Department of Optometry, University of Johannesburg, Auckland Park, South Africa
BMJ Open Ophthalmol. 2023 Aug;8(1). doi: 10.1136/bmjophth-2023-001344.
To demonstrate a multivariate method of analysis of the short-term variation of refractive state in keratoconus (KC) patients.
In this observational study, 19 eyes with KC and 19 healthy control eyes were measured. The study included both male and female participants and the mean age was 23.6 years (range 18-34 years) and 23.2 years (range 22-26 years) for KC and control participants, respectively. Forty consecutive autorefractor measurements were taken for each participant and the short-term variation thereof was analysed using multivariate methods of analysis.
Short-term variation of refractive state is greater in eyes with KC than in healthy control eyes and variation increases with severity of disease. A novel finding was that there was much more ortho-astigmatic and oblique-astigmatic variation seen in KC eyes than in control eyes which had predominately stigmatic variation. Refractive state is described by three components, namely, sphere, cylinder and axis. Although it is multivariate in nature, it is often analysed using univariate statistical methods. In diseases such as KC, where early diagnosis is crucial for a good prognosis, it is necessary that researchers endeavour to investigate the disease from different perspectives to fully understand the nature of the disease. This paper comprehensively demonstrates the multivariate statistical methods of analysis of refractive data. The implementation of this analysis provides insight into the short-term variation of refractive data in healthy and keratoconic eyes, and these findings have not been demonstrated before using univariate statistics.
展示一种用于分析圆锥角膜(KC)患者屈光状态短期变化的多变量分析方法。
在这项观察性研究中,测量了 19 只 KC 眼和 19 只健康对照眼。该研究包括男性和女性参与者,KC 组的平均年龄为 23.6 岁(范围 18-34 岁),对照组的平均年龄为 23.2 岁(范围 22-26 岁)。对每个参与者连续进行 40 次自动折射仪测量,并使用多变量分析方法分析其短期变化。
与健康对照眼相比,KC 眼的屈光状态短期变化更大,且随着疾病严重程度的增加而增加。一个新的发现是,KC 眼的正交散光和斜交散光变化比对照眼多得多,而对照眼主要是散光变化。屈光状态由三个分量描述,即球镜、柱镜和轴位。尽管它具有多变量的性质,但通常使用单变量统计方法进行分析。在 KC 等疾病中,早期诊断对良好的预后至关重要,因此研究人员有必要从不同角度努力研究疾病,以充分了解疾病的性质。本文全面展示了屈光数据的多变量统计分析方法。该分析的实施提供了对健康和圆锥角膜眼中屈光数据短期变化的深入了解,这些发现以前没有使用单变量统计方法证明过。