Ren Qi, Chu Zhe, Cui Wei, Cheng Lu, Su Wenjie, Cheng Hao, Wu Jie
Eye Institute of Shandong First Medical University, Qingdao Eye Hospital of Shandong First Medical University, Qingdao, China.
State Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory of Ophthalmology, Qingdao, China.
Front Bioeng Biotechnol. 2023 Apr 10;11:1145032. doi: 10.3389/fbioe.2023.1145032. eCollection 2023.
To investigate the relationship between the corneal material stiffness parameter stress-strain index (SSI) and axial length (AL) elongation with varying severities of myopia, based on a mathematical estimation model. This single-center, cross-sectional study included data from healthy subjects and patients preparing for refractive surgery in the Qingdao Eye Hospital of Shandong First Medical University. Data were collected from July 2021 to April 2022. First, we performed and tested an estimated AL model ( ) based on the mathematical equation proposed by Morgan. Second, we proposed an axial increment model ( ) corresponding to spherical equivalent error (SER) based on ( at SER = 0) and subject's real AL. Finally, we evaluated the variations of with SSI changes based on the mathematical estimation model. We found that AL was closely associated with ( = 0.91, = 33.8, < 0.001) with good consistency and SER was negatively associated with ( = -0.89, = -30.7, < 0.001). The association of SSI with AL, , and can be summarized using the following equations: , , and . In adjusted models, SSI was negatively associated with AL (Model 1: = -2.01, < 0.001) and (Model 3: = -2.49, < 0.001) but positively associated with (Model 2: = 0.48, < 0.05). In addition, SSI was negatively associated with among subjects with AL ≥ 26 mm ( = -1.36, = 0.02). AL increased with decreasing SSI in myopia.
基于数学估计模型,研究角膜材料硬度参数应力应变指数(SSI)与不同近视严重程度下眼轴长度(AL)伸长之间的关系。这项单中心横断面研究纳入了山东第一医科大学附属青岛眼科医院健康受试者和准备接受屈光手术患者的数据。数据收集时间为2021年7月至2022年4月。首先,我们基于Morgan提出的数学方程执行并测试了一个估计的AL模型( )。其次,我们基于 (SER = 0时的 )和受试者的实际AL提出了一个与球镜等效误差(SER)相对应的眼轴增量模型( )。最后,我们基于数学估计模型评估了 随SSI变化的情况。我们发现AL与 密切相关( = 0.91, = 33.8, < 0.001),一致性良好,且SER与 呈负相关( = -0.89, = -30.7, < 0.001)。SSI与AL、 和 之间的关联可以用以下方程总结: 、 和 。在调整模型中,SSI与AL(模型1: = -2.01, < 0.001)和 (模型3: = -2.49, < 0.001)呈负相关,但与 呈正相关(模型2: = 0.48, < 0.05)。此外,在AL≥26 mm的受试者中,SSI与 呈负相关( = -1.36, = 0.02)。近视患者中,随着SSI降低,AL增加。