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弱视剂量反应建模:迈向个性化儿童治疗方案

Modeling dose-response in amblyopia: toward a child-specific treatment plan.

作者信息

Stewart Catherine E, Stephens David A, Fielder Alistair R, Moseley Merrick J

机构信息

Department of Optometry and Visual Science, City University, London, United Kingdom.

出版信息

Invest Ophthalmol Vis Sci. 2007 Jun;48(6):2589-94. doi: 10.1167/iovs.05-1243.

Abstract

PURPOSE

This article describes an empirically derived mathematical model of the treatment dose-response of occlusion therapy for amblyopia based on outcome data obtained from the Monitored Occlusion Treatment for Amblyopia Study (MOTAS).

METHODS

The MOTAS protocol comprised three discrete phases: baseline, refractive adaptation, and occlusion. Only data from the occlusion phase were used in this dose-response model. Seventy-two participants, 3 to 8 years of age, mean +/- SD age 5.2 +/- 1.4 years (anisometropia [n = 18]); strabismus [n = 22]); both anisometropia and strabismus [n = 32]) completed the occlusion phase. All participants were prescribed 6-h/d patching, which was objectively monitored by an occlusion dose monitor (ODM).

RESULTS

Simple normal linear regression modeling of the data on an interval-by-interval basis (interval between clinic visits) indicates that increasing cumulative dose within interval (hours) yields an increase in visual acuity (R2 = 0.918; 684 data points). Most of the children achieved their best visual acuity with 150 to 250 hours' cumulative dose. Specific patient characteristics (especially age) modify the steepness of this function. For example, a 0.20-logMAR (2-line logarithm of the minimum angle of resolution) gain in visual acuity requires a cumulative dose of 170 hours for children at age 48 months and 236 hours at age 72 months.

CONCLUSIONS

Mathematical modeling of amblyopia therapy is a novel approach that elucidates the kinetics of the therapeutic response in humans. This response is age-influenced so that older children require a greater dose to achieve the same outcome--evidence of altered plasticity of the visual system. Fine-tuning the dose-response in amblyopia therapy will facilitate the development of child-specific, evidence-based treatment plans.

摘要

目的

本文基于从弱视监测性遮盖治疗研究(MOTAS)获得的结果数据,描述了一种通过实证得出的弱视遮盖治疗剂量反应数学模型。

方法

MOTAS方案包括三个不同阶段:基线期、屈光适应期和遮盖期。此剂量反应模型仅使用遮盖期的数据。72名年龄在3至8岁的参与者,平均年龄±标准差为5.2±1.4岁(屈光参差性弱视[n = 18];斜视性弱视[n = 22];屈光参差性弱视和斜视性弱视均有[n = 32])完成了遮盖期。所有参与者均被规定每天遮盖6小时,由遮盖剂量监测仪(ODM)进行客观监测。

结果

基于逐个间隔(门诊就诊间隔)的数据进行简单的普通线性回归建模表明,间隔内累积剂量(小时数)增加会使视力提高(R2 = 0.918;684个数据点)。大多数儿童在累积剂量达到150至250小时时达到最佳视力。特定的患者特征(尤其是年龄)会改变此函数的斜率。例如,对于48个月大的儿童,视力提高0.20对数最小分辨角(logMAR)需要累积剂量170小时,而对于72个月大的儿童则需要236小时。

结论

弱视治疗的数学建模是一种阐明人类治疗反应动力学的新方法。这种反应受年龄影响,因此年龄较大的儿童需要更大剂量才能达到相同效果——这是视觉系统可塑性改变的证据。对弱视治疗中的剂量反应进行微调将有助于制定针对儿童的、基于证据的治疗方案。

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