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Techniques for blood volume fMRI with VASO: From low-resolution mapping towards sub-millimeter layer-dependent applications

机译:使用VASO进行血容量功能性核磁共振成像的技术:从低分辨率映射到亚毫米级依赖的应用

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摘要

Quantitative cerebral blood volume (CBV) fMRI has the potential to overcome several specific limitations of BOLD fMRI. It provides direct physiological interpretability and promises superior localization specificity in applications of sub-millimeter resolution fMRI applications at ultra-high magnetic fields (7 T and higher). Non-invasive CBV fMRI using VASO (vascular space occupancy), however, is inherently limited with respect to its data acquisition efficiency, restricting its imaging coverage and achievable spatial and temporal resolution. This limitation may be reduced with recent advanced acceleration and reconstruction strategies that allow two-dimensional acceleration, such as in simultaneous multi-slice (SMS) 2D-EPI or 3D-segmented-EPI in combination with CAIPIRINHA field-of-view shifting. In this study, we sought to determine the functional sensitivity and specificity of these readout strategies with VASO over a broad range of spatial resolutions; spanning from low spatial resolution (3 mm) whole-cortex to sub-millimeter (0.75 mm) slab of cortex (for cortical layer-dependent applications). In the thermal-noise-dominated regime of sub-millimeter resolutions, 3D-segmented-EPI-VASO provides higher temporal stability and sensitivity to detect changes in CBV compared to 2D-EPI-VASO. In this regime, 3D-segmented-EPI-VASO unveils task activation located in the cortical laminae with little contamination from surface veins, in contrast to the cortical surface weighting of GE-BOLD fMRI. In the physiological-noise-dominated regime of lower resolutions, however, 2D-SMS-VASO shows superior performance compared to 3D-segmented-EPI-VASO. Due to its superior sensitivity at a layer-dependent level, 3D-segmented-EPI VASO promises to play an important role in future neuroscientific applications of layer-dependent fMRI.
机译:定量脑血容量(CBV)功能磁共振成像有可能克服BOLD功能磁共振成像的几个特定限制。它提供了直接的生理解释性,并有望在超高磁场(7 T和更高)下的亚毫米分辨率fMRI应用中提供卓越的定位特异性。但是,使用VASO(血管空间占用)的非侵入性CBV fMRI固有地在数据采集效率方面受到限制,从而限制了其成像范围以及可实现的时空分辨率。可以使用允许二维加速的最新高级加速和重构策略来减少此限制,例如在同时多切片(SMS)2D-EPI或3D分段EPI中结合CAIPIRINHA视场移位。在这项研究中,我们试图确定在广泛的空间分辨率范围内使用VASO的这些读出策略的功能敏感性和特异性。从低空间分辨率(3 mm)整个皮质到亚毫米(0.75 mm)的皮质平板(适用于与皮质层有关的应用)。在亚毫米级分辨率的热噪声主导体制中,与2D-EPI-VASO相比,3D分段的EPI-VASO提供了更高的时间稳定性和灵敏度,可检测CBV的变化。在这种情况下,与GE-BOLD fMRI的皮质表面重量相比,3D细分的EPI-VASO揭示了位于皮质层中的任务激活,几乎不受表面静脉的污染。但是,在分辨率较低的生理噪声为主的方案中,与3D细分的EPI-VASO相比,2D-SMS-VASO表现出更出色的性能。由于其在依赖层的水平上具有出色的灵敏度,因此3D细分的EPI VASO有望在依赖层的功能磁共振成像的未来神经科学应用中发挥重要作用。

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