脑电图功能连接和功率谱密度显示的婴儿期营养不良与认知发展之间的关系

Berit Hartjen, Shahria Hafiz Kakon, Navin Rahman, Garrett Greaves, Wanze Xie, Fahmida Tofail, Rashidul Haque, Charles A Nelson
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摘要

营养不良,尤其是营养不足,是一项严峻的全球健康挑战,导致近一半的五岁以下儿童死亡,并严重影响身心健康以及神经和认知发育。Xie等人(2019a)之前的研究将生长迟缓与36个月时脑电图功能连接性(FC)的改变和48个月时较差的认知结果联系起来;然而,在6个月时的脑电图测量和27个月时的认知结果中均未发现相关性。我们的研究以孟加拉国达卡 12 个月大的婴儿为样本,采用各种生长测量指标(身高/身长比年龄、体重比年龄、体重比身高/身长、头围比年龄和中上臂围比年龄 z 值)作为营养状况指标,对上述关系进行了调查。大脑发育通过脑电图进行评估,重点是功率谱密度(PSD)和FC,而认知发育则通过贝利婴幼儿发育量表(第四版)进行评估。我们的研究结果表明,12个月时,表明营养不良的生长迟缓与功率谱密度降低有关,而与FC增加的初始相关性经误差发现率(FDR)校正后并不显著。PSD 与认知发展进一步呈正相关,但校正后与 FC 的相关性并不显著。值得注意的是,θ和α波段的脑电图PSD介导了营养不良与行为结果之间的关系。这些结果强调了营养不良对大脑发育的早期影响,突出了PSD在了解这种情况下神经发育的重要性。我们的研究强调了早期干预和持续监测的必要性,以减轻营养不良对婴儿大脑和认知发展的不利影响。
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The association between malnutrition and cognitive development in infancy as manifest in EEG functional connectivity and power spectral density
Malnutrition, particularly undernutrition, is a critical global health challenge, contributing to nearly half of all deaths among children under 5 and severely impacting physical and mental health, along with neural and cognitive development. Prior research by Xie et al. (2019a) linked growth faltering to altered EEG functional connectivity (FC) at 36 months and poorer cognitive outcomes at 48 months; however, no associations were found at 6 months for EEG measures or at 27 months for cognitive outcomes. Our study investigates these relationships in a sample of 12-month-old infants in Dhaka, Bangladesh, using various growth measurements (height/length-for-age, weight-for-age, weight-for-height/length, head-circumference-for-age, and mid-upper-arm-circumference-for-age z-scores) as indicators of nutritional status. Brain development was assessed through EEG, focusing on power spectral density (PSD) and FC, while cognitive development was evaluated with the Bayley Scales of Infant and Toddler Development, Fourth Edition. Our findings reveal that, at 12 months, growth faltering, indicative of undernutrition, was associated with reduced PSD, while initial correlations with increased FC did not remain significant after false discovery rate (FDR) correction. PSD was further positively linked to cognitive development, but associations with FC were not significant post-correction. Notably, EEG PSD in the theta and alpha bands mediated the relationship between malnutrition and behavioral outcomes. These results underscore the early impact of malnutrition on brain development, highlighting the importance of PSD in understanding neural development in this context. Our study emphasizes the need for early intervention and continuous monitoring to mitigate the adverse effects of malnutrition on infant brain and cognitive development.
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