Muñoz-Moreno Emma, Fischi-Gomez Elda, Batalle Dafnis, Borradori-Tolsa Cristina, Eixarch Elisenda, Thiran Jean-Philippe, Gratacós Eduard, Hüppi Petra S
Fetal i+D, Fetal Medicine Research Center, Barcelona Center for Maternal-Fetal and Neonatal Medicine (Hospital Clínic and Hospital Sant Joan de Deu), Institut d'Investigacions Biomèdiques August Pi I Sunyer, University of BarcelonaBarcelona, Spain; Experimental 7T MRI Unit, Institut d'Investigacions Biomèdiques August Pi I SunyerBarcelona, Spain.
Signal Processing Laboratory 5, École Polytechnique Fédérale de LausanneLausanne, Switzerland; Division of Development and Growth. Department of Pediatrics, University Hospital of GenevaGeneva, Switzerland.
Front Neurosci. 2016 Dec 8;10:560. doi: 10.3389/fnins.2016.00560. eCollection 2016.
Adverse conditions during fetal life have been associated to both structural and functional changes in neurodevelopment from the neonatal period to adolescence. In this study, connectomics was used to assess the evolution of brain networks from infancy to early adolescence. Brain network reorganization over time in subjects who had suffered adverse perinatal conditions is characterized and related to neurodevelopment and cognition. Three cohorts of prematurely born infants and children (between 28 and 35 weeks of gestational age), including individuals with a birth weight appropriated for gestational age and with intrauterine growth restriction (IUGR), were evaluated at 1, 6, and 10 years of age, respectively. A common developmental trajectory of brain networks was identified in both control and IUGR groups: network efficiencies of the fractional anisotropy (FA)-weighted and normalized connectomes increase with age, which can be related to maturation and myelination of fiber connections while the number of connections decreases, which can be associated to an axonal pruning process and reorganization. Comparing subjects with or without IUGR, a similar pattern of network differences between groups was observed in the three developmental stages, mainly characterized by IUGR group having reduced brain network efficiencies in binary and FA-weighted connectomes and increased efficiencies in the connectome normalized by its total connection strength (FA). Associations between brain networks and neurobehavioral impairments were also evaluated showing a relationship between different network metrics and specific social cognition-related scores, as well as a higher risk of inattention/hyperactivity and/or executive functional disorders in IUGR children.
胎儿期的不良状况与从新生儿期到青春期神经发育的结构和功能变化均有关联。在本研究中,连接组学被用于评估从婴儿期到青春期早期脑网络的演变。对遭受围产期不良状况的受试者脑网络随时间的重组进行了表征,并将其与神经发育和认知相关联。分别对三组早产婴儿和儿童(胎龄在28至35周之间)进行了评估,包括出生体重与胎龄相符的个体以及宫内生长受限(IUGR)个体,评估时间分别为1岁、6岁和10岁。在对照组和IUGR组中均发现了脑网络的共同发育轨迹:分数各向异性(FA)加权和标准化连接组的网络效率随年龄增加,这可能与纤维连接的成熟和髓鞘形成有关,而连接数量减少,这可能与轴突修剪过程和重组有关。比较有或没有IUGR的受试者,在三个发育阶段均观察到组间类似的网络差异模式,主要表现为IUGR组在二元和FA加权连接组中的脑网络效率降低,而在通过其总连接强度(FA)标准化的连接组中效率增加。还评估了脑网络与神经行为障碍之间的关联,结果显示不同的网络指标与特定的社会认知相关评分之间存在关系,以及IUGR儿童出现注意力不集中/多动和/或执行功能障碍的风险更高。