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基于球型的弥散磁共振自由水分数与健康人脑白质的年龄呈非线性增加。

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

机构信息

Laboratorio de Procesado de Imagen (LPI), ETSI Telecomunicación, Universidad de Valladolid, Valladolid, Spain.

Laboratorio de Procesado de Imagen (LPI), ETSI Telecomunicación, Universidad de Valladolid, Valladolid, Spain.

出版信息

Neuroimage. 2023 Oct 1;279:120324. doi: 10.1016/j.neuroimage.2023.120324. Epub 2023 Aug 11.

DOI:10.1016/j.neuroimage.2023.120324
PMID:37574122
Abstract

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 performance 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.

摘要

自由水体积分数(FWVF)是指在大脑的脑脊液中可以发现的信号分数,它已被证明是一种与认知表现和各种神经病理过程相关的敏感测量指标。可以通过适当拟合扩散敏感序列中的各向同性磁共振(MR)信号来定量测量。本研究使用 N=287 名年龄在 25-94 岁的健康受试者(178 名女性/109 名男性),详细研究了使用球均值技术从多壳层采集的人类大脑白质中获得的 FWVF 的演变,此前已经报道过,当使用双张量信号表示从单壳层数据估计时,它呈现出正趋势。我们发现,在第六个十年后,有明显的非线性增长的证据,球均值多壳层 FWVF 参数与年龄的区域特定变量和变化率不同,同时,在成年期呈现出异方差模式。另一方面,与标准(单分量)DTI 相比,FW 校正的扩散张量成像(DTI)导致平均扩散系数(MD)和各向异性分数(FA)的区域依赖性平坦的年龄相关演变,以及它们的变异性大大降低。通过这种方式,我们的研究为基于轨迹的大脑评估提供了新的视角,并解释了与标准扩散张量成像下的先前研究相比,在整个寿命过程中观察到的 FA 和 MD 参数变化的可想象原因。

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