Rodriguez Carlos I, Davies Suzy, Calhoun Vince, Savage Daniel D, Hamilton Derek A
Department of Psychology, University of New Mexico, Albuquerque, New Mexico.
Department of Neurosciences, University of New Mexico School of Medicine, Albuquerque, New Mexico.
Alcohol Clin Exp Res. 2016 Oct;40(10):2134-2146. doi: 10.1111/acer.13175. Epub 2016 Aug 29.
Past studies of moderate prenatal alcohol exposure (PAE) have focused on specific brain regions, neurotransmitter systems, and behaviors. However, the effects of PAE on brain function and behavior are complex and not limited to discrete brain regions. Thus, there is a critical need to understand the global effects of moderate PAE on neural function. A primary aim of this research was to explore the functional relationships in neural activity of spatially distinct areas by applying a widely used computational algorithm-group-independent component analysis (gICA)-to resting-state functional magnetic resonance imaging data from rats exposed to either an alcohol or saccharin control solution via maternal consumption during pregnancy.
Long-Evans rat dams consumed either 5% (v/v) alcohol or a saccharin control solution throughout gestation. Adult offspring from each prenatal treatment group were anesthetized for functional, structural, and perfusion magnetic resonance-based image acquisition sequences. gICA was applied to the functional data to extract components. To determine connectivity, component time-course correlations were computed and compared. Additionally, spectral power analyses were utilized as an additional measure of functional connectivity. Finally, blood perfusion-assessed by arterial spin labeling-and whole-brain volumetric analyses were evaluated.
Analyses revealed 17 components in several brain regions such as the cortex, hippocampus, and thalamus. PAE was associated with reductions in coordinated activity between components, especially in males. PAE was also associated with reductions in low-frequency spectral power, an effect that was more robust in females. Brain volumetric analyses revealed sex-dependent reductions in females while blood flow analyses revealed sex-dependent reductions in males.
Moderate PAE leads to persistent changes in functional connectivity in the absence of whole-brain volume or blood flow measures. Future studies will investigate the relationships between alterations in functional network connectivity and behavior.
以往关于中度孕期酒精暴露(PAE)的研究主要集中在特定脑区、神经递质系统和行为上。然而,PAE对脑功能和行为的影响是复杂的,并不局限于离散的脑区。因此,迫切需要了解中度PAE对神经功能的整体影响。本研究的一个主要目的是通过将一种广泛使用的计算算法——独立成分分析(gICA)应用于孕期通过母体摄入酒精或糖精对照溶液的大鼠的静息态功能磁共振成像数据,来探索空间上不同区域神经活动的功能关系。
Long-Evans大鼠母鼠在整个妊娠期饮用5%(v/v)酒精或糖精对照溶液。对每个产前治疗组的成年后代进行麻醉,以获取基于功能、结构和灌注磁共振的图像采集序列。将gICA应用于功能数据以提取成分。为了确定连通性,计算并比较成分时间进程相关性。此外,频谱功率分析被用作功能连通性的额外测量方法。最后,评估通过动脉自旋标记评估的血液灌注和全脑体积分析。
分析在几个脑区,如皮层、海马体和丘脑,发现了17个成分。PAE与成分之间协调活动的减少有关,尤其是在雄性大鼠中。PAE还与低频频谱功率的降低有关,这种影响在雌性大鼠中更为明显。脑体积分析显示雌性大鼠存在性别依赖性的减少,而血流分析显示雄性大鼠存在性别依赖性的减少。
中度PAE在没有全脑体积或血流测量变化的情况下导致功能连通性的持续改变。未来的研究将调查功能网络连通性改变与行为之间的关系。