Athinoula A. Martinos Center, Department of Radiology, Massachusetts General Hospital, Charlestown, Massachusetts, USA.
Harvard Medical School, Boston, Massachusetts, USA.
J Comp Neurol. 2023 Dec;531(18):2062-2079. doi: 10.1002/cne.25538. Epub 2023 Sep 12.
Investigating interindividual variability is a major field of interest in neuroscience. The entorhinal cortex (EC) is essential for memory and affected early in the progression of Alzheimer's disease (AD). We combined histology ground-truth data with ultrahigh-resolution 7T ex vivo MRI to analyze EC interindividual variability in 3D. Further, we characterized (1) entorhinal shape as a whole, (2) entorhinal subfield range and midpoints, and (3) subfield architectural location and tau burden derived from 3D probability maps. Our results indicated that EC shape varied but was not related to demographic or disease factors at this preclinical stage. The medial intermediate subfield showed the highest degree of location variability in the probability maps. However, individual subfields did not display the same level of variability across dimensions and outcome measure, each providing a different perspective. For example, the olfactory subfield showed low variability in midpoint location in the superior-inferior dimension but high variability in anterior-posterior, and the subfield entorhinal intermediate showed a large variability in volumetric measures but a low variability in location derived from the 3D probability maps. These findings suggest that interindividual variability within the entorhinal subfields requires a 3D approach incorporating multiple outcome measures. This study provides 3D probability maps of the individual entorhinal subfields and respective tau pathology in the preclinical stage (Braak I and II) of AD. These probability maps illustrate the subfield average and may serve as a checkpoint for future modeling.
研究个体间变异性是神经科学的一个主要研究领域。内嗅皮层(entorhinal cortex,EC)对记忆至关重要,并且在阿尔茨海默病(Alzheimer's disease,AD)的早期进展中就受到了影响。我们结合组织学真实数据和超高分辨率 7T 离体 MRI 来分析 3D 中的 EC 个体间变异性。此外,我们对(1)整体内嗅皮层形状,(2)内嗅皮层亚区范围和中点,以及(3)从 3D 概率图得出的亚区结构位置和 Tau 负担进行了特征描述。我们的研究结果表明,EC 形状存在差异,但在这个临床前阶段与人口统计学或疾病因素无关。概率图中,内侧中间亚区的位置变异性最高。然而,个体亚区在不同维度和结果测量上并没有表现出相同的变异性,每个维度都提供了不同的视角。例如,嗅球亚区在上下维度上的中点位置变异性较低,但在前后维度上变异性较高,而中间内嗅皮层亚区在体积测量上的变异性较大,但在 3D 概率图中位置的变异性较低。这些发现表明,内嗅皮层亚区的个体间变异性需要采用 3D 方法并结合多种结果测量。本研究提供了 AD 临床前阶段(Braak I 和 II)个体内嗅皮层亚区及其各自 Tau 病理学的 3D 概率图。这些概率图展示了亚区的平均值,可能成为未来建模的一个检查点。