He Lin, Hong Xin, Suryakumar Rajaraman, Sarangapani Ramesh
Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX, USA.
Alcon Research LLC, Fort Worth, TX, USA.
Clin Ophthalmol. 2020 Dec 31;14:4579-4586. doi: 10.2147/OPTH.S264912. eCollection 2020.
To predict clinical defocus curve performance of the PanOptix intraocular lens (IOL) model TFNT00, a population-based image quality metric was applied to a pseudophakic eye model.
Visual acuity (VA) was simulated using a 2-surface reduced eye model. For each virtual eye, the derived corneal surface was combined with scaled IOL surface. Corneal power and aberration, anterior chamber depth, and pupil size were iterated using a Monte-Carlo approach. Image quality of the IOLs was assessed using the total aberration map to compute the amplitude point spread function. A diffraction-normalized light-in-the-bucket metric was calculated for each virtual eye for defocuses from -3.5 D to +1.0 D (step size 0.25 D) and transformed to VAs and defocus curves. Simulated VA for the ReSTOR +3.0 D lens was used to generate a calibration function by linear regression correlation of simulated data with clinical VA data. Simulated TFNT00 VA was then validated by comparing defocus curves to clinical TFNT00 data.
From -3.5 D to +1.0 D, the simulated defocus curve was generally consistent with the defocus curve from the TFNT00 clinical trial. The mean absolute difference was 0.022 logMAR (~1 letter) for simulated VA versus clinical trial VA.
IOL image quality can be assessed using a population-based virtual eye model to simulate VA and predict clinical performance. Computational modeling and simulation can be applied to future IOL development before clinical trials are conducted.
为预测PanOptix人工晶状体(IOL)模型TFNT00的临床散焦曲线性能,将基于人群的图像质量指标应用于假晶状体眼模型。
使用双表面简化眼模型模拟视力(VA)。对于每个虚拟眼,将导出的角膜表面与缩放后的IOL表面相结合。使用蒙特卡洛方法迭代角膜屈光力和像差、前房深度和瞳孔大小。使用总像差图评估IOL的图像质量,以计算振幅点扩散函数。为每个虚拟眼计算从-3.5 D到+1.0 D(步长0.25 D)散焦的衍射归一化桶中光度量,并转换为视力和散焦曲线。使用ReSTOR +3.0 D晶状体的模拟视力,通过模拟数据与临床视力数据的线性回归相关性生成校准函数。然后通过将散焦曲线与临床TFNT00数据进行比较来验证模拟的TFNT00视力。
从-3.5 D到+1.0 D,模拟的散焦曲线与TFNT00临床试验的散焦曲线总体一致。模拟视力与临床试验视力的平均绝对差为0.022 logMAR(约1个字母)。
可以使用基于人群的虚拟眼模型评估IOL图像质量,以模拟视力并预测临床性能。在进行临床试验之前,计算建模和模拟可应用于未来的IOL开发。