Age‐related alterations in human cortical microstructure across the lifespan: Insights from high‐gradient diffusion <scp>MRI</scp>

The human brain undergoes age-related microstructural alterations across the lifespan. Soma and Neurite Density Imaging (SANDI), a novel biophysical model of diffusion MRI, provides estimates of cell body (soma) radius and density, and neurite density in gray matter. The goal of this cross-sectional study was to assess the sensitivity of high-gradient diffusion MRI toward age-related alterations in cortical microstructure across the adult lifespan using SANDI. Seventy-two cognitively unimpaired healthy subjects (ages 19-85 years; 40 females) were scanned on the 3T Connectome MRI scanner with a maximum gradient strength of 300mT/m using a multi-shell diffusion MRI protocol incorporating 8 b-values and diffusion time of 19 ms. Intra-soma signal fraction obtained from SANDI model-fitting to the data was strongly correlated with age in all major cortical lobes (r = -0.69 to -0.60, FDR-p < 0.001). Intra-soma signal fraction (r = 0.48-0.63, FDR-p < 0.001) and soma radius (r = 0.28-0.40, FDR-p < 0.04) were significantly correlated with cortical volume in the prefrontal cortex, frontal, parietal, and temporal lobes. The strength of the relationship between SANDI metrics and age was greater than or comparable to the relationship between cortical volume and age across the cortical regions, particularly in the occipital lobe and anterior cingulate gyrus. In contrast to the SANDI metrics, all associations between diffusion tensor imaging (DTI) and diffusion kurtosis imaging metrics and age were low to moderate. These results suggest that high-gradient diffusion MRI may be more sensitive to underlying substrates of neurodegeneration in the aging brain than DTI and traditional macroscopic measures of neurodegeneration such as cortical volume and thickness.

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Journal
Aging Cell
Published
2024-08-08
DOI
https://doi.org/10.1111/acel.14267
Citations
18
Primary Topic
Advanced Neuroimaging Techniques and Applications
Type
article
Field-Weighted Citation Impact
7.28

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article

Age‐related alterations in human cortical microstructure across the lifespan: Insights from high‐gradient diffusion MRI

Laleh Eskandarian, Eric C. Klawiter, Hong‐Hsi Lee, Andrew W. Russo et al.
18 citations
Aging Cell
Advanced Neuroimaging Techniques and Applications
7.28
article

Age‐related alterations in human cortical microstructure across the lifespan: Insights from high‐gradient diffusion MRI

Laleh Eskandarian, Eric C. Klawiter, Hong‐Hsi Lee, Andrew W. Russo, Qiyuan Tian, David H. Salat, Eva A. Krijnen, Susie Y. Huang, Kyla Gaudet, Yixin Ma, Hansol Lee
article en
18 citations

Abstract

The human brain undergoes age-related microstructural alterations across the lifespan. Soma and Neurite Density Imaging (SANDI), a novel biophysical model of diffusion MRI, provides estimates of cell body (soma) radius and density, and neurite density in gray matter. The goal of this cross-sectional study was to assess the sensitivity of high-gradient diffusion MRI toward age-related alterations in cortical microstructure across the adult lifespan using SANDI. Seventy-two cognitively unimpaired healthy subjects (ages 19-85 years; 40 females) were scanned on the 3T Connectome MRI scanner with a maximum gradient strength of 300mT/m using a multi-shell diffusion MRI protocol incorporating 8 b-values and diffusion time of 19 ms. Intra-soma signal fraction obtained from SANDI model-fitting to the data was strongly correlated with age in all major cortical lobes (r = -0.69 to -0.60, FDR-p < 0.001). Intra-soma signal fraction (r = 0.48-0.63, FDR-p < 0.001) and soma radius (r = 0.28-0.40, FDR-p < 0.04) were significantly correlated with cortical volume in the prefrontal cortex, frontal, parietal, and temporal lobes. The strength of the relationship between SANDI metrics and age was greater than or comparable to the relationship between cortical volume and age across the cortical regions, particularly in the occipital lobe and anterior cingulate gyrus. In contrast to the SANDI metrics, all associations between diffusion tensor imaging (DTI) and diffusion kurtosis imaging metrics and age were low to moderate. These results suggest that high-gradient diffusion MRI may be more sensitive to underlying substrates of neurodegeneration in the aging brain than DTI and traditional macroscopic measures of neurodegeneration such as cortical volume and thickness.

Aging CellVol. 23(11)
Harvard University (US), Massachusetts General Hospital (US), Harvard–MIT Division of Health Sciences and Technology (US), Amsterdam Neuroscience (NL), Athinoula A. Martinos Center for Biomedical Imaging (US), Massachusetts Institute of Technology (US), Amsterdam UMC Location Vrije Universiteit Amsterdam (NL)
National Institutes of Health, National Institute on Aging, NIH Office of the Director, National Institute of Neurological Disorders and Stroke, National Institute of Biomedical Imaging and Bioengineering, National Institute of Dental and Craniofacial Research
Openalex Percentile: Top 2%
Advanced Neuroimaging Techniques and Applications
7.28
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