用各向同性ADC-fMRI绘制人脑灰质和白质活动

IF 15.7 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Arthur P. C. Spencer, Jasmine Nguyen-Duc, Inès de Riedmatten, Filip Szczepankiewicz, Ileana O. Jelescu
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引用次数: 0

摘要

功能磁共振成像(fMRI)使用血氧水平依赖(BOLD)信号提供了有价值的洞察灰质活动。然而,白质BOLD信号存在不确定性。表观扩散系数(ADC)提供了一种替代的fMRI对比,对神经活动期间的短暂细胞变形敏感,有助于检测灰质和白质活动。此外,通过最小化血管污染,ADC-fMRI有可能克服BOLD信号有限的时间特异性。然而,线性扩散编码的使用引入了对光纤方向性的敏感性,而在多个方向上进行平均对时间分辨率的影响很大。在这项研究中,我们使用球形b张量编码在每个射击的所有方向上赋予扩散敏化,提供能够独立于纤维方向性检测活动的ADC-fMRI对比。我们在临床扫描仪上进行了两个基于任务的实验,证明各向同性ADC-fMRI比BOLD-fMRI更具时间特异性,并提供了更平衡的灰质和白质活动映射。我们进一步证明,各向同性ADC-fMRI检测白质活动独立于纤维方向,而线性ADC-fMRI优先检测包含垂直于扩散编码方向的纤维的体素的活动。因此,各向同性ADC-fMRI为研究全脑灰质和白质功能连接开辟了途径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Mapping grey and white matter activity in the human brain with isotropic ADC-fMRI

Mapping grey and white matter activity in the human brain with isotropic ADC-fMRI

Functional MRI (fMRI) using the blood-oxygen level dependent (BOLD) signal provides valuable insight into grey matter activity. However, uncertainty surrounds the white matter BOLD signal. Apparent diffusion coefficient (ADC) offers an alternative fMRI contrast sensitive to transient cellular deformations during neural activity, facilitating detection of both grey and white matter activity. Further, through minimising vascular contamination, ADC-fMRI has the potential to overcome the limited temporal specificity of the BOLD signal. However, the use of linear diffusion encoding introduces sensitivity to fibre directionality, while averaging over multiple directions comes at great cost to temporal resolution. In this study, we used spherical b-tensor encoding to impart diffusion sensitisation in all directions per shot, providing an ADC-fMRI contrast capable of detecting activity independently of fibre directionality. We provide evidence from two task-based experiments on a clinical scanner that isotropic ADC-fMRI is more temporally specific than BOLD-fMRI, and offers more balanced mapping of grey and white matter activity. We further demonstrate that isotropic ADC-fMRI detects white matter activity independently of fibre direction, while linear ADC-fMRI preferentially detects activity in voxels containing fibres perpendicular to the diffusion encoding direction. Thus, isotropic ADC-fMRI opens avenues for investigation into whole-brain grey and white matter functional connectivity.

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来源期刊
Nature Communications
Nature Communications Biological Science Disciplines-
CiteScore
24.90
自引率
2.40%
发文量
6928
审稿时长
3.7 months
期刊介绍: Nature Communications, an open-access journal, publishes high-quality research spanning all areas of the natural sciences. Papers featured in the journal showcase significant advances relevant to specialists in each respective field. With a 2-year impact factor of 16.6 (2022) and a median time of 8 days from submission to the first editorial decision, Nature Communications is committed to rapid dissemination of research findings. As a multidisciplinary journal, it welcomes contributions from biological, health, physical, chemical, Earth, social, mathematical, applied, and engineering sciences, aiming to highlight important breakthroughs within each domain.
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