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Physical fitness and brain source localization during a working memory task in children with overweight/obesity: The ActiveBrains project
Indexado
WoS WOS:000582223800001
Scopus SCOPUS_ID:85093930132
DOI 10.1111/DESC.13048
Año 2021
Tipo artículo de investigación

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


Abstract



The present study aims (i) to examine the association of physical fitness components (i.e., cardiorespiratory fitness, speed-agility, and muscular fitness) with brain current source density during working memory; and (ii) to examine whether fitness-related current density was associated to working memory performance and academic achievement. Eighty-five children with overweight/obesity aged 8-11 years participated in this cross-sectional study. Physical fitness components were assessed using the ALPHA test battery. Electroencephalography recordings were performed during a Delayed Non-Match-to-Sample task that assessed working memory. Brain source analysis was carried out using sLORETA to estimate regional current source density differences between high and low (H-L) working memory loads. Academic achievement was measured by the Spanish version of the Woodcock-Johnson III test battery. The main results showed that higher cardiorespiratory fitness was associated with higher H-L current density differences in frontal, limbic, and occipital regions during encoding and maintenance task's phases (beta >= 0.412, p <= 0.019). A limbic area was further related to better working memory performance (beta=0.267, p = 0.005). During retrieval, higher cardiorespiratory fitness was also associated with higher current density in temporal regions (beta=0.265, p = 0.013), whereas lower muscular fitness was associated with higher current density in frontal regions (beta=-0.261, p = 0.016). Our results suggest that cardiorespiratory fitness, but not speed-agility nor muscular fitness, is positively associated with brain current source density during working memory processes in children with overweight/obesity. Fitness-related current density differences in limbic regions were associated with better working memory.

Revista



Revista ISSN
Developmental Science 1363-755X

Métricas Externas



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Disciplinas de Investigación



WOS
Psychology, Experimental
Psychology, Developmental
Psychology, Development
Scopus
Sin Disciplinas
SciELO
Sin Disciplinas

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Publicaciones WoS (Ediciones: ISSHP, ISTP, AHCI, SSCI, SCI), Scopus, SciELO Chile.

Colaboración Institucional



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Autores - Afiliación



Ord. Autor Género Institución - País
1 Mora-Gonzalez, Jose Hombre UNIV GRANADA - España
Univ North Carolina Charlotte - Estados Unidos
Universidad de Granada - España
The University of North Carolina at Charlotte - Estados Unidos
2 Esteban-Cornejo, Irene Mujer UNIV GRANADA - España
Universidad de Granada - España
3 Migueles, Jairo H. Hombre UNIV GRANADA - España
Universidad de Granada - España
4 Rodriguez-Ayllon, Maria Mujer UNIV GRANADA - España
Universidad de Granada - España
5 Molina-Garcia, Pablo Hombre UNIV GRANADA - España
Univ Leuven - Bélgica
Universidad de Granada - España
KU Leuven - Bélgica
Departement Revalidatiewetenschappen - Bélgica
6 Cadenas-Sanchez, Cristina Mujer UNIV GRANADA - España
Univ Publ Navarra - España
Universidad de Granada - España
Universidad Pública de Navarra - España
7 Solis-Urra, Patricio Hombre UNIV GRANADA - España
Pontificia Universidad Católica de Valparaíso - Chile
Universidad de Granada - España
8 Plaza-Florido, Abel Hombre UNIV GRANADA - España
Universidad de Granada - España
9 Kramer, Arthur Hombre Northeastern Univ - Estados Unidos
UNIV ILLINOIS - Estados Unidos
University of Illinois at Urbana-Champaign - Estados Unidos
Northeastern University - Estados Unidos
University of Illinois Urbana-Champaign - Estados Unidos
10 ERICKSON, KIRK, I Hombre Univ Pittsburgh - Estados Unidos
University of Pittsburgh - Estados Unidos
University of Pittsburgh School of Medicine - Estados Unidos
11 Hillman, Charles H. Hombre Northeastern Univ - Estados Unidos
Northeastern University - Estados Unidos
12 Catena, Andres Hombre UNIV GRANADA - España
Universidad de Granada - España
13 Ortega, Francisco B. Hombre UNIV GRANADA - España
Universidad de Granada - España

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Financiamiento



Fuente
Ministerio de Economía y Competitividad
Comisión Nacional de Investigación Científica y Tecnológica
Ministerio de Educación, Cultura y Deporte
European Regional Development Fund
Ministerio de Ciencia e Innovación
Junta de Andalucía
Federación Española de Enfermedades Raras
Instituto de Salud Carlos III
Fundacion Alicia Koplowitz
CONICYT/BECAS
Universidad de Granada
Horizon 2020 Framework Programme
Spanish Ministry of Education, Culture and Sport
BECAS
EXERNET Research Network on Exercise and Health in Special Populations
European Union’s Horizon 2020 research and innovation program
Northeastern University
Spanish Ministry of Economy and Competitiveness/FEDER
Sub-Directorate General for Research Assessment and Promotion
ISCIII‐ Sub‐Directorate General for Research Assessment and Promotion
Conserjería de Conocimiento, Investigación y Universidades
Conserjer?a de Conocimiento, Investigaci?n y Universidades

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Agradecimientos



Agradecimiento
Fundacion Alicia Koplowitz; Comision Nacional de Investigacion Cientifica y Tecnologica, Grant/Award Number: Chile/72180543; Universidad de Granada; European Regional Development Fund, Grant/Award Number: SOMM17/6107/UGR; Ministerio de Educacion, Cultura y Deporte, Grant/Award Number: FPU15/02645 and FPU16/02760; Horizon 2020 Framework Programme, Grant/Award Number: 667302; Ministerio de Economia y Competitividad, Grant/Award Number: DEP2013-47540, DEP2016-79512-R, DEP2017-91544-EXP and RYC-2011-09011; Ministerio de Ciencia e Innovacion, Grant/Award Number: FJC2018-037925-I
The ActiveBrains project was funded by the Spanish Ministry of Economy and Competitiveness/FEDER (DEP2013-47540, DEP2016-79512-R, RYC-2011-09011, DEP2017-91544-EXP, RTI2018-095284-J-100). JHM and AP-F are supported by the Spanish Ministry of Education, Culture and Sport (FPU15/02645 and FPU16/02760, respectively). JM-G received also a scholarship from the Spanish Ministry of Education, Culture and Sport (EST17/00455) for a brief stay in the Northeastern University, Boston, MA, United States. IE-C is supported by a grant from the Alicia Koplowitz Foundation. CC-S is supported by a grant from the Spanish Ministry of Science and Innovation (FJC2018-037925-I). PM-G is supported by a grant from European Union’s Horizon 2020 research and innovation program (No 667302). PS-U is supported by a grant from CONICYT/BECAS Chile/72180543. Additional support was obtained from the University of Granada, Plan Propio de Investigación 2016, Excellence actions: Units of Excellence, Unit of Excellence on Exercise and Health (UCEES); and by the Junta de Andalucía, Conserjería de Conocimiento, Investigación y Universidades and European Regional Development Fund (ERDF) (Ref. SOMM17/6107/UGR). In addition, funding was provided by the SAMID III network, RETICS, funded by the PN I + D+I 2017-2021 (Spain), ISCIII- Sub-Directorate General for Research Assessment and Promotion, the European Regional Development Fund (ERDF) (Ref. RD16/0022) and the EXERNET Research Network on Exercise and Health in Special Populations (DEP2005-00046/ACTI). This work is part of Ph.D. Thesis conducted in the Biomedicine Doctoral Studies of the University of Granada, Spain. We thank all the families participating in the ActiveBrains. We also acknowledge everyone who helped with the data collection and all of the members involved in the field-work for their effort, enthusiasm, and support. The authors declare no competing financial interests.

Muestra la fuente de financiamiento declarada en la publicación.