Zander Daniel, Grewing Viviane, Glatz Andreas, Lapp Thabo, Maier Philip C, Reinhard Thomas, Wacker Katrin
Eye Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany.
JAMA Ophthalmol. 2021 Apr 1;139(4):423-430. doi: 10.1001/jamaophthalmol.2020.6994.
Predicting the extent of corneal edema resolution after Descemet membrane endothelial keratoplasty (DMEK) may help in preoperative decision-making by identifying patients who may benefit from restoring endothelial function.
To develop and validate a predictive model for edema resolution after DMEK using Scheimpflug tomographic imaging.
DESIGN, SETTING, AND PARTICIPANTS: Two prospective studies recruited participants with advanced Fuchs dystrophy at a university-based tertiary referral center between July 1, 2017, and August 31, 2019. Analyses were designed in November 2019 and completed on June 30, 2020. Development of a predictive model using linear least absolute shrinkage and selection operator regression was conducted in a derivation cohort (100 eyes). Overall performance, discrimination, and calibration were tested in the separate validation cohort (32 eyes).
Preoperative Scheimpflug parameters and patient-reported visual disability were considered as potential predictors of edema resolution: (1) tomographic features (irregularity of lines of equal corneal thickness, displacement of the thinnest point of corneal thickness from the inferior-temporal quadrant, and absolute amount of focal posterior corneal depression), (2) standardized anterior and posterior corneal backscatter, (3) preoperative central corneal thickness, and (4) Fuchs dystrophy-specific visual disability.
Decrease in central corneal thickness after DMEK indicative of edema resolution.
Of the 88 patients included in the analysis, 54 were women (61%); median age was 68 years (interquartile range [IQR], 59-76 years). A median of 13 months after DMEK (IQR, 9-16 months), median corneal thickness was 77 μm lower (IQR, 51-94 μm) in the derivation cohort and 75 μm lower in the validation cohort (IQR, 54-96 μm) than before surgery. Per 10-μm edema resolution, eyes gained 0.66 Early Treatment Diabetic Retinopathy Study letters (95% CI, 0.09-1.23) in best-corrected visual acuity. Three tomographic features were present in 68 of 100 eyes (68%) in the derivation cohort and in 18 of 32 eyes (56%) in the validation cohort before DMEK and in only 1 of 132 eyes (1%) after DMEK. To predict edema resolution after DMEK based on preoperative assessment, 5 variables were selected by the statistical learning algorithm: nonparallel isopachs, focal posterior depression, anterior and posterior corneal backscatter, and central corneal thickness. In the separate validation cohort, the model showed high overall performance, discrimination, and calibration.
These post hoc analyses of prospective cohorts support a model for use in the prediction of edema resolution after DMEK using Scheimpflug measurement to identify patients benefitting most from DMEK.
预测后弹力层内皮角膜移植术(DMEK)后角膜水肿消退的程度,有助于术前决策,通过识别可能从恢复内皮功能中获益的患者。
利用Scheimpflug断层成像技术开发并验证DMEK术后水肿消退的预测模型。
设计、设置和参与者:两项前瞻性研究在2017年7月1日至2019年8月31日期间,于一所大学的三级转诊中心招募了患有晚期Fuchs营养不良的参与者。分析于2019年11月设计,并于2020年6月30日完成。在一个推导队列(100只眼)中,使用线性最小绝对收缩和选择算子回归开发预测模型。在单独的验证队列(32只眼)中测试总体性能、区分度和校准度。
术前Scheimpflug参数和患者报告的视力残疾被视为水肿消退的潜在预测因素:(1)断层特征(等角膜厚度线的不规则性、角膜厚度最薄点从颞下象限的位移以及角膜后表面局灶性凹陷的绝对量),(2)标准化的角膜前、后表面后向散射,(3)术前中央角膜厚度,以及(4)Fuchs营养不良特异性视力残疾。
DMEK术后中央角膜厚度的降低表明水肿消退。
纳入分析的88例患者中,54例为女性(61%);中位年龄为68岁(四分位间距[IQR],59 - 76岁)。DMEK术后中位13个月(IQR,9 - 16个月),推导队列中的角膜厚度中位数比手术前降低了77μm(IQR,51 - 94μm),验证队列中降低了75μm(IQR,54 - 96μm)。每消退10μm水肿,最佳矫正视力提高0.66个早期糖尿病视网膜病变研究视力表字母(95%CI,0.09 - 1.23)。在推导队列的100只眼中,68只(68%)在DMEK术前存在三种断层特征,验证队列的32只眼中,18只(56%)存在这些特征,而在DMEK术后132只眼中只有1只(1%)存在。为了基于术前评估预测DMEK术后水肿消退情况,统计学习算法选择了5个变量:非平行等角膜厚度线、后表面局灶性凹陷、角膜前、后表面后向散射以及中央角膜厚度。在单独的验证队列中,该模型显示出较高的总体性能、区分度和校准度。
这些前瞻性队列的事后分析支持了一个使用Scheimpflug测量来预测DMEK术后水肿消退的模型,可以识别出从DMEK中获益最大的患者。