Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.
Department of Information Science and Engineering, Hunan First Normal University, Changsha, Hunan, China.
Hum Brain Mapp. 2021 Feb 1;42(2):329-344. doi: 10.1002/hbm.25225. Epub 2020 Oct 16.
Antisocial behavior (ASB) is believed to have neural substrates; however, the association between ASB and functional brain networks remains unclear. The temporal variability of the functional connectivity (or dynamic FC) derived from resting-state functional MRI has been suggested as a useful metric for studying abnormal behaviors including ASB. This is the first study using low-frequency fluctuations of the dynamic FC to unravel potential system-level neural correlates with ASB. Specifically, we individually associated the dynamic FC patterns with the ASB scores (measured by Antisocial Process Screening Device) of the male offenders (age: 23.29 ± 3.36 years) based on machine learning. Results showed that the dynamic FCs were associated with individual ASB scores. Moreover, we found that it was mainly the inter-network dynamic FCs that were negatively associated with the ASB severity. Three major high-order cognitive functional networks and the sensorimotor network were found to be more associated with ASB. We further found that impaired behavior in the ASB subjects was mainly associated with decreased FC dynamics in these networks, which may explain why ASB subjects usually have impaired executive control and emotional processing functions. Our study shows that temporal variation of the FC could be a promising tool for ASB assessment, treatment, and prevention.
反社会行为(ASB)被认为有其神经基础;然而,ASB 与功能性大脑网络之间的联系仍不清楚。静息态功能磁共振成像得出的功能连接(或动态 FC)的时间可变性被认为是研究包括 ASB 在内的异常行为的有用指标。这是第一项使用动态 FC 的低频波动来揭示与 ASB 相关的潜在系统水平神经相关性的研究。具体来说,我们根据机器学习将个体的动态 FC 模式与男性罪犯的 ASB 评分(由反社会过程筛查设备测量)相关联(年龄:23.29 ± 3.36 岁)。结果表明,动态 FC 与个体的 ASB 评分相关。此外,我们发现主要是网络间的动态 FC 与 ASB 严重程度呈负相关。发现三个主要的高级认知功能网络和感觉运动网络与 ASB 更相关。我们进一步发现,ASB 受试者的行为障碍主要与这些网络中 FC 动态的降低有关,这可能解释了为什么 ASB 受试者通常存在执行控制和情绪处理功能受损的原因。我们的研究表明,FC 的时间变化可能是 ASB 评估、治疗和预防的有前途的工具。