4.5 Article

DKI enhances the sensitivity and interpretability of age-related DTI patterns in the white matter of UK biobank participants

期刊

NEUROBIOLOGY OF AGING
卷 115, 期 -, 页码 39-49

出版社

ELSEVIER SCIENCE INC
DOI: 10.1016/j.neurobiolaging.2022.03.008

关键词

Diffusion kurtosis imaging (DKI); Diffusion tensor imaging (DTI); Brain aging; Neurodegeneration; White matter; Crossing fibres; UK biobank

资金

  1. Canadian Institute of Health Re-search
  2. Canada Research Chairs Program

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This study utilizes diffusion kurtosis imaging to investigate diffusion patterns in the aging brain, revealing lower kurtosis and higher diffusivity in older adults, with kurtosis being more sensitive to age.
Studies of healthy brain aging traditionally report diffusivity patterns associated with white matter degeneration using diffusion tensor imaging (DTI), which assumes that diffusion measured at typical bvalues (approximately 10 0 0 s/mm 2 ) is Gaussian. Diffusion kurtosis imaging (DKI) is an extension of DTI that measures non-Gaussian diffusion (kurtosis) to better capture microenvironmental processes by incorporating additional data at a higher b-value. In this study, using diffusion data (b-values of 10 0 0 and 20 0 0 s/mm 2 ) from 700 UK Biobank participants aged 46-80, we investigate (1) the extent of novel information gained from adding diffusional kurtosis to diffusivity observations in aging, and (2) how conventional DTI metrics in aging compare with diffusivity metrics derived from DKI, which are corrected for kurtosis. We establish a pattern of lower kurtosis alongside higher diffusivity among older adults, with kurtosis generally being more sensitive to age than diffusivity. We also find discrepancies between diffusivity metrics derived from DTI and DKI, emphasizing the importance of accounting for non-Gaussian diffusion when interpreting age-related diffusivity patterns.

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