Analytical & Measuring Instruments Division, Shimadzu Corp., Kyoto, Japan.
Research Division, MCBI Inc., Ibaraki, Japan.
J Alzheimers Dis. 2021;81(4):1579-1588. doi: 10.3233/JAD-210072.
Maintaining cognitive function is integral to a healthy social life in the aged. Although neuropsychological tests and brain imaging methods can assess cognitive dysfunction, these techniques are subjective, psychologically burdensome, and cannot be conducted easily.
We sought to develop an objective, low-burden novel cognitive function scale based on functional near-infrared spectroscopy (fNIRS) of hemodynamic changes in the cerebral cortex during daily task performance.
A total of 63 participants (aged 60-80 years) identified as non-dementia controls (NDC) or with mild cognitive impairment (MCI) were recruited and randomly assigned to training and test data sets. Explanatory variables were hemodynamic responses during low-burden sensory and simple tasks without higher-order brain functioning.
A logistic regression analysis of the fNIRS index in NDCs and MCI patients revealed area under the curve, sensitivity, specificity, and holdout results of 0.98, 94%, 88%, and 62% respectively. Correlation between fNIRS index and MCI odds showed positive linearity (R2 = 0.96).
Positive correlation between the fNIRS index and MCI odds indicated effectiveness of this fNIRS measurement. Although additional experiments are necessary, the fNIRS index representing degree of cognitive decline can be an onsite monitoring tool to assess cognitive status.
保持认知功能是老年人健康社交生活的重要组成部分。虽然神经心理学测试和脑成像方法可以评估认知功能障碍,但这些技术具有主观性,心理负担重,且不易进行。
我们旨在开发一种基于功能近红外光谱(fNIRS)的客观、低负担的新型认知功能量表,用于评估大脑皮层在日常任务执行过程中的血流动力学变化。
共招募了 63 名参与者(年龄 60-80 岁),分为非痴呆对照组(NDC)和轻度认知障碍(MCI)组,并随机分配到训练和测试数据集。解释变量是在没有更高阶脑功能的低负担感觉和简单任务期间的血流动力学反应。
对 NDC 和 MCI 患者的 fNIRS 指数进行逻辑回归分析,得出曲线下面积、敏感性、特异性和保留结果分别为 0.98、94%、88%和 62%。fNIRS 指数与 MCI 几率之间的相关性呈正线性(R2 = 0.96)。
fNIRS 指数与 MCI 几率之间的正相关性表明该 fNIRS 测量有效。尽管还需要进一步的实验,但代表认知衰退程度的 fNIRS 指数可以成为评估认知状态的现场监测工具。