National Neuroscience Institute, Singapore, Singapore.
Duke-NUS Medical School, Singapore, Singapore.
Aging (Albany NY). 2021 Apr 16;13(8):10973-10988. doi: 10.18632/aging.202977.
Neuroimaging measures of Alzheimer's disease (AD) include grey matter volume (GMV) alterations in the Default Mode Network (DMN) and Executive Control Network (ECN). Small-vessel cerebrovascular disease, often visualised as white matter hyperintensities (WMH) on MRI, is often seen in AD. However, the relationship between WMH load and GMV needs further examination. We examined the load-dependent influence of WMH on GMV and cognition in 183 subjects. T1-MRI data from 93 Mild Cognitive Impairment (MCI) and 90 cognitively normal subjects were studied and WMH load was categorized into low, medium and high terciles. We examined how differing loads of WMH related to whole-brain voxel-wise and regional DMN and ECN GMV. We further investigated how regional GMV moderated the relationship between WMH and cognition. We found differential load-dependent effects of WMH burden on voxel-wise and regional atrophy in only MCI. At high load, as expected WMH negatively related to both ECN and DMN GMV, however at low load, WMH positively related to ECN GMV. Additionally, negative associations between WMH and memory and executive function were moderated by regional GMV. Our results demonstrate non-unidirectional relationships between WMH load, GMV and cognition in MCI.
阿尔茨海默病(AD)的神经影像学测量包括默认模式网络(DMN)和执行控制网络(ECN)的灰质体积(GMV)改变。小血管脑血管病,通常在 MRI 上表现为白质高信号(WMH),在 AD 中很常见。然而,WMH 负荷与 GMV 之间的关系需要进一步研究。我们在 183 名受试者中检查了 WMH 负荷对 GMV 和认知的依赖性影响。研究了 93 名轻度认知障碍(MCI)和 90 名认知正常受试者的 T1-MRI 数据,并将 WMH 负荷分为低、中、高三分位数。我们检查了不同 WMH 负荷与全脑体素和区域 DMN 和 ECN GMV 的关系。我们进一步研究了区域 GMV 如何调节 WMH 和认知之间的关系。我们发现,WMH 负担对 MCI 中体素和区域萎缩的负荷依赖性影响是不同的。在高负荷下,正如预期的那样,WMH 与 ECN 和 DMN GMV 呈负相关,但在低负荷下,WMH 与 ECN GMV 呈正相关。此外,WMH 与记忆和执行功能之间的负相关关系受区域 GMV 的调节。我们的结果表明,在 MCI 中,WMH 负荷、GMV 和认知之间存在非单向关系。