Jensen Kristian Høj Reveles, McCulloch Drummond E-Wen, Olsen Anders Stevnhoved, Bruzzone Silvia Elisabetta Portis, Larsen Søren Vinther, Fisher Patrick MacDonald, Frokjaer Vibe Gedsoe
Neurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark.
Psychiatric Center Copenhagen, Copenhagen, Denmark.
Front Neurosci. 2022 Jun 14;16:855582. doi: 10.3389/fnins.2022.855582. eCollection 2022.
Hormonal contraceptive drugs are used by adolescent and adult women worldwide. Increasing evidence from human neuroimaging research indicates that oral contraceptives can alter regional functional brain connectivity and brain chemistry. However, questions remain regarding static whole-brain and dynamic network-wise functional connectivity changes. A healthy woman (23 years old) was scanned every day over 30 consecutive days during a naturally occurring menstrual cycle and again a year later while using a combined hormonal contraceptive. Here we calculated graph theory-derived, whole-brain, network-level measures (modularity and system segregation) and global brain connectivity (characteristic path length) as well as dynamic functional brain connectivity using Leading Eigenvector Dynamic Analysis and diametrical clustering. These metrics were calculated for each scan session during the serial sampling periods to compare metrics between the subject's natural and contraceptive cycles. Modularity, system segregation, and characteristic path length were statistically significantly higher across the natural compared to contraceptive cycle scans. We also observed a shift in the prevalence of two discrete brain states when using the contraceptive. Our results suggest a more network-structured brain connectivity architecture during the natural cycle, whereas oral contraceptive use is associated with a generally increased connectivity structure evidenced by lower characteristic path length. The results of this repeated, single-subject analysis allude to the possible effects of oral contraceptives on brain-wide connectivity, which should be evaluated in a cohort to resolve the extent to which these effects generalize across the population and the possible impact of a year-long period between conditions.
全世界的青少年和成年女性都在使用激素避孕药物。来自人类神经影像学研究的越来越多的证据表明,口服避孕药会改变大脑区域的功能连接和脑化学。然而,关于静态全脑和动态网络层面的功能连接变化仍存在问题。一名健康女性(23岁)在自然月经周期的连续30天里每天接受扫描,一年后在使用复方激素避孕药时再次接受扫描。在此,我们计算了基于图论的全脑网络层面指标(模块化和系统分离)以及全局脑连接性(特征路径长度),并使用主导特征向量动态分析和直径聚类计算了动态脑功能连接。在连续采样期间的每个扫描时段计算这些指标,以比较该受试者自然周期和避孕周期之间的指标。与避孕周期扫描相比,自然周期扫描中的模块化、系统分离和特征路径长度在统计学上显著更高。我们还观察到使用避孕药时两种离散脑状态的患病率发生了变化。我们的结果表明,自然周期中大脑连接结构更具网络结构,而使用口服避孕药则与连接结构普遍增加相关,特征路径长度降低证明了这一点。这种重复的单受试者分析结果暗示了口服避孕药对全脑连接性的可能影响,这应在队列研究中进行评估,以确定这些影响在人群中的普遍程度以及不同条件之间一年时间的可能影响。