Institute of Synergetics and Psychotherapy Research, Paracelsus Medical University, Salzburg, Austria; University Hospital of Psychiatry, Psychotherapy and Psychosomatics, Paracelsus Medical University, Salzburg, Austria; Faculty of Psychology and Educational Sciences, Ludwig Maximilians University, Munich, Germany.
Institute of Synergetics and Psychotherapy Research, Paracelsus Medical University, Salzburg, Austria; University Hospital of Psychiatry, Psychotherapy and Psychosomatics, Paracelsus Medical University, Salzburg, Austria.
Neuroimage Clin. 2021;32:102844. doi: 10.1016/j.nicl.2021.102844. Epub 2021 Oct 7.
Flexibility is a key feature of psychological health, allowing the individual to dynamically adapt to changing environmental demands, which is impaired in many psychiatric disorders like obsessive-compulsive disorder (OCD). Adequately responding to varying demands requires the brain to switch between different patterns of neural activity, which are represented by different brain network configurations (functional connectivity patterns). Here, we operationalize neural flexibility as the dissimilarity between consecutive connectivity matrices of brain regions (jump length). In total, 132 fMRI scans were obtained from 17 patients that were scanned four to five times during inpatient psychotherapy, and from 17 controls that were scanned at comparable time intervals. Significant negative correlations were found between the jump lengths and the symptom severity scores of OCD, depression, anxiety, and stress, suggesting that high symptom severity corresponds to inflexible brain functioning. Further analyses revealed that impaired reconfiguration (pattern stability) of the brain seems to be more related to general psychiatric impairment rather than to specific symptoms, e.g., of OCD or depression. Importantly, the group × time interaction of a repeated measures ANOVA was significant, as well as the post-hoc paired t-tests of the patients (first vs. last scan). The results suggest that psychotherapy is able to significantly increase the neural flexibility of patients. We conclude that psychiatric symptoms like anxiety, stress, depression, and OCD are associated with an impaired adaptivity of the brain. In general, our results add to the growing evidence that dynamic functional connectivity captures meaningful properties of brain functioning.
灵活性是心理健康的一个关键特征,使个体能够动态适应不断变化的环境需求,而在强迫症 (OCD) 等许多精神障碍中,这种适应能力会受到损害。要充分应对不同的需求,大脑需要在不同的神经活动模式之间切换,这些模式由不同的大脑网络配置(功能连接模式)来表示。在这里,我们将神经灵活性操作化为大脑区域连续连接矩阵之间的差异(跳跃长度)。总共从 17 名患者中获得了 132 次 fMRI 扫描,这些患者在住院心理治疗期间被扫描了四到五次,从 17 名对照者中获得了在可比时间间隔内扫描的 132 次 fMRI 扫描。发现 OCD、抑郁、焦虑和压力的症状严重程度评分与跳跃长度之间存在显著的负相关,这表明高症状严重程度对应于大脑功能的不灵活。进一步的分析表明,大脑的重新配置(模式稳定性)受损似乎与一般精神障碍损伤有关,而不是与特定症状(如 OCD 或抑郁)有关。重要的是,重复测量方差分析的组间时间交互作用以及患者的事后配对 t 检验(第一次扫描与最后一次扫描)均具有统计学意义。结果表明,心理治疗能够显著增加患者的神经灵活性。我们得出结论,焦虑、压力、抑郁和 OCD 等精神症状与大脑适应性受损有关。总的来说,我们的结果增加了越来越多的证据表明,动态功能连接可以捕捉大脑功能的有意义特性。