In Vivo Cortical Microstructure: Relationships With Tauopathy and Cognitive Impairment in the Elderly

IF 4 3区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
Christin Schifani, John A. E. Anderson, Arash Nazeri, Aristotle N. Voineskos, the Alzheimer's Disease Neuroimaging Initiative
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Abstract

Positron Emission Tomography (PET) of tau is considered “the” indicator of Alzheimer's pathology. However, non-PET proxies would be helpful for wider accessibility. We used Neurite Orientation Dispersion and Density Imaging (NODDI)-derived indices (i.e., orientation dispersion [ODI], neurite density [NDI], and free-water [fISO]) to determine relationships of gray matter microstructure with tau and cognitive impairment. We assessed the fit between NODDI indices, cortical thickness/subcortical volume (CT/ScVol), and tau via multiple factor analysis (MFA) using data from 80 participants from the ADNI-3 dataset with overlapping multishell diffusion-weighted and tau-PET scans ([18F]AV-1451); 49 were considered cognitively normal older adults (age ~74 years), 26 were diagnosed with mild cognitive impairment (age ~75 years), and five had Alzheimer's dementia (age ~78 years). fISO and tau shared a large amount of spatial overlap, and both strongly correlated with the first MFA dimension. Macrostructural features (i.e., CT/ScVol) were 7% less related to this first MFA dimension than fISO and 8% less than tau. Subsequent mediation analyses demonstrated that fISO mediated the relationship between CT/ScVol and tau, explaining all of the variance. Our results suggest that microstructural features derived from NODDI such as fISO might be useful adjunct markers to tau, which needs to be confirmed in longitudinal studies. Cortical fISO, rather than macrostructure (i.e., CT/ScVol), may represent tau's impact on the brain (and, by extension, cognition).

Abstract Image

体内皮层微结构:与老年人脑损伤和认知障碍的关系
tau的正电子发射断层扫描(PET)被认为是阿尔茨海默病病理的“指标”。然而,非pet代理将有助于扩大可访问性。我们使用神经突取向弥散和密度成像(NODDI)衍生指数(即取向弥散[ODI]、神经突密度[NDI]和自由水[fISO])来确定灰质微观结构与tau和认知障碍的关系。我们通过多因素分析(MFA)评估NODDI指数、皮质厚度/皮质下体积(CT/ScVol)和tau之间的拟合,使用来自ADNI-3数据集的80名参与者的数据,这些数据具有重叠的多壳扩散加权和tau- pet扫描([18F]AV-1451);49例为认知正常老年人(年龄~74岁),26例为轻度认知障碍(年龄~75岁),5例为阿尔茨海默氏痴呆(年龄~78岁)。fISO和tau具有大量的空间重叠,两者都与MFA的第一个维度密切相关。宏观结构特征(即CT/ScVol)与第一个MFA维度的相关性比fISO低7%,比tau低8%。随后的中介分析表明,fISO介导了CT/ScVol和tau之间的关系,解释了所有的方差。我们的研究结果表明,来自NODDI的微观结构特征,如fISO,可能是tau的有用辅助标记,这需要在纵向研究中得到证实。皮层fISO,而不是宏观结构(即CT/ScVol),可能代表tau对大脑的影响(并由此延伸到认知)。
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来源期刊
Journal of Neurochemistry
Journal of Neurochemistry 医学-神经科学
CiteScore
9.30
自引率
2.10%
发文量
181
审稿时长
2.2 months
期刊介绍: Journal of Neurochemistry focuses on molecular, cellular and biochemical aspects of the nervous system, the pathogenesis of neurological disorders and the development of disease specific biomarkers. It is devoted to the prompt publication of original findings of the highest scientific priority and value that provide novel mechanistic insights, represent a clear advance over previous studies and have the potential to generate exciting future research.
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