多变量模型预测环面正交k透镜处方。

IF 2.1 4区 医学 Q2 OPHTHALMOLOGY
Hsiuwan Wendy Yang, Chihkai Leon Liang, Hsinhui Wang, Huihua Kenny Chiang
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引用次数: 0

摘要

目的:角膜塑形镜(orthok)能有效控制近视进展。Toric orthok镜片用于中度至高度散光,但具有多个角膜参数的预测模型是有限的。本研究的目的是找出关键的预测因素,环晶镜处方的Ortho-K。方法:对506例接受orthoo - k治疗的患者进行回顾性分析,纳入年龄、性别、屈光不正、角膜散光、扁平偏心率等15项参数。使用单变量和多变量模型,通过逻辑回归识别显著预测因子,并通过反向逐步回归进行细化,通过受试者工作特征曲线分析进行评估。结果:4变量模型(角膜散光[∆K]、陡峭偏心率[陡e]、8 mm矢状高度差[SD8]、角膜柱形与球面[C/S]比)的曲线下面积(AUC)为0.92(灵敏度89.7%,特异性79.5%)。受试者工作特征分析验证阈值:∆K>1.50 D (AUC 0.87), SD8大于34 μm (AUC 0.82),扁偏心率大于0.68 (AUC 0.73), C/S比大于0.59 (AUC 0.63)。结论:本研究建立了四变量模型,确定角膜散光和SD8是检测角膜缘到角膜缘散光的关键预测因子。陡峭和平坦的怪癖分别提供了预测和临床见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multivariable Model to Predict Toric Ortho-K Lens Prescription.

Objective: Orthokeratology (Ortho-K) effectively controls myopia progression. Toric Ortho-K lenses are used for moderate-to-high astigmatism, but predictive models with multiple corneal parameters are limited. This study aimed to identify key predictors for toric lens prescription in Ortho-K.

Methods: A retrospective analysis was conducted on 506 patients undergoing Ortho-K treatment, incorporating 15 parameters such as age, sex, refractive error, corneal astigmatism, and flat eccentricity. Using both univariate and multivariate models, significant predictors were identified using logistic regression and refined with backward stepwise regression, evaluated by receiver operating characteristic curve analysis.

Results: The 4-variable model (corneal astigmatism [∆K], steep eccentricity [Steep e], Sagittal Height Difference at 8 mm [SD8], and Corneal Cylindrical to Spherical [C/S] ratio) achieved an area under the curve (AUC) of 0.92 (sensitivity 89.7%, specificity 79.5%). Receiver operating characteristic analysis validated thresholds: ∆K>1.50 D (AUC 0.87), SD8 greater than 34 μm (AUC 0.82), flat eccentricity greater than 0.68 (AUC 0.73), and C/S ratio greater than 0.59 (AUC 0.63).

Conclusion: This study developed the 4-variable model for toric Ortho-K lens fitting, identifying corneal astigmatism and SD8 as key predictors for detecting limbus-to-limbus astigmatism. Steep and flat eccentricities offered predictive and clinical insights, respectively.

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来源期刊
CiteScore
4.50
自引率
4.30%
发文量
150
审稿时长
6-12 weeks
期刊介绍: Eye & Contact Lens: Science and Clinical Practice is the official journal of the Contact Lens Association of Ophthalmologists (CLAO), an international educational association for anterior segment research and clinical practice of interest to ophthalmologists, optometrists, and other vision care providers and researchers. Focusing especially on contact lenses, it also covers dry eye disease, MGD, infections, toxicity of drops and contact lens care solutions, topography, cornea surgery and post-operative care, optics, refractive surgery and corneal stability (eg, UV cross-linking). Peer-reviewed and published six times annually, it is a highly respected scientific journal in its field.
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