Putra Handityo Aulia, Park Kaechang, Yamashita Fumio, Mizuno Kei, Watanabe Yasuyoshi
Research Organization for Regional Alliances, Kochi University of Technology, Kochi, Japan.
Department of Engineering, Keimyung University, Daegu, Republic of Korea.
Neuroimage Rep. 2022 Sep 2;2(4):100128. doi: 10.1016/j.ynirp.2022.100128. eCollection 2022 Dec.
Previous studies on neural/molecular mechanisms of fatigue focused on a variety of brain functions, morphological changes, and neurochemical functions such as neurotransmitter and neuroimmune dynamics. However, MRI morphological changes were adopted primarily to compare patients with Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) and healthy controls. A few studies have been done on healthy subjects with fatigue scores; one study with 63 adults (their ages of 53.2 ± 8.3) showed the gray matter volume (GMV) reduction in good correlation with a higher score of fatigue. The other one with university students (their ages of 20.7 ± 1.8) demonstrated no significant correlation between regional GMV (rGMV) and fatigue severity. To elucidate the brain structural underpinning in parallel with fatigue development, a large number of healthy middle-aged adults (n = 1873; aged 54.1 ± 5.4) without ME/CFS were recruited, and the correlation between both rGMV in the cerebrum including basal ganglia and Chalder's fatigue questionnaire (CFQ) with physical and mental categories were investigated. A higher CFQ score denotes a higher perceived fatigue level by the participant. The physical fatigue scores of CFQ showed a significantly negative correlation (i.e., smaller rGMV for higher CFQ score) with the volume of the right planum temporale and supplemental motor cortex (SMC), while the left putamen, middle temporal gyrus (MTG), parietal operculum, and right precentral gyrus showed a significantly positive correlation (i.e., bigger rGMV for higher CFQ score). In the mental fatigue scores, the right SMC and left lateral orbital gyrus (LOG) showed a significantly negative correlation, while only the left fusiform gyrus showed a significantly positive correlation. In total scores of (both physical and mental) fatigue, the right SMC and orbital part of the inferior frontal gyrus (OIFG) showed a negative correlation, while the left putamen and MTG showed a positive correlation. Therefore, the right SMC may play a critical role in fatigue progression because of the only common factor among physical, mental, and total fatigue. The left putamen may play a compensatory role with a positive correlation to physical and total fatigue. Additionally, identifying the other gray matter regions that positively or negatively correlated to CFQ of healthy adults may help deepen the understanding of early-stage fatigue progression, leading to the future establishment of preventive measures through volumetrics by using MRI.
以往关于疲劳的神经/分子机制的研究主要集中在各种脑功能、形态学变化以及神经化学功能,如神经递质和神经免疫动力学等方面。然而,MRI形态学变化主要用于比较肌痛性脑脊髓炎/慢性疲劳综合征(ME/CFS)患者与健康对照。针对有疲劳评分的健康受试者开展的研究较少;一项针对63名成年人(年龄53.2±8.3岁)的研究显示,灰质体积(GMV)减少与更高的疲劳评分密切相关。另一项针对大学生(年龄20.7±1.8岁)的研究表明,局部GMV(rGMV)与疲劳严重程度之间无显著相关性。为了阐明与疲劳发展并行的脑结构基础,招募了大量无ME/CFS的健康中年成年人(n = 1873;年龄54.1±5.4岁),并研究了包括基底神经节在内的大脑rGMV与查尔德疲劳问卷(CFQ)的身体和精神类别之间的相关性。较高的CFQ评分表示参与者感知到的疲劳水平较高。CFQ的身体疲劳评分与右侧颞平面和辅助运动区(SMC)的体积呈显著负相关(即CFQ评分越高,rGMV越小),而左侧壳核、颞中回(MTG)、顶叶岛盖和右侧中央前回呈显著正相关(即CFQ评分越高,rGMV越大)。在精神疲劳评分方面,右侧SMC和左侧外侧眶回(LOG)呈显著负相关,而只有左侧梭状回呈显著正相关。在(身体和精神)总疲劳评分中,右侧SMC和额下回眶部(OIFG)呈负相关,而左侧壳核和MTG呈正相关。因此,右侧SMC可能在疲劳进展中起关键作用,因为它是身体、精神和总疲劳中唯一的共同因素。左侧壳核可能起代偿作用,与身体和总疲劳呈正相关。此外,确定与健康成年人CFQ呈正相关或负相关的其他灰质区域,可能有助于加深对早期疲劳进展的理解,并通过使用MRI进行体积测量,为未来预防措施的建立提供依据。