Department of Child and Adolescent Psychiatry, New York University School of Medicine, New York, New York State, United States of America.
Department of Psychology, Wayne State University, Detroit, Michigan, United States of America.
PLoS Biol. 2024 Nov 19;22(11):e3002909. doi: 10.1371/journal.pbio.3002909. eCollection 2024 Nov.
Understanding the sequence and timing of brain functional network development at the beginning of human life is critically important from both normative and clinical perspectives. Yet, we presently lack rigorous examination of the longitudinal emergence of human brain functional networks over the birth transition. Leveraging a large, longitudinal perinatal functional magnetic resonance imaging (fMRI) data set, this study models developmental trajectories of brain functional networks spanning 25 to 55 weeks of post-conceptual gestational age (GA). The final sample includes 126 fetal scans (GA = 31.36 ± 3.83 weeks) and 58 infant scans (GA = 48.17 ± 3.73 weeks) from 140 unique subjects. In this study, we document the developmental changes of resting-state functional connectivity (RSFC) over the birth transition, evident at both network and graph levels. We observe that growth patterns are regionally specific, with some areas showing minimal RSFC changes, while others exhibit a dramatic increase at birth. Examples with birth-triggered dramatic change include RSFC within the subcortical network, within the superior frontal network, within the occipital-cerebellum joint network, as well as the cross-hemisphere RSFC between the bilateral sensorimotor networks and between the bilateral temporal network. Our graph analysis further emphasized the subcortical network as the only region of the brain exhibiting a significant increase in local efficiency around birth, while a concomitant gradual increase was found in global efficiency in sensorimotor and parietal-frontal regions throughout the fetal to neonatal period. This work unveils fundamental aspects of early brain development and lays the foundation for future work on the influence of environmental factors on this process.
理解人类生命早期大脑功能网络的发育顺序和时间对于规范和临床角度都至关重要。然而,我们目前缺乏对出生过渡期间人类大脑功能网络的纵向出现进行严格检查。本研究利用一个大型的围产期功能磁共振成像(fMRI)数据集,对跨越从受孕后 25 周到 55 周的大脑功能网络的发育轨迹进行建模。最终样本包括 140 名独特个体的 126 个胎儿扫描(GA = 31.36 ± 3.83 周)和 58 个婴儿扫描(GA = 48.17 ± 3.73 周)。在这项研究中,我们记录了出生过渡期间静息态功能连接(RSFC)的发育变化,这在网络和图层面上都很明显。我们观察到,增长模式是区域特异性的,有些区域的 RSFC 变化很小,而其他区域在出生时则急剧增加。具有出生触发剧烈变化的示例包括皮质下网络内、额上网络内、枕叶-小脑联合网络内以及双侧感觉运动网络之间和双侧颞叶网络之间的 RSFC。我们的图分析进一步强调了皮质下网络是大脑中唯一表现出生时局部效率显著增加的区域,而在整个胎儿到新生儿期,感觉运动和顶叶-额区的全局效率则逐渐增加。这项工作揭示了早期大脑发育的基本方面,并为未来研究环境因素对这一过程的影响奠定了基础。