Laboratory of Clinical Neurophysiology, AHEPA Hospital, Aristotle University of Thessaloniki, Greece.
Laboratory of Clinical Neurophysiology, AHEPA Hospital, Aristotle University of Thessaloniki, Greece.
Mult Scler Relat Disord. 2016 Nov;10:192-197. doi: 10.1016/j.msard.2016.10.006. Epub 2016 Oct 27.
Cognitive event-related potentials (ERPs) have been previously correlated with T2 lesion load (Τ2LL) in patients with multiple sclerosis (MS). It is currently unknown, however, whether ERPs also correlate with brain atrophy or the presence of T1 hypointense lesions ("black holes") which reflect tissue destruction and axonal loss. The primary aim of the current study is to explore the effect of neuroradiological parameters such as brain atrophy, T1 and T2 lesion load on auditory ERPs in MS patients. In addition, we correlated cognitive impairment with neurophysiological (ERP) and neuroradiological (MRI) variables and investigated whether a combination of ERP and MRI parameters is capable of distinguishing patients suffering from secondary progressive (SP), primary progressive (PP) and relapsing-remitting (RR) MS.
The study sample consisted of fifty nine MS patients (mean age±SD: 37.82±1.38 years; average disease duration: 6.76±5.3 years) and twenty six age-matched controls (mean age±SD: 41.42±15.39 years). The patients' EDSS and NRS scores were 3.77±2.14 (range: 1-7.5) and 75.88±11.99 (range: 42-94) respectively. ERPs were recorded using the auditory "odd-ball" paradigm. T1 and T2 lesions were automatically segmented using an edge-finding tool and total lesion volumes were calculated. MRI measures of brain atrophy included third ventricle width (THIRDVW) and the ratio of mid-sagittal corpus callosum area to the mid-sagittal intracranial skull surface area (CC/MISS). Statistical analysis was performed using multiple regression, principal component (PCA) and discriminant analysis.
T1 lesion load emerged as the most significant predictor of P300 and N200 latency. The rest of the endogenous ERPs parameters (P300 amplitude, N200 amplitude) were not significantly correlated with the MRI variables. PCA of pooled neuroradiological and neurophysiological markers suggested that four components accounted for 64.6% of the total variability. Discriminant analysis based on ERP & MRI markers classified correctly 79.63% of patients in RR, PP and SP subgroups.
T1 lesion load is the most significant MRI correlate of auditory ERPs in MS patients. Importantly, ERPs in combination with MRI variables can be usefully employed for distinguishing patients with different subtypes of MS.
认知事件相关电位(ERP)已与多发性硬化症(MS)患者的 T2 病变负荷(Τ2LL)相关联。但是,目前尚不清楚 ERP 是否也与脑萎缩或 T1 低信号病变(“黑洞”)相关,这些病变反映了组织破坏和轴突丢失。本研究的主要目的是探讨神经影像学参数(如脑萎缩,T1 和 T2 病变负荷)对 MS 患者听觉 ERP 的影响。此外,我们还将认知障碍与神经生理学(ERP)和神经影像学(MRI)变量相关联,并研究 ERP 和 MRI 参数的组合是否能够区分继发进展型(SP),原发进展型(PP)和复发缓解型(RR)MS 患者。
研究样本包括 59 名 MS 患者(平均年龄±标准差:37.82±1.38 岁;平均病程:6.76±5.3 年)和 26 名年龄匹配的对照者(平均年龄±标准差:41.42±15.39 岁)。患者的 EDSS 和 NRS 评分为 3.77±2.14(范围:1-7.5)和 75.88±11.99(范围:42-94)。使用听觉“odd-ball”范式记录 ERP。使用边缘检测工具自动分割 T1 和 T2 病变,并计算总病变体积。脑萎缩的 MRI 测量指标包括第三脑室宽度(THIRDVW)和胼胝体面积与中矢状颅内颅骨表面积的比值(CC/MISS)。使用多元回归,主成分(PCA)和判别分析进行统计分析。
T1 病变负荷是 P300 和 N200 潜伏期的最重要预测因子。其余内源性 ERP 参数(P300 振幅,N200 振幅)与 MRI 变量无显著相关性。综合神经影像学和神经生理学标志物的 PCA 表明,四个分量解释了总变异性的 64.6%。基于 ERP 和 MRI 标志物的判别分析正确分类了 79.63%的 RR,PP 和 SP 亚组患者。
T1 病变负荷是 MS 患者听觉 ERP 的最重要 MRI 相关物。重要的是,ERP 与 MRI 变量相结合可用于区分不同亚型的 MS 患者。