Spherical means-based free-water volume fraction from diffusion MRI increases non-linearly with age in the white matter of the healthy human brain

被引:5
|
作者
Pieciak, Tomasz [1 ]
Paris, Guillem [1 ]
Beck, Dani [2 ,3 ,4 ,5 ]
Maximov, Ivan I. [3 ,4 ,6 ]
Tristan-Vega, Antonio [1 ]
de Luis-Garcia, Rodrigo [1 ]
Westlye, Lars T. [2 ,3 ,4 ,7 ]
Aja-Fernandez, Santiago [1 ]
机构
[1] Univ Valladolid, Lab Proc Imagen LPI, ETSI Telecomunicac, Valladolid, Spain
[2] Univ Oslo, Dept Psychol, Oslo, Norway
[3] Univ Oslo, Oslo Univ Hosp, Div Mental Hlth & Addict, NORMENT, Oslo, Norway
[4] Univ Oslo, Inst Clin Med, Oslo, Norway
[5] Diakonhjemmet Hosp, Dept Psychiat Res, Oslo, Norway
[6] Western Norway Univ Appl Sci, Dept Hlth & Functioning, Bergen, Norway
[7] Univ Oslo, KG Jebsen Ctr Neurodev Disorders, Oslo, Norway
基金
欧洲研究理事会;
关键词
Free -water volume fraction; Diffusion MRI; Diffusion tensor imaging; Brain; White matter; Aging; NEURITE ORIENTATION DISPERSION; HUMAN CEREBELLUM; SEX-DIFFERENCES; HUMAN LIFE; ELIMINATION; INTEGRITY; NUMBER; TISSUE; NODDI; SPAN;
D O I
10.1016/j.neuroimage.2023.120324
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The term free-water volume fraction (FWVF) refers to the signal fraction that could be found as the cerebrospinal fluid of the brain, which has been demonstrated as a sensitive measure that correlates with cognitive perfor-mance and various neuropathological processes. It can be quantified by properly fitting the isotropic component of the magnetic resonance (MR) signal in diffusion-sensitized sequences. Using N = 287 healthy subjects (178F/ 109M) aged 25-94, this study examines in detail the evolution of the FWVF obtained with the spherical means technique from multi-shell acquisitions in the human brain white matter across the adult lifespan, which has been previously reported to exhibit a positive trend when estimated from single-shell data using the bi-tensor signal representation. We found evidence of a noticeably non-linear gain after the sixth decade of life, with a region-specific variate and varying change rate of the spherical means-based multi-shell FWVF parameter with age, at the same time, a heteroskedastic pattern across the adult lifespan is suggested. On the other hand, the FW corrected diffusion tensor imaging (DTI) leads to a region-dependent flattened age-related evolution of the mean diffusivity (MD) and fractional anisotropy (FA), along with a considerable reduction in their variability, as compared to the studies conducted over the standard (single-component) DTI. This way, our study provides a new perspective on the trajectory-based assessment of the brain and explains the conceivable reason for the variations observed in FA and MD parameters across the lifespan with previous studies under the standard diffusion tensor imaging.
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页数:15
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