Cleveland Clinic Epilepsy Center, Neurological Institute, Cleveland Clinic, Cleveland, OH 44195, United States of America.
Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH 44195, United States of America.
Epilepsy Behav. 2019 Jun;95:124-130. doi: 10.1016/j.yebeh.2019.03.047. Epub 2019 Apr 28.
The objective of this study was to compare the accuracy of clinical judgment in predicting seizure outcome after resective epilepsy surgery relative to two recently published statistical tools [the Epilepsy Surgery Nomogram (ESN) and the modified Seizure-Freedom score (m-SFS)].
Details of presurgical evaluations of 20 patients who underwent epilepsy surgery were presented to 20 epilepsy experts. The final surgical treatment was also disclosed. The clinicians were asked to predict the likelihood of a good outcome (Engel 1) at 2 and 5 years in each case. The ESN and the m-SFS predictions were calculated with the data provided to the clinicians. The discriminative ability of clinical judgment, ESN, and m-SFS was assessed by calculating a concordance index (C-index). Expert opinion, the m-SFS and the ESN performances were compared using a Receiver Operating Characteristic (ROC) curve analysis.
The mean age at surgery was 29 years (standard deviation [SD] = 14); 40% were male; 70% were right-handed, and thirteen (65%) had an Engel outcome 1 at 2 and 5 years. The mean C-index for the mean physician's prediction was 0.478 with a variance of 0.012. The ESN had an area under the curve (AUC) of 0.528 and 0.533 for the 2-year and 5-year predictions in comparison with the clinicians' predictions that was 0.476, and 0.466, respectively. For the m-SFS, the AUC at 2 years and 5 years was 0.539 and 0.539, respectively. No statistical difference was noted between the ESN and the clinicians or between m-SFS and the ESN, but there is a moderate statistical difference favoring the m-SFS to the clinicians (p 0.0960 and 0.0514, for 2 and 5 years).
Clinical judgment was not superior to the ESN nor to the m-SFS. Together with the interphysician's prediction variability, our findings reinforce the need for better tools to predict postoperative outcomes.
本研究旨在比较临床判断在预测切除性癫痫手术后癫痫发作结果方面的准确性,与最近发表的两种统计工具[癫痫手术预测图(ESN)和改良癫痫无发作评分(m-SFS)]进行比较。
向 20 名接受癫痫手术的患者的 20 名癫痫专家介绍了术前评估的详细信息。还披露了最终的手术治疗。要求临床医生预测每个病例在 2 年和 5 年时获得良好结局(Engel 1)的可能性。根据向临床医生提供的数据计算 ESN 和 m-SFS 预测值。通过计算一致性指数(C 指数)评估临床判断、ESN 和 m-SFS 的判别能力。使用接受者操作特征(ROC)曲线分析比较专家意见、m-SFS 和 ESN 的表现。
手术时的平均年龄为 29 岁(标准差[SD] = 14);40%为男性;70%为右利手,13 例(65%)在 2 年和 5 年时获得 Engel 1 结果。平均医生预测的平均 C 指数为 0.478,方差为 0.012。ESN 在 2 年和 5 年的预测中,曲线下面积(AUC)分别为 0.528 和 0.533,而临床医生的预测值分别为 0.476 和 0.466。对于 m-SFS,2 年和 5 年的 AUC 分别为 0.539 和 0.539。ESN 与临床医生或 m-SFS 与 ESN 之间无统计学差异,但 m-SFS 与临床医生相比具有中度统计学差异(p 值分别为 0.0960 和 0.0514,2 年和 5 年)。
临床判断并不优于 ESN 或 m-SFS。结合医生之间的预测变异性,我们的研究结果加强了需要更好的工具来预测术后结果。