Racine Annie M, Adluru Nagesh, Alexander Andrew L, Christian Bradley T, Okonkwo Ozioma C, Oh Jennifer, Cleary Caitlin A, Birdsill Alex, Hillmer Ansel T, Murali Dhanabalan, Barnhart Todd E, Gallagher Catherine L, Carlsson Cynthia M, Rowley Howard A, Dowling N Maritza, Asthana Sanjay, Sager Mark A, Bendlin Barbara B, Johnson Sterling C
Alzheimer's Disease Research Center, University of Wisconsin School of Medicine and Public Health, Madison, WI 53705, USA.
Waisman Laboratory for Brain Imaging and Behavior, University of Wisconsin-Madison, Madison, WI 53705, USA.
Neuroimage Clin. 2014 Feb 19;4:604-14. doi: 10.1016/j.nicl.2014.02.001. eCollection 2014.
Some cognitively healthy individuals develop brain amyloid accumulation, suggestive of incipient Alzheimer's disease (AD), but the effect of amyloid on other potentially informative imaging modalities, such as Diffusion Tensor Imaging (DTI), in characterizing brain changes in preclinical AD requires further exploration. In this study, a sample (N = 139, mean age 60.6, range 46 to 71) from the Wisconsin Registry for Alzheimer's Prevention (WRAP), a cohort enriched for AD risk factors, was recruited for a multimodal imaging investigation that included DTI and [C-11]Pittsburgh Compound B (PiB) positron emission tomography (PET). Participants were grouped as amyloid positive (Aβ+), amyloid indeterminate (Aβi), or amyloid negative (Aβ-) based on the amount and pattern of amyloid deposition. Regional voxel-wise analyses of four DTI metrics, fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (Da), and radial diffusivity (Dr), were performed based on amyloid grouping. Three regions of interest (ROIs), the cingulum adjacent to the corpus callosum, hippocampal cingulum, and lateral fornix, were selected based on their involvement in the early stages of AD. Voxel-wise analysis revealed higher FA among Aβ+ compared to Aβ- in all three ROIs and in Aβi compared to Aβ- in the cingulum adjacent to the corpus callosum. Follow-up exploratory whole-brain analyses were consistent with the ROI findings, revealing multiple regions where higher FA was associated with greater amyloid. Lower fronto-lateral gray matter MD was associated with higher amyloid burden. Further investigation showed a negative correlation between MD and PiB signal, suggesting that Aβ accumulation impairs diffusion. Interestingly, these findings in a largely presymptomatic sample are in contradistinction to relationships reported in the literature in symptomatic disease stages of Mild Cognitive Impairment and AD, which usually show higher MD and lower FA. Together with analyses showing that cognitive function in these participants is not associated with any of the four DTI metrics, the present results suggest an early relationship between PiB and DTI, which may be a meaningful indicator of the initiating or compensatory mechanisms of AD prior to cognitive decline.
一些认知健康的个体出现脑淀粉样蛋白积累,提示早期阿尔茨海默病(AD),但淀粉样蛋白对其他可能提供信息的成像方式(如扩散张量成像(DTI))在临床前AD脑变化特征中的影响尚需进一步探索。在本研究中,从阿尔茨海默病预防威斯康星登记处(WRAP)招募了一个样本(N = 139,平均年龄60.6岁,范围46至71岁),该队列富含AD风险因素,进行了包括DTI和[C-11]匹兹堡化合物B(PiB)正电子发射断层扫描(PET)的多模态成像研究。根据淀粉样蛋白沉积的数量和模式,将参与者分为淀粉样蛋白阳性(Aβ+)、淀粉样蛋白不确定(Aβi)或淀粉样蛋白阴性(Aβ-)。基于淀粉样蛋白分组对四个DTI指标(分数各向异性(FA)、平均扩散率(MD)、轴向扩散率(Da)和径向扩散率(Dr))进行区域体素水平分析。基于它们在AD早期阶段的参与情况,选择了三个感兴趣区域(ROI),即胼胝体旁扣带、海马扣带和外侧穹窿。体素水平分析显示,在所有三个ROI中,Aβ+组的FA高于Aβ-组,在胼胝体旁扣带中,Aβi组的FA高于Aβ-组。后续的探索性全脑分析与ROI结果一致,揭示了多个FA较高与淀粉样蛋白含量较高相关的区域。额叶外侧灰质较低的MD与较高的淀粉样蛋白负荷相关。进一步研究表明MD与PiB信号呈负相关,提示Aβ积累损害扩散。有趣的是,这些在很大程度上无症状样本中的发现与文献中报道的轻度认知障碍和AD症状性疾病阶段的关系相反,后者通常显示较高的MD和较低的FA。连同分析表明这些参与者的认知功能与四个DTI指标中的任何一个均无关联,目前的结果提示PiB与DTI之间存在早期关系,这可能是AD在认知下降之前启动或代偿机制的一个有意义指标。