Labs of Cognitive Neuroscience, Division of Developmental Medicine, Boston Children's Hospital, Boston, USA.
Harvard Medical School, Boston, USA.
BMC Med. 2019 Nov 25;17(1):199. doi: 10.1186/s12916-019-1431-5.
Stunting affects more than 161 million children worldwide and can compromise cognitive development beginning early in childhood. There is a paucity of research using neuroimaging tools in conjunction with sensitive behavioral assays in low-income settings, which has hindered researchers' ability to explain how stunting impacts brain and behavioral development. We employed high-density EEG to examine associations among children's physical growth, brain functional connectivity (FC), and cognitive development.
We recruited participants from an urban impoverished neighborhood in Dhaka, Bangladesh. One infant cohort consisted of 92 infants whose height (length) was measured at 3, 4.5, and 6 months; EEG data were collected at 6 months; and cognitive outcomes were assessed using the Mullen Scales of Early Learning at 27 months. A second, older cohort consisted of 118 children whose height was measured at 24, 30, and 36 months; EEG data were collected at 36 months; and Intelligence Quotient (IQ) scores were assessed at 48 months. Height-for-age (HAZ) z-scores were calculated based on the World Health Organization standard. EEG FC in different frequency bands was calculated in the cortical source space. Linear regression and longitudinal path analysis were conducted to test the associations between variables, as well as the indirect effect of child growth on cognitive outcomes via brain FC.
In the older cohort, we found that HAZ was negatively related to brain FC in the theta and beta frequency bands, which in turn was negatively related to children's IQ score at 48 months. Longitudinal path analysis showed an indirect effect of HAZ on children's IQ via brain FC in both the theta and beta bands. There were no associations between HAZ and brain FC or cognitive outcomes in the infant cohort.
The association observed between child growth and brain FC may reflect a broad deleterious effect of malnutrition on children's brain development. The mediation effect of FC on the relation between child growth and later IQ provides the first evidence suggesting that brain FC may serve as a neural pathway by which biological adversity impacts cognitive development.
发育迟缓影响着全球超过 1.61 亿儿童,并且可能会在儿童早期损害认知发育。在低收入环境中,使用神经影像学工具结合敏感行为测定法进行研究的情况很少,这阻碍了研究人员解释发育迟缓如何影响大脑和行为发育的能力。我们采用高密度脑电图(EEG)来研究儿童的体格生长、大脑功能连接(FC)和认知发育之间的关联。
我们从孟加拉国达卡的一个城市贫困社区招募参与者。一个婴儿队列包括 92 名婴儿,他们的身高(长度)在 3、4.5 和 6 个月时进行测量;在 6 个月时收集 EEG 数据;在 27 个月时使用《Mullen 早期学习量表》评估认知结果。第二个较大的队列包括 118 名儿童,他们的身高在 24、30 和 36 个月时进行测量;在 36 个月时收集 EEG 数据;在 48 个月时评估智商(IQ)分数。身高年龄(HAZ)z 分数是根据世界卫生组织的标准计算的。在皮质源空间中计算不同频带的 EEG FC。进行线性回归和纵向路径分析,以测试变量之间的关联,以及儿童生长通过大脑 FC 对认知结果的间接影响。
在较大的队列中,我们发现 HAZ 与 theta 和 beta 频带的大脑 FC 呈负相关,而大脑 FC 又与 48 个月时儿童的 IQ 呈负相关。纵向路径分析显示,HAZ 通过 theta 和 beta 频段的大脑 FC 对儿童 IQ 存在间接影响。在婴儿队列中,HAZ 与大脑 FC 或认知结果之间没有关联。
观察到的儿童生长与大脑 FC 之间的关联可能反映了营养不良对儿童大脑发育的广泛有害影响。FC 在儿童生长与后期 IQ 之间的关系中的中介作用提供了第一个证据,表明大脑 FC 可能是生物逆境影响认知发育的神经途径。