A Model to Estimate the Unmedicated Intraocular Pressure of Patients on Glaucoma Medications.

IF 1.8 4区 医学 Q2 OPHTHALMOLOGY
Olivier Benoit, Clotilde Jumelle, Esmeralda Meunier, Philippe Sourdille, Christophe Baudouin, Antoine Labbe
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Abstract

Prcis: This report presents a model which can be used to determine the IOP-lowering effect of a glaucoma procedure or treatment when a medication washout is not ethical or not possible to be performed.

Background: The effect of individual (or certain predefined combinations of) glaucoma medications on intraocular pressure (IOP) has been well documented in various clinical trials. Conversely, the cumulative effect of several glaucoma medications, let alone their discontinuation (i.e. washout), on IOP is still relatively unknown. This is why it is generally recommended to perform a medications' washout to analyze the effect of glaucoma procedure without confounding factors. However, a washout is not always possible or ethical for some patients and can also increase the costs and complexity of clinical trials.

Aims: To build and validate a mathematical model of the IOP change after glaucoma medications washout.

Method: A literature search was conducted to identify studies reporting IOP values before and after washout, as well as the number of glaucoma medications used. Based on this, a quadratic equation was fitted to estimate the IOP change after washout, using the mean medicated IOP and the mean number of medications as input parameters.

Findings: A total of 31 groups (each group having a precise mean medicated IOP, mean number of medications, and mean post washout IOP) from 15 studies were selected to build and validate the model. Overall, over 90% of the variability of IOP change reported in the studies was explained by the model (R2=0.9007). The mean difference between the IOP changes estimated by the model and the IOP changes reported in the studies was less than 1 mmHg.

Conclusion: Estimating the IOP change using this model may represent an useful tool to determine the IOP-lowering effect of a glaucoma procedure or treatment when the washout is not ethical or not possible to be performed on patients. More studies need to be conducted to validate the practical robustness of this formula.

青光眼药物治疗患者未用药时眼压的估计模型。
实践:本报告提出了一个模型,该模型可用于确定在不符合伦理或不可能进行药物洗脱时青光眼手术或治疗的降低眼压效果。背景:在各种临床试验中,青光眼药物单独(或某些预先确定的组合)对眼压(IOP)的影响已经得到了很好的证明。相反,几种青光眼药物的累积效应,更不用说停药(即冲洗),对IOP的影响仍然相对未知。这就是为什么通常建议在没有混杂因素的情况下进行药物洗脱来分析青光眼手术的效果。然而,对一些患者来说,洗脱并不总是可能的,也不符合伦理,而且还会增加临床试验的成本和复杂性。目的:建立并验证青光眼药物洗脱后IOP变化的数学模型。方法:通过文献检索,找出报道洗脱前后IOP值的研究,以及使用青光眼药物的数量。在此基础上,拟合二次方程估计冲洗后IOP的变化,以平均IOP和平均用药次数作为输入参数。结果:共选择15项研究的31组(每组有精确的平均服药IOP、平均服药次数和洗脱后平均IOP)来建立和验证模型。总体而言,研究报告中超过90%的IOP变化变异性可以用模型解释(R2=0.9007)。模型估计的眼压变化与研究报告的眼压变化之间的平均差异小于1mmhg。结论:使用该模型估计IOP变化可能是确定青光眼手术或治疗的降低眼压效果的有用工具,当冲洗不符合伦理或不可能对患者进行冲洗时。需要进行更多的研究来验证该公式的实际稳健性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Glaucoma
Journal of Glaucoma 医学-眼科学
CiteScore
4.20
自引率
10.00%
发文量
330
审稿时长
4-8 weeks
期刊介绍: The Journal of Glaucoma is a peer reviewed journal addressing the spectrum of issues affecting definition, diagnosis, and management of glaucoma and providing a forum for lively and stimulating discussion of clinical, scientific, and socioeconomic factors affecting care of glaucoma patients.
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