Department of Radiology, Clinical Research Institute, National Hospital Organization Kyushu Medical Center, 1-8-1 Jigyohama, Chuo-ku, 810-0065, Fukuoka, Japan.
Department of Cerebrovascular Medicine and Neurology, National Hospital Organization Kyushu Medical Center, 1-8-1 Jigyohama, Chuo-ku, 810-0065, Fukuoka, Japan.
Neuroradiology. 2022 Feb;64(2):279-288. doi: 10.1007/s00234-021-02767-y. Epub 2021 Jul 11.
To discover common biomarkers correlating with the Mini-Mental State Examination (MMSE) scores from multi-country MRI datasets.
The first dataset comprised 112 subjects (49 men, 63 women; range, 46-94 years) at the National Hospital Organization Kyushu Medical Center. A second dataset comprised 300 subjects from the Alzheimer's Disease Neuroimaging Initiative (ADNI) database (177 men, 123 women; range, 57-91 years). Three-dimensional T1-weighted MR images were collected from both datasets. In total, 14 deep gray matter volumes and 70 cortical thicknesses were obtained from MR images using FreeSurfer software. Total hippocampal volume and the ratio of hippocampus to cerebral volume were also calculated. Correlations between each variable and MMSE scores were assessed using Pearson's correlation coefficient. Parameters with moderate correlation coefficients (r > 0.3) from each dataset were determined as independent variables and evaluated using general linear model (GLM) analyses.
In Pearson's correlation coefficient, total and bilateral hippocampal volumes, right amygdala volume, and right entorhinal cortex (ERC) thickness showed moderate correlation coefficients (r > 0.3) with MMSE scores from the first dataset. The ADNI dataset showed moderate correlations with MMSE scores in more variables, including bilateral ERC thickness and hippocampal volume. GLM analysis revealed that right ERC thickness correlated significantly with MMSE score in both datasets. Cortical thicknesses of the left parahippocampal gyrus, left inferior parietal lobe, and right fusiform gyrus also significantly correlated with MMSE score in the ADNI dataset (p < 0.05).
A positive correlation between right ERC thickness and MMSE score was identified from multi-country datasets.
从多国 MRI 数据集发现与简易精神状态检查(MMSE)评分相关的常见生物标志物。
第一个数据集包括九州医疗中心国立医院组织的 112 名受试者(49 名男性,63 名女性;年龄范围为 46-94 岁)。第二个数据集包括来自阿尔茨海默病神经影像学倡议(ADNI)数据库的 300 名受试者(177 名男性,123 名女性;年龄范围为 57-91 岁)。两个数据集均采集了三维 T1 加权磁共振图像。使用 FreeSurfer 软件从磁共振图像中总共获得了 14 个深部灰质体积和 70 个皮质厚度。还计算了总海马体积和海马与脑体积的比值。使用 Pearson 相关系数评估每个变量与 MMSE 评分之间的相关性。从每个数据集确定具有中度相关系数(r > 0.3)的参数作为自变量,并使用广义线性模型(GLM)分析进行评估。
在 Pearson 相关系数中,总海马体和双侧海马体体积、右侧杏仁核体积和右侧内嗅皮层(ERC)厚度与第一个数据集的 MMSE 评分呈中度相关(r > 0.3)。ADNI 数据集显示与 MMSE 评分的相关性更广泛,包括双侧 ERC 厚度和海马体体积。GLM 分析表明,右 ERC 厚度与两个数据集的 MMSE 评分显著相关。ADNI 数据集的左侧海马旁回、左侧顶下小叶和右侧梭状回的皮质厚度也与 MMSE 评分显著相关(p < 0.05)。
从多个国家的数据集发现右侧 ERC 厚度与 MMSE 评分之间存在正相关。