Helen Wills Neuroscience Institute, University of California, Berkeley, California, USA.
Advanced MRI Technologies, Sebastopol, California, USA.
Magn Reson Med. 2020 Dec;84(6):3128-3145. doi: 10.1002/mrm.28347. Epub 2020 Jun 18.
Functional MRI (fMRI) at the mesoscale of cortical layers and columns requires both sensitivity and specificity, the latter of which can be compromised if the imaging method is affected by vascular artifacts, particularly cortical draining veins at the pial surface. Recent studies have shown that cerebral blood volume (CBV) imaging is more specific to the actual laminar locus of neural activity than BOLD imaging using standard gradient-echo EPI sequences. Gradient and spin-echo (GRASE) BOLD imaging has also shown greater specificity when compared with standard gradient-echo EPI BOLD. Here we directly compare CBV and BOLD contrasts in high-resolution imaging of the primary motor cortex for laminar functional MRI in four combinations of signal labeling, CBV using slice-selective slab-inversion vascular space occupancy (VASO) and BOLD, each with 3D gradient-echo EPI and zoomed 3D-GRASE image readouts.
Activations were measured using each sequence and contrast combination during a motor task. Activation profiles across cortical depth were measured to assess the sensitivity and specificity (pial bias) of each method.
Both CBV imaging using gradient-echo 3D-EPI and BOLD imaging using 3D-GRASE show similar specificity and sensitivity and are therefore useful tools for mesoscopic functional MRI in the human cortex. The combination of GRASE and VASO did not demonstrate high levels of sensitivity, nor show increased specificity.
Three-dimensional EPI with VASO contrast and 3D-GRASE with BOLD contrast both demonstrate sufficient sensitivity and specificity for laminar functional MRI to be used by neuroscientists in a wide range of investigations of depth-dependent neural circuitry in the human brain.
皮质层和柱体的介观功能磁共振成像(fMRI)既需要灵敏度,也需要特异性,后者如果成像方法受到血管伪影的影响,特别是脑皮层表面的皮质引流静脉,就会受到损害。最近的研究表明,脑血容量(CBV)成像比使用标准梯度回波 EPI 序列的 BOLD 成像更能准确反映出神经活动的实际层位。与标准梯度回波 EPI BOLD 相比,梯度和自旋回波(GRASE)BOLD 成像也具有更高的特异性。在这里,我们直接比较了在原发性运动皮层的高分辨率成像中,使用切片选择板反转血管空间占有率(VASO)的 CBV 和 BOLD 信号标记的四种组合,每种组合都使用 3D 梯度回波 EPI 和放大的 3D-GRASE 图像读出,比较了它们在皮层功能磁共振成像中的 CBV 和 BOLD 对比。
在运动任务中,使用每种序列和对比组合来测量激活。测量皮层深度的激活分布,以评估每种方法的灵敏度和特异性(脑皮层偏倚)。
使用梯度回波 3D-EPI 的 CBV 成像和使用 3D-GRASE 的 BOLD 成像均显示出相似的特异性和灵敏度,因此是人类皮层介观功能磁共振成像的有用工具。GRASE 和 VASO 的组合既没有表现出高灵敏度,也没有表现出特异性的提高。
具有 VASO 对比的 3D-EPI 和具有 BOLD 对比的 3D-GRASE 均显示出足够的灵敏度和特异性,可供神经科学家在广泛的人类大脑深度依赖神经回路研究中使用。