Rotman Research Institute at Baycrest, Toronto, Ontario M6A 2E1, Canada.
Departments of Psychiatry and Psychology, University of Toronto, Toronto, Ontario M5S 3G3, Canada.
Soc Cogn Affect Neurosci. 2023 Sep 18;18(1). doi: 10.1093/scan/nsad044.
Temporal variability of the fMRI-derived blood-oxygen-level-dependent (BOLD) signal during cognitive tasks shows important associations with individual differences in age and performance. Less is known about relations between spontaneous BOLD variability measured at rest and relatively stable cognitive measures, such as IQ or socioemotional function. Here, we examined associations among resting BOLD variability, cognitive/socioemotional scores from the NIH Toolbox and optimal time of day for alertness (chronotype) in a sample of 157 adults from 20 to 86 years of age. To investigate individual differences in these associations independently of age, we regressed age out from both behavioral and BOLD variability scores. We hypothesized that greater BOLD variability would be related to higher fluid cognition scores, more positive scores on socioemotional scales and a morningness chronotype. Consistent with this idea, we found positive correlations between resting BOLD variability, positive socioemotional scores (e.g. self-efficacy) and morning chronotype, as well as negative correlations between variability and negative emotional scores (e.g. loneliness). Unexpectedly, we found negative correlations between BOLD variability and fluid cognition. These results suggest that greater resting brain signal variability facilitates optimal socioemotional function and characterizes those with morning-type circadian rhythms, but individuals with greater fluid cognition may be more likely to show less temporal variability in spontaneous measures of BOLD activity.
在认知任务期间,功能磁共振成像(fMRI)衍生的血氧水平依赖(BOLD)信号的时间变异性与年龄和表现的个体差异存在重要关联。然而,关于静息状态下自发 BOLD 变异性与相对稳定的认知测量(如智商或社会情感功能)之间的关系,人们了解较少。在这里,我们在一个由 157 名年龄在 20 至 86 岁的成年人组成的样本中,研究了静息 BOLD 变异性、NIH 工具包中的认知/社会情感评分与警觉(昼夜节律类型)的最佳时间之间的关联。为了在不考虑年龄的情况下独立研究这些关联中的个体差异,我们从行为和 BOLD 变异性评分中去除了年龄因素。我们假设,更大的 BOLD 变异性与更高的流体认知评分、社会情感量表上的更积极评分以及早晨型昼夜节律类型有关。与这个想法一致,我们发现静息 BOLD 变异性与积极的社会情感评分(例如自我效能感)和早晨型昼夜节律类型呈正相关,而与负面情感评分(例如孤独感)呈负相关。出乎意料的是,我们发现 BOLD 变异性与流体认知之间存在负相关。这些结果表明,更大的静息大脑信号变异性促进了最佳的社会情感功能,并描述了那些具有早晨型昼夜节律类型的人,但具有更高流体认知能力的个体可能更有可能在自发的 BOLD 活动测量中表现出较少的时间变异性。