ECCENTRIC: A fast and unrestrained approach for high-resolution in vivo metabolic imaging at ultra-high field MR.

Imaging neuroscience (Cambridge, Mass.) Pub Date : 2024-10-14 eCollection Date: 2024-10-01 DOI:10.1162/imag_a_00313
Antoine Klauser, Bernhard Strasser, Wolfgang Bogner, Lukas Hingerl, Sebastien Courvoisier, Claudiu Schirda, Bruce R Rosen, Francois Lazeyras, Ovidiu C Andronesi
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Abstract

A novel method for fast and high-resolution metabolic imaging, called ECcentric Circle ENcoding TRajectorIes for Compressed sensing (ECCENTRIC), has been developed at 7 Tesla MRI. ECCENTRIC is a non-Cartesian spatial-spectral encoding method designed to accelerate magnetic resonance spectroscopic imaging (MRSI) with high signal-to-noise at ultra-high field. The approach provides flexible and random sampling of the Fourier space without temporal interleaving to improve spatial response function and spectral quality. ECCENTRIC enables the implementation of spatial-spectral MRSI with reduced gradient amplitudes and slew-rates, thereby mitigating electrical, mechanical, and thermal stress of the scanner hardware. Moreover, it exhibits robustness against timing imperfections and eddy-current delay. Combined with a model-based low-rank reconstruction, this approach enables simultaneous imaging of up to 14 metabolites over the whole brain at 2-3 mm isotropic resolution in 4-10 min. MRSI ECCENTRIC was performed on four healthy volunteers, yielding high-resolution spatial mappings of neurochemical profiles within the human brain. This innovative tool introduces a novel approach to neuroscience, providing new insights into the exploration of brain activity and physiology.

离心:一种快速和不受限制的超高场磁共振高分辨率体内代谢成像方法。
在 7 特斯拉磁共振成像中开发了一种用于快速和高分辨率代谢成像的新方法,称为 ECcentric Circle ENcoding TRajectorIes for Compressed sensing (ECCENTRIC)。ECCENTRIC 是一种非笛卡尔空间光谱编码方法,旨在加速超高场高信噪比磁共振光谱成像(MRSI)。该方法提供灵活、随机的傅立叶空间采样,无需时间交错,从而改善空间响应函数和光谱质量。ECCENTRIC 能够在降低梯度振幅和回转率的情况下实施空间光谱 MRSI,从而减轻扫描仪硬件的电气、机械和热应力。此外,它还能抵御时间缺陷和涡流延迟。这种方法与基于模型的低秩重建相结合,可在 4-10 分钟内以 2-3 毫米的各向同性分辨率同时对全脑多达 14 种代谢物进行成像。MRSI ECCENTRIC 对四名健康志愿者进行了成像,得出了人脑内神经化学特征的高分辨率空间映射图。这一创新工具为神经科学引入了一种新方法,为探索大脑活动和生理学提供了新见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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