Standardization and clinical applications of retinal imaging biomarkers for cardiovascular disease: a Roadmap from an NHLBI workshop

IF 41.7 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Nature Reviews Cardiology Pub Date : 2024-07-22 DOI:10.1038/s41569-024-01060-8
Emily Y. Chew, Stephen A. Burns, Alison G. Abraham, Mathieu F. Bakhoum, Joshua A. Beckman, Toco Y. P. Chui, Robert P. Finger, Alejandro F. Frangi, Rebecca F. Gottesman, Maria B. Grant, Henner Hanssen, Cecilia S. Lee, Michelle L. Meyer, Damiano Rizzoni, Alicja R. Rudnicka, Joel S. Schuman, Sara B. Seidelmann, W. H. Wilson Tang, Bishow B. Adhikari, Narasimhan Danthi, Yuling Hong, Diane Reid, Grace L. Shen, Young S. Oh
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Abstract

The accessibility of the retina with the use of non-invasive and relatively low-cost ophthalmic imaging techniques and analytics provides a unique opportunity to improve the detection, diagnosis and monitoring of systemic diseases. The National Heart, Lung, and Blood Institute conducted a workshop in October 2022 to examine this concept. On the basis of the discussions at that workshop, this Roadmap describes current knowledge gaps and new research opportunities to evaluate the relationships between the eye (in particular, retinal biomarkers) and the risk of cardiovascular diseases, including coronary artery disease, heart failure, stroke, hypertension and vascular dementia. Identified gaps include the need to simplify and standardize the capture of high-quality images of the eye by non-ophthalmic health workers and to conduct longitudinal studies using multidisciplinary networks of diverse at-risk populations with improved implementation and methods to protect participant and dataset privacy. Other gaps include improving the measurement of structural and functional retinal biomarkers, determining the relationship between microvascular and macrovascular risk factors, improving multimodal imaging ‘pipelines’, and integrating advanced imaging with ‘omics’, lifestyle factors, primary care data and radiological reports, by using artificial intelligence technology to improve the identification of individual-level risk. Future research on retinal microvascular disease and retinal biomarkers might additionally provide insights into the temporal development of microvascular disease across other systemic vascular beds.

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心血管疾病视网膜成像生物标志物的标准化和临床应用:国家卫生和生物技术研究所研讨会路线图
利用无创和成本相对较低的眼科成像技术和分析技术对视网膜进行检测,为改善全身性疾病的检测、诊断和监测提供了一个独特的机会。美国国家心肺血液研究所于 2022 年 10 月举办了一次研讨会,研究这一概念。在研讨会讨论的基础上,本路线图介绍了目前在评估眼睛(特别是视网膜生物标志物)与心血管疾病(包括冠心病、心力衰竭、中风、高血压和血管性痴呆)风险之间的关系方面存在的知识差距和新的研究机会。已发现的差距包括:需要简化和规范非眼科医务人员对眼睛高质量图像的采集,利用多学科网络对不同高危人群进行纵向研究,并改进实施和方法以保护参与者和数据集的隐私。其他差距包括:改进结构性和功能性视网膜生物标志物的测量,确定微血管和大血管风险因素之间的关系,改进多模态成像 "管道",以及通过使用人工智能技术将高级成像与 "全息"、生活方式因素、初级保健数据和放射学报告整合起来,以改进个人层面的风险识别。未来对视网膜微血管疾病和视网膜生物标志物的研究可能会为了解微血管疾病在其他系统血管床的时间发展提供更多信息。
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来源期刊
Nature Reviews Cardiology
Nature Reviews Cardiology 医学-心血管系统
CiteScore
53.10
自引率
0.60%
发文量
143
审稿时长
6-12 weeks
期刊介绍: Nature Reviews Cardiology aims to be the go-to source for reviews and commentaries in the scientific and clinical communities it serves. Focused on providing authoritative and accessible articles enriched with clear figures and tables, the journal strives to offer unparalleled service to authors, referees, and readers, maximizing the usefulness and impact of each publication. It covers a broad range of content types, including Research Highlights, Comments, News & Views, Reviews, Consensus Statements, and Perspectives, catering to practising cardiologists and cardiovascular research scientists. Authored by renowned clinicians, academics, and researchers, the content targets readers in the biological and medical sciences, ensuring accessibility across various disciplines. In-depth Reviews offer up-to-date information, while Consensus Statements provide evidence-based recommendations. Perspectives and News & Views present topical discussions and opinions, and the Research Highlights section filters primary research from cardiovascular and general medical journals. As part of the Nature Reviews portfolio, Nature Reviews Cardiology maintains high standards and a wide reach.
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