Digital Health Research Division, Korea Institute of Oriental Medicine, Daejeon, South Korea.
KM Convergence Science, University of Science and Technology, Daejeon, South Korea.
Alzheimers Res Ther. 2024 Apr 13;16(1):83. doi: 10.1186/s13195-024-01452-5.
The worldwide trend of demographic aging highlights the progress made in healthcare, albeit with health challenges like Alzheimer's Disease (AD), prevalent in individuals aged 65 and above. Its early detection at the mild cognitive impairment (MCI) stage is crucial. Event-related potentials (ERPs) obtained by averaging EEG segments responded to repeated events are vital for cognitive impairment research. Consequently, examining intra-trial ERP variability is vital for comprehending fluctuations within psychophysiological processes of interest. This study aimed to investigate cognitive deficiencies and instability in MCI using ERP variability and its asymmetry from a prefrontal two-channel EEG device.
In this study, ERP variability for both target and non-target responses was examined using the response variance curve (RVC) in a sample comprising 481 participants with MCI and 1,043 age-matched healthy individuals. The participants engaged in auditory selective attention tasks. Cognitive decline was assessed using the Seoul Neuropsychological Screening Battery (SNSB) and the Mini-Mental State Examination (MMSE). The research employed various statistical methods, including independent t-tests, and univariate and multiple logistic regression analyses. These analyses were conducted to investigate group differences and explore the relationships between neuropsychological test results, ERP variability and its asymmetry measures, and the prevalence of MCI.
Our results showed that patients with MCI exhibited unstable cognitive processing, characterized by increased ERP variability compared to cognitively normal (CN) adults. Multiple logistic regression analyses confirmed the association between ERP variability in the target and non-target responses with MCI prevalence, independent of demographic and neuropsychological factors.
The unstable cognitive processing in the MCI group compared to the CN individuals implies abnormal neurological changes and reduced and (or) unstable attentional maintenance during cognitive processing. Consequently, utilizing ERP variability measures from a portable EEG device could serve as a valuable addition to the conventional ERP measures of latency and amplitude. This approach holds significant promise for identifying mild cognitive deficits and neural alterations in individuals with MCI.
人口老龄化的全球趋势突显了医疗保健的进步,尽管 65 岁及以上人群中普遍存在阿尔茨海默病(AD)等健康挑战。在轻度认知障碍(MCI)阶段尽早发现这些疾病至关重要。通过平均脑电图(EEG)片段获得的事件相关电位(ERP)对重复事件的反应对于认知障碍研究至关重要。因此,检查试验内 ERP 变异性对于理解感兴趣的心理生理过程中的波动至关重要。本研究旨在使用来自前额叶双通道 EEG 设备的 ERP 变异性及其不对称性来研究 MCI 中的认知缺陷和不稳定性。
在这项研究中,我们使用反应方差曲线(RVC)检查了 481 名 MCI 患者和 1043 名年龄匹配的健康个体的目标和非目标反应的 ERP 变异性。参与者参与了听觉选择性注意任务。使用首尔神经心理学筛选测试(SNSB)和简易精神状态检查(MMSE)评估认知能力下降。研究采用了各种统计方法,包括独立 t 检验、单变量和多变量逻辑回归分析。这些分析用于调查组间差异,并探讨神经心理学测试结果、ERP 变异性及其不对称性测量值与 MCI 患病率之间的关系。
我们的结果表明,与认知正常(CN)成年人相比,MCI 患者的认知处理不稳定,表现为 ERP 变异性增加。多变量逻辑回归分析证实了目标和非目标反应的 ERP 变异性与 MCI 患病率之间的关联,独立于人口统计学和神经心理学因素。
与 CN 个体相比,MCI 组的认知处理不稳定意味着异常的神经变化以及认知处理过程中注意力的减少和(或)不稳定维持。因此,利用便携式 EEG 设备的 ERP 变异性测量值可以作为传统 ERP 潜伏期和振幅测量值的有价值补充。这种方法有望用于识别 MCI 患者的轻度认知缺陷和神经改变。