Retinal vascular fingerprints predict incident stroke: findings from the UK Biobank cohort study.

IF 5.1 2区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Heart Pub Date : 2025-01-13 DOI:10.1136/heartjnl-2024-324705
Mayinuer Yusufu, David S Friedman, Mengtian Kang, Ambhruni Padhye, Xianwen Shang, Lei Zhang, Danli Shi, Mingguang He
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Abstract

Objective: To investigate the associations between a comprehensive set of retinal vascular parameters and incident stroke to unveil new associations and explore its predictive power for stroke risk.

Methods: Retinal vascular parameters were extracted from the UK Biobank fundus images using the Retina-based Microvascular Health Assessment System. We used Cox regression analysis, adjusted for traditional risk factors, to examine the associations, with false discovery rate adjustment for multiple comparisons. Receiver operating characteristic (ROC) curves were used to assess their predictive values.

Results: During a median follow-up of 12.5 years, 749 incident strokes occurred among 45 161 participants. The analysis identified 29 significant parameters associated with stroke risk, with a notable dominance of density parameters (over half). Each SD change in these parameters increased stroke risk by 9.8% to 19.0%. For identified calibre parameters, each SD change was associated with an increased risk (ranging from 10.1% to 14.1%). For identified complexity parameters and arterial inflection count tortuosity, each SD decrease was linked to an increased risk (ranging from 10.4% to 19.5%). The introduction of retinal vascular parameters improved the area under the ROC curve to 0.752, significantly outperforming the model using only traditional risk factors (0.739, p<0.001).

Conclusions: Retinal vascular analysis, a non-invasive screening approach for stroke risk assessment, performed better than traditional risk stratification models. The 29 novel retinal indicators identified offer new avenues for stroke pathophysiology research.

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视网膜血管指纹预测中风事件:来自英国生物银行队列研究的发现。
目的研究视网膜血管综合参数与中风事件之间的关联,揭示新的关联并探索其对中风风险的预测能力:使用基于视网膜的微血管健康评估系统从英国生物库眼底图像中提取视网膜血管参数。在对传统风险因素进行调整后,我们使用 Cox 回归分析来研究两者之间的关联,并对多重比较进行了假发现率调整。使用接收者操作特征(ROC)曲线评估其预测价值:在中位随访 12.5 年期间,45 161 名参与者中发生了 749 例脑卒中。分析确定了 29 个与中风风险相关的重要参数,其中密度参数占主导地位(超过一半)。这些参数每变化一个标准差,中风风险就会增加 9.8% 到 19.0%。对于已确定的口径参数,每个标度的变化都与风险增加有关(从 10.1% 到 14.1%)。对于已识别的复杂性参数和动脉拐点计数迂曲度,每降低一个标度都会增加风险(从 10.4% 到 19.5%)。视网膜血管参数的引入将 ROC 曲线下面积提高到 0.752,明显优于仅使用传统风险因素的模型(0.739,p 结论:视网膜血管分析是一种非侵入性脑卒中风险评估筛查方法,其表现优于传统的风险分层模型。所发现的 29 个新型视网膜指标为中风病理生理学研究提供了新的途径。
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来源期刊
Heart
Heart 医学-心血管系统
CiteScore
10.30
自引率
5.30%
发文量
320
审稿时长
3-6 weeks
期刊介绍: Heart is an international peer reviewed journal that keeps cardiologists up to date with important research advances in cardiovascular disease. New scientific developments are highlighted in editorials and put in context with concise review articles. There is one free Editor’s Choice article in each issue, with open access options available to authors for all articles. Education in Heart articles provide a comprehensive, continuously updated, cardiology curriculum.
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