Song Jie, Yang Han, Yan Hailang, Lu Qian, Guo Lei, Zheng Hui, Zhang Tianjiao, Lin Bin, Zhao Zhiyong, He Chuan, Shen Ying
Rehabilitation Medicine Center, The First Affiliated Hospital of Nanjing Medical University, No. 300, Guangzhou Road, Gulou District, Nanjing, 210029, China.
Department of Rehabilitation Medicine, The Affiliated Jiangsu Shengze Hospital of Nanjing Medical University, Suzhou, 215228, China.
Brain Imaging Behav. 2024 Dec;18(6):1536-1548. doi: 10.1007/s11682-024-00933-3. Epub 2024 Oct 7.
Subjective cognitive decline (SCD) marks the initial stage in Alzheimer's disease continuum. Nonetheless, current research findings regarding brain structural changes in the SCD are inconsistent. In this study, 37 SCD patients, 28 mild cognitive impairment (MCI) patients, and 42 healthy controls (HC) were recruited to investigate structural alterations. Morphological and microstructural differences among the three groups were analyzed based on T1- and diffusion-weighted images, correlating them with neuropsychological assessments. Additionally, classification analysis was performed by using support vector machines (SVM) categorize participants into three groups based on MRI features. Both SCD and MCI showed decreased volume in left inferior parietal lobe (IPL) compared to HC, while SCD showed altered morphologies in the right inferior temporal gyrus (ITG), right insula and right amygdala, and microstructures in fiber tracts of the right ITG, lateral occipital cortex (LOC) and insula relative to MCI. Moreover, the volume in the left IPL, right LOC, right amygdala and diffusivity value in fiber tracts of right LOC were significantly correlated with cognitive functions across all subjects. The classification models achieved an accuracy of > 0.7 (AUC = 0.8) in distinguishing the three groups. Our findings suggest that SCD and MCI share similar atrophy in the IPL but show more differences in morphological and microstructural features of cortical-subcortical areas.
主观认知衰退(SCD)是阿尔茨海默病连续体的初始阶段。然而,目前关于SCD患者脑结构变化的研究结果并不一致。在本研究中,招募了37名SCD患者、28名轻度认知障碍(MCI)患者和42名健康对照者(HC),以研究结构改变。基于T1加权像和扩散加权像分析三组之间的形态学和微观结构差异,并将其与神经心理学评估结果进行关联。此外,使用支持向量机(SVM)进行分类分析,根据磁共振成像(MRI)特征将参与者分为三组。与HC相比,SCD和MCI患者的左侧顶下小叶(IPL)体积均减小,而与MCI相比,SCD患者右侧颞下回(ITG)、右侧岛叶和右侧杏仁核的形态发生改变,右侧ITG、枕外侧皮质(LOC)和岛叶的纤维束微观结构也发生改变。此外,所有受试者左侧IPL、右侧LOC、右侧杏仁核的体积以及右侧LOC纤维束的扩散率值均与认知功能显著相关。分类模型在区分这三组时的准确率>0.7(曲线下面积[AUC]=0.8)。我们的研究结果表明,SCD和MCI在IPL存在相似的萎缩,但在皮质-皮质下区域的形态学和微观结构特征上存在更多差异。