Evidence map›Paper›PMID 31330300›Full record

ArticleBrain, behavior, and immunity2019

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

Mireia Adelantado-Renau, Irene Esteban-Cornejo, María Rodriguez-Ayllon, Cristina Cadenas-Sanchez, Jose Juan Gil-Cosano, Jose Mora-Gonzalez, Patricio Solis-Urra, Juan Verdejo-Román, Concepción M Aguilera, María Victoria Escolano-Margarit and 4 more

2 registry-linked trialsOpen access · greenAbstract read
PubMed Publisher
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
2.4field-weighted citation impact, top 11% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

NCT04841668 completedstarted 2021, after this paper: background citation

Gut-Brain-axis: Targets for Improvement of Cognition in the Elderly

Ran2021Enrolled50Registered outcomes51Posted comparisons0ConditionsType 2 Diabetes MellitusArmsMetformin
Open the trial in the graph
NCT02295072 nacompletednot on this map

ActiveBrains: Effects of an Exercise-based Randomized Controlled Trial on Cognition, Brain Structure and Brain Function in Overweight/Obese Preadolescent Children

TypeinterventionalSponsorUniversidad de GranadaRan2014 to 2017Enrolled110ConditionsCognitive Function 1, Social, Mental Health Wellness 1, Obesity, OverweightArmsA 5-months physical exercise-based program
3 · Its place in the literature

Who cites it

16 citing papers in PubMed, 31 citations in OpenAlex.

  1. Article
  2. 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 · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors at 6 institutions in 5 countries.

Mireia Adelantado-RenauLIFE Research Group, University Jaume I, Castellon, Spain. Electronic address: adelantm@uji.es.
Irene Esteban-CornejoPROFITH "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.
María Rodriguez-AyllonPROFITH "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.
Cristina Cadenas-SanchezPROFITH "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.
Jose Juan Gil-CosanoPROFITH "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.
Jose Mora-GonzalezPROFITH "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.
Patricio Solis-UrraPROFITH "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; IRyS Research Group, School of Physical Education, Pontificia Universidad Católica de Valparaíso, Valparaiso, Chile.
Juan Verdejo-RománLaboratory of Cognitive and Computational Neuroscience (UCM-UPM), Centre for Biomedical Technology (CTB), Madrid, Spain; Mind, Brain, and Behavior Research Center-CIMCYC, University of Granada, Granada, Spain.
Concepción M AguileraDepartment of Biochemistry and Molecular Biology II, Institute of Nutrition and Food Technology, Center for Biomedical Research, University of Granada, Granada, Spain; CIBER Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Madrid, Spain; Instituto de Investigación Biosanitaria ibs, Granada, Spain.
María Victoria Escolano-MargaritHospital Universitario San Cecilio, Granada, Spain.
Antonio Verdejo-GarciaSchool of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Melbourne, VIC, Australia.
Andrés CatenaDepartment of Experimental Psychology, Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, Granada, Spain.
Diego Moliner-UrdialesLIFE Research Group, University Jaume I, Castellon, Spain.
Francisco B OrtegaPROFITH "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; Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden.
Universidad de Granada · ESUniversitat Jaume I · ESCentre for Plant Biotechnology and Genomics · ESCentro de Investigación Biomédica en Red · ESInstituto de Investigación Biosanitaria de Granada · ESMonash University · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Academic SuccessBiomarkersBrainChildC-Reactive ProteinCross-Sectional StudiesEmotional IntelligenceExecutive FunctionFemaleGray MatterHumansInflammationInterleukin-6Leukocyte CountMagnetic Resonance ImagingMaleBiomarkersC-Reactive ProteinInterleukin-6Adaptive functioningBrain structureCognitionInflammationMental healthSchool performance

Identifiers

PMID31330300
OpenAlexW2963340008

What Socratic holds

Textmetadata
Read underepoch 390

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.