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| Title: | Association of retinal microvascular density and complexity with incident coronary heart disease | Authors: | Fu, Y Yusufu, M Wang, Y He, M Shi, D Wang, R |
Issue Date: | Sep-2023 | Source: | Atherosclerosis, Sept 2023, v. 380, 117196 | Abstract: | Background 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. Methods: 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). Results: 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. Conclusions: 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. |
Keywords: | Coronary heart disease Deep learning Retinal microvascular complexity Retinal microvascular density |
Publisher: | Elsevier Ireland Ltd. | Journal: | Atherosclerosis | ISSN: | 0021-9150 | EISSN: | 1879-1484 | DOI: | 10.1016/j.atherosclerosis.2023.117196 | Rights: | © 2023 Elsevier B.V. All rights reserved. © 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/ The 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. |
| Appears in Collections: | Journal/Magazine Article |
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| File | Description | Size | Format | |
|---|---|---|---|---|
| Fu_Association_Retinal_Microvascular.pdf | Pre-Published version | 3.91 MB | Adobe PDF | View/Open |
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