Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/103525
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dc.contributorSchool of Optometryen_US
dc.creatorFu, Yen_US
dc.creatorYusufu, Men_US
dc.creatorWang, Yen_US
dc.creatorHe, Men_US
dc.creatorShi, Den_US
dc.creatorWang, Ren_US
dc.date.accessioned2023-12-12T07:52:28Z-
dc.date.available2023-12-12T07:52:28Z-
dc.identifier.issn0021-9150en_US
dc.identifier.urihttp://hdl.handle.net/10397/103525-
dc.language.isoenen_US
dc.publisherElsevier Ireland Ltd.en_US
dc.rights© 2023 Elsevier B.V. All rights reserved.en_US
dc.rights© 2023. This manuscript version is made available under the CC-BY-NC-ND 4.0 license https://creativecommons.org/licenses/by-nc-nd/4.0/en_US
dc.rightsThe following publication Fu, Y., Yusufu, M., Wang, Y., He, M., Shi, D., & Wang, R. (2023). Association of retinal microvascular density and complexity with incident coronary heart disease. Atherosclerosis, 380, 117196 is available at https://doi.org/10.1016/j.atherosclerosis.2023.117196.en_US
dc.subjectCoronary heart diseaseen_US
dc.subjectDeep learningen_US
dc.subjectRetinal microvascular complexityen_US
dc.subjectRetinal microvascular densityen_US
dc.titleAssociation of retinal microvascular density and complexity with incident coronary heart diseaseen_US
dc.typeJournal/Magazine Articleen_US
dc.identifier.volume380en_US
dc.identifier.doi10.1016/j.atherosclerosis.2023.117196en_US
dcterms.abstractBackground and aims: The high mortality rate and huge disease burden of coronary heart disease (CHD) highlight the importance of its early detection and timely intervention. Given the non-invasive nature of fundus photography and recent development in the quantification of retinal microvascular parameters with deep learning techniques, our study aims to investigate the association between incident CHD and retinal microvascular parameters.en_US
dcterms.abstractMethods: UK Biobanks participants with gradable fundus images and without a history of diagnosed CHD at recruitment were included for analysis. A fully automated artificial intelligence system was used to extract quantitative measurements that represent the density and complexity of the retinal microvasculature, including fractal dimension (Df), number of vascular segments (NS), vascular skeleton density (VSD) and vascular area density (VAD).en_US
dcterms.abstractResults: A total of 57,947 participants (mean age 55.6 ± 8.1 years; 56% female) without a history of diagnosed CHD were included. During a median follow-up of 11.0 (interquartile range, 10.88 to 11.19) years, 3211 incident CHD events occurred. In multivariable Cox proportional hazards models, we found decreasing Df (adjusted HR = 0.80, 95% CI, 0.65–0.98, p = 0.033), lower NS of arteries (adjusted HR = 0.69, 95% CI, 0.54–0.88, p = 0.002) and venules (adjusted HR = 0.77, 95% CI, 0.61–0.97, p = 0.024), and reduced arterial VSD (adjusted HR = 0.72, 95% CI, 0.57–0.91, p = 0.007) and venous VSD (adjusted HR = 0.78, 95% CI, 0.62–0.98, p = 0.034) were related to an increased risk of incident CHD.en_US
dcterms.abstractConclusions: Our study revealed a significant association between retinal microvascular parameters and incident CHD. As the lower complexity and density of the retinal vascular network may indicate an increased risk of incident CHD, this may empower its prediction with the quantitative measurements of retinal structure.en_US
dcterms.accessRightsopen accessen_US
dcterms.bibliographicCitationAtherosclerosis, Sept 2023, v. 380, 117196en_US
dcterms.isPartOfAtherosclerosisen_US
dcterms.issued2023-09-
dc.identifier.eissn1879-1484en_US
dc.identifier.artn117196en_US
dc.description.validate202312 bcchen_US
dc.description.oaAccepted Manuscripten_US
dc.identifier.FolderNumbera2528, a2877b-
dc.identifier.SubFormID47824, 48629-
dc.description.fundingSourceOthersen_US
dc.description.fundingTextNational Natural Science Foundation of Chinaen_US
dc.description.fundingTextNatural Science Foundation of Shanghaien_US
dc.description.pubStatusPublisheden_US
dc.description.oaCategoryGreen (AAM)en_US
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