近年来随着医疗领域数字化、信息化建设的加速推进，人工智能的应用越来越广泛，在眼科医学方面尤为突出。婴幼儿处于视觉系统发育的关键时期，此时发生的眼病往往会造成不可逆的视功能损伤，带来沉重的家庭和社会负担。然而，由于婴幼儿群体的特殊性以及小儿眼科医生的短缺，开展大规模小儿眼病筛查工作十分困难。最新研究表明：人工智能在先天性白内障、先天性青光眼、斜视、早产儿视网膜病变以及视功能评估等领域已经得到相关应用，在多种婴幼儿眼病的早期筛查、诊断分期、治疗建议等方面都有令人瞩目的表现，有效解决了许多临床难点与痛点。但目前婴幼儿眼科人工智能仍然不如成年人眼科发展充分，亟须进一步的探索和研发。
In recent years, with the acceleration of digitalization and informatization in medical field, artificial intelligence (AI) is more and more widely applied, especially in ophthalmology. Infants are in the critical period of visual development, during which eye diseases can lead to irreversible visual impairment and bring heavy burden to family and society. Due to the particularity of infants and the shortage of pediatric ophthalmologists, it is challenging to carry out large-scale screening for eye diseases of infants. According to the latest studies, AI has been studied and applied in the fields of congenital cataract, congenital glaucoma, strabismus, amblyopia, retinopathy of prematurity, and evaluation of visual function, and it has achieved remarkable performance in the early screening, diagnosis stage and treatment suggestions, solving many clinical difficulties and pain points effectively. However, AI for infantile ophthalmology is not as developed as for adult ophthalmology, so it needs further exploration and development.
肥厚型脉络膜谱系疾病(pachychoroid disease spectrum,PCD)包括肥厚型脉络膜色素上皮病变(pachychoroid pigment epitheliopathy,PPE)、中心性浆液性脉络膜视网膜病变(central serous chorioretinopathy,CSC)、肥厚型脉络膜新生血管病变(pachychoroid neovasculopathy,PNV)、息肉样脉络膜血管病变(polypoidal choroidal vasculopathy,PCV)、局灶性脉络膜凹陷(focal choroidal excavation,FCE)和盘周肥厚型脉络膜综合征(peripapillary pachychoroid syndrome,PPS)。有学者将PCD看作脉络膜功能障碍引发的一系列连续疾病过程，但关于PCD的发病机制、形态改变尚未明确。该文对PCD的脉络膜、涡静脉及巩膜相关改变做一综述。
Pachychoroid disease spectrum include pachychoroid pigment epitheliopathy, central serous chorioretinopathy, pachychoroid neovasculopathy, polypoidal choroidal vasculopathy, focal choroidal excavation, and peripapillary pachychoroid syndrome. Currently, some scholars regard pachychoroid disease spectrum as a series of continuous disease processes caused by choroidal dysfunction, but the pathogenesis and morphological changes of pachychoroid disease spectrum are not yet clear. This paper reviews the changes of choroid, vortex veins and sclera in pachychoroid disease spectrum.
眼部移植物抗宿主病发生在超过一半的慢性移植物抗宿主病患者中，涉及眼表持续的炎症以及纤维化改变，最常见的表现为干燥性角膜结膜炎。严重的眼部移植物抗宿主病不但影响患者的工作和生活质量，同时也增加了其他眼部并发症的风险。慢性眼部移植物抗宿主病的治疗主要包括局部应用人工泪液、血清类制剂、抗炎药物等药物治疗，佩戴隐形眼镜、睑板腺按摩等物理治疗、封闭泪点、重建眼表等手术治疗。随着对眼部移植物抗宿主病发病机制的深入研究，许多新的治疗药物和治疗手段涌现临床。总结目前慢性眼部移植物抗宿主病在药物治疗、物理治疗、手术治疗方面的最新研究进展，将有助于为慢性眼部移植物抗宿主病的治疗带来更多选择和更新的研究思路。
More than half of the patients developed chronic graft-versus-host disease after accepting allogeneic hematopoietic stem cell transplantation suffer from ocular graft-versus-host disease. Ocular graft-versus-host disease involves persistent inflammation and fibrosis of the ocular surface and keratoconjunctivitis sicca is the most common symptom. Severe ocular graft-versus-host disease not only affects patients’ life quality, but also increases the risk of other ocular complications. The treatment of chronic ocular graft-versus-host disease mainly includes drug treatment, such as local application of artificial tears, serum eye drops and anti-inflammatory drugs; physical treatment, such as wearing contact lenses and meibomian gland massage; surgical treatment, such as punctal occlusion and reconstructing ocular surface. With the in-depth study of the pathogenesis of ocular graft-versus-host disease, many new therapeutic drugs and methods have emerged. Summarizing the latest research progress in drug, physical and surgical therapy of chronic ocular graft-versus-host disease will give us insights into treatment options and hot spot of research.
慢性移植物抗宿主病(chronic graft-versus-host disease，cGVHD)是骨髓移植后最具有破坏性并发症之一。移植物抗宿主病(graft-versus-host disease，GVHD)发生在10%~80%的造血干细胞移植(hematopoietic stem cell transplantation)受者中，而眼睛是人身体最脆弱的器官之一，有40%~60%接受HSCT的患者发生眼部GVHD，它主要影响泪腺、睑板腺、角膜和结膜等。cGVHD相关性干眼(dry eye associated with chronic graft-versus-host disease，cGVHD-DE)是眼部GVHD最多见的表现形式。cGVHD-DE的长期治疗因涉及多学科、多重结合治疗，至今仍然具有挑战性，其除了全身免疫抑制和眼部润滑剂外，通常还使用局部类固醇、环孢霉素和他克莫司滴眼液。针对中度和重度cGVHD-DE的治疗干预包括使用自体血清滴眼液和佩戴巩膜镜等，新兴起的治疗方案包括重链透明质酸 (heavy chain-hvaluronan/穿透素(pentraxin 3)结膜下注射、间充质基质细胞静脉注射、抑制纤维化药物等。
Chronic graft-versus-host disease (cGVHD) is one of the most devastating complications following bone marrow transplantation. GVHD develops in 10–80% of patients after hematopoietic stem cell transplantation (HSCT). The eye is one of the most vulnerable organs of the human body. Ocular GVHD occurs in 40–60% of patients with GVHD undergoing HSCT, and it mostly affects the lacrimal glands, meibomian glands, cornea, and conjunctiva. The most common form of ocular GVHD is dry eye disease (DED). The long-term treatment of cGVHD-related dry eye syndrome remains challenging and involves a multidisciplinary approach. Besides systemic immunosuppression and ocular lubricants, topical steroids, topical cyclosporine, and topical tacrolimus are commonly prescribed. Newer therapeutic interventions for moderate and severe cGVHD-related DED include using serum eye drops and scleral contact lenses. Emerging treatment options include subconjunctival injection of heavy chain-hyaluronan (HC-HA)/ pentraxin 3 (PTX3), intravenous injection of mesenchymal stromal cells, antifibrotic drugs, etc. This article reviews the mechanisms, clinical findings, and treatment of cGVHD-related dry eye syndrome.
全身疾病通过一定途径累及眼球，产生眼部病变，这些眼部病变的严重程度与全身疾病的进展密切相关。人工智能(artificial intelligence，AI)通过识别眼部病变，可以实现对全身疾病的评估，从而实现全身疾病早期诊断。检测巩膜黄染程度可评估黄疸；检测眼球后动脉血流动力学可评估肝硬化；检测视盘水肿，黄斑变性可评估慢性肾病(chronic kidney disease，CKD)进展；检测眼底血管损伤可评估糖尿病、高血压、动脉粥样硬化。临床医生可以通过眼部影像评估全身疾病的风险，其准确度依赖于临床医生的经验水平，而AI识别眼部病变评估全身疾病的准确度可与临床医生相媲美，在联合多种检测指标后，AI模型的特异性与敏感度均可得到显著提升，因此，充分利用AI可实现全身疾病的早诊早治。
Systemic diseases affect eyeballs through certain ways, resulting in eye diseases; The severity of eye diseases is closely related to the progress of systemic diseases. By identifying eye diseases, artificial intelligence (AI) can assess systemic diseases, so as to make early diagnosis of systemic diseases. For example, detection of the degree of icteric sclera can be used to assess jaundice. Detection of the hemodynamics of posterior eyeball can be used to evaluate cirrhosis. Detection of optic disc edema and macular degeneration can be used to evaluate the progress of chronic kidney disease (CKD). Detection of ocular fundus vascular injury can be used to assess diabetes, hypertension and atherosclerosis. Clinicians can estimate the risk of systemic diseases through eye images, and its accuracy depends on the experience level of clinicians, while the accuracy of AI in identifying eye diseases and evaluating systemic diseases can be comparable to clinicians. After combining various detection indexes, the specificity and sensitivity of AI model can be significantly improved, so early diagnosis and early treatment of systemic diseases can be realized by making full use of AI.
红光是波长范围在620~760 nm的可见光，兼有良好的光化学和热作用，其穿透力较强，能够达到皮肤深层及组织内部，从而产生一系列的生物效应。在眼科领域，红光疗法最初主要应用于弱视和眼睑皮肤相关疾病的治疗，随着研究的进一步深入，红光逐渐被应用于控制近视进展和视网膜相关疾病。目前，重复低强度红光(repeat low-level red-light, RLRL)在近视进展的控制效果得到充分肯定，成为红光疗法在眼科应用最受关注的热点之一，其主要可能机制包括红光照射能激活线粒体中的细胞色素C氧化酶的活性，促进三磷酸腺苷(adenosine triphosphate, ATP) 生成，改善网膜缺氧状况；促进一氧化氮 (nitric oxide, NO)的合成和释放，引起脉络膜血管的扩张及血流量的增加；诱导巩膜细胞外基质的重塑，增加巩膜的强度。此外，红光疗法可抑制视网膜感光细胞调节通路中的氧化应激、炎症和细胞凋亡，减轻眼表炎症反应和疼痛，有助于周围神经损伤后修复等。文章针对红光疗法在近视、视网膜相关疾病、弱视及眼睑皮肤相关疾病的治疗机制、有效性及安全性进行综述，为红光疗法在眼科领域的应用提供重要的参考价值和依据。
Red light is visible light with a wavelength range of 620-760 nm, which has excellent photochemical and thermal effects. It can penetrate deeply into the skin and tissues with strong power, resulting in a series of biological effects. In the field of ophthalmology, red-light therapy was initially mainly used in the treatment of amblyopia and eyelid skin-related diseases, and with the further development of research, red light has been gradually used in the myopia control and the study of retina-related diseases. At present, the effect of repeated low-intensity red light (RLRL) on myopia progression has been fully recognized, and it has become one of the most concerned hotspots in the application of red-light therapy in ophthalmology. The main possible mechanisms include that red light therapy can activate the activity of cytochrome C oxidase in mitochondria, promote ATP production, and improve retinal hypoxia. It can also induce the synthesis and release of NO, cause the expansion of choroidal vessels with improvement of blood flow, and increase scleral strength by remodeling of scleral extracellular matrix. In addition, red- light therapy can reduce oxidative stress, inflammation and apoptosis in the regulatory pathways of photoreceptor cells, reduce eye inflammation and pain, and help repair peripheral nerves after injury. This article will review the mechanism, effectiveness and safety of red-light therapy in myopia, retinal diseases, amblyopia, and eyelid skin-related diseases, in order to provide important reference value and basis for the application of red-light therapy in ophthalmology.
碳点是一种新型荧光碳纳米材料，直径一般小于10 nm，具有自发荧光、高生物组织相容性、易于修饰、成本低廉等优点，在生物医学领域拥有广阔的应用前景。眼球因其独特的屏障结构，常规药物停留时间短、穿透性差，通过局部滴眼到达病灶的药物浓度有限，需要增加给药频次以保持药效。另外，糖尿病性黄斑水肿(diabetic macular edema,DME)、脉络膜新生血管(diabetic macular edema,CNV)等疾病的治疗给药则需依赖于玻璃体腔注射，该方法属于有创操作，有引起潜在并发症的可能，且需多次注射，给患者造成了沉重的心理和经济负担。优化眼部给药方法一直是眼科学领域的研究热点。基于碳点的优异特性，碳点在眼部药物递送、眼部成像、眼疾病诊疗中已展现出优秀的应用潜力。本综述将综合介绍碳点的特点及近十年来碳点在眼科疾病诊疗中的研究进展，旨在提供关于碳点在眼科应用现状的系统性认识，为未来研究提供方向。
Carbon dots is a new type of fluorescent carbon nanomaterial, which the diameter is generally less than 10 nm, has the advantages of self-fluorescence, remarkable biocompatibility, easy modification, low cost and so on, has a broad application prospect in the biomedical field. Due to the unique barrier of the eye, conventional drugs have a short residence time and poor penetration, so the concentration of drugs that can reach the lesions through local eye drops is limited, and for what to increase the frequency of administration to maintain efficacy. Up to now, the treatment of posterior eye diseases, such as diabetic macular edema (DME), choroidal neovascularization (CNV) and other diseases still rely on repeated vitreous injection, which is an invasive procedure with potential complications, and need multiple injections, causing a heavy psychological and economic burden on patients. Optimizing the method of ocular drug delivery has always been a hot topic in the field of ophthalmology. Carbon dots have shown excellent application potential in the ocular drug delivery, ocular imaging, and diagnosis and treatment of ocular disease based on its excellent characteristics. This review will systematically introduce the characteristics of carbon dots and the application of carbon dots in the diagnosis and treatment of eye diseases, aiming to provide a comprehensive understanding of the current situation of the application of carbon dots in ophthalmology and provide directions for future research.
外泌体(exosome)是直径30 nm~150 nm的纳米级囊泡，由脂质双分子层、蛋白质和遗传物质组成。人体内几乎所有类型的细胞都能分泌外泌体。它们在细胞通信、免疫调节、炎症反应和新生血管形成中起着关键作用。目前，外泌体已在肿瘤、心血管及泌尿系统中得到广泛研究。近年来，外泌体在眼科疾病中的作用受到越来越多的关注。外泌体在角膜病变、年龄相关性黄斑病变、糖尿病视网膜病变、青光眼等常见眼科疾病的发生、发展中发挥重要作用。不同间充质干细胞来源的外泌体在眼科疾病中的治疗潜力是当下的热点。间充质干细胞来源的外泌体具有与间充质干细胞相似的抗炎、抗凋亡、神经保护和组织修复的作用，因此外泌体可能是多种眼科疾病无细胞疗法治疗研究的新方向。进一步了解外泌体的生物学特性以及外泌体在眼科疾病的最新研究进展，将为相关眼病的发生机制和防治策略提供参考依据。
Exosomes are nanoscale vesicles with a diameter of 30 nm to 150 nm, which are composed of lipid bilayers, proteins, and genetic material. Almost all types of cells in the human body can secrete exosomes. Tey play key roles in cellular communication, immune regulation, infammatory responses and neovascularization. At present, exosomes have been widely studied in tumors, cardiovascular and urinary systems. In recent years, the role of exosomes in eye diseases has attracted more and more attention. The exosomes play an important role in the occurrence and development of common eye diseases such as keratopathy, age-related macular disease, diabetic retinopathy, glaucoma, etc. Currently it is a hot topic that the therapeutic potential of extracellular vesicles derived from diferent mesenchymal stem cells in eye diseases. Te exosomes derived from mesenchymal stem cells have anti-infammatory, anti apoptotic, neuroprotective and tissue repairing effects, which are similar to those of mesenchymal stem cells. Thus, exosomes may be a novel direction of research in the treatment of many eye diseases without cell therapy. Further understanding of the biological characteristics of exosomes and the latest research progress of exosomes in common eye diseases will provide reference for the pathogenesis and prevention strategies of related eye diseases.
随着智能手机覆盖率的增加与可用性的提升，实现智能健康管理的应用程序成为新兴研究热点。新一代智能手机可通过追踪步数，监测心率、睡眠，拍摄照片等方式进行健康分析，成为新的医学辅助工具。随着深度学习技术在图像处理领域的不断进展，基于医学影像的智能诊断已在多个学科全面开花,有望彻底改变医院传统的眼科疾病诊疗模式。眼科疾病的常规诊断往往依赖于各种形式的图像，如裂隙灯生物显微镜、眼底成像、光学相干断层扫描等。因此，眼科成为医学人工智能发展最快的领域之一。将眼科人工智能诊疗系统部署在智能手机上，有望提高疾病诊断效率和筛查覆盖率，改善医疗资源紧张的现状，具有极大的发展前景。综述的重点是基于深度学习和智能手机的眼病预防与远程诊疗的进展，以糖尿病性视网膜病变、青光眼、白内障3种疾病为例，讲述深度学习和智能手机在眼病管理方面的具体研究、应用和展望。
With the increasing coverage and availability of smart phones, the application of realizing intelligent health management has become an emerging research hotspot. The new generation of smart phones can perform health analysis by tracking the step numbers, monitoring heart rate and sleep quality, taking photos and other approaches, thereby becoming a new medical aid tool. With the continuous development of deep learning technology in the field of image processing, intelligent diagnosis based on medical imaging has blossomed in many disciplines, which is expected to completely change the traditional eye diseases diagnosis and treatment mode of hospitals. The conventional diagnosis of ophthalmic diseases often relies on various forms of images, such as slit lamp biological microscope, fundus imaging, optical coherence tomography, etc. As a result, ophthalmology has become one of the fastest growing areas of medical artificial intelligence (AI). The deployment of ophthalmological AI diagnosis and treatment system on smart phones is expected to improve the diagnostic efficiency and screening coverage to relieve the strain of medical resources, which has a great development prospect. This review focuses on the prevention and telemedicine progress of eye diseases based on deep learning and smart phones, taking diabetic retinopathy, glaucoma and cataract as examples to describe the specific research, application and prospect of deep learning and smart phones in the management of eye diseases.
糖基化是一种重要的蛋白质翻译后修饰，通常发生在内质网和高尔基体的特定位置。N-糖基化和O-糖基化是最常见的糖基化修饰类型。与其他翻译后修饰相比，糖基化具有独特的生物学意义，包括结构的复杂多样性，生物功能的重要性以及进化上的保守性。糖基化修饰对于蛋白质稳定性、细胞黏附与识别、细胞内信号传导和表观遗传学具有重要影响，从而参与调节细胞生物学和发病机制。近年来，越来越多的研究揭示了糖基化参与眼部疾病的发生和发展，包括眼表疾病、圆锥角膜、青光眼、年龄相关性黄斑变性、视网膜色素变性、糖尿病视网膜病变等。眼部蛋白糖基化异常可通过诱发新生血管形成、炎症反应、氧化应激、异常免疫应答等改变细胞的结构与功能，进而影响各种眼病的发生发展。通过深入研究糖基化在不同眼部疾病中的作用机制，可以为相关眼部疾病的早期诊断和治疗提供新的思路和方法。现综述糖基化在眼部疾病的研究进展，以探究调控蛋白质糖基化对眼部疾病的诊疗意义。
Glycosylation is an important post-translational modification of proteins that usually occurs at specific locations within the endoplasmic reticulum and Golgi apparatus. N-glycosylation and O-glycosylation are the most common types of glycosylation modifications. Compared to other post-translational modifications, glycosylation has unique biological significance, including structural complexity and diversity, crucial biological functions, and evolutionary conservation. Glycosylation modifications significantly impact protein stability, cell adhesion and recognition, intracellular signal transduction, and epigenetics, thereby regulating cellular biology and pathogenesis. In recent years, an increasing amount of research has revealed the involvement of glycosylation in the occurrence and development of ocular diseases, including ocular surface diseases, keratoconus, glaucoma, age-related macular degeneration, retinitis pigmentosa, and diabetic retinopathy. Abnormal glycosylation of ocular proteins can induce changes in cell structure and function through mechanisms such as neovascularization, inflammatory response, oxidative stress, and abnormal immune response, thereby influencing the occurrence and development of various eye diseases. By deeply studying the mechanisms of glycosylation in different ocular diseases, new insights and methods can be provided for the early diagnosis and treatment of related ocular diseases. This review summarizes the research progress of glycosylation in ocular diseases to explore the diagnostic and therapeutic significance of regulating protein glycosylation in ocular diseases.
