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从视神经损伤的连续测量来定义青光眼性视神经病变——基于人群的流行病学中危险因素分析的最佳切点

Defining glaucomatous optic neuropathy from a continuous measure of optic nerve damage - the optimal cut-off point for risk-factor analysis in population-based epidemiology.

作者信息

Ramdas Wishal D, Rizopoulos Dimitris, Wolfs Roger C W, Hofman Albert, de Jong Paulus T V M, Vingerling Johannes R, Jansonius Nomdo M

机构信息

Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands.

出版信息

Ophthalmic Epidemiol. 2011 Oct;18(5):211-6. doi: 10.3109/09286586.2011.595038.

Abstract

PURPOSE

Diseases characterized by a continuous trait can be defined by setting a cut-off point for the disease measure in question, accepting some misclassification. The 97.5th percentile is commonly used as a cut-off point. However, it is unclear whether this percentile is the optimal cut-off point from the point of view of risk-factor analysis. The optimal cut-off point for risk-factor analysis can be found with a statistical method that minimizes the effect of misclassification. We applied this method to glaucomatous optic neuropathy. Here, the continuous trait is the cup-disc ratio. The aim of this study was to determine the optimal cup-disc ratio cut-off point for risk-factor analysis in population-based epidemiology.

METHODS

All participants in the population-based Rotterdam Study underwent intraocular pressure (IOP) measurements, assessment of the cup-disc ratio with the Heidelberg Retina Tomograph (HRT) and visual field testing. In the statistical method, the cup-disc ratio (the continuous trait) and the IOP (a major risk factor) were independent variables and glaucomatous visual field loss (the true glaucoma endpoint) the dependent variable in a logistic regression model. The optimal cup-disc ratio cut-off point was found by minimizing the influence of IOP in this model. Variability of the approach was assessed by using a bootstrap resampling technique.

RESULTS

Of 2444 included participants, 93 had glaucomatous visual field loss. The median optimal cup-disc ratio cut-off point was the 97.0th percentile with a 95% central range from 95.5 to 98.5.

CONCLUSION

The optimal cup-disc ratio cut-off point for risk-factor analysis is close to the commonly used 97.5th percentile.

摘要

目的

以连续性特征为特点的疾病可通过为相关疾病测量指标设定一个切点来定义,这会存在一定程度的错误分类。第97.5百分位数通常被用作切点。然而,从危险因素分析的角度来看,该百分位数是否为最佳切点尚不清楚。可通过一种能将错误分类影响降至最低的统计方法来找到危险因素分析的最佳切点。我们将此方法应用于青光眼性视神经病变。在此,连续性特征为杯盘比。本研究的目的是确定基于人群的流行病学中危险因素分析的最佳杯盘比切点。

方法

基于人群的鹿特丹研究中的所有参与者均接受了眼压测量、使用海德堡视网膜断层扫描仪(HRT)评估杯盘比以及视野检测。在该统计方法中,杯盘比(连续性特征)和眼压(一个主要危险因素)为逻辑回归模型中的自变量,而青光眼性视野缺损(真正的青光眼终点)为因变量。通过在该模型中最小化眼压的影响来找到最佳杯盘比切点。采用自助重采样技术评估该方法的可变性。

结果

在纳入的2444名参与者中,93人有青光眼性视野缺损。最佳杯盘比切点的中位数为第97.0百分位数,95%的中心范围为95.5至98.5。

结论

危险因素分析的最佳杯盘比切点接近常用的第97.5百分位数。

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