Neuronal microstructural changes in the human brain are associated with neurocognitive aging

被引:4
|
作者
Singh, Kavita [1 ,5 ]
Barsoum, Stephanie [1 ]
Schilling, Kurt G. [2 ]
An, Yang [3 ]
Ferrucci, Luigi [4 ]
Benjamini, Dan [1 ,5 ]
机构
[1] NIA, Multiscale Imaging & Integrat Biophys Unit, NIH, Baltimore, MD 21224 USA
[2] Vanderbilt Univ, Med Ctr, Dept Radiol & Radiol Sci, Nashville, TN USA
[3] NIA, Brain Aging & Behav Sect, NIH, Baltimore, MD USA
[4] NIA, Translat Gerontol Branch, NIH, Baltimore, MD USA
[5] NIA, 251 Bayview Blvd, Baltimore, MD 21224 USA
基金
美国国家卫生研究院;
关键词
aging; diffusion; gray matter; microstructure; MRI; neurocognitive aging; NEURITE ORIENTATION DISPERSION; PROPAGATOR MAP MRI; DIFFUSION; DENSITY;
D O I
10.1111/acel.14166
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Gray matter (GM) alterations play a role in aging-related disorders like Alzheimer's disease and related dementias, yet MRI studies mainly focus on macroscopic changes. Although reliable indicators of atrophy, morphological metrics like cortical thickness lack the sensitivity to detect early changes preceding visible atrophy. Our study aimed at exploring the potential of diffusion MRI in unveiling sensitive markers of cortical and subcortical age-related microstructural changes and assessing their associations with cognitive and behavioral deficits. We leveraged the Human Connectome Project-Aging cohort that included 707 participants (394 female; median age = 58, range = 36-90 years) and applied the powerful mean apparent diffusion propagator model to measure microstructural parameters, along with comprehensive behavioral and cognitive test scores. Both macro- and microstructural GM characteristics were strongly associated with age, with widespread significant microstructural correlations reflective of cellular morphological changes, reduced cellular density, increased extracellular volume, and increased membrane permeability. Importantly, when correlating MRI and cognitive test scores, our findings revealed no link between macrostructural volumetric changes and neurobehavioral performance. However, we found that cellular and extracellular alterations in cortical and subcortical GM regions were associated with neurobehavioral performance. Based on these findings, it is hypothesized that increased microstructural heterogeneity and decreased neurite orientation dispersion precede macrostructural changes, and that they play an important role in subsequent cognitive decline. These alterations are suggested to be early markers of neurocognitive performance that may distinctly aid in identifying the mechanisms underlying phenotypic aging and subsequent age-related functional decline. Leveraging the Human Connectome Project-Aging cohort with 707 participants, our study revealed strong age-related associations with both macro- and microstructural gray matter changes. Unlike macrostructural volumetric changes, microstructural alterations in cellular morphology and density were significantly correlated with cognitive function. These microstructural changes may serve as early markers of neurocognitive decline in aging.image
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页数:15
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