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
{"title":"Standardization and clinical applications of retinal imaging biomarkers for cardiovascular disease: a Roadmap from an NHLBI workshop","authors":"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","doi":"10.1038/s41569-024-01060-8","DOIUrl":null,"url":null,"abstract":"<p>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.</p>","PeriodicalId":18976,"journal":{"name":"Nature Reviews Cardiology","volume":"54 1","pages":""},"PeriodicalIF":41.7000,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nature Reviews Cardiology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1038/s41569-024-01060-8","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CARDIAC & CARDIOVASCULAR SYSTEMS","Score":null,"Total":0}
引用次数: 0
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.
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.