Ayyash Sondos, Sunderji Aleeza, Gallant Heather D, Hall Alexander, Davis Andrew D, Pokhvisneva Irina, Meaney Michael J, Silveira Patricia Pelufo, Sassi Roberto B, Hall Geoffrey B
School of Biomedical Engineering, McMaster University, Hamilton, ON, Canada.
Department of Psychology, Neuroscience & Behaviour, McMaster University, Hamilton, ON, Canada.
Front Neurosci. 2023 Mar 16;17:1066373. doi: 10.3389/fnins.2023.1066373. eCollection 2023.
Environmental perturbations during critical periods can have pervasive, organizational effects on neurodevelopment. To date, the literature examining the long-term impact of early life adversity has largely investigated structural and functional imaging data outcomes independently. However, emerging research points to a relationship between functional connectivity and the brain's underlying structural architecture. For instance, functional connectivity can be mediated by the presence of direct or indirect anatomical pathways. Such evidence warrants the use of structural and functional imaging in tandem to study network maturation. Accordingly, this study examines the impact of poor maternal mental health and socioeconomic context during the perinatal period on network connectivity in middle childhood using an anatomically weighted functional connectivity (awFC) approach. awFC is a statistical model that identifies neural networks by incorporating information from both structural and functional imaging data.
Resting-state fMRI and DTI scans were acquired from children aged 7-9 years old.
Our results indicate that maternal adversity during the perinatal period can affect offspring's resting-state network connectivity during middle childhood. Specifically, in comparison to controls, children of mothers who had poor perinatal maternal mental health and/or low socioeconomic status exhibited greater awFC in the ventral attention network.
These group differences were discussed in terms of the role this network plays in attention processing and maturational changes that may accompany the consolidation of a more adult-like functional cortical organization. Furthermore, our results suggest that there is value in using an awFC approach as it may be more sensitive in highlighting connectivity differences in developmental networks associated with higher-order cognitive and emotional processing, as compared to stand-alone FC or SC analyses.
关键时期的环境扰动可能对神经发育产生广泛的组织性影响。迄今为止,研究早期生活逆境长期影响的文献大多独立研究结构和功能成像数据结果。然而,新出现的研究指出功能连接与大脑潜在结构架构之间存在关联。例如,功能连接可由直接或间接解剖通路的存在介导。此类证据支持同时使用结构和功能成像来研究网络成熟度。因此,本研究采用解剖加权功能连接(awFC)方法,考察围产期母亲心理健康状况不佳和社会经济背景对童年中期网络连接的影响。awFC是一种统计模型,通过整合结构和功能成像数据中的信息来识别神经网络。
对7至9岁儿童进行静息态功能磁共振成像(fMRI)和弥散张量成像(DTI)扫描。
我们的结果表明,围产期母亲的逆境会影响子代在童年中期的静息态网络连接。具体而言,与对照组相比,围产期母亲心理健康状况不佳和/或社会经济地位较低的母亲所生子女在腹侧注意网络中表现出更强的awFC。
从该网络在注意力处理中的作用以及可能伴随更类似成人的功能性皮质组织巩固的成熟变化方面讨论了这些组间差异。此外,我们的结果表明使用awFC方法具有价值,因为与单独的功能连接(FC)或结构连接(SC)分析相比,它在突出与高阶认知和情感处理相关的发育网络中的连接差异方面可能更敏感。