Madusanka Nuwan, Choi Heung-Kook, So Jae-Hong, Choi Boo-Kyeong, Park Hyeon Gyun
Department of Computer Engineering, u-AHRC, Inje University, Gimhae, Gyeongsangnam, Korea.
Department of Digital Anti-Aging Healthcare, u-AHRC, Inje University, Gimhae, Gyeongsangnam, Korea.
Curr Med Imaging Rev. 2019;15(7):699-709. doi: 10.2174/1573405615666190327102052.
In this study, we investigated the effect of hippocampal subfield atrophy on the development of Alzheimer's disease (AD) by analyzing baseline magnetic resonance images (MRI) and images collected over a one-year follow-up period. Previous studies have suggested that morphological changes to the hippocampus are involved in both normal ageing and the development of AD. The volume of the hippocampus is an authentic imaging biomarker for AD. However, the diverse relationship of anatomical and complex functional connectivity between different subfields implies that neurodegenerative disease could lead to differences between the atrophy rates of subfields. Therefore, morphometric measurements at subfield-level could provide stronger biomarkers.
Hippocampal subfield atrophies are measured using MRI scans, taken at multiple time points, and shape-based normalization to a Montreal neurological institute (MNI) ICBM 152 nonlinear atlas. Ninety subjects were selected from the Alzheimer's Disease Neuroimaging Initiative (ADNI), and divided equally into Healthy Controls (HC), AD, and mild cognitive impairment (MCI) groups. These subjects underwent serial MRI studies at three time-points: baseline, 6 months and 12 months.
We analyzed the subfield-level hippocampal morphometric effects of normal ageing and AD based on radial distance mapping and volume measurements. We identified a general trend and observed the largest hippocampal subfield atrophies in the AD group. Atrophy of the bilateral CA1, CA2- CA4 and subiculum subfields was higher in the case of AD than in MCI and HC. We observed the highest rate of reduction in the total volume of the hippocampus, especially in the CA1 and subiculum regions, in the case of MCI.
Our findings show that hippocampal subfield atrophy varies among the three study groups.
在本研究中,我们通过分析基线磁共振成像(MRI)以及在一年随访期内收集的图像,研究海马亚区萎缩对阿尔茨海默病(AD)发展的影响。先前的研究表明,海马的形态变化与正常衰老和AD的发展均有关。海马体积是AD的一种可靠成像生物标志物。然而,不同亚区之间解剖学和复杂功能连接的多样关系意味着神经退行性疾病可能导致亚区萎缩率的差异。因此,亚区水平的形态测量可以提供更强有力的生物标志物。
使用在多个时间点采集的MRI扫描,并通过基于形状的归一化方法将其与蒙特利尔神经病学研究所(MNI)ICBM 152非线性图谱进行对比,以测量海马亚区萎缩情况。从阿尔茨海默病神经成像计划(ADNI)中选取90名受试者,并将其平均分为健康对照组(HC)、AD组和轻度认知障碍(MCI)组。这些受试者在三个时间点接受了系列MRI研究:基线、6个月和12个月。
我们基于径向距离映射和体积测量分析了正常衰老和AD在亚区水平上的海马形态测量效应。我们确定了一个总体趋势,并观察到AD组中海马亚区萎缩最为明显。AD患者双侧CA1、CA2 - CA4和下托亚区的萎缩程度高于MCI组和HC组。我们观察到MCI患者海马总体积的减少率最高,尤其是在CA1和下托区域。
我们的研究结果表明,三个研究组中海马亚区萎缩情况各不相同。