulmonary or extrapulmonary TB developed in one case and none of the controls. Based on this outcome, the absolute risk increase for systemic TB reactivation was noted to be 0.028 (95% CI 0.005 to 0.051) and the number needed to harm was 36. The incidence of persistent or recurrent (worsening ≥2 grades) intraocular inflammation during IMT was comparable between both groups (cases 18/36, controls 35/70, p=1.0). A change in anatomical site of presentation at recurrence was not seen in any case, but in six controls (p=0.15). No new focal chorio-retinal lesions were noted in either group.

Conclusions: Conventional IMT has a very low risk of systemic TB reactivation, and no additional detrimental effect on ocular outcomes, in TB-immunoreactive patients with non-infectious uveitis.

背景:通过体内(结核菌素皮肤试验(TST))或体外(γ干扰素释放试验(IGRA))测定的结核病(TB)免疫反应性,可在潜伏期、活动期甚至在结核感染清除后发现。在这项病例对照研究中,我们比较了因非感染性葡萄膜炎而接受免疫调节疗法(IMT)的患者在有无结核免疫反应之间的全身和眼部结果:我们回顾性地查看了有结核免疫反应(TST±IGRA)或无结核免疫反应(TST±IGRA)患者的病历,这些患者接受了≥6个月的常规IMT治疗,以治疗非感染性葡萄膜炎。不包括之前或同时接受过抗结核治疗的患者。比较两组患者的全身和眼部疗效:结果:共纳入 36 例病例和 70 例对照(性别匹配、年龄匹配)。有 1 例病例出现新发肺结核或肺外结核,对照组病例中无一人出现新发肺结核或肺外结核。根据这一结果,系统性肺结核再活化的绝对风险增加值为 0.028(95% CI 0.005 至 0.051),需要伤害的人数为 36 人。两组患者在IMT期间持续或复发(恶化≥2级)眼内炎症的发生率相当(病例18/36,对照组35/70,P=1.0)。没有任何病例在复发时出现解剖部位的变化,但有 6 例对照组病例出现了这种变化(P=0.15)。两组患者均未发现新的局灶性脉络膜视网膜病变:结论:对于结核免疫反应阳性的非感染性葡萄膜炎患者,传统的 IMT 全身结核再激活的风险很低,对眼部结果也没有额外的不利影响。
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引用次数: 0
Choroidal thickness in patients with thyroid-associated ophthalmopathy, as determined by swept-source optical coherence tomography. 扫源光学相干断层扫描测定甲状腺相关眼病患者的脉络膜厚度。
IF 3.7 2区 医学 Q1 OPHTHALMOLOGY Pub Date : 2024-07-23 DOI: 10.1136/bjo-2023-323694
Sisi Zhong, Fanglin He, Sijie Fang, Jing Sun, Yinwei Li, Zhang Shuo, Xingtong Liu, Xuefei Song, Yang Wang, Yazhuo Huang, Huifang Zhou, Xianqun Fan

Aim: This study used swept-source optical coherence tomography (SS-OCT) to investigate subfoveal choroidal thickness (SFCT) in patients with thyroid-associated ophthalmopathy (TAO) who displayed different levels of disease activity and severity.

Methods: Thirty patients with TAO (60 eyes) and 38 healthy controls (67 eyes) in Shanghai, China, were recruited for this study. Disease activity and severity were graded using European Group on Graves' Orbitopathy standardised criteria. SFCT values were determined by SS-OCT.

Results: In total, 129 eyes were included in the final analysis. The mean SFCT was significantly thicker among patients with active disease (276.23±84.01 µm) than among patients with inactive disease (224.68±111.61 µm; p=0.049) or healthy controls (223.56±78.69 µm; p=0.01). There were no differences in SFCT among patients with moderate-to-severe disease, patients with severe disease and healthy controls (p>0.05). Changes in SFCT demonstrated strong predictive ability to distinguish active TAO from inactive TAO (area under the curve=0.659, 95% CI 0.496 to 0.822).

Conclusions: SFCT was strongly associated with Clinical Activity Score in patients with TAO. Choroidal thickening was observed during active TAO. SS-OCT offers a non-invasive method for follow-up assessment.

目的:本研究使用扫描源光学相干断层扫描(SS-OCT)研究甲状腺相关眼病(TAO)患者的脉络膜下厚度(SFCT),这些患者表现出不同程度的疾病活动性和严重程度。方法:上海地区30例TAO患者(60眼)和38例健康对照者(67眼)参加本研究。疾病活动性和严重程度采用欧洲Graves眼眶病标准化标准进行分级。结果:共有129只眼睛被纳入最终分析。活动性疾病患者的平均SFCT明显较厚(276.23±84.01 µm)高于无活动性疾病患者(224.68±111.61 µm;p=0.049)或健康对照组(223.56±78.69 µm;p=0.01)。中重度疾病患者、重度疾病患者和健康对照组的SFCT没有差异(p>0.05)。SFCT的变化显示出很强的区分活动性TAO和非活动性TAO的预测能力(曲线下面积=0.659,95%CI 0.496至0.822)。结论:SFCT与TAO患者的临床活动评分密切相关。在主动TAO期间观察到脉络膜增厚。SS-OCT为后续评估提供了一种非侵入性方法。
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引用次数: 0
KCNV2-associated retinopathy: genotype-phenotype correlations - KCNV2 study group report 3. KCNV2相关视网膜病变:基因型-表型相关性-KCNV2研究组报告3。
IF 3.7 2区 医学 Q1 OPHTHALMOLOGY Pub Date : 2024-07-23 DOI: 10.1136/bjo-2023-323640
Thales A C de Guimaraes, Michalis Georgiou, Anthony G Robson, Kaoru Fujinami, Ajoy Vincent, Fadi Nasser, Samer Khateb, Omar A Mahroo, Nikolas Pontikos, Maurício E Vargas, Alberta A H J Thiadens, Emanuel R de Carvalho, Xuan-Than-An Nguyen, Gavin Arno, Yu Fujinami-Yokokawa, Xiao Liu, Kazushige Tsunoda, Takaaki Hayashi, Belén Jiménez-Rolando, Maria Inmaculada Martin-Merida, Almudena Avila-Fernandez, Ester Carreño Salas, Blanca Garcia-Sandoval, Carmen Ayuso, Dror Sharon, Susanne Kohl, Rachel M Huckfeldt, Eyal Banin, Mark E Pennesi, Arif O Khan, Bernd Wissinger, Andrew R Webster, Elise Heon, Camiel J F Boon, Eberhard Zrenner, Michel Michaelides

Background/aims: To investigate genotype-phenotype associations in patients with KCNV2 retinopathy.

Methods: Review of clinical notes, best-corrected visual acuity (BCVA), molecular variants, electroretinography (ERG) and retinal imaging. Subjects were grouped according to the combination of KCNV2 variants-two loss-of-function (TLOF), two missense (TM) or one of each (MLOF)-and parameters were compared.

Results: Ninety-two patients were included. The mean age of onset (mean±SD) in TLOF (n=55), TM (n=23) and MLOF (n=14) groups was 3.51±0.58, 4.07±2.76 and 5.54±3.38 years, respectively. The mean LogMAR BCVA (±SD) at baseline in TLOF, TM and MLOF groups was 0.89±0.25, 0.67±0.38 and 0.81±0.35 for right, and 0.88±0.26, 0.69±0.33 and 0.78±0.33 for left eyes, respectively. The difference in BCVA between groups at baseline was significant in right (p=0.03) and left eyes (p=0.035). Mean outer nuclear layer thickness (±SD) at baseline in TLOF, MLOF and TM groups was 37.07±15.20 µm, 40.67±12.53 and 40.38±18.67, respectively, which was not significantly different (p=0.85). The mean ellipsoid zone width (EZW) loss (±SD) was 2051 µm (±1318) for patients in the TLOF, and 1314 µm (±965) for MLOF. Only one patient in the TM group had EZW loss at presentation. There was considerable overlap in ERG findings, although the largest DA 10 ERG b-waves were associated with TLOF and the smallest with TM variants.

Conclusions: Patients with missense alterations had better BCVA and greater structural integrity. This is important for patient prognostication and counselling, as well as stratification for future gene therapy trials.

背景/目的:研究KCNV2视网膜病变患者的基因型-表型相关性。方法:回顾临床记录、最佳矫正视力(BCVA)、分子变异、视网膜电图(ERG)和视网膜成像。根据KCNV2变体的组合对受试者进行分组——两种功能丧失(TLOF)、两种错义(TM)或每种一种(MLOF)——并比较参数。结果:包括92例患者。TLOF(n=55)、TM(n=23)和MLOF(n=14)组的平均发病年龄(平均值±SD)分别为3.51±0.58、4.07±2.76 分别为5.54±3.38岁。TLOF、TM和MLOF组基线时的平均LogMAR BCVA(±SD)分别为0.89±0.25、0.67±0.38和0.81±0.35(右侧)和0.88±0.26、0.69±0.33 左眼分别为0.78±0.33。基线时各组间BCVA的差异在右眼(p=0.03)和左眼(p=0.035)中具有显著性。基线时TLOF、MLOF和TM组的平均外核层厚度(±SD)为37.07±15.20 µm,40.67±12.53 和40.38±18.67,差异无统计学意义(p=0.85)。平均椭球区宽度(EZW)损失(±SD)为2051 TLOF患者为µm(±1318),1314 MLOF为µm(±965)。TM组中只有一名患者出现EZW丢失。ERG的发现有相当大的重叠,尽管最大的DA 10 ERG b波与TLOF相关,最小的与TM变体相关。结论:错义改变的患者具有更好的BCVA和更大的结构完整性。这对患者的预后和咨询以及未来基因治疗试验的分层都很重要。
{"title":"<i>KCNV2</i>-associated retinopathy: genotype-phenotype correlations - <i>KCNV2</i> study group report 3.","authors":"Thales A C de Guimaraes, Michalis Georgiou, Anthony G Robson, Kaoru Fujinami, Ajoy Vincent, Fadi Nasser, Samer Khateb, Omar A Mahroo, Nikolas Pontikos, Maurício E Vargas, Alberta A H J Thiadens, Emanuel R de Carvalho, Xuan-Than-An Nguyen, Gavin Arno, Yu Fujinami-Yokokawa, Xiao Liu, Kazushige Tsunoda, Takaaki Hayashi, Belén Jiménez-Rolando, Maria Inmaculada Martin-Merida, Almudena Avila-Fernandez, Ester Carreño Salas, Blanca Garcia-Sandoval, Carmen Ayuso, Dror Sharon, Susanne Kohl, Rachel M Huckfeldt, Eyal Banin, Mark E Pennesi, Arif O Khan, Bernd Wissinger, Andrew R Webster, Elise Heon, Camiel J F Boon, Eberhard Zrenner, Michel Michaelides","doi":"10.1136/bjo-2023-323640","DOIUrl":"10.1136/bjo-2023-323640","url":null,"abstract":"<p><strong>Background/aims: </strong>To investigate genotype-phenotype associations in patients with <i>KCNV2</i> retinopathy.</p><p><strong>Methods: </strong>Review of clinical notes, best-corrected visual acuity (BCVA), molecular variants, electroretinography (ERG) and retinal imaging. Subjects were grouped according to the combination of <i>KCNV2</i> variants-two loss-of-function (TLOF), two missense (TM) or one of each (MLOF)-and parameters were compared.</p><p><strong>Results: </strong>Ninety-two patients were included. The mean age of onset (mean±SD) in TLOF (n=55), TM (n=23) and MLOF (n=14) groups was 3.51±0.58, 4.07±2.76 and 5.54±3.38 years, respectively. The mean LogMAR BCVA (±SD) at baseline in TLOF, TM and MLOF groups was 0.89±0.25, 0.67±0.38 and 0.81±0.35 for right, and 0.88±0.26, 0.69±0.33 and 0.78±0.33 for left eyes, respectively. The difference in BCVA between groups at baseline was significant in right (p=0.03) and left eyes (p=0.035). Mean outer nuclear layer thickness (±SD) at baseline in TLOF, MLOF and TM groups was 37.07±15.20 µm, 40.67±12.53 and 40.38±18.67, respectively, which was not significantly different (p=0.85). The mean ellipsoid zone width (EZW) loss (±SD) was 2051 µm (±1318) for patients in the TLOF, and 1314 µm (±965) for MLOF. Only one patient in the TM group had EZW loss at presentation. There was considerable overlap in ERG findings, although the largest DA 10 ERG b-waves were associated with TLOF and the smallest with TM variants.</p><p><strong>Conclusions: </strong>Patients with missense alterations had better BCVA and greater structural integrity. This is important for patient prognostication and counselling, as well as stratification for future gene therapy trials.</p>","PeriodicalId":9313,"journal":{"name":"British Journal of Ophthalmology","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11287651/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49674517","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Strategic combination of cultivated oral mucosal epithelial transplantation and postoperative limbal-rigid contact lens-wear for end-stage ocular surface disease: a retrospective cohort study. 培养的口腔粘膜上皮移植与术后角膜缘刚性接触镜佩戴相结合治疗终末期眼表疾病:一项回顾性队列研究。
IF 3.7 2区 医学 Q1 OPHTHALMOLOGY Pub Date : 2024-07-23 DOI: 10.1136/bjo-2023-323617
Yulia Aziza, Kojiro Imai, Motohiro Itoi, Hokoru Yoshioka, Seitaro Komai, Koji Kitazawa, Ratna Sitompul, Mayumi Ueta, Hideki Fukuoka, Tsutomu Inatomi, Shigeru Kinoshita, Chie Sotozono

Purpose: To provide the long-term outcome of patients with end-stage severe ocular surface disease (OSD) consecutively treated with cultivated oral mucosal epithelial transplantation (COMET) followed by limbal-rigid contact lens (CL)-wear therapy.

Design: Retrospective cohort.

Methods: In 23 eyes of 18 patients with severe OSD who underwent COMET surgery between 2002 and 2019 and who were followed with limbal-rigid CL-wear therapy for at least 1 year postoperative, patient demographics, best-corrected visual acuity (BCVA, logMAR), Ocular Surface Grading Scores (OSGS), surgical indication and adverse events were reviewed. Primary and secondary outcomes were BCVA and OSGS changes at baseline and final examination, respectively.

Results: This study involved 16 patients with Stevens-Johnson syndrome and 2 patients with mucous membrane pemphigoid (mean age: 59±15 years). The indications for COMET were as follows: corneal reconstruction for vision improvement (10 eyes (43.5%)), corneal reconstruction for persistent epithelial defect (4 eyes (17.4%)) and conjunctival (fornix) reconstruction for symblepharon release (9 eyes (39.1%)). The mean duration of CL-wear postsurgery was 6.4±3.9 years (range: 1.4 to 13.3 years). The mean BCVA at baseline and at final follow-up was logMAR 1.9±0.5 and 1.3±0.7, respectively (p<0.05). Compared with those at baseline, the OSGSs for symblepharon and upper and lower fornix shortening showed significant improvement at each follow-up time point post treatment initiation. No serious intraoperative or postoperative adverse events were observed.

Conclusion: In patients afflicted with severe OSD, COMET combined with limbal-rigid CL-wear therapy postsurgery was found effective for vision improvement and ocular surface stabilisation.

目的:为终末期严重眼表疾病(OSD)患者提供连续接受培养的口腔粘膜上皮移植(COMET)和角膜缘刚性接触镜(CL)佩戴治疗的长期结果。设计:回顾性队列。方法:在2002年至2019年间接受COMET手术的18名严重OSD患者中的23只眼中,他们接受了至少1年的角膜缘刚性CL佩戴治疗 回顾术后一年、患者人口统计学、最佳矫正视力(BCVA,logMAR)、眼表分级评分(OSGS)、手术指征和不良事件。主要和次要结果分别是基线检查和最终检查时的BCVA和OSGS变化。结果:本研究涉及16例Stevens-Johnson综合征患者和2例粘膜类天疱疮患者(平均年龄:59±15岁)。COMET的适应症为:角膜重建以改善视力(10眼(43.5%)),角膜重建以修复持续性上皮缺损(4眼(17.4%))和结膜(穹窿)重建以释放共生球蛋白(9眼(39.1%))。术后CL佩戴的平均时间为6.4±3.9年(范围:1.4至13.3年)。基线和最终随访时的平均BCVA为logMAR 1.9±0.5 和1.3±0.7(P结论:在患有严重OSD的患者中,术后COMET联合角膜缘刚性CL配戴治疗对视力改善和眼表稳定有效。
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引用次数: 0
Prediction of visual field progression with serial optic disc photographs using deep learning. 使用深度学习的系列视盘照片预测视野进展。
IF 3.7 2区 医学 Q1 OPHTHALMOLOGY Pub Date : 2024-07-23 DOI: 10.1136/bjo-2023-324277
Vahid Mohammadzadeh, Sean Wu, Tyler Davis, Arvind Vepa, Esteban Morales, Sajad Besharati, Kiumars Edalati, Jack Martinyan, Mahshad Rafiee, Arthur Martynian, Fabien Scalzo, Joseph Caprioli, Kouros Nouri-Mahdavi

Aim: We tested the hypothesis that visual field (VF) progression can be predicted with a deep learning model based on longitudinal pairs of optic disc photographs (ODP) acquired at earlier time points during follow-up.

Methods: 3919 eyes (2259 patients) with ≥2 ODPs at least 2 years apart, and ≥5 24-2 VF exams spanning ≥3 years of follow-up were included. Serial VF mean deviation (MD) rates of change were estimated starting at the fifth visit and subsequently by adding visits until final visit. VF progression was defined as a statistically significant negative slope at two consecutive visits and final visit. We built a twin-neural network with ResNet50-backbone. A pair of ODPs acquired up to a year before the VF progression date or the last VF in non-progressing eyes were included as input. Primary outcome measures were area under the receiver operating characteristic curve (AUC) and model accuracy.

Results: The average (SD) follow-up time and baseline VF MD were 8.1 (4.8) years and -3.3 (4.9) dB, respectively. VF progression was identified in 761 eyes (19%). The median (IQR) time to progression in progressing eyes was 7.3 (4.5-11.1) years. The AUC and accuracy for predicting VF progression were 0.862 (0.812-0.913) and 80.0% (73.9%-84.6%). When only fast-progressing eyes were considered (MD rate < -1.0 dB/year), AUC increased to 0.926 (0.857-0.994).

Conclusions: A deep learning model can predict subsequent glaucoma progression from longitudinal ODPs with clinically relevant accuracy. This model may be implemented, after validation, for predicting glaucoma progression in the clinical setting.

目的:我们检验了一种假设,即基于随访期间早期时间点获得的纵向视盘照片对,可以使用深度学习模型预测视野(VF)进展。方法:3919眼(2259名患者),间隔至少2年的ODPs≥2次,随访≥3年的VF检查≥5次24-2次。从第五次就诊开始,通过增加就诊次数直到最后一次就诊,对连续VF平均偏差(MD)变化率进行估计。VF进展被定义为连续两次就诊和最后一次就诊时具有统计学意义的负斜率。我们用ResNet50主干构建了一个双神经网络。一对在VF进展日期前一年或非进展眼睛最后一次VF前获得的ODP被纳入输入。主要的结果测量是受试者工作特征曲线下面积(AUC)和模型准确性。结果:平均(SD)随访时间和基线VF MD分别为8.1(4.8)年和-3.3(4.9)dB。761眼(19%)出现VF进展。进展期眼睛的中位(IQR)进展时间为7.3(4.5-11.1)年。预测VF进展的AUC和准确率分别为0.862(0.812-0.913)和80.0%(73.9%-84.6%)。当只考虑进展快的眼睛时(MD率<-1.0 dB/年),AUC增加到0.926(0.857-0.994)。结论:深度学习模型可以以临床相关的准确性预测纵向ODPs的后续青光眼进展。该模型可以在验证后用于预测临床环境中的青光眼进展。
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引用次数: 0
European Glaucoma Society research priorities for glaucoma care. 欧洲青光眼协会青光眼护理研究重点。
IF 3.7 2区 医学 Q1 OPHTHALMOLOGY Pub Date : 2024-07-23 DOI: 10.1136/bjo-2023-323648
Augusto Azuara-Blanco, Noleen McCorry, Andrew J Tatham, Stelios Georgoulas, Panayiota Founti, Cedric Schweitzer, Frances Meier-Gibbons, Philippe Denis, Anja Tuulonen, Gauti Johannesson, José María Martínez de la Casa, Verena Prokosch, Dimitrios A Giannoulis, Luis Abegão Pinto, David Garway-Heath, Fotis Topouzis

Background/aims: The goal of health research is to improve patients care and outcomes. Thus, it is essential that research addresses questions that are important to patients and clinicians. The aim of this study was to develop a list of priorities for glaucoma research involving stakeholders from different countries in Europe.

Methods: We used a three-phase method, including a two-round electronic Delphi survey and a workshop. The clinician and patient electronic surveys were conducted in parallel and independently. For phase I, the survey was distributed to patients from 27 European countries in 6 different languages, and to European Glaucoma Society members, ophthalmologists with expertise in glaucoma care, asking to name up to five research priorities. During phase II, participants were asked to rank the questions identified in phase I using a Likert scale. Phase III was a 1 day workshop with patients and clinicians. The purpose was to make decisions about the 10 most important research priorities using the top 20 priorities identified by patients and clinicians.

Results: In phase I, 308 patients and 150 clinicians were involved. In phase II, the highest-ranking priority for both patients and clinicians was 'treatments to restore vision'. In phase III, eight patients and four clinicians were involved. The top three priorities were 'treatments to stop sight loss', 'treatments to restore vision' and 'improved detection of worsening glaucoma'.

Conclusion: We have developed a list of priorities for glaucoma research involving clinicians and patients from different European countries that will help guide research efforts and investment.

背景/目的:健康研究的目标是改善患者的护理和结果。因此,研究必须解决对患者和临床医生很重要的问题。本研究的目的是制定一份青光眼研究的优先事项清单,涉及欧洲不同国家的利益相关者。方法:我们使用了三阶段方法,包括两轮电子德尔菲调查和研讨会。临床医生和患者的电子调查是平行和独立进行的。在第一阶段,该调查以6种不同的语言分发给了来自27个欧洲国家的患者,以及欧洲青光眼协会成员,即在青光眼护理方面具有专业知识的眼科医生,要求说出多达五个研究重点。在第二阶段,参与者被要求使用Likert量表对第一阶段确定的问题进行排名。第三阶段是1 与患者和临床医生的日间研讨会。目的是利用患者和临床医生确定的前20个优先事项,就10个最重要的研究优先事项做出决定。结果:在第一阶段,308名患者和150名临床医生参与其中。在第二阶段,患者和临床医生的最高优先事项是“恢复视力的治疗”。在第三阶段,8名患者和4名临床医生参与其中。前三个优先事项是“停止视力丧失的治疗”、“恢复视力的治疗”和“改善青光眼恶化的检测”。结论:我们制定了一份青光眼研究的优先事项清单,涉及来自不同欧洲国家的临床医生和患者,这将有助于指导研究工作和投资。
{"title":"European Glaucoma Society research priorities for glaucoma care.","authors":"Augusto Azuara-Blanco, Noleen McCorry, Andrew J Tatham, Stelios Georgoulas, Panayiota Founti, Cedric Schweitzer, Frances Meier-Gibbons, Philippe Denis, Anja Tuulonen, Gauti Johannesson, José María Martínez de la Casa, Verena Prokosch, Dimitrios A Giannoulis, Luis Abegão Pinto, David Garway-Heath, Fotis Topouzis","doi":"10.1136/bjo-2023-323648","DOIUrl":"10.1136/bjo-2023-323648","url":null,"abstract":"<p><strong>Background/aims: </strong>The goal of health research is to improve patients care and outcomes. Thus, it is essential that research addresses questions that are important to patients and clinicians. The aim of this study was to develop a list of priorities for glaucoma research involving stakeholders from different countries in Europe.</p><p><strong>Methods: </strong>We used a three-phase method, including a two-round electronic Delphi survey and a workshop. The clinician and patient electronic surveys were conducted in parallel and independently. For phase I, the survey was distributed to patients from 27 European countries in 6 different languages, and to European Glaucoma Society members, ophthalmologists with expertise in glaucoma care, asking to name up to five research priorities. During phase II, participants were asked to rank the questions identified in phase I using a Likert scale. Phase III was a 1 day workshop with patients and clinicians. The purpose was to make decisions about the 10 most important research priorities using the top 20 priorities identified by patients and clinicians.</p><p><strong>Results: </strong>In phase I, 308 patients and 150 clinicians were involved. In phase II, the highest-ranking priority for both patients and clinicians was 'treatments to restore vision'. In phase III, eight patients and four clinicians were involved. The top three priorities were 'treatments to stop sight loss', 'treatments to restore vision' and 'improved detection of worsening glaucoma'.</p><p><strong>Conclusion: </strong>We have developed a list of priorities for glaucoma research involving clinicians and patients from different European countries that will help guide research efforts and investment.</p>","PeriodicalId":9313,"journal":{"name":"British Journal of Ophthalmology","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11287634/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71478289","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Developing a privacy-preserving deep learning model for glaucoma detection: a multicentre study with federated learning. 开发一种用于青光眼检测的隐私保护深度学习模型:一项联合学习的多中心研究。
IF 3.7 2区 医学 Q1 OPHTHALMOLOGY Pub Date : 2024-07-23 DOI: 10.1136/bjo-2023-324188
An Ran Ran, Xi Wang, Poemen P Chan, Mandy O M Wong, Hunter Yuen, Nai Man Lam, Noel C Y Chan, Wilson W K Yip, Alvin L Young, Hon-Wah Yung, Robert T Chang, Suria S Mannil, Yih-Chung Tham, Ching-Yu Cheng, Tien Yin Wong, Chi Pui Pang, Pheng-Ann Heng, Clement C Tham, Carol Y Cheung

Background: Deep learning (DL) is promising to detect glaucoma. However, patients' privacy and data security are major concerns when pooling all data for model development. We developed a privacy-preserving DL model using the federated learning (FL) paradigm to detect glaucoma from optical coherence tomography (OCT) images.

Methods: This is a multicentre study. The FL paradigm consisted of a 'central server' and seven eye centres in Hong Kong, the USA and Singapore. Each centre first trained a model locally with its own OCT optic disc volumetric dataset and then uploaded its model parameters to the central server. The central server used FedProx algorithm to aggregate all centres' model parameters. Subsequently, the aggregated parameters are redistributed to each centre for its local model optimisation. We experimented with three three-dimensional (3D) networks to evaluate the stabilities of the FL paradigm. Lastly, we tested the FL model on two prospectively collected unseen datasets.

Results: We used 9326 volumetric OCT scans from 2785 subjects. The FL model performed consistently well with different networks in 7 centres (accuracies 78.3%-98.5%, 75.9%-97.0%, and 78.3%-97.5%, respectively) and stably in the 2 unseen datasets (accuracies 84.8%-87.7%, 81.3%-84.8%, and 86.0%-87.8%, respectively). The FL model achieved non-inferior performance in classifying glaucoma compared with the traditional model and significantly outperformed the individual models.

Conclusion: The 3D FL model could leverage all the datasets and achieve generalisable performance, without data exchange across centres. This study demonstrated an OCT-based FL paradigm for glaucoma identification with ensured patient privacy and data security, charting another course toward the real-world transition of artificial intelligence in ophthalmology.

背景:深度学习(DL)有望检测青光眼。然而,在汇集所有数据用于模型开发时,患者的隐私和数据安全是主要问题。我们使用联合学习(FL)范式开发了一个保护隐私的DL模型,从光学相干断层扫描(OCT)图像中检测青光眼。方法:这是一项多中心研究。FL模式由香港、美国和新加坡的一个“中心服务器”和七个眼科中心组成。每个中心首先用自己的OCT视盘体积数据集在本地训练模型,然后将其模型参数上传到中央服务器。中央服务器使用FedProx算法聚合所有中心的模型参数。随后,聚合参数被重新分配到每个中心,用于其局部模型优化。我们对三个三维(3D)网络进行了实验,以评估FL范式的稳定性。最后,我们在两个前瞻性收集的未公开数据集上测试了FL模型。结果:我们使用了来自2785名受试者的9326次体积OCT扫描。FL模型在7个中心的不同网络中表现一致(准确率分别为78.3%-98.5%、75.9%-97.0%和78.3%-97.5%),在2个未发现的数据集中表现稳定(准确率依次为84.8%-8.7%、81.3%-84.8%和86.0%-87.8%)。与传统模型相比,FL模型在青光眼分类方面的表现并不差,并且显著优于单个模型。结论:3D FL模型可以利用所有数据集并实现通用性能,而无需跨中心进行数据交换。这项研究展示了一种基于OCT的青光眼识别FL范式,确保了患者隐私和数据安全,为人工智能在眼科的现实世界转型指明了另一条道路。
{"title":"Developing a privacy-preserving deep learning model for glaucoma detection: a multicentre study with federated learning.","authors":"An Ran Ran, Xi Wang, Poemen P Chan, Mandy O M Wong, Hunter Yuen, Nai Man Lam, Noel C Y Chan, Wilson W K Yip, Alvin L Young, Hon-Wah Yung, Robert T Chang, Suria S Mannil, Yih-Chung Tham, Ching-Yu Cheng, Tien Yin Wong, Chi Pui Pang, Pheng-Ann Heng, Clement C Tham, Carol Y Cheung","doi":"10.1136/bjo-2023-324188","DOIUrl":"10.1136/bjo-2023-324188","url":null,"abstract":"<p><strong>Background: </strong>Deep learning (DL) is promising to detect glaucoma. However, patients' privacy and data security are major concerns when pooling all data for model development. We developed a privacy-preserving DL model using the federated learning (FL) paradigm to detect glaucoma from optical coherence tomography (OCT) images.</p><p><strong>Methods: </strong>This is a multicentre study. The FL paradigm consisted of a 'central server' and seven eye centres in Hong Kong, the USA and Singapore. Each centre first trained a model locally with its own OCT optic disc volumetric dataset and then uploaded its model parameters to the central server. The central server used FedProx algorithm to aggregate all centres' model parameters. Subsequently, the aggregated parameters are redistributed to each centre for its local model optimisation. We experimented with three three-dimensional (3D) networks to evaluate the stabilities of the FL paradigm. Lastly, we tested the FL model on two prospectively collected unseen datasets.</p><p><strong>Results: </strong>We used 9326 volumetric OCT scans from 2785 subjects. The FL model performed consistently well with different networks in 7 centres (accuracies 78.3%-98.5%, 75.9%-97.0%, and 78.3%-97.5%, respectively) and stably in the 2 unseen datasets (accuracies 84.8%-87.7%, 81.3%-84.8%, and 86.0%-87.8%, respectively). The FL model achieved non-inferior performance in classifying glaucoma compared with the traditional model and significantly outperformed the individual models.</p><p><strong>Conclusion: </strong>The 3D FL model could leverage all the datasets and achieve generalisable performance, without data exchange across centres. This study demonstrated an OCT-based FL paradigm for glaucoma identification with ensured patient privacy and data security, charting another course toward the real-world transition of artificial intelligence in ophthalmology.</p>","PeriodicalId":9313,"journal":{"name":"British Journal of Ophthalmology","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49674520","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation of a self-imaging OCT for remote diagnosis and monitoring of retinal diseases. 自成像OCT用于视网膜疾病远程诊断和监测的评估。
IF 3.7 2区 医学 Q1 OPHTHALMOLOGY Pub Date : 2024-07-23 DOI: 10.1136/bjo-2023-324012
Zitian Liu, Wenyong Huang, Zhenyu Wang, Ling Jin, Nathan Congdon, Yingfeng Zheng, Shida Chen, Yizhi Liu

Objectives: To evaluate the feasibility and accuracy of a portable, self-imaging optical coherence tomography (OCT) for measuring central subfield thickness (CST) and achieving diagnostic concordance for retinal lesions compared with clinic-based spectral-domain OCT (SD-OCT).

Methods: This comparative, cross-sectional study was conducted between August 2020 and February 2021. Two groups of adult participants were recruited: (1) a selected cohort of 160 participants with confirmed diagnosis and (2) a consecutive cohort of 315 participants recruited randomly. All participants underwent self-imaging OCT examination, as well as standard OCT examination. CST was automatically calculated for comparisons between the two OCT devices. Diagnostic concordance for retinal lesions and the success rate of self-imaging were assessed within the consecutive cohort.

Results: In the selected cohort, self-imaging OCT images yielded consistent CST with SD-OCT, with a mean difference of 0.1±7.7 µm for normal eyes, 4.9±10.6 µm for macular oedema, -1.3±9.5 µm for choroidal neovascularisation, 5.0±7.8 µm for epiretinal membrane. The self-imaging OCT also demonstrated good repeatability, with a mean test-retest difference in CST of 0.7±3.9 µm and limits of agreement ranging from -6.9 to 8.3 µm. Additionally, within the consecutive cohort, interdevice κ values ranged for detecting various retinal lesions ranged from 0.8 to 1.0, except in the cases of retinal detachment (κ=0.5). All eyes (100%) in the selected cohort and 242 eyes (76.8%) in the consecutive cohort successfully completed self-imaging. Participants spent less time on self-imaging compared with SD-OCT operated by a technician (66.7±20.1 vs 73.3±32.5, p<0.01). A majority of participants (90%) found the self-imaging process 'easy' and 'comfortable'.

Conclusions and relevance: This study demonstrates that our self-imaging OCT and clinical-used SD-OCT are highly consistent not only in measuring the CST but also in identifying most retinal lesions.

目的:与基于临床的光谱域OCT(SD-OCT)相比,评估便携式自成像光学相干断层扫描(OCT)测量中心亚场厚度(CST)并实现视网膜病变诊断一致性的可行性和准确性。方法:这项比较横断面研究于2020年8月至2021年2月进行。招募了两组成年参与者:(1)160名确诊参与者的选定队列和(2)随机招募的315名参与者的连续队列。所有参与者均接受了自成像OCT检查以及标准OCT检查。CST是为两个OCT装置之间的比较而自动计算的。在连续的队列中评估视网膜病变的诊断一致性和自我成像的成功率。结果:在选定的队列中,自成像OCT图像产生的CST与SD-OCT一致,平均差异为0.1±7.7 µm(正常眼睛),4.9±10.6 µm用于黄斑水肿,-1.3±9.5 µm用于脉络膜新生血管,5.0±7.8 µm用于视网膜前膜。自成像OCT也显示出良好的可重复性,CST的平均重测差异为0.7±3.9 µm,一致性范围从-6.9到8.3 µm。此外,在连续队列中,除视网膜脱离(κ=0.5)外,用于检测各种视网膜病变的设备间κ值范围为0.8至1.0。所选队列中的所有眼睛(100%)和连续队列中的242只眼睛(76.8%)成功完成了自成像。与技术人员操作的SD-OCT相比,参与者在自我成像上花费的时间更少(66.7±20.1 vs 73.3±32.5,P结论和相关性:本研究表明,我们的自我成像OCT和临床使用的SD-OCT不仅在测量CST方面,而且在识别大多数视网膜病变方面高度一致。
{"title":"Evaluation of a self-imaging OCT for remote diagnosis and monitoring of retinal diseases.","authors":"Zitian Liu, Wenyong Huang, Zhenyu Wang, Ling Jin, Nathan Congdon, Yingfeng Zheng, Shida Chen, Yizhi Liu","doi":"10.1136/bjo-2023-324012","DOIUrl":"10.1136/bjo-2023-324012","url":null,"abstract":"<p><strong>Objectives: </strong>To evaluate the feasibility and accuracy of a portable, self-imaging optical coherence tomography (OCT) for measuring central subfield thickness (CST) and achieving diagnostic concordance for retinal lesions compared with clinic-based spectral-domain OCT (SD-OCT).</p><p><strong>Methods: </strong>This comparative, cross-sectional study was conducted between August 2020 and February 2021. Two groups of adult participants were recruited: (1) a selected cohort of 160 participants with confirmed diagnosis and (2) a consecutive cohort of 315 participants recruited randomly. All participants underwent self-imaging OCT examination, as well as standard OCT examination. CST was automatically calculated for comparisons between the two OCT devices. Diagnostic concordance for retinal lesions and the success rate of self-imaging were assessed within the consecutive cohort.</p><p><strong>Results: </strong>In the selected cohort, self-imaging OCT images yielded consistent CST with SD-OCT, with a mean difference of 0.1±7.7 µm for normal eyes, 4.9±10.6 µm for macular oedema, -1.3±9.5 µm for choroidal neovascularisation, 5.0±7.8 µm for epiretinal membrane. The self-imaging OCT also demonstrated good repeatability, with a mean test-retest difference in CST of 0.7±3.9 µm and limits of agreement ranging from -6.9 to 8.3 µm. Additionally, within the consecutive cohort, interdevice κ values ranged for detecting various retinal lesions ranged from 0.8 to 1.0, except in the cases of retinal detachment (κ=0.5). All eyes (100%) in the selected cohort and 242 eyes (76.8%) in the consecutive cohort successfully completed self-imaging. Participants spent less time on self-imaging compared with SD-OCT operated by a technician (66.7±20.1 vs 73.3±32.5, p<0.01). A majority of participants (90%) found the self-imaging process 'easy' and 'comfortable'.</p><p><strong>Conclusions and relevance: </strong>This study demonstrates that our self-imaging OCT and clinical-used SD-OCT are highly consistent not only in measuring the CST but also in identifying most retinal lesions.</p>","PeriodicalId":9313,"journal":{"name":"British Journal of Ophthalmology","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71410709","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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British Journal of Ophthalmology
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