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利用分形分析对早期糖尿病视网膜病变进行定量评估。

Quantitative assessment of early diabetic retinopathy using fractal analysis.

机构信息

Centre for Eye Research Australia, University of Melbourne, Royal Victorian Eye and Ear Hospital, Melbourne, Australia.

出版信息

Diabetes Care. 2009 Jan;32(1):106-10. doi: 10.2337/dc08-1233. Epub 2008 Oct 3.

Abstract

OBJECTIVE

Fractal analysis can quantify the geometric complexity of the retinal vascular branching pattern and may therefore offer a new method to quantify early diabetic microvascular damage. In this study, we examined the relationship between retinal fractal dimension and retinopathy in young individuals with type 1 diabetes.

RESEARCH DESIGN AND METHODS

We conducted a cross-sectional study of 729 patients with type 1 diabetes (aged 12-20 years) who had seven-field stereoscopic retinal photographs taken of both eyes. From these photographs, retinopathy was graded according to the modified Airlie House classification, and fractal dimension was quantified using a computer-based program following a standardized protocol.

RESULTS

In this study, 137 patients (18.8%) had diabetic retinopathy signs; of these, 105 had mild retinopathy. Median (interquartile range) retinal fractal dimension was 1.46214 (1.45023-1.47217). After adjustment for age, sex, diabetes duration, A1C, blood pressure, and total cholesterol, increasing retinal vascular fractal dimension was significantly associated with increasing odds of retinopathy (odds ratio 3.92 [95% CI 2.02-7.61] for fourth versus first quartile of fractal dimension). In multivariate analysis, each 0.01 increase in retinal vascular fractal dimension was associated with a nearly 40% increased odds of retinopathy (1.37 [1.21-1.56]). This association remained after additional adjustment for retinal vascular caliber.

CONCLUSIONS

Greater retinal fractal dimension, representing increased geometric complexity of the retinal vasculature, is independently associated with early diabetic retinopathy signs in type 1 diabetes. Fractal analysis of fundus photographs may allow quantitative measurement of early diabetic microvascular damage.

摘要

目的

分形分析可以量化视网膜血管分支模式的几何复杂性,因此可能提供一种量化早期糖尿病微血管损伤的新方法。本研究旨在探讨视网膜分形维数与 1 型糖尿病年轻患者视网膜病变之间的关系。

研究设计与方法

我们对 729 例 1 型糖尿病患者(年龄 12-20 岁)进行了横断面研究,对双眼进行了 7 视野立体视网膜照相。根据改良的 Airlie House 分类法对这些照片进行分级,并根据标准化方案使用基于计算机的程序量化分形维数。

结果

本研究中,137 例(18.8%)患者出现糖尿病视网膜病变征象,其中 105 例为轻度视网膜病变。视网膜分形维数的中位数(四分位数间距)为 1.46214(1.45023-1.47217)。在校正年龄、性别、糖尿病病程、A1C、血压和总胆固醇后,视网膜血管分形维数的增加与视网膜病变几率的增加显著相关(四分位距第 4 位与第 1 位相比,比值比为 3.92[95%CI 2.02-7.61])。在多变量分析中,视网膜血管分形维数每增加 0.01,视网膜病变几率增加近 40%(1.37[1.21-1.56])。在进一步校正视网膜血管口径后,这种相关性仍然存在。

结论

视网膜分形维数的增加,代表视网膜血管几何复杂性的增加,与 1 型糖尿病早期视网膜病变征象独立相关。眼底照片的分形分析可能允许对早期糖尿病微血管损伤进行定量测量。

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