Chu Shu-Hsien, Parhi Keshab K, Westlund Schreiner Melinda, Lenglet Christophe, Mueller Bryon A, Klimes-Dougan Bonnie, Cullen Kathryn R
Department of Electrical & Computer Engineering, University of Minnesota, Minneapolis, MN 55455, USA.
Department of Psychiatry, Huntsman Mental Health Institute, University of Utah, Salt Lake City, UT 84108, USA.
J Clin Med. 2021 Sep 23;10(19):4322. doi: 10.3390/jcm10194322.
Investigation of brain changes in functional connectivity and functional network topology from receiving 8-week selective serotonin reuptake inhibitor (SSRI) treatments is conducted in 12 unmedicated adolescents with major depressive disorder (MDD) by using wavelet-filtered resting-state functional magnetic resonance imaging (fMRI). Changes are observed in frontal-limbic, temporal, and default mode networks. In particular, topological analysis shows, at the global scale and in the 0.12-0.25 Hz band, that the normalized clustering coefficient and smallworldness of brain networks decreased after treatment. Regional changes in clustering coefficient and efficiency were observed in the bilateral caudal middle frontal gyrus, rostral middle frontal gyrus, superior temporal gyrus, left pars triangularis, putamen, and right superior frontal gyrus. Furthermore, changes of nodal centrality and changes of connectivity associated with these frontal and temporal regions confirm the global topological alternations. Moreover, frequency dependence is observed from FDR-controlled subnetworks for the limbic-cortical connectivity change. In the high-frequency band, the altered connections involve mostly frontal regions, while the altered connections in the low-frequency bands spread to parietal and temporal areas. Due to the limitation of small sample sizes and lack of placebo control, these preliminary findings require confirmation with future work using larger samples. Confirmation of biomarkers associated with treatment could suggest potential avenues for clinical applications such as tracking treatment response and neurobiologically informed treatment optimization.
通过使用小波滤波静息态功能磁共振成像(fMRI),对12名未接受药物治疗的重度抑郁症(MDD)青少年进行了为期8周的选择性5-羟色胺再摄取抑制剂(SSRI)治疗,以研究大脑功能连接和功能网络拓扑结构的变化。在额叶-边缘系统、颞叶和默认模式网络中观察到了变化。特别是,拓扑分析表明,在全球范围内以及在0.12 - 0.25Hz频段,治疗后大脑网络的标准化聚类系数和小世界特性降低。在双侧尾侧额中回、额中回前部、颞上回、左侧三角部、壳核和右侧额上回观察到聚类系数和效率的区域变化。此外,与这些额叶和颞叶区域相关的节点中心性变化和连接性变化证实了整体拓扑结构的改变。此外,从经FDR校正的子网络中观察到边缘-皮质连接变化的频率依赖性。在高频带,改变的连接主要涉及额叶区域,而在低频带,改变的连接扩展到顶叶和颞叶区域。由于样本量小和缺乏安慰剂对照的局限性,这些初步发现需要未来使用更大样本的研究来证实。与治疗相关的生物标志物的确认可能为临床应用提供潜在途径,如跟踪治疗反应和基于神经生物学的治疗优化。