ArticleBrain, behavior, and immunity2019
Inflammatory biomarkers and brain health indicators in children with overweight and obesity: The ActiveBrains project.
Article in Brain, behavior, and immunity, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 16 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Gut-Brain-axis: Targets for Improvement of Cognition in the Elderly
ActiveBrains: Effects of an Exercise-based Randomized Controlled Trial on Cognition, Brain Structure and Brain Function in Overweight/Obese Preadolescent Children
Who cites it
16 citing papers in PubMed, 31 citations in OpenAlex.
- Pre-analytical characterization of CNS-derived extracellular vesicles from human saliva: effect of room temperature and cellular origin.Frontiers in neuroscience · 2026Article
- Structural and Functional Brain Changes in Children and Adolescents With Obesity.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025Review
- Obesity Was Associated With Learning Disabilities in Children and Adolescents Living in the USA.Acta paediatrica (Oslo, Norway : 1992) · 2025Article
- Negative impact of maternal depressive symptoms on infancy neurodevelopment: a moderated mediation effect of maternal inflammation.European child & adolescent psychiatry · 2025Article
- Neurometabolic Profile in Obese Patients: A Cerebral Multi-Voxel Magnetic Resonance Spectroscopy Study.Medicina (Kaunas, Lithuania) · 2024Article
- Chronic Low-Grade Inflammation and Brain Structure in the Middle-Aged and Elderly Adults.Nutrients · 2024Article
- Inhibitory control mediates the association between body mass index and math performance in children: A cross-sectional study.PloS one · 2024Article
- Inflammation, Executive Function, and Adiposity in Children With or at Risk for Obesity: A Pilot Study.Journal of pediatric psychology · 2023Article
- Alterations in Inflammatory Markers and Cognitive Ability after Treatment of Pediatric Obstructive Sleep Apnea.Medicina (Kaunas, Lithuania) · 2023Article
- The association of systemic inflammation and cognitive functions of pre-school aged children residing in aFrontiers in immunology · 2023Article
- Mechanisms linking obesity and its metabolic comorbidities with cerebral grey and white matter changes.Reviews in endocrine & metabolic disorders · 2022Review
- Distinct whole-blood transcriptome profile of children with metabolic healthy overweight/obesity compared to metabolic unhealthy overweight/obesity.Pediatric research · 2021Article
- Bidirectional association of neurodevelopment with growth: a prospective cohort study.BMC pediatrics · 2021Article
- Prefrontal Cortex and Amygdala Subregion Morphology Are Associated With Obesity and Dietary Self-control in Children and Adolescents.Frontiers in human neuroscience · 2020Article
- Inflammation and Cognition in Children and Adolescents: A Call for Action.Frontiers in pediatrics · 2020Article
- Application of Exercised-based Pre-rehabilitation in Perioperative Period of Patients with Gastric Cancer.Open medicine (Warsaw, Poland) · 2019Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
14 authors at 6 institutions in 5 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionChronic 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.
methodsA 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.
resultsIL-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).
conclusionsInflammation 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.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.