Dry Eye Syndromes

干眼综合征
  • 文章类型: Journal Article
    本研究的目的是探讨异位脑胺的保护作用和潜在机制,一种天然的渗透保护剂,干眼症眼表粘蛋白的产生。
    在暴露于干燥应激(DS)的C57BL/6小鼠中建立干眼模型,未处理(UT)小鼠作为对照。DS小鼠用2.0%艾克托因或PBS载体局部处理。通过俄勒冈绿葡聚糖(OGD)荧光染色评估角膜上皮缺损。结膜杯状细胞,眼粘蛋白,和T帮助(Th)细胞因子通过免疫荧光染色或ELISA进行评估,和RT-qPCR。
    与UT小鼠相比,角膜上皮缺损被检测为强点OGD荧光染色DS小鼠与载体,而ectoine治疗将OGD染色大大降低至接近正常水平。DS小鼠结膜杯状细胞密度和细胞大小明显下降,但通过艾克托因治疗显着恢复。两种凝胶分泌型MUC5AC和MUC2的蛋白质产生和mRNA表达,以及4种跨膜粘蛋白,MUC1,MUC4,MUC16和MUC15在DS小鼠中大幅下降,但是被ectoine修复了。此外,Th2细胞因子IL-13被抑制,而Th1细胞因子IFN-γ在DS小鼠的结膜和引流颈淋巴结(CLN)中的蛋白质和mRNA水平受到刺激,导致IL-13/IFN-γ比值降低。有趣的是,2.0%的埃托因逆转了它们的交替,并恢复了IL-13/IFN-γ平衡。
    我们的研究结果表明,外用外用能显著减少角膜损伤,并通过恢复小鼠干眼模型中不平衡的IL-13/IFN-γ信号传导来增强杯状细胞密度和粘蛋白产生。这表明天然渗透保护剂艾托因治疗干眼病的潜力。
    UNASSIGNED: This study aimed to explore protective effects and potential mechanism of ectoine, a natural osmoprotectant, on ocular surface mucin production in dry eye disease.
    UNASSIGNED: A dry eye model was established in C57BL/6 mice exposed to desiccating stress (DS) with untreated (UT) mice as controls. DS mice were topically treated with 2.0% ectoine or PBS vehicle. Corneal epithelial defects were assessed by Oregon Green Dextran (OGD) fluorescent staining. Conjunctival goblet cells, ocular mucins, and T help (Th) cytokines were evaluated by immunofluorescent staining or ELISA, and RT-qPCR.
    UNASSIGNED: Compared with UT mice, corneal epithelial defects were detected as strong punctate OGD fluorescent staining in DS mice with vehicle, whereas ectoine treatment largely reduced OGD staining to near-normal levels. Conjunctival goblet cell density and cell size decreased markedly in DS mice, but was significantly recovered by ectoine treatment. The protein production and mRNA expression of two gel-forming secreted MUC5AC and MUC2, and 4 transmembrane mucins, MUC1, MUC4, MUC16, and MUC15, largely decreased in DS mice, but was restored by ectoine. Furthermore, Th2 cytokine IL-13 was inhibited, whereas Th1 cytokine IFN-γ was stimulated at protein and mRNA levels in conjunctiva and draining cervical lymph nodes (CLNs) of DS mice, leading to decreased IL-13/IFN-γ ratio. Interestingly, 2.0% ectoine reversed their alternations and restored IL-13/IFN-γ balance.
    UNASSIGNED: Our findings demonstrate that topical ectoine significantly reduces corneal damage, and enhances goblet cell density and mucin production through restoring imbalanced IL-13/IFN-γ signaling in murine dry eye model. This suggests therapeutic potential of natural osmoprotectant ectoine for dry eye disease.
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  • 文章类型: Journal Article
    背景和目的:干眼症(DED)是一种慢性疾病,其特征是泪膜不稳定和眼表破坏,显著影响患者生活质量。本研究旨在为脱水羊膜(dAM,Omnigen®)通过专用绷带隐形眼镜(sBCL,OmniLenz)用于管理中度至重度DED。材料和方法:这项随机对照试验(NCT04553432)涉及93名中度至重度DED患者,随机接受为期1周的双侧dAM治疗(直径17mm,中央窗口6mm),应用于sBCL或单独的sBCL。参与者在基线时进行评估,并在治疗后1、3和6个月进行随访。结果包括症状学的变化,泪膜和眼表测量,角膜神经参数和角膜树突状细胞(CDC)计数的体内共聚焦显微镜成像。结果:dAM-sBCL组在6个月时OSDI评分降低了65%(p<0.001),88%的参与者在1个月时表现出改善。两组角膜染色均明显降低。dAM-sBCL在1个月时提供了角膜神经参数的显着改善,持续3个月的积极趋势。此外,dAM-sBCL显着减少成熟的CDC计数,表明有抗炎作用.结论:用dAM-sBCL治疗仅1周显著且快速改善干眼症状以及眼表体征至少3个月。它还可以增强角膜神经健康,同时减少激活/成熟的角膜炎症细胞数量,为中度至重度DED提供安全且有希望的新疗法。
    Background and Objectives: Dry Eye Disease (DED) is a chronic condition characterised by tear film instability and ocular surface disruption, significantly impacting patients\' quality of life. This study aimed to provide top-level clinical evidence for the long-term efficacy of dehydrated amniotic membrane (dAM, Omnigen®) delivered via a specialised bandage contact lens (sBCL, OmniLenz) for managing moderate-to-severe DED. Materials and Methods: This randomised controlled trial (NCT04553432) involved 93 participants with moderate-to-severe DED, randomised to receive a 1-week bilateral treatment of either dAM (17 mm diameter with 6 mm central \'window\') applied under a sBCL or sBCL alone. Participants were assessed at baseline and followed up at 1, 3, and 6 months post-treatment. Outcomes included changes in symptomatology, tear film and ocular surface measurements, and in vivo confocal microscopy imaging of corneal nerve parameters and corneal dendritic cell (CDC) counts. Results: The dAM-sBCL group demonstrated a 65% reduction in OSDI scores at 6 months (p < 0.001), with 88% of participants showing improvement at 1 month. Corneal staining was significantly reduced in both groups. dAM-sBCL provided significant improvements in corneal nerve parameters at 1 month, with sustained positive trends at 3 months. Additionally, dAM-sBCL significantly reduced mature CDC counts, suggesting an anti-inflammatory effect. Conclusions: Treatment with dAM-sBCL for just 1 week significantly and rapidly improved dry eye symptoms as well as ocular surface signs for at least 3 months. It also enhanced corneal nerve health while reducing activated/mature corneal inflammatory cell numbers, presenting a safe and promising new treatment for moderate-to-severe DED.
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  • 文章类型: Journal Article
    目的:评价激光辅助原位角膜磨镶术(LASIK)患者干眼症(DED)的患病率。
    方法:对连续接受完整眼表检查的LASIK候选人进行了图表回顾,包括眼表疾病指数(OSDI),非侵入性测试(非侵入性泪液破裂时间[ni-TBUT],撕裂半月板高度,脂质层厚度,和介体图),和侵入性测试(Schirmer测试I,荧光素TBUT,角膜染色,和睑板腺[MG]表达能力)。DED的患病率是根据干眼研讨会II(DEWSII)计算的,以及日本和亚洲干眼协会(JDES/ADES)标准。
    结果:总计,评估了135例患者(270只眼)。平均年龄为32.6±8.3岁,62.9%为女性(n=85);19例(15.4%)戴隐形眼镜,31例患者(23.8%)使用人工泪液。平均OSDI为18.2±16.9,异常率为54.1%(n=62)。下眼睑MG脱落是异常结果百分比最高的迹象(61.5%;n=83)。除ni-TBUT外,男性和女性在任何测试中都没有差异(分别为6.3±0.3和7.2±0.2;P=0.002)。干眼症患病率分别为25.9%和53.3%,根据JDES/ADES和DEWSII标准,分别。DED的唯一重要危险因素是DEWSII(比值比[OR]=3.5,置信区间[1.35-9.39])和JDES/ADES(OR=2.58,CI[1.03-6.48])的人工泪液使用。
    结论:本研究发现LASIK候选患者中DED和异常的患病率很高,并强调了光折变手术前眼表评估的重要性。
    OBJECTIVE: To evaluate the prevalence of dry eye disease (DED) in laser-assisted in situ keratomileusis (LASIK) candidates.
    METHODS: A chart review of consecutive LASIK candidates who underwent full ocular surface work-up was performed, including ocular surface disease index (OSDI), noninvasive tests (noninvasive tear breakup time [ni-TBUT], tear meniscus height, lipid layer thickness, and meibography), and invasive tests (Schirmer test I, fluorescein TBUT, corneal staining, and meibomian gland [MG] expressibility). The prevalence of DED was calculated according to the Dry Eye Workshop II (DEWS II), and Japanese and Asia Dry Eye Society (JDES/ADES) criteria.
    RESULTS: In total, 135 patients (270 eyes) were evaluated. The mean age was 32.6±8.3 years, and 62.9% were women (n=85); 19 patients (15.4%) wore contact lenses, and 31 patients (23.8%) used artificial tears. The mean OSDI was 18.2±16.9, which was abnormal in 54.1% (n=62). Inferior lid MG dropout was the sign with the highest percentage of abnormal results (61.5%; n=83). There were no differences between men and women in any test except for ni-TBUT (6.3±0.3 and 7.2±0.2, respectively; P=0.002). Dry eye disease prevalence was 25.9% and 53.3%, according to JDES/ADES and DEWS II criteria, respectively. The only significant risk factor for DED was artificial tear use for both DEWS II (odds ratio [OR]=3.5, confidence interval [CI] [1.35-9.39]) and JDES/ADES (OR=2.58, CI [1.03-6.48]).
    CONCLUSIONS: This study found a high prevalence of DED and abnormalities in LASIK candidates and highlights the importance of ocular surface evaluation before photorefractive surgery.
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  • 文章类型: Journal Article
    目的:探讨原发性获得性鼻泪管阻塞(PANDO)患者干眼(DE)的患病率和泪膜稳定性的变化。
    方法:在此横截面中,观察性研究,对223例PANDO患者的370只眼进行了评估。眼表疾病指数(OSDI)用于评估眼表症状,并使用角膜摄影5M无创眼表分析仪评估眼表参数。根据TFOSDEWSII标准,OSDI≥13且NIKBUT<10s的患者被诊断为DE。
    结果:在223名PANDO患者中,65(29.1%)符合DE的诊断标准。与没有DE的患者相比,患有DE的PANDO患者明显年龄较大(p<0.001),有一个较长的持续时间的溢泪(p=0.023),并且更可能对泪囊压力(ROPLAS)信号(p=0.003)有正反流。多因素分析表明,年龄较大,ROPLAS阳性和高血压是DE的显著独立预测因子(p<0.05)。在147例无DE的单侧PANDO患者中,TMH,NIKBUT-First,PANDO两侧的NIKBUT平均和球红斑评分明显较高。
    结论:这项研究表明,在PANDO患者中,DE的患病率为29.1%,并且在年龄较大的患者中更容易发生,有高血压,ROPLAS阳性。此外,单侧鼻泪管阻塞的患者,在健康眼睛中观察到泪膜稳定性降低。
    OBJECTIVE: Exploring the prevalence of dry eye (DE) and the changes of tear film stability in patients with primary acquired obstruction of the nasolacrimal duct (PANDO).
    METHODS: In this cross-sectional, observational study, 370 eyes in 223 patients with PANDO were assessed. The ocular surface disease index (OSDI) was used to evaluate ocular surface symptoms, and the Keratograph 5M non-invasive ocular surface analyser was used to assess ocular surface parameters. According to the TFOS DEWS II criteria, patients with OSDI ≥ 13 and NIKBUT < 10 s were diagnosed with DE.
    RESULTS: Of the 223 PANDO patients, 65 (29.1%) met the diagnostic criteria for DE. Compared with patients without DE, PANDO patients with DE were significantly older (p < 0.001), had a longer duration of epiphora (p = 0.023), and more likely to have a positive regurgitation on pressure over the lacrimal sac (ROPLAS) sign (p = 0.003). Multifactorial analysis showed that older age, positive ROPLAS and hypertension were significant independent predictors of DE (p < 0.05). Among the 147 unilateral PANDO patients without DE, the TMH, NIKBUT-first, NIKBUT-average and bulbar erythema scores were significantly higher in the PANDO sides.
    CONCLUSIONS: This study illustrated the prevalence of DE in PANDO patients was 29.1% and DE is more likely to occur in those who are older, have hypertension and are positive for ROPLAS. In addition, in patients with unilateral nasolacrimal duct obstruction, a decrease in tear film stability was observed in the healthy eye.
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  • 文章类型: Journal Article
    识别早期生物标志物和有效的检测设备,以区分继发于自身免疫性疾病的干眼病(Sjögren综合征干眼病)与非Sjögren干眼病是适当治疗的先决条件。我们旨在证明一种新型光检测设备的能力,以评估泪液乳铁蛋白水平,作为区分与干眼病相关的全身状况的工具。纳入非Sjögren和Sjögren综合征干眼症患者(分别为n=54和n=52)和对照组(n=11)。所有参与者完成了眼表疾病指数问卷。用Schirmer试验进行泪液收集,使用裂隙灯检查撕裂破裂时间。使用我们新开发的光检测设备对泪液乳铁蛋白进行了评估。非Sjögren干眼病患者的平均乳铁蛋白浓度显着降低(0.337±0.227mg/mL,n=54)和干燥综合征干眼症(0.087±0.010mg/mL,n=52)比对照样品(1.272±0.54mg/mL,n=11)(p<0.0001)。Further,干燥综合征干眼症患者的乳铁蛋白水平低于非干燥综合征干眼症患者(p<0.001).我们的成本效益,无抗体,用于评估泪液乳铁蛋白水平的高灵敏度光检测装置可以帮助眼科医生区分不同类型的干眼症。
    Identification of an early biomarker and effective testing device to differentiate dry eye disease secondary to autoimmune disease (Sjögren\'s syndrome dry eye disease) from non-Sjögren\'s dry eye disease are prerequisites for appropriate treatment. We aimed to demonstrate the capacity of a new photo-detection device to evaluate tear lactoferrin levels as a tool for differentiating systemic conditions associated with dry eye disease. Patients with non-Sjögren\'s and Sjögren\'s syndrome dry eye disease (n = 54 and n = 52, respectively) and controls (n = 11) were enrolled. All participants completed the Ocular Surface Disease Index questionnaire. Tear collection was performed with Schirmer test, and tear break-up time was examined using a slit lamp. Tear lactoferrin was evaluated using our newly developed photo-detection device. The average lactoferrin concentration was significantly lower in samples from patients with non-Sjögren\'s dry eye disease (0.337 ± 0.227 mg/mL, n = 54) and Sjögren\'s syndrome dry eye disease (0.087 ± 0.010 mg/mL, n = 52) than in control samples (1.272 ± 0.54 mg/mL, n = 11) (p < 0.0001). Further, lactoferrin levels were lower in patients with Sjögren\'s syndrome dry eye disease than in those with non-Sjögren\'s dry eye disease (p < 0.001). Our cost-effective, antibody-free, highly sensitive photo-detection device for evaluating tear lactoferrin levels can assist ophthalmologists in differentiating different types of dry eye diseases.
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  • 文章类型: Journal Article
    强烈的脉冲光有越来越多的研究支持其在嫩肤中的使用,皮肤病,以及眼部酒渣鼻,干眼症和睑板腺功能障碍。本文将从一个治疗干眼症的方案的概念开始,使用宽频带光线的眼睑炎和口疮,一种强烈的脉冲光,以及它演变为许多患者的改变生活的办公室程序。优化设置的方法,协商期间的考虑,详细的程序,经过治疗护理,和潜在的并发症,以避免都解释。还讨论了眼周和面部年轻化治疗方案。这对于临床医生来说应该是一个有用的指南,希望在他们的办公室治疗设备中添加强脉冲光,以显着改善患者的生活。
    Intense pulsed light has a growing body of research supporting its use in skin rejuvenation, dermatologic conditions, as well as ocular rosacea, dry eyes and meibomian gland dysfunction. This paper will start with the conception of one protocol for treating dry eyes, blepharitis and styes using broad band light, a version of intense pulsed light, and its evolution into a life-changing in-office procedure for many patients. The approach for optimizing the settings, considerations during the consultation, the procedure in detail, after treatment care, and potential complications to avoid are all explained. Periocular and facial rejuvenation treatment protocols are discussed as well. This should be a useful guide for clinicians looking to add intense pulsed light to their in-office treatment armamentarium to significantly improve the lives of their patients.
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  • 文章类型: Journal Article
    目的:I-131治疗后与分化型甲状腺癌(DTC)相关的最常见的泪器功能障碍是干眼和鼻泪管阻塞(NLDO),导致患者眼部不适和生活质量下降。诊断和管理与I-131治疗DTC相关的泪器功能障碍至关重要。因此,本文旨在全面总结和分析I-131治疗DTC导致泪器功能障碍的机制和治疗方案的进展。
    方法:CNKI综合检索,PubMed,和WedofScience从数据库中进行到2023年12月。关键搜索词是\"甲状腺癌\",\"I-131\",“并发症”,\"干眼\",\"Epiphora\",\"眼泪\",“鼻泪管”和“NLDO”。
    结果:研究表明,I-131治疗DTC会对泪腺和鼻泪管系统造成损害,导致干眼症等症状,顿唇,还有粘液分泌物.此外,最近的研究集中在探索疾病的相关危险因素以及实验和临床治疗。然而,关于所涉及的机制存在一些争议,无论是由于I-131在眼泪中的被动流动,泪囊和鼻泪管中的钠碘转运体(NIS)主动摄取I-131,或由I-131引起的继发性代谢和激素紊乱。
    结论:眼科医生的早期发现和预防措施至关重要,并且需要进一步研究以阐明该疾病的潜在机制。
    OBJECTIVE: The most prevalent lacrimal apparatus dysfunctions associated with differentiated thyroid cancer(DTC) after I-131 therapy are dry eye and nasolacrimal duct obstruction(NLDO), leading to ocular discomfort and lower quality of life for patients. It is crucial to diagnose and manage lacrimal apparatus dysfunction associated with I-131 therapy for DTC. Therefore, this review aims to comprehensively summarize and analyze the advances in mechanisms and therapeutic options underlying lacrimal apparatus dysfunction induced by I-131 therapy for DTC.
    METHODS: A comprehensive search of CNKI, PubMed, and Wed of Science was performed from the database to December of 2023. Key search terms were \"Thyroid cancer\", \"I-131\", \"Complications\", \"Dry eye\", \"Epiphora\", \"Tear\", \"Nasolacrimal duct\" and \"NLDO\".
    RESULTS: The research indicates that I-131 therapy for DTC causes damage to the lacrimal glands and nasolacrimal duct system, resulting in symptoms such as dry eye, epiphora, and mucoid secretions. Moreover, recent research has focused on exploring relevant risk factors of the condition and experimental and clinical treatments. However, there is some controversy regarding the mechanisms involved, whether it is due to the passive flow of I-131 in tears, active uptake of I-131 by the sodium-iodide symporter (NIS) in the lacrimal sac and nasolacrimal duct, or secondary metabolic and hormonal disturbances caused by I-131.
    CONCLUSIONS: It is crucial for early detection and preventive measures by ophthalmologists and the need for further studies to elucidate the mechanisms underlying the disease.
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  • 文章类型: Journal Article
    本研究旨在使用针对干眼症的虚拟设置问卷评估OSDI-6(C-OSDI-6)的中文翻译版本的有效性。共有270名参与者(136名男性,50.4%和134名女性,49.6%),评估平均年龄28.22±9.01岁,根据干眼研讨会提出的标准诊断完成了OSDI-12问卷的中文翻译版本(C-OSDI-12)。使用选定项目的研究数据(一种称为虚拟验证的新方法)分析了有效性和心理测量特性。根据OSDI-6的作者的建议,从C-OSDI-12中提取了六个项目,并进行了比较。C-OSDI-12和C-OSDI-6的总分分别为30.27±13.19和6.95±3.53。在总C-OSDI-6评分和总C-OSDI-12评分之间发现显著的可靠性(r=0.865,p<0.001)。C-OSDI-6的感染和装备在1.26和0.78之间。在中国成人干眼参与者中,C-OSDI-6证明有效且具有心理测量反应。这项虚拟验证研究的结果需要在实际使用的纵向验证研究中得到证实。
    This study aimed to evaluate the validity of the Chinese translation version of OSDI-6 (C-OSDI-6) using a virtual set-up questionnaire for dry eye disease. A total of 270 participants (136 males, 50.4% and 134 females, 49.6%) with a mean age of 28.22 ± 9.01 years were assessed, diagnosed under the criteria put forth by Dry Eye Workshop completed the Chinese translated version of the OSDI-12 questionnaire (C-OSDI-12). Validity and psychometric properties were analyzed using the study data on the selected items (a new approach called virtual validation). The six items were extracted from the C-OSDI-12 as suggested by the authors of OSDI-6 and compared. The total scores of C-OSDI-12 and C-OSDI-6 were 30.27 ± 13.19 and 6.95 ± 3.53, respectively. Significant reliability was found between the total C-OSDI-6 score and the total C-OSDI-12 score (r = 0.865, p < 0.001). Infits and outfits of the C-OSDI-6 were between 1.26 and 0.78.The C-OSDI-6 proved valid and psychometrically responsive in Chinese adult dry eye participants. The findings of this virtual validation study need to be confirmed in a longitudinal validation study on real-world use.
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  • 文章类型: Journal Article
    目的:调查数字设备使用的影响(计算机,笔记本电脑,片剂,智能手机)在儿科人群中的干眼病(DED)。
    方法:这是一项横断面研究。在Ahmedabad市的两所私立学校学习5-9年级的学童,首都古吉拉特邦,印度应邀参加了这项研究。
    方法:在本研究中,462名儿童接受了眼部检查,包括泪膜破裂时间(TBUT)和Schirmer试验。进行问卷调查,以收集有关学术和休闲活动以及眼表疾病指数(OSDI)评分的数字设备使用类型和持续时间的信息。
    结果:参与者的平均年龄为11.2+1.4岁,63%是男孩。平均OSDI评分为37.2+11.8分,90.5%有DED症状。与轻度DED的儿童相比,中度至重度DED的儿童(n=88,19%)每天使用设备的时间更长,Schirmer's测试和TBUT值较低(P=0.001)。每天超过3-3.5h的累积暴露时间显着增加了DED的风险。多变量logistic回归分析表明,计算机使用率每增加半小时(比值比[OR]1.94,95%置信区间[CI]=1.2-3.1)和高年级学习的儿童(OR1.30,95%CI=1.1-1.6)患中度至重度干眼的风险更高。
    结论:每天超过3-3.5h的累积装置暴露时间显著增加了儿童DED的风险。每天使用计算机半小时的儿童有更高的机会经历中度至重度干眼症。政策制定者的目标是每天将屏幕时间限制在3小时以下。
    OBJECTIVE: To investigate the influence of digital device use (computers, laptops, tablets, smartphones) on dry eye disease (DED) in a pediatric population.
    METHODS: This was a cross-sectional study. School children studying in grades 5-9 at two private schools in the city of Ahmedabad, the capital city of Gujarat, India were invited to participate in the study.
    METHODS: In this study, 462 children underwent ocular examination including tear film breakup time (TBUT) and Schirmer\'s test. Questionnaires were administered for collecting information on the type and duration of digital device usage separately for academic and leisure activities and the Ocular Surface Disease Index (OSDI) score.
    RESULTS: The mean age of participants was 11.2 + 1.4 years, and 63% were boys. The mean OSDI score was 37.2 + 11.8, and 90.5% had symptoms of DED. Children with moderate to severe DED (n = 88, 19%) had longer daily duration of device use and lower Schirmer\'s test and TBUT values compared to children with mild DED (P = 0.001). A cumulative exposure time of more than 3-3.5 h per day had a significantly increased risk of DED. Multivariable logistic regression analysis showed that increment in computer usage (odds ratio [OR] 1.94 for every half an hour increase, 95% confidence interval [CI] = 1.2-3.1) and children studying in higher grades (OR 1.30, 95% CI = 1.1-1.6) had a higher risk of moderate to severe dry eye.
    CONCLUSIONS: Cumulative device exposure time of more than 3-3.5 h per day had a significantly increased risk of pediatric DED. Children with an increment in computer usage by half an hour per day had a higher chance of experiencing moderate to severe dry eye. Policymakers should aim to restrict the screen time below 3 h on a daily basis.
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  • 文章类型: Journal Article
    这项研究通过人工智能(AI)增强了干眼(DE)研究中的睑板腺(MG)红外图像分析。它包括两个主要阶段:自动眼睑检测和tar板分割,以标准化睑板图图像分析。目标是解决现有评估方法的局限性,弥合策划和现实世界的数据集差距,并规范MG图像分析。
    该方法涉及两个阶段的过程:自动眼睑检测和睑板分割。在第一阶段,在精选数据上训练的AI模型识别非精选数据集中的相关眼睑区域。第二阶段细化睑板图图像中的眼睑区域,能够在正常和DE受试者之间进行精确比较。此方法还包括镜面反射去除和tarsal板掩模细化。
    该方法在区分399DE和235个非DE受试者的眼动脉造影图像方面实现了80.8%的有希望的实例级准确性。通过整合不同的数据集和完善感兴趣的领域,这种方法提高了介体特征提取的准确性。通过均匀流形逼近和投影(UMAP)降维允许特征可视化,揭示DE和非DE表型的不同簇。
    这里介绍的AI驱动方法量化和分类眼图图像特征,并标准化分析过程。通过从精选的数据集中引导模型,这种方法解决了现实世界数据集的挑战,以提高mebography图像特征提取的准确性。
    该研究提出了一种用于显微术图像分析的标准化方法。该方法可以作为促进对MG特征进行更有针对性的研究的有价值的工具。
    UNASSIGNED: This study enhances Meibomian gland (MG) infrared image analysis in dry eye (DE) research through artificial intelligence (AI). It is comprised of two main stages: automated eyelid detection and tarsal plate segmentation to standardize meibography image analysis. The goal is to address limitations of existing assessment methods, bridge the curated and real-world dataset gap, and standardize MG image analysis.
    UNASSIGNED: The approach involves a two-stage process: automated eyelid detection and tarsal plate segmentation. In the first stage, an AI model trained on curated data identifies relevant eyelid areas in non-curated datasets. The second stage refines the eyelid area in meibography images, enabling precise comparisons between normal and DE subjects. This approach also includes specular reflection removal and tarsal plate mask refinement.
    UNASSIGNED: The methodology achieved a promising instance-wise accuracy of 80.8% for distinguishing meibography images from 399 DE and 235 non-DE subjects. By integrating diverse datasets and refining the area of interest, this approach enhances meibography feature extraction accuracy. Dimension reduction through Uniform Manifold Approximation and Projection (UMAP) allows feature visualization, revealing distinct clusters for DE and non-DE phenotypes.
    UNASSIGNED: The AI-driven methodology presented here quantifies and classifies meibography image features and standardizes the analysis process. By bootstrapping the model from curated datasets, this methodology addresses real-world dataset challenges to enhance the accuracy of meibography image feature extraction.
    UNASSIGNED: The study presents a standardized method for meibography image analysis. This method could serve as a valuable tool in facilitating more targeted investigations into MG characteristics.
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