GIGA-Cyclotron Research Centre-In Vivo Imaging, University of Liège, Liège, Belgium.
Neurobiol Aging. 2023 Dec;132:24-35. doi: 10.1016/j.neurobiolaging.2023.08.001. Epub 2023 Aug 9.
Multiple neuropathological events are involved in Alzheimer's disease (AD). The current study investigated the concurrence of neurodegeneration, increased iron content, atrophy, and demyelination in AD. Quantitative multiparameter magnetic resonance imaging (MRI) maps providing neuroimaging biomarkers for myelination and iron content along with synaptic density measurements using [18F] UCB-H PET were acquired in 24 AD and 19 Healthy controls (19 males). The whole brain voxel-wise group comparison revealed demyelination in the right hippocampus, while no significant iron content difference was detected. Bilateral atrophy and synaptic density loss were observed in the hippocampus and amygdala. The multivariate GLM (mGLM) analysis shows a bilateral difference in the hippocampus and amygdala, right pallidum, left fusiform and temporal lobe suggesting that these regions are the most affected despite the diverse differences in brain tissue properties in AD. Demyelination was identified as the most affecting factor in the observed differences. Here, the mGLM is introduced as an alternative for multiple comparisons between different modalities, reducing the risk of false positives while informing about the co-occurrence of neuropathological processes in AD.
阿尔茨海默病(AD)涉及多种神经病理学事件。本研究调查了 AD 中神经退行性变、铁含量增加、萎缩和脱髓鞘的并发情况。在 24 名 AD 患者和 19 名健康对照者(19 名男性)中获得了提供髓鞘和铁含量神经影像学生物标志物的定量多参数磁共振成像(MRI)图谱,以及使用 [18F] UCB-H PET 进行的突触密度测量。全脑体素-wise 组比较显示右侧海马脱髓鞘,而未检测到明显的铁含量差异。双侧海马和杏仁核萎缩和突触密度下降。多元广义线性模型(mGLM)分析显示,海马和杏仁核、右侧苍白球、左侧梭状回和颞叶双侧存在差异,表明尽管 AD 患者的脑组织特性存在差异,但这些区域受影响最严重。脱髓鞘被确定为观察到的差异中最具影响的因素。这里,mGLM 被引入作为不同模态之间多重比较的替代方法,降低了假阳性的风险,同时告知 AD 中神经病理学过程的并发情况。