State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Division of Psychology, Beijing Normal University, Beijing, China,
State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Division of Psychology, Beijing Normal University, Beijing, China.
Gerontology. 2023;69(3):321-335. doi: 10.1159/000526802. Epub 2022 Oct 14.
Among the elderly, dementia is a common and disabling disorder with primary manifestations of cognitive impairments. Diagnosis and intervention in its early stages is the key to effective treatment. Nowadays, the test of cognitive function relies mainly on neuropsychological tests, such as the Mini-Mental State Examination (MMSE) and Montreal Cognitive Assessment (MoCA). However, they have noticeable shortcomings, e.g., the biases of subjective judgments from physicians and the cost of the labor of these well-trained physicians. Thus, advanced and objective methods are urgently needed to evaluate cognitive functions.
We developed a cognitive assessment system through measuring the saccadic eye movements in three tasks. The cognitive functions were evaluated by both our system and the neuropsychological tests in 310 subjects, and the evaluating results were directly compared.
In general, most saccadic parameters correlate well with the MMSE and MoCA scores. Moreover, some subjects with high MMSE and MoCA scores have high error rates in performing these three saccadic tasks due to various errors. The primary error types vary among tasks, indicating that different tasks assess certain specific brain functions preferentially. Thus, to improve the accuracy of evaluation through saccadic tasks, we built a weighted model to combine the saccadic parameters of the three saccadic tasks, and our model showed a good diagnosis performance in detecting patients with cognitive impairment.
The comprehensive analysis of saccadic parameters in multiple tasks could be a reliable, objective, and sensitive method to evaluate cognitive function and thus to help diagnose cognitive impairments.
在老年人中,痴呆是一种常见且致残的疾病,主要表现为认知障碍。在早期进行诊断和干预是有效治疗的关键。如今,认知功能的测试主要依赖于神经心理学测试,如简易精神状态检查(MMSE)和蒙特利尔认知评估(MoCA)。然而,它们存在明显的缺点,例如医生主观判断的偏差和这些经过良好训练的医生的劳动力成本。因此,迫切需要先进和客观的方法来评估认知功能。
我们通过测量三个任务中的眼跳运动开发了一个认知评估系统。我们的系统和神经心理学测试在 310 名受试者中评估了认知功能,并直接比较了评估结果。
总的来说,大多数眼跳参数与 MMSE 和 MoCA 评分相关性良好。此外,一些 MMSE 和 MoCA 评分较高的受试者由于各种错误在执行这三个眼跳任务时错误率较高。主要错误类型因任务而异,表明不同任务优先评估某些特定的大脑功能。因此,为了通过眼跳任务提高评估的准确性,我们构建了一个加权模型来组合三个眼跳任务的眼跳参数,我们的模型在检测认知障碍患者方面表现出良好的诊断性能。
对多个任务中的眼跳参数进行综合分析可能是一种可靠、客观和敏感的评估认知功能的方法,从而有助于诊断认知障碍。