Department of Psychiatry, Graduate School of Medicine, Osaka University, D3 2-2 Yamada-oka, Suita, Osaka, 565-0871, Japan.
Department of Psychiatry, Nippon Life Hospital, Osaka, Japan.
Sci Rep. 2020 Aug 3;10(1):13054. doi: 10.1038/s41598-020-70035-9.
Idiopathic normal pressure hydrocephalus (iNPH) is a neuropsychiatric disease characterized by gait disturbance, cognitive deterioration and urinary incontinence associated with excessive accumulation of cerebrospinal fluid (CSF) in the brain ventricles. These symptoms, in particular gait disturbance, can be potentially improved by shunt operation in the early stage of the disease, and the intervention associates with a worse outcome when performed late during the course of the disease. Despite the variable outcome of shunt operation, noninvasive presurgical prediction methods of shunt response have not been established yet. In the present study, we used normalized power variance (NPV), a sensitive measure of the instability of cortical electrical activity, to analyze cortical electrical activity derived from EEG data using exact-low-resolution-electromagnetic-tomography (eLORETA) in 15 shunt responders and 19 non-responders. We found that shunt responders showed significantly higher NPV values at high-convexity areas in beta frequency band than non-responders. In addition, using this difference, we could discriminate shunt responders from non-responders with leave-one-subject-out cross-validation accuracy of 67.6% (23/34) [positive predictive value of 61.1% (11/18) and negative predictive value of 75.0% (12/16)]. Our findings indicate that eLORETA-NPV can be a useful tool for noninvasive prediction of clinical response to shunt operation in patients with iNPH.
特发性正常压力脑积水(iNPH)是一种神经精神疾病,其特征是步态障碍、认知恶化和与脑室内脑脊液(CSF)过度积聚相关的尿失禁。这些症状,特别是步态障碍,可以通过在疾病早期进行分流手术得到潜在改善,而在疾病过程中晚期进行干预与预后较差相关。尽管分流手术的结果存在差异,但尚未建立针对分流反应的非侵入性术前预测方法。在本研究中,我们使用归一化功率方差(NPV),这是皮质电活动不稳定的敏感指标,使用精确低分辨率电磁断层成像(eLORETA)分析来自 EEG 数据的皮质电活动,在 15 名分流反应者和 19 名非反应者中进行了分析。我们发现,分流反应者在 beta 频带的高凸区域的 NPV 值明显高于非反应者。此外,通过使用这种差异,我们可以使用受试者外交叉验证准确率为 67.6%(23/34)[阳性预测值为 61.1%(11/18),阴性预测值为 75.0%(12/16)]来区分分流反应者和非反应者。我们的研究结果表明,eLORETA-NPV 可以成为 iNPH 患者对分流手术临床反应进行非侵入性预测的有用工具。