Wu Jiaonan, Ding Wei, Ye Xing, Wei Qiang, Lv Xinyi, Tang Qiqiang, Tian Yanghua, Wang Kai, Jiang Yubao
Department of Neurology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China.
Department of Neurology, Anhui Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.
Front Neurol. 2021 Nov 10;12:720126. doi: 10.3389/fneur.2021.720126. eCollection 2021.
Perceptual alternations evoked by binocular rivalry (BR) reflect cortical dynamics strongly dependent on the excitatory-inhibitory balance, suggesting potential utility as a biomarker for epileptogenesis. Therefore, we investigated the characteristics of BR in patients with idiopathic generalized epilepsy (IGE) and potential associations with clinical variables. Sixty-two healthy controls (HCs) and 94 IGE patients completed BR task. Perceptual alternation rates were compared between HC and IGE groups as well as among the HC group and IGE patients stratified according to the presence or absence of interictal activity on the ambulatory electroencephalogram (EEG), termed the abnormal ambulatory EEG group (AB-AEEG, = 64) and normal ambulatory EEG group (N-AEEG, = 30), respectively. The IGE patients demonstrated a slower rate of BR perceptual alternation than HC subjects ( = -4.364, < 0.001). The alternation rate also differed among the HC, AB-AEEG, and N-AEEG groups ( = 44.962, = 2, < 0.001), and comparisons indicated a significantly slower alternation rate in the AB-AEEG group compared with the N-AEEG and HC groups (0.28 vs. 0.46, and 0.43 Hz). Stepwise linear regression revealed positive correlations between the BR alternation rate and both the ambulatory EEG status (β, 0.173; standard error, 0.022 < 0.001) and Montreal Cognitive Assessment score (β, 0.013; standard error, 0.004; = 0.003). Receiver operating characteristic curve analysis of the BR alternation rate distinguished AB-AEEG from N-AEEG subjects with 90.00% sensitivity and 76.90% specificity (area under the curve = 0.881; 95% confidence interval = 0.801- 0.961, cut-off = 0.319). Alternatively, Montreal Cognitive Assessment score did not accurately distinguish AB-AEEG from N-AEEG subjects and the area under the receiver operating characteristic curve combining the BR alternation rate and Montreal Cognitive Assessment score was not markedly larger than that of the BR alternation rate alone (0.894, 95% confidence interval = 0.822-0.966, < 0.001). K-fold cross-validation was used to evaluate the predictive performance of BR alternation rate, MoCA score, and the combination of both, which yielded average AUC values of 0.870, 0.584 and 0.847, average sensitivity values of 89.36, 92.73, and 91.28%, and average specificity values of 62.25, 13.42, and 61.78%, respectively. The number of interictal epileptiform discharges was significantly correlated with the alternation rate in IGE patients ( = 0.296, = 0.018). A forward stepwise linear regression model identified the number of interictal epileptiform discharges (β, 0.001; standard error, 0.001; = 0.025) as an independent factor associated with BR alternation rate in these patients. These results suggest that interictal epileptiform discharges are associated with disruptions in perceptual awareness, and that the BR may be a useful auxiliary behavioral task to diagnosis and dynamically monitor IGE patients with interictal discharge.
双眼竞争(BR)诱发的知觉交替反映了强烈依赖于兴奋抑制平衡的皮层动力学,提示其作为癫痫发生生物标志物的潜在效用。因此,我们研究了特发性全身性癫痫(IGE)患者的BR特征及其与临床变量的潜在关联。62名健康对照者(HCs)和94名IGE患者完成了BR任务。比较了HC组和IGE组之间以及根据动态脑电图(EEG)是否存在发作间期活动分层的HC组和IGE患者之间的知觉交替率,分别称为异常动态EEG组(AB - AEEG,n = 64)和正常动态EEG组(N - AEEG,n = 30)。IGE患者的BR知觉交替率比HC受试者慢(t = -4.364,P < 0.001)。HC组、AB - AEEG组和N - AEEG组之间的交替率也存在差异(F = 44.962,df = 2,P < 0.001),两两比较表明AB - AEEG组的交替率明显慢于N - AEEG组和HC组(0.28 vs. 0.46和0.43 Hz)。逐步线性回归显示BR交替率与动态EEG状态(β,0.173;标准误,0.022;P < 0.001)和蒙特利尔认知评估得分(β,0.013;标准误,0.004;P = 0.003)均呈正相关。BR交替率的受试者工作特征曲线分析区分AB - AEEG组和N - AEEG组受试者的灵敏度为90.00%,特异度为76.90%(曲线下面积 = 0.881;95%置信区间 = 0.801 - 0.961,截断值 = 0.319)。相比之下,蒙特利尔认知评估得分不能准确区分AB - AEEG组和N - AEEG组受试者,并且结合BR交替率和蒙特利尔认知评估得分的受试者工作特征曲线下面积并不明显大于单独BR交替率的曲线下面积(0.894,95%置信区间 = 0.822 - 0.966,P < 0.001)。采用K折交叉验证评估BR交替率、MoCA得分及其二者组合的预测性能,其平均AUC值分别为0.870、0.584和0.847,平均灵敏度值分别为89.36%、92.73%和91.28%,平均特异度值分别为62.25%、13.42%和61.78%。IGE患者的发作间期癫痫样放电数量与交替率显著相关(r = 0.296,P = 0.018)。向前逐步线性回归模型确定发作间期癫痫样放电数量(β,0.001;标准误,0.001;P = 0.025)是这些患者中与BR交替率相关的独立因素。这些结果表明发作间期癫痫样放电与知觉意识障碍有关,并且BR可能是诊断和动态监测有发作间期放电的IGE患者的一项有用的辅助行为任务。