Kunst Jonas, Marecek Radek, Klobusiakova Patricia, Balazova Zuzana, Anderkova Lubomira, Nemcova-Elfmarkova Nela, Rektorova Irena
Medical Faculty, Masaryk University, Brno, Czech Republic.
Brain and Mind Research Programme, CEITEC Masaryk University, Brno, Czech Republic.
Brain Topogr. 2019 Jan;32(1):142-160. doi: 10.1007/s10548-018-0675-2. Epub 2018 Sep 11.
Using MRI, a characteristic pattern of grey matter (GM) atrophy has been described in the early stages of Alzheimer's disease (AD); GM patterns at different stages of Parkinson's disease (PD) have been inconclusive. Few studies have directly compared structural changes in groups with mild cognitive impairment (MCI) caused by different pathologies (AD, PD). We used several analytical methods to determine GM changes at different stages of both PD and AD. We also evaluated associations between GM changes and cognitive measurements. Altogether 144 subjects were evaluated: PD with normal cognition (PD-NC; n = 23), PD with MCI (PD-MCI; n = 24), amnestic MCI (aMCI; n = 27), AD (n = 12), and age-matched healthy controls (HC; n = 58). All subjects underwent structural MRI and cognitive examination. GM volumes were analysed using two different techniques: voxel-based morphometry (VBM) and source-based morphometry (SBM), which is a multivariate method. In addition, cortical thickness (CT) was evaluated to assess between-group differences in GM. The cognitive domain z-scores were correlated with GM changes in individual patient groups. GM atrophy in the anterior and posterior cingulate, as measured by VBM, in the temporo-fronto-parietal component, as measured by SBM, and in the posterior cortical regions as well as in the anterior cingulate and frontal region, as measured by CT, differentiated aMCI from HC. Major hippocampal and temporal lobe atrophy (VBM, SBM) and to some extent occipital atrophy (SBM) differentiated AD from aMCI and from HC. Correlations with cognitive deficits were present only in the AD group. PD-MCI showed greater GM atrophy than PD-NC in the orbitofrontal regions (VBM), which was related to memory z-scores, and in the left superior parietal lobule (CT); more widespread limbic and fronto-parieto-occipital neocortical atrophy (all methods) differentiated this group from HC. Only CT revealed subtle GM atrophy in the anterior cingulate, precuneus, and temporal neocortex in PD-NC as compared to HC. None of the methods differentiated PD-MCI from aMCI. Both MCI groups showed distinct limbic and fronto-temporo-parietal neocortical atrophy compared to HC with no specific between-group differences. AD subjects displayed a typical pattern of major temporal lobe atrophy which was associated with deficits in all cognitive domains. VBM and CT were more sensitive than SBM in identifying frontal and posterior cortical atrophy in PD-MCI as compared to PD-NC. Our data support the notion that the results of studies using different analytical methods cannot be compared directly. Only CT measures revealed some subtle differences between HC and PD-NC.
使用磁共振成像(MRI)技术,已在阿尔茨海默病(AD)早期阶段描述了灰质(GM)萎缩的特征性模式;帕金森病(PD)不同阶段的GM模式尚无定论。很少有研究直接比较由不同病理(AD、PD)引起的轻度认知障碍(MCI)组的结构变化。我们使用了几种分析方法来确定PD和AD不同阶段的GM变化。我们还评估了GM变化与认知测量之间的关联。总共评估了144名受试者:认知正常的PD(PD-NC;n = 23)、患有MCI的PD(PD-MCI;n = 24)、遗忘型MCI(aMCI;n = 27)、AD(n = 12)以及年龄匹配的健康对照(HC;n = 58)。所有受试者均接受了结构MRI检查和认知测试。使用两种不同技术分析GM体积:基于体素的形态计量学(VBM)和基于源的形态计量学(SBM,一种多变量方法)。此外,评估了皮质厚度(CT)以评估组间GM差异。认知领域z分数与各个患者组的GM变化相关。通过VBM测量的前扣带回和后扣带回中的GM萎缩、通过SBM测量的颞-额-顶叶成分中的GM萎缩以及通过CT测量的后皮质区域以及前扣带回和额叶区域中的GM萎缩,将aMCI与HC区分开来。主要的海马体和颞叶萎缩(VBM、SBM)以及在某种程度上枕叶萎缩(SBM)将AD与aMCI和HC区分开来。仅在AD组中存在与认知缺陷的相关性。PD-MCI在眶额区域(VBM)的GM萎缩比PD-NC更大,这与记忆z分数相关,在左侧顶上小叶(CT)也是如此;更广泛的边缘系统和额-顶-枕新皮质萎缩(所有方法)将该组与HC区分开来。与HC相比,仅CT显示PD-NC在前扣带回、楔前叶和颞叶新皮质中有细微的GM萎缩。没有一种方法能将PD-MCI与aMCI区分开来。与HC相比,两个MCI组均显示出明显的边缘系统和额-颞-顶叶新皮质萎缩,组间无特定差异。AD受试者表现出典型的主要颞叶萎缩模式,这与所有认知领域的缺陷相关。与PD-NC相比,在识别PD-MCI中的额叶和后皮质萎缩方面,VBM和CT比SBM更敏感。我们的数据支持这样一种观点,即使用不同分析方法的研究结果不能直接比较。只有CT测量揭示了HC和PD-NC之间的一些细微差异。