J Refract Surg. 2024 Sep;40(9):e614-e624. doi: 10.3928/1081597X-20240726-01. Epub 2024 Sep 1.
To determine the misclassification rate of the keratoconus percentage (KISA%) index efficacy in eyes with progressive keratoconus.
This was a retrospective case-control study of consecutive patients with confirmed progressive keratoconus and a contemporaneous normal control group with 1.00 diopters or greater regular astigmatism. Scheimpflug imaging (Pentacam HR) was obtained for all patients. KISA% index and inferior-superior (IS) values were obtained from the Pentacam topometric/keratoconus staging map. Receiver operating characteristic curves were generated to determine the area under the receiver operating characteristic curve (AUROC), sensitivity, and specificity values.
There were 160 eyes from 160 patients evaluated, including 80 eyes from 80 patients with progressive keratoconus and 80 eyes from 80 control patients. There were 20 eyes (25%) with progressive keratoconus misclassified by the KISA% index, with 16 eyes (20%) of the progressive keratoconus cohort classified as normal (ie, KISA% < 60). There were 4 eyes (5%) with progressive keratoconus that would classify as having "normal topography" using the published criteria for very asymmetric ectasia with normal topography of KISA% less than 60 and IS value less than 1.45. All controls had a KISA% index value of less than 15. The optimal cut-off value to distinguish cohorts was 15.31 (AUROC = 0.972, 93.75% sensitivity). KISA% index values of 60 and 100 achieved low sensitivity (80% and 73.75%, respectively).
The KISA% index misclassified a significant proportion of eyes with progressive keratoconus as normal. Although highly specific for clinical keratoconus, the KISA% index lacks sensitivity, does not effectively discriminate between normal and abnormal topography, and thus should not be used in large data analysis or artificial intelligence-based modeling. .
确定圆锥角膜百分比(KISA%)指数疗效在进行性圆锥角膜眼中的错误分类率。
这是一项回顾性病例对照研究,连续纳入确诊为进行性圆锥角膜的患者和同时存在 1.00 屈光度或更大规则散光的正常对照组患者。所有患者均行 Scheimpflug 成像(Pentacam HR)。从 Pentacam 地形学/圆锥角膜分期图中获得 KISA%指数和下-上(IS)值。生成受试者工作特征曲线以确定受试者工作特征曲线下面积(AUROC)、敏感性和特异性值。
共评估了 160 例患者的 160 只眼,其中 80 例患者的 80 只眼为进行性圆锥角膜,80 例患者的 80 只眼为对照组患者。有 20 只眼(25%)被 KISA%指数错误分类,其中 16 只眼(20%)进行性圆锥角膜队列被归类为正常(即 KISA%<60)。有 4 只眼(5%)进行性圆锥角膜使用发表的标准,即 KISA%<60 和 IS 值<1.45 的非常不对称扩张伴有正常地形,将归类为“正常地形”。所有对照者的 KISA%指数值均<15。最佳区分队列的截断值为 15.31(AUROC=0.972,93.75%敏感性)。KISA%指数值 60 和 100 的敏感性较低(分别为 80%和 73.75%)。
KISA%指数错误地将很大一部分进行性圆锥角膜患者归类为正常。尽管 KISA%指数对临床圆锥角膜具有高度特异性,但缺乏敏感性,不能有效区分正常和异常地形,因此不应在大型数据分析或基于人工智能的建模中使用。