Zou Qihong, Miao Xinyuan, Liu Dapeng, Wang Danny J J, Zhuo Yan, Gao Jia-Hong
Center for MRI Research, Peking University, Beijing, China.
State Key Laboratory of Brain and Cognitive Science, Beijing MRI Center for Brain Research, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China.
Neuroimage. 2015 Nov 1;121:91-105. doi: 10.1016/j.neuroimage.2015.07.044. Epub 2015 Jul 27.
Blood oxygenation level dependent (BOLD) and arterial spin labeling (ASL) are two predominant resting-state fMRI techniques in mapping spontaneous brain activities. At single voxel level, cerebral blood flow (CBF) measured by ASL and amplitude of low frequency fluctuations (ALFF) of BOLD have been recognized as useful indices to characterize brain function in health and disease. However, no study has directly compared the test-retest reliability between BOLD and CBF contrasts on the same group of subjects at single voxel level. Moreover, both eyes-open and eyes-closed conditions have been employed as resting states, but it is still not clear which state is more reliable. Here we collected BOLD and ASL data during eyes-open and eyes-closed states across three scanning visits on twenty-two healthy young subjects. CBF-mean, BOLD- and CBF-ALFF were computed to characterize corresponding brain activities at single voxel level. Seed-based functional connectivity (FC) with the posterior cingulate cortex (PCC) was further calculated for both BOLD and CBF data. Intra-class correlation was used as the index of long-term reliability between visits 1 and 2 (two months apart) and short-term reliability between visits 2 and 3 (on the same day). Both short- and long-term reliabilities for CBF-mean and BOLD-ALFF were high, but were lower for CBF-ALFF, BOLD- and CBF-FC in both eyes-open and eyes-closed states. Direct comparisons showed that brain regions with the highest reliability of CBF-mean were mainly in the gray matter. The reliability of CBF-ALFF and BOLD-FC was lower than that of BOLD-ALFF, and the reliability of CBF-FC was lower than those of both CBF-ALFF and BOLD-FC. Furthermore, we observed that reliabilities of the eyes-open state were higher than those of the eyes-closed state for both imaging contrasts, though the effect size was small. Voxel-wise comparisons demonstrated that the long-term reliability of BOLD-ALFF was significantly higher with eyes open in the visual system, and both the short- and long-term reliability of BOLD-FC was slightly higher with eyes open in the default mode network. Moreover, we showed that denoising decreased the reliability of both ALFF and FC of both BOLD and ASL contrasts. In conclusion, our results indicated that CBF-mean and BOLD-ALFF could both be used as reliable indices for characterizing resting-state brain activities at single voxel level and recommended the eyes-open state for resting-state studies, especially for those targeting the visual system and default mode network.
血氧水平依赖(BOLD)和动脉自旋标记(ASL)是绘制自发脑活动的两种主要静息态功能磁共振成像技术。在单像素水平上,通过ASL测量的脑血流量(CBF)和BOLD的低频波动幅度(ALFF)已被认为是表征健康和疾病状态下脑功能的有用指标。然而,尚无研究在单像素水平上直接比较同一组受试者BOLD和CBF对比之间的重测可靠性。此外,睁眼和闭眼状态均被用作静息状态,但仍不清楚哪种状态更可靠。在此,我们在22名健康年轻受试者的三次扫描过程中,分别在睁眼和闭眼状态下收集了BOLD和ASL数据。计算CBF均值、BOLD-ALFF和CBF-ALFF,以在单像素水平上表征相应的脑活动。针对BOLD和CBF数据,进一步计算了与后扣带回皮质(PCC)的基于种子点的功能连接(FC)。组内相关被用作第1次和第2次扫描(间隔两个月)之间的长期可靠性指标,以及第2次和第3次扫描(同一天)之间的短期可靠性指标。CBF均值和BOLD-ALFF的短期和长期可靠性均较高,但在睁眼和闭眼状态下,CBF-ALFF、BOLD-FC和CBF-FC的可靠性较低。直接比较表明,CBF均值可靠性最高的脑区主要位于灰质。CBF-ALFF和BOLD-FC的可靠性低于BOLD-ALFF,CBF-FC的可靠性低于CBF-ALFF和BOLD-FC。此外,我们观察到,尽管效应量较小,但两种成像对比的睁眼状态可靠性均高于闭眼状态。体素水平比较表明,视觉系统中睁眼时BOLD-ALFF的长期可靠性显著更高,默认模式网络中睁眼时BOLD-FC的短期和长期可靠性均略高。此外,我们表明去噪降低了BOLD和ASL对比的ALFF和FC的可靠性。总之,我们的结果表明,CBF均值和BOLD-ALFF均可作为在单像素水平上表征静息态脑活动的可靠指标,并推荐睁眼状态用于静息态研究,特别是针对视觉系统和默认模式网络的研究。