RT journal article T1 Mediation Role of Physical Fitness and Its Components on the Association Between Distribution-Related Fat Indicators and Adolescents' Cognitive Performance: Exploring the Influence of School Vulnerability. The Cogni-Action Project A1 Hernández-Jaña, Sam A1 Sanchez-Martinez, Javier A1 Solis-Urra, Patricio A1 Esteban-Cornejo, Irene A1 Castro Piñero, José A1 Sadarangani, Kabir P. A1 Aguilar-Farias, Nicolas A1 Ferrari, Gerson A1 Cristi-Montero, Carlos A2 Didáctica de la Educación FísicaPlástica y Musical K1 cognition K1 physical activity K1 children K1 school K1 obesity K1 fatness K1 fat distribution AB Background: Physical fitness and fatness converge simultaneously modulating cognitive skills, which in turn, are associated with children and adolescents' socioeconomic background. However, both fitness components and fat mass localization are crucial for understanding its implication at the cognitive level.Objective: This study aimed to determine the mediation role of a global physical fitness score and its components on the association between different fatness indicators related to fat distribution and adolescents' cognitive performance, and simultaneously explore the influence of school vulnerability.Methods: In this study, 1,196 Chilean adolescents participated (aged 10-14; 50.7% boys). Cardiorespiratory fitness (CRF), muscular fitness (MF), and speed-agility fitness (SAF) were evaluated, and a global fitness score (GFS) was computed adjusted for age and sex (CRF + MF + SAF z-scores). Body mass index z-score (BMIz), sum-of-4-skinfolds (4SKF), and waist-to-height ratio (WHtR) were used as non-specific, peripheral, and central adiposity indicators, respectively. A global cognitive score was computed based on eight tasks, and the school vulnerability index (SVI) was registered as high, mid or low. A total of 24 mediation analyses were performed according to two models, adjusted for sex and peak high velocity (Model 1), and adding the school vulnerability index (SVI) in Model 2. The significance level was set at p < 0.05.Results: The fitness mediation role was different concerning the fatness indicators related to fat distribution analyzed. Even after controlling for SVI, CRF (22%), and SAF (29%), but not MF, mediated the association between BMIz and cognitive performance. Likewise, CRF, SAF and GFS, but not MF, mediated the association between WHtR and cognitive performance (38.6%, 31.9%, and 54.8%, respectively). No mediations were observed for 4SKF.Conclusion: The negative association between fatness and cognitive performance is mitigated by the level of adolescents' physical fitness, mainly CRF and SAF. This mediation role seems to be more consistent with a central fat indicator even in the presence of school vulnerability. Strategies promoting physical fitness would reduce the cognitive gap in children and adolescents related to obesity and school vulnerability. PB FRONTIERS MEDIA SA SN 1662-5153 YR 2021 FD 2021-09 LK http://hdl.handle.net/10498/25826 UL http://hdl.handle.net/10498/25826 LA eng NO The ``Cogni-Action Project'' was supported by the National Commission for Scientific and Technological Research CONICYT/FONDECYT INICIACION 2016 grant no. 11160703. IE-C was supported by the Spanish Ministry of Science and Innovation (RYC2019-027287-I). DS Repositorio Institucional de la Universidad de Cádiz RD 12-nov-2026