Gay Charles W, Robinson Michael E, Lai Song, O'Shea Andrew, Craggs Jason G, Price Donald D, Staud Roland
1 Department of Clinical & Health Psychology, University of Florida College of Medicine , Gainesville, Florida.
2 Department of Radiation Oncology & Neurology, University of Florida College of Medicine , Gainesville, Florida.
Brain Connect. 2016 Feb;6(1):48-56. doi: 10.1089/brain.2015.0366. Epub 2015 Nov 10.
Although altered resting-state functional connectivity (FC) is a characteristic of many chronic pain conditions, it has not yet been evaluated in patients with chronic fatigue. Our objective was to investigate the association between fatigue and altered resting-state FC in myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS). Thirty-six female subjects, 19 ME/CFS and 17 healthy controls, completed a fatigue inventory before undergoing functional magnetic resonance imaging. Two methods, (1) data driven and (2) model based, were used to estimate and compare the intraregional FC between both groups during the resting state (RS). The first approach using independent component analysis was applied to investigate five RS networks: the default mode network, salience network (SN), left frontoparietal networks (LFPN) and right frontoparietal networks, and the sensory motor network (SMN). The second approach used a priori selected seed regions demonstrating abnormal regional cerebral blood flow (rCBF) in ME/CFS patients at rest. In ME/CFS patients, Method-1 identified decreased intrinsic connectivity among regions within the LFPN. Furthermore, the FC of the left anterior midcingulate with the SMN and the connectivity of the left posterior cingulate cortex with the SN were significantly decreased. For Method-2, five distinct clusters within the right parahippocampus and occipital lobes, demonstrating significant rCBF reductions in ME/CFS patients, were used as seeds. The parahippocampal seed and three occipital lobe seeds showed altered FC with other brain regions. The degree of abnormal connectivity correlated with the level of self-reported fatigue. Our results confirm altered RS FC in patients with ME/CFS, which was significantly correlated with the severity of their chronic fatigue.
尽管静息态功能连接(FC)改变是许多慢性疼痛病症的一个特征,但尚未在慢性疲劳患者中进行评估。我们的目的是研究肌痛性脑脊髓炎/慢性疲劳综合征(ME/CFS)患者疲劳与静息态FC改变之间的关联。36名女性受试者,19名ME/CFS患者和17名健康对照,在接受功能磁共振成像之前完成了一份疲劳量表。使用两种方法,(1)数据驱动和(2)基于模型,来估计和比较两组在静息状态(RS)下的区域内FC。第一种方法使用独立成分分析来研究五个RS网络:默认模式网络、突显网络(SN)、左侧额顶网络(LFPN)和右侧额顶网络,以及感觉运动网络(SMN)。第二种方法使用先验选择的种子区域,这些区域在ME/CFS患者静息时显示出异常的局部脑血流量(rCBF)。在ME/CFS患者中,方法1确定LFPN内区域间的内在连接性降低。此外,左侧前扣带回中部与SMN的FC以及左侧后扣带回皮质与SN的连接性显著降低。对于方法2,右侧海马旁回和枕叶内五个不同的簇,在ME/CFS患者中显示出显著的rCBF降低,被用作种子。海马旁回种子和三个枕叶种子显示与其他脑区的FC改变。异常连接程度与自我报告的疲劳水平相关。我们的结果证实ME/CFS患者存在静息态FC改变,这与他们慢性疲劳的严重程度显著相关。