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用于人类连接组计划寿命衰老与发育研究的动脉自旋标记灌注磁共振成像分析

Arterial spin labelling perfusion MRI analysis for the Human Connectome Project Lifespan Ageing and Development studies.

作者信息

Kirk Thomas F, McConnell Flora A Kennedy, Toner Jack, Craig Martin S, Carone Davide, Li Xiufeng, Suzuki Yuriko, Coalson Timothy S, Harms Michael P, Glasser Matthew F, Chappell Michael A

机构信息

Sir Peter Mansfield Imaging Centre, University of Nottingham, Nottingham, UK.

Quantified Imaging, London, UK.

出版信息

Imaging Neurosci (Camb). 2025;3. doi: 10.1162/imag_a_00444. Epub 2025 Jan 6.

Abstract

The Human Connectome Project Lifespan studies cover the Development (5-21) and Aging (36-100+) phases of life. Arterial spin labelling (ASL) was included in the imaging protocol, resulting in one of the largest datasets collected to-date of high spatial resolution multiple delay ASL covering 3,000 subjects. The HCP-ASL minimal processing pipeline was developed specifically for this dataset to pre-process the image data and produce perfusion estimates in both volumetric and surface template space, though quality control is not performed. Applied to the whole dataset, the outputs of the pipeline revealed significant and expected differences in perfusion between the Development and Ageing cohorts. Visual inspection of the group average surface maps showed that cortical perfusion often followed cortical areal boundaries, suggesting differential regulation of cerebral perfusion within brain areas at rest. Group average maps of arterial transit time also showed differential transit times in core and watershed areas of the cerebral cortex, which are useful for interpreting haemodynamics of functional MRI images. The pre-processed dataset will provide a valuable resource for understanding haemodynamics across the human lifespan.

摘要

人类连接组计划的寿命研究涵盖了生命的发育阶段(5 - 21岁)和衰老阶段(36 - 100 +岁)。成像方案中纳入了动脉自旋标记(ASL),从而产生了迄今为止收集到的最大数据集之一,该数据集包含3000名受试者的高空间分辨率多延迟ASL。HCP - ASL最小处理流程是专门为该数据集开发的,用于对图像数据进行预处理,并在体积和表面模板空间中生成灌注估计值,不过未进行质量控制。将该流程应用于整个数据集,其输出结果显示,发育组和衰老组在灌注方面存在显著且符合预期的差异。对组平均表面图的目视检查表明,皮质灌注通常遵循皮质区域边界,这表明静息状态下脑区内脑灌注存在差异调节。动脉通过时间的组平均图还显示了大脑皮质核心区和分水岭区的不同通过时间,这有助于解释功能磁共振成像的血流动力学。预处理后的数据集将为理解人类整个生命周期的血流动力学提供宝贵资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c5fb/12319780/07ccd5c7f5c7/imag_a_00444_fig1.jpg

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