Murdoch Children's Research Institute, Melbourne, Australia; Florey Institute of Neuroscience and Mental Health, University of Melbourne, Melbourne, Australia.
Murdoch Children's Research Institute, Melbourne, Australia; Turner Institute for Brain and Mental Health, Monash University, Clayton, Victoria, Australia.
Neuroimage Clin. 2024;44:103690. doi: 10.1016/j.nicl.2024.103690. Epub 2024 Oct 22.
There is growing evidence suggesting that children with prenatal alcohol exposure (PAE) struggle with cognitively demanding tasks, such as learning, attention, and language. Complex structural network analyses can provide insight into the neurobiological underpinnings of these functions, as they may be sensitive for characterizing the effects of PAE on the brain. However, investigations on how PAE affects brain networks are limited. We aim to compare diffusion magnetic resonance imaging (MRI) tractography-based structural networks between children with low-to-moderate PAE in trimester 1 only (T1) or throughout all trimesters (T1-T3) with those without alcohol exposure prenatally.
Our cohort included three groups of children aged 6 to 8 years: 1) no PAE (n = 24), 2) low-to-moderate PAE during T1 only (n = 30), 3) low-to-moderate PAE throughout T1-T3 (n = 36). Structural networks were constructed using the multi-shell multi-tissue constrained spherical deconvolution tractography technique. Quantitative group-wise analyses were conducted at three levels: (a) at the whole-brain network level, using both network-based statistical analyses and network centrality; and then using network centrality at (b) the modular level, and (c) per-region level, including the regions identified as brain hubs.
Compared with the no PAE group, widespread brain network alterations were observed in the PAE T1-T3 group using network-based statistics, but no alterations were observed for the PAE T1 group. Network alterations were also detected at the module level in the PAE T1-T3 compared with the no PAE group, with lower eigenvector centrality in the module that closely represented the right cortico-basal ganglia-thalamo-cortical network. No significant group differences were found in network centrality at the per-region level, including the hub regions.
This study demonstrated that low-to-moderate PAE throughout pregnancy may alter brain structural connectivity, which may explain the neurodevelopmental deficits associated with PAE. It is possible that timing and duration of alcohol exposure are crucial, as PAE in T1 only did not appear to alter brain structural connectivity.
越来越多的证据表明,产前酒精暴露 (PAE) 的儿童在认知要求高的任务中挣扎,例如学习、注意力和语言。复杂的结构网络分析可以深入了解这些功能的神经生物学基础,因为它们可能对描述 PAE 对大脑的影响很敏感。然而,关于 PAE 如何影响大脑网络的研究有限。我们旨在比较仅在第一孕期 (T1) 或整个孕期 (T1-T3) 中存在低至中度 PAE 的儿童与无产前酒精暴露的儿童之间基于扩散磁共振成像 (MRI) 轨迹的结构网络。
我们的队列包括三组年龄在 6 至 8 岁的儿童:1)无 PAE(n=24),2)仅在 T1 期间存在低至中度 PAE(n=30),3)整个 T1-T3 期间存在低至中度 PAE(n=36)。使用多壳多组织约束球谐反卷积轨迹技术构建结构网络。在三个水平上进行定量组间分析:(a)在整个脑网络水平,使用基于网络的统计分析和网络中心性;然后在(b)模块水平和(c)每个区域水平上使用网络中心性,包括被确定为脑枢纽的区域。
与无 PAE 组相比,PAE T1-T3 组在使用基于网络的统计学方法时观察到广泛的脑网络改变,但在 PAE T1 组中未观察到改变。与无 PAE 组相比,PAE T1-T3 组在模块水平上也检测到网络改变,模块中右皮质基底节-丘脑-皮质网络的特征向量中心性较低。在区域水平上,包括枢纽区域,网络中心性在组间没有显著差异。
本研究表明,整个孕期的低至中度 PAE 可能改变大脑结构连接,这可能解释了与 PAE 相关的神经发育缺陷。酒精暴露的时间和持续时间可能很关键,因为仅在 T1 期的 PAE 似乎不会改变大脑结构连接。