Department of Psychology, Vanderbilt University, Nashville, TN 37203, USA.
Magn Reson Imaging. 2012 Jan;30(1):36-47. doi: 10.1016/j.mri.2011.09.010. Epub 2011 Nov 3.
Functional magnetic resonance imaging (fMRI) at high magnetic field strength can suffer from serious degradation of image quality because of motion and physiological noise, as well as spatial distortions and signal losses due to susceptibility effects. Overcoming such limitations is essential for sensitive detection and reliable interpretation of fMRI data. These issues are particularly problematic in studies of awake animals. As part of our initial efforts to study functional brain activations in awake, behaving monkeys using fMRI at 4.7 T, we have developed acquisition and analysis procedures to improve image quality with encouraging results. We evaluated the influence of two main variables on image quality. First, we show how important the level of behavioral training is for obtaining good data stability and high temporal signal-to-noise ratios. In initial sessions, our typical scan session lasted 1.5 h, partitioned into short (<10 min) runs. During reward periods and breaks between runs, the monkey exhibited movements resulting in considerable image misregistrations. After a few months of extensive behavioral training, we were able to increase the length of individual runs and the total length of each session. The monkey learned to wait until the end of a block for fluid reward, resulting in longer periods of continuous acquisition. Each additional 60 training sessions extended the duration of each session by 60 min, culminating, after about 140 training sessions, in sessions that last about 4 h. As a result, the average translational movement decreased from over 500 μm to less than 80 μm, a displacement close to that observed in anesthetized monkeys scanned in a 7-T horizontal scanner. Another major source of distortion at high fields arises from susceptibility variations. To reduce such artifacts, we used segmented gradient-echo echo-planar imaging (EPI) sequences. Increasing the number of segments significantly decreased susceptibility artifacts and image distortion. Comparisons of images from functional runs using four segments with those using a single-shot EPI sequence revealed a roughly twofold improvement in functional signal-to-noise-ratio and 50% decrease in distortion. These methods enabled reliable detection of neural activation and permitted blood-oxygenation-level-dependent-based mapping of early visual areas in monkeys using a volume coil. In summary, both extensive behavioral training of monkeys and application of segmented gradient-echo EPI sequence improved signal-to-noise ratio and image quality. Understanding the effects these factors have is important for the application of high field imaging methods to the detection of submillimeter functional structures in the awake monkey brain.
功能磁共振成像(fMRI)在高强度磁场下可能会因运动和生理噪声而导致图像质量严重下降,还会因磁化率效应而导致空间变形和信号损失。克服这些限制对于敏感检测和可靠解释 fMRI 数据至关重要。这些问题在清醒动物的研究中尤为突出。作为我们使用 4.7T fMRI 研究清醒、行为猴子大脑功能激活的初步努力的一部分,我们开发了采集和分析程序,以提高图像质量,并取得了令人鼓舞的结果。我们评估了两个主要变量对图像质量的影响。首先,我们展示了获得良好数据稳定性和高时间信号噪声比的行为训练水平是多么重要。在初始阶段,我们的典型扫描时间为 1.5 小时,分为短(<10 分钟)的运行。在奖励期间和运行之间的休息期间,猴子会出现运动,导致图像严重配准错误。经过几个月的广泛行为训练,我们能够增加单个运行的长度和每个会话的总长度。猴子学会等到块结束时再获取液体奖励,从而实现更长时间的连续采集。每次额外的 60 次训练都会将每个会话的持续时间延长 60 分钟,经过大约 140 次训练后,每个会话持续约 4 小时。因此,平均平移运动从超过 500μm 减少到不到 80μm,接近在 7T 水平扫描仪中扫描麻醉猴子时观察到的位移。高磁场下的另一个主要失真源来自磁化率变化。为了减少这种伪影,我们使用了分段梯度回波回波平面成像(EPI)序列。增加段数可显著减少磁化率伪影和图像变形。使用四个段的功能运行的图像与使用单次激发 EPI 序列的图像进行比较,发现功能信号的信噪比提高了约两倍,失真度降低了 50%。这些方法使我们能够可靠地检测神经激活,并使用容积线圈在猴子中进行血氧水平依赖的早期视觉区域映射。总之,猴子的广泛行为训练和分段梯度回波 EPI 序列的应用都提高了信噪比和图像质量。了解这些因素的影响对于将高磁场成像方法应用于检测清醒猴子大脑中的亚毫米级功能结构非常重要。