Laboratory for Complex Brain Networks, Wake Forest School of Medicine, Winston-Salem, NC, USA; Department of Radiology, Wake Forest School of Medicine, Winston-Salem, NC, USA.
Laboratory for Complex Brain Networks, Wake Forest School of Medicine, Winston-Salem, NC, USA; Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, NC, USA.
Neuroimage. 2022 Aug 1;256:119179. doi: 10.1016/j.neuroimage.2022.119179. Epub 2022 Apr 14.
Pesticide exposure has been associated with adverse cognitive and neurological effects. However, neuroimaging studies aimed at examining the impacts of pesticide exposure on brain networks underlying abnormal neurodevelopment in children remain limited. It has been demonstrated that pesticide exposure in children is associated with disrupted brain anatomy in regions that make up the default mode network (DMN), a subnetwork engaged across a diverse set of cognitive processes, particularly higher-order cognitive tasks. This study tested the hypothesis that functional brain network connectivity/topology in Latinx children from rural farmworker families (FW children) would differ from urban Latinx children from non-farmworker families (NFW children). We also tested the hypothesis that probable historic childhood exposure to pesticides among FW children would be associated with network connectivity/topology in a manner that parallels differences between FW and NFW children. We used brain networks from functional magnetic resonance imaging (fMRI) data from 78 children and a mixed-effects regression framework to test our hypotheses. We found that network topology was differently associated with the connection probability between FW and NFW children in the DMN. Our results also indicated that, among 48 FW children, historic reports of exposure to pesticides from prenatal to 96 months old were significantly associated with DMN topology, as hypothesized. Although the cause of the differences in brain networks between FW and NFW children cannot be determined using a cross-sectional study design, the observed associations between network connectivity/topology and historic exposure reports in FW children provide compelling evidence for a contribution of pesticide exposure on altering the DMN network organization in this vulnerable population. Although longitudinal follow-up of the children is necessary to further elucidate the cause and reveal the ultimate neurological implications, these findings raise serious concerns about the potential adverse health consequences from developmental neurotoxicity associated with pesticide exposure in this vulnerable population.
农药暴露与认知和神经功能障碍有关。然而,旨在研究农药暴露对儿童异常神经发育所涉及的大脑网络影响的神经影像学研究仍然有限。研究表明,儿童接触农药与默认模式网络(DMN)区域的大脑结构中断有关,DMN 是一个由多种认知过程,特别是高级认知任务组成的子网。本研究检验了以下假设:来自农村农业工人家庭(FW 儿童)的拉丁裔儿童的功能大脑网络连接/拓扑结构与来自非农业工人家庭(NFW 儿童)的拉丁裔儿童的功能大脑网络连接/拓扑结构不同。我们还检验了 FW 儿童中可能存在的历史童年时期农药暴露与网络连接/拓扑结构之间存在关联的假设,这种关联与 FW 和 NFW 儿童之间的差异相似。我们使用来自 78 名儿童的功能磁共振成像 (fMRI) 数据的大脑网络,并采用混合效应回归框架来检验我们的假设。我们发现,DMN 中网络拓扑结构与 FW 和 NFW 儿童之间的连接概率之间存在不同的关联。我们的结果还表明,在 48 名 FW 儿童中,从产前到 96 个月大的历史农药暴露报告与 DMN 拓扑结构显著相关,这与假设一致。尽管使用横断面研究设计无法确定 FW 和 NFW 儿童之间大脑网络差异的原因,但在 FW 儿童中观察到的网络连接/拓扑结构与历史暴露报告之间的关联为农药暴露改变这一脆弱人群的 DMN 网络组织提供了有力证据。尽管对儿童进行纵向随访以进一步阐明原因并揭示最终的神经学影响是必要的,但这些发现引起了人们对与该脆弱人群中与农药暴露相关的发育神经毒性相关的潜在不良健康后果的严重关注。