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多线性回归模型提高成年人飞秒激光辅助白内障手术中囊袋切开术大小计算的准确性:一项回顾性单中心研究。

Multiple linear regression model for improving accuracy of capsulorhexis size calculation in femtosecond laser-assisted cataract surgery for adults: a retrospective single-center study.

机构信息

Department of Ophthalmology, Yokosuka Chuoh Eye Clinic, 2-6 Odaki-Cho, Yokosuka, Kanagawa, 238-0008, Japan.

Tsurumi Chuoh Eye Clinic, Tsurumi, Yokohama, Kanagawa, Japan.

出版信息

BMC Ophthalmol. 2023 Jan 11;23(1):19. doi: 10.1186/s12886-023-02776-w.

Abstract

BACKGROUND

Differences between programmed capsulorhexis diameter and actual resulting capsulorhexis diameter (ARCD) are commonly encountered in femtosecond laser-assisted cataract surgery (FLACS). The purpose of this study was to identify the preoperative ophthalmic variables influencing capsulorhexis diameter index (CDI) in FLACS for adults and create a multiple linear regression model for obtaining a more accurate capsulorhexis diameter.

METHODS

This retrospective study involved sixty-seven eyes of 44 patients who received FLACS and intraocular lens implantation. The ARCD was measured using anterior segment swept-source optical coherence tomography (CASIA 2). Keratometry (K1, K2 and average K), anterior chamber depth (ACD), lens thickness (LT), anterior chamber width (ACW), white-to-white (WTW), curvature radius of anterior lens capsule (Front R) and axial length (AL) were all measured preoperatively. Based on the derived data, LT/ACW, LT/AL, LT/ACD and LT/ACW/Front R were calculated. The ratio of the programmed capsulorhexis diameter and ARCD was defined as the CDI. Correlation analysis was conducted to examine the relationship between preoperative variables listed above and the CDI. Multiple linear regression analysis was applied to select the most influential preoperative variables on CDI.

RESULTS

ACD, LT, ACW, Front R, AL, LT/ACW, LT/AL, LT/ACD, and LT/ACW/Front R showed significant correlation with CDI. Front R and LT/ACW/Front R were selected as constants in the multiple linear regression model using stepwise variable selection. The following equation represents the multiple linear regression model: CDI = 1.306-4.516 × LT/ACW/FrontR-0.011 × Front R, when P < 0.0001, adjusted R-squared = 0.919, variance inflation factor = 8.389, and Durbin-Watson ratio = 1.846. Predicted postoperative capsulorhexis diameter (PPCD) equation was created based on CDI equation as follows: PPCD = programmed capsulorhexis diameter × 1.306-4.516 × LT/ACW/FrontR-0.011 × Front R.

CONCLUSION

Front R and LT/ACW/Front R were found to be the most significant influencing factors of capsulorhexis size. CDI and PPCD calculation equations presented in this study may be useful in setting up more accurate programmed capsulorhexis diameter for FLACS in adults, resulting in a precise ARCD.

摘要

背景

飞秒激光辅助白内障手术(FLACS)中,程序设定的囊膜环形撕囊直径与实际结果的囊膜环形撕囊直径(ARCD)之间存在差异。本研究旨在确定影响成人 FLACS 中囊膜环形撕囊直径指数(CDI)的术前眼科变量,并建立一个多元线性回归模型,以获得更准确的囊膜环形撕囊直径。

方法

本回顾性研究纳入了 44 名患者的 67 只眼,这些患者均接受了 FLACS 和人工晶状体植入术。ARCD 使用眼前节扫频源光学相干断层扫描(CASIA 2)进行测量。术前测量角膜曲率(K1、K2 和平均 K)、前房深度(ACD)、晶状体厚度(LT)、前房宽度(ACW)、白到白(WTW)、前晶状体囊曲率半径(Front R)和眼轴长度(AL)。根据得出的数据,计算 LT/ACW、LT/AL、LT/ACD 和 LT/ACW/Front R。程序设定的囊膜环形撕囊直径与 ARCD 的比值定义为 CDI。采用相关分析探讨上述术前变量与 CDI 的关系。采用多元线性回归分析选择对 CDI 影响最大的术前变量。

结果

ACD、LT、ACW、Front R、AL、LT/ACW、LT/AL、LT/ACD 和 LT/ACW/Front R 与 CDI 呈显著相关。通过逐步变量选择,Front R 和 LT/ACW/Front R 被选为多元线性回归模型中的常数。以下是多元线性回归模型方程:CDI=1.306-4.516×LT/ACW/FrontR-0.011×Front R,当 P<0.0001 时,调整后的 R 平方=0.919,方差膨胀因子=8.389,杜宾-沃森比=1.846。基于 CDI 方程创建了预测术后囊膜环形撕囊直径(PPCD)方程,如下所示:PPCD=程序设定的囊膜环形撕囊直径×1.306-4.516×LT/ACW/FrontR-0.011×Front R。

结论

Front R 和 LT/ACW/Front R 是影响囊膜环形撕囊大小的最显著因素。本研究中提出的 CDI 和 PPCD 计算方程可用于为成人 FLACS 设定更准确的程序设定的囊膜环形撕囊直径,从而获得精确的 ARCD。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/797d/9832795/e42186be3d92/12886_2023_2776_Fig1_HTML.jpg

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