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超重和肥胖儿童的炎症生物标志物和大脑健康指标:ActiveBrains 项目。

Inflammatory biomarkers and brain health indicators in children with overweight and obesity: The ActiveBrains project.

机构信息

LIFE Research Group, University Jaume I, Castellon, Spain.

PROFITH "PROmoting FITness and Health Through Physical Activity" Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain; Center for Cognitive and Brain Health, Department of Psychology, Northeastern University, Boston, MA, USA.

出版信息

Brain Behav Immun. 2019 Oct;81:588-597. doi: 10.1016/j.bbi.2019.07.020. Epub 2019 Jul 19.

Abstract

INTRODUCTION

Chronic inflammation plays an important role on the pathogenesis of several cardiovascular and metabolic diseases, as well as on brain function and behaviour. The aim of the present study was to examine the associations between inflammatory biomarkers and a wide range of brain health indicators (i.e., academic performance, executive function, behavioural and emotional functioning, and brain volume) in children with overweight/obesity.

METHODS

A total of 107 children (10.0 ± 1.1 years, 41% girls) from the ActiveBrains project were included in the analysis. Five inflammatory biomarkers were analysed in plasma: white blood cell (WBC) count, interleukin-6 (IL-6), interleukin-1β, tumor necrosis factor-α (TNF-α), and C-reactive protein (CRP). Academic performance was assessed by Woodcock-Muñoz Tests of Achievement. Executive function was assessed through the Design Fluency Test for cognitive flexibility, the Stroop test for cognitive inhibition, and the Delayed Non-Match-to-Sample task for working memory. Behavioural and emotional functioning was evaluated through the Behavior Assessment System for Children (BASC) questionnaire. Total and regional brain volume was assessed by magnetic resonance imaging.

RESULTS

IL-6 was inversely associated with adaptive skills (β = -0.228; p = 0.030), while TNF-α was related to mathematics (β = -0.198; p = 0.034). In addition, CRP was positively associated with externalizing (β = 0.246; p = 0.046) and internalizing problems (β = 0.234; p = 0.039), as well as the behavioural symptoms index (β = 0.236; p = 0.047). However, these significant associations disappeared after multiple comparisons correction. Inflammatory biomarkers were not associated with executive function and total brain volumes. Regarding regional brain analyses, WBC was positively associated with gray matter volume in the left middle temporal gyrus (β = 0.387; p < 0.001, k = 44), and CRP was positively associated with gray matter volume in the right superior temporal gyrus (β = 0.439; p < 0.001, k = 29). Additionally, when adjusting by total brain volume, CRP was positively associated with gray matter volume in the right supplementary motor cortex (β = 0.453; p < 0.001, k = 51). Moreover, both, IL-6 (β = 0.366; p < 0.001, k = 81) and TNF-α (β = 0.368; p < 0.001, k = 62) were positively associated with white matter volume around the right inferior frontal gyrus pars opercularis, while CRP was inversely associated with white matter volume around the left superior frontal gyrus (β = -0.482; p < 0.001, k = 82). After adjusting by total brain volume, CRP was also inversely associated with white matter volume in 3 additional clusters (β ranging from -0.473 to -0.404; p < 0.001, k = 87).

CONCLUSIONS

Inflammation was slightly associated with brain health (i.e., academic performance, behavioural and emotional functioning and regional brain volume) in children with overweight or obesity. Further larger longitudinal and interventional studies are warranted to elucidate the short-term and long-term effect of systemic low-grade inflammation on children's brain health.

摘要

简介

慢性炎症在多种心血管代谢疾病的发病机制中以及在大脑功能和行为中起着重要作用。本研究的目的是检查超重/肥胖儿童的炎症生物标志物与广泛的大脑健康指标(即学业成绩、执行功能、行为和情绪功能以及大脑体积)之间的关联。

方法

共有 107 名来自 ActiveBrains 项目的儿童(10.0±1.1 岁,41%为女孩)纳入分析。在血浆中分析了五种炎症生物标志物:白细胞(WBC)计数、白细胞介素-6(IL-6)、白细胞介素-1β、肿瘤坏死因子-α(TNF-α)和 C 反应蛋白(CRP)。学业成绩通过 Woodcock-Muñoz 成就测试进行评估。执行功能通过设计流畅性测试评估认知灵活性,Stroop 测试评估认知抑制,以及延迟非匹配样本任务评估工作记忆。行为和情绪功能通过儿童行为评估系统(BASC)问卷进行评估。通过磁共振成像评估总脑和局部脑容量。

结果

IL-6 与适应技能呈负相关(β= -0.228;p= 0.030),而 TNF-α与数学呈负相关(β= -0.198;p= 0.034)。此外,CRP 与外部(β= 0.246;p= 0.046)和内部问题(β= 0.234;p= 0.039)以及行为症状指数(β= 0.236;p= 0.047)呈正相关。然而,这些显著的关联在进行多次比较校正后消失了。炎症生物标志物与执行功能和总脑容量无关。关于局部脑分析,WBC 与左颞中回的灰质体积呈正相关(β= 0.387;p<0.001,k= 44),CRP 与右颞上回的灰质体积呈正相关(β= 0.439;p<0.001,k= 29)。此外,当按总脑容量调整时,CRP 与右辅助运动皮层的灰质体积呈正相关(β= 0.453;p<0.001,k= 51)。此外,IL-6(β= 0.366;p<0.001,k= 81)和 TNF-α(β= 0.368;p<0.001,k= 62)与右侧额下回眶部周围的白质体积呈正相关,而 CRP 与左侧额上回的白质体积呈负相关(β= -0.482;p<0.001,k= 82)。在按总脑容量调整后,CRP 也与 3 个额外聚类的白质体积呈负相关(β值范围为-0.473 至-0.404;p<0.001,k= 87)。

结论

炎症与超重或肥胖儿童的大脑健康(即学业成绩、行为和情绪功能以及局部大脑体积)略有相关。需要进一步进行更大规模的纵向和干预性研究,以阐明系统性低度炎症对儿童大脑健康的短期和长期影响。

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