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| 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
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.
| 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 |
| 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 |
| 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. |