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角膜动态地形图分析及其在圆锥角膜诊断中的应用。

Dynamic topography analysis of the cornea and its application to the diagnosis of keratoconus.

作者信息

Li XueFei, Luo ShengLong, Wang Zheng, Miao YuanYuan, Zhu ManMan, Zheng XiaoBo, Luo GuoXin, Bao FangJun, Chen ShiHao, Wang JunJie

机构信息

National Engineering Research Center of Ophthalmology and Optometry, Eye Hospital, Wenzhou Medical University, Wenzhou, 325027, China; National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, 325027, China; NMPA Key Laboratory for Clinical Research and Evaluation of Medical Devices and Drug for Ophthalmic Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, 325027, China.

Department of Ophthalmology, Nanyang First People's Hospital Affiliated to Henan University, Nanyang, 473000, China.

出版信息

Comput Biol Med. 2023 May;158:106800. doi: 10.1016/j.compbiomed.2023.106800. Epub 2023 Mar 21.

Abstract

PROPOSE

To establish a dynamic topography analysis method which simulates the dynamic biomechanical response of the cornea and reveals the variations of such response within the corneal surface, and thereafter to propose and clinically evaluate new parameters for the definite diagnosis of keratoconus.

METHODS

58 normal (Normal) and 56 keratoconus (KC) subjects were retrospectively included. Personalized corneal air-puff model was established using corneal topography data by Pentacam for each subject, and the dynamic deformation under air-puff loading was simulated using finite element method, which then enabled calculations of corneal biomechanical parameters of the entire corneal surface along any meridian. Variations in these parameters across different meridians and between different groups were explored by two-way repeated measurement analysis of variance. New dynamic topography parameters were proposed as the range of the calculated biomechanical parameters within the entire corneal surface, and the AUC of ROC curve was used to compare the diagnostic efficiency of newly proposed and existing parameters.

RESULTS

Corneal biomechanical parameters measured in different meridians varied significantly which were more pronounced in KC group due to its irregularity in corneal morphology. Considering such between-meridian variations thus led to improved diagnostic efficiency of KC as presented by the proposed dynamic topography parameter rIR with an AUC of 0.992 (sensitivity: 91.1%, specificity: 100%), significantly better than the current topography and biomechanical parameters.

CONCLUSIONS

The diagnosis of keratoconus may be affected by the significant variations of corneal biomechanical parameters due to corneal morphology irregularity. By considering such variations, the current study established the dynamic topography analysis process which benefits from the high accuracy of (static) corneal topography measurement while improving its diagnosis capacity. The proposed dynamic topography parameters, especially the rIR parameter, showed comparable or better diagnostic efficiency for KC than existing topography and biomechanical parameters, which can be of great clinical significance for clinics without access to instrument for biomechanical evaluations.

摘要

目的

建立一种动态地形图分析方法,该方法可模拟角膜的动态生物力学响应并揭示角膜表面这种响应的变化,进而提出并临床评估用于圆锥角膜明确诊断的新参数。

方法

回顾性纳入58例正常人和56例圆锥角膜患者。利用Pentacam获取的角膜地形图数据为每个受试者建立个性化的角膜吹气模型,采用有限元方法模拟吹气加载下的动态变形,从而能够计算沿任何子午线的整个角膜表面的角膜生物力学参数。通过双向重复测量方差分析探讨这些参数在不同子午线之间以及不同组之间的变化。提出新的动态地形图参数作为整个角膜表面计算得到的生物力学参数范围,并使用ROC曲线的AUC比较新提出参数与现有参数的诊断效率。

结果

不同子午线测量的角膜生物力学参数差异显著,在圆锥角膜组中由于角膜形态不规则而更为明显。考虑到这种子午线间的差异,由此提出的动态地形图参数rIR提高了圆锥角膜的诊断效率,其AUC为0.992(敏感性:91.1%,特异性:100%),明显优于当前的地形图和生物力学参数。

结论

圆锥角膜的诊断可能会受到角膜形态不规则导致的角膜生物力学参数显著变化的影响。通过考虑这种变化,本研究建立了动态地形图分析流程,该流程受益于(静态)角膜地形图测量的高精度,同时提高了其诊断能力。所提出的动态地形图参数,尤其是rIR参数,对圆锥角膜的诊断效率与现有地形图和生物力学参数相当或更好,这对于无法使用生物力学评估仪器的临床机构具有重要的临床意义。

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