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角膜眼组学:扩展角膜诊断及将人工智能应用于全身健康洞察的临床蓝图。

Cornea Oculomics: A Clinical Blueprint for Extending Corneal Diagnostics and Artificial Intelligence in Systemic Health Insights.

作者信息

Lee Ryung, Kumar Rahul, Weaver Alex, Kim Ji Hyun, Raza Arriyan, Ong Joshua, Waisberg Ethan, Pandit Rahul

机构信息

Touro College of Osteopathic Medicine, New York, NY 10027, USA.

Department of Biochemistry and Molecular Biology, University of Miami Miller School of Medicine, Miami, FL 33136, USA.

出版信息

Diagnostics (Basel). 2025 Mar 6;15(5):643. doi: 10.3390/diagnostics15050643.

DOI:10.3390/diagnostics15050643
PMID:40075889
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11899542/
Abstract

Oculomics is an emerging field that leverages ophthalmic imaging data to identify biomarkers of systemic disease, facilitating early diagnosis and risk stratification. Despite its growing recognition, gaps remain in the literature regarding the clinical applications of oculomics. Various systemic diseases-including metabolic disorders (e.g., diabetes mellitus), infectious diseases (e.g., COVID-19), neurodegenerative diseases (e.g., dementia), hematologic disorders (e.g., thalassemia), autoimmune conditions (e.g., rheumatoid arthritis), and genetic syndromes (e.g., Fabry disease)-exhibit ocular manifestations detectable through in vivo confocal microscopy and anterior segment optical coherence tomography, among other imaging modalities. Increasing evidence supports the role of corneal imaging in identifying systemic disease biomarkers, a process further enhanced by artificial intelligence-driven analyses. This review synthesizes the current findings on corneal biomarkers of systemic disease, their ophthalmic imaging correlates, and the expanding role of corneal oculomics in translational medicine. Additionally, we explore future directions for integrating oculomics into clinical practice and biomedical research.

摘要

眼组学是一个新兴领域,它利用眼科成像数据来识别全身性疾病的生物标志物,以促进早期诊断和风险分层。尽管其认可度不断提高,但关于眼组学临床应用的文献仍存在空白。各种全身性疾病,包括代谢紊乱(如糖尿病)、传染病(如COVID-19)、神经退行性疾病(如痴呆)、血液系统疾病(如地中海贫血)、自身免疫性疾病(如类风湿性关节炎)和遗传综合征(如法布里病),都表现出可通过体内共焦显微镜和眼前节光学相干断层扫描等成像方式检测到的眼部表现。越来越多的证据支持角膜成像在识别全身性疾病生物标志物方面的作用,人工智能驱动的分析进一步加强了这一过程。本综述综合了关于全身性疾病角膜生物标志物的当前研究结果、它们与眼科成像的相关性,以及角膜眼组学在转化医学中不断扩大的作用。此外,我们还探讨了将眼组学整合到临床实践和生物医学研究中的未来方向。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/805a/11899542/5f2b65454673/diagnostics-15-00643-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/805a/11899542/92acb06d84d2/diagnostics-15-00643-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/805a/11899542/ebfc60423f7e/diagnostics-15-00643-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/805a/11899542/5f2b65454673/diagnostics-15-00643-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/805a/11899542/92acb06d84d2/diagnostics-15-00643-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/805a/11899542/ebfc60423f7e/diagnostics-15-00643-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/805a/11899542/5f2b65454673/diagnostics-15-00643-g003.jpg

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本文引用的文献

1
Specular microscopy findings in diabetic patients: a systematic review and meta-analysis.糖尿病患者的镜面显微镜检查结果:系统评价与荟萃分析。
Clin Diabetes Endocrinol. 2024 Dec 11;10(1):44. doi: 10.1186/s40842-024-00195-4.
2
Association between central corneal thickness and systemic lupus erythematosus: a cross-sectional study protocol.中央角膜厚度与系统性红斑狼疮之间的关联:一项横断面研究方案
Front Med (Lausanne). 2024 Oct 15;11:1483930. doi: 10.3389/fmed.2024.1483930. eCollection 2024.
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Corneal densitometry: A new evaluation indicator for corneal diseases.
角膜密度测定:一种评估角膜疾病的新指标。
Surv Ophthalmol. 2025 Jan-Feb;70(1):132-140. doi: 10.1016/j.survophthal.2024.09.007. Epub 2024 Sep 24.
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Tomographic, Biomechanical, and Confocal Microscopic Changes in Cornea in Chronic Gout Disease.慢性痛风病患者角膜的断层扫描、生物力学和共焦显微镜变化。
Ocul Immunol Inflamm. 2024 Dec;32(10):2428-2435. doi: 10.1080/09273948.2024.2397448. Epub 2024 Sep 6.
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A novel artificial intelligence model for diagnosing Acanthamoeba keratitis through confocal microscopy.一种通过共聚焦显微镜诊断棘阿米巴角膜炎的新型人工智能模型。
Ocul Surf. 2024 Oct;34:159-164. doi: 10.1016/j.jtos.2024.07.010. Epub 2024 Jul 29.
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Biomechanical changes of the cornea after orbital decompression in thyroid-associated orbitopathy measured by corvis ST.应用 Corvis ST 测量甲状腺相关眼病眼眶减压术后角膜的生物力学变化。
Sci Rep. 2024 Jul 23;14(1):16930. doi: 10.1038/s41598-024-68081-8.
7
Autonomous artificial intelligence for diabetic eye disease increases access and health equity in underserved populations.用于糖尿病眼病的自主人工智能增加了服务不足人群获得医疗服务的机会和健康公平性。
NPJ Digit Med. 2024 Jul 22;7(1):196. doi: 10.1038/s41746-024-01197-3.
8
Corneal confocal microscopy may help to distinguish Multiple System Atrophy from Parkinson's disease.角膜共焦显微镜检查可能有助于鉴别多系统萎缩与帕金森病。
NPJ Parkinsons Dis. 2024 Mar 16;10(1):63. doi: 10.1038/s41531-024-00680-8.
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Assessment of corneal parameters in patients with rheumatoid arthritis.类风湿性关节炎患者角膜参数的评估。
Indian J Ophthalmol. 2024 Feb 1;72(2):206-210. doi: 10.4103/ijo.IJO_2024_22. Epub 2024 Jan 25.
10
Multiple endocrine neoplasia type 2A syndrome presenting with corneal nerve thickening.以角膜神经增粗为表现的2A型多发性内分泌肿瘤综合征
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