RT Journal Article T1 Association of Diet, Physical Activity Guidelines and Cardiometabolic Risk Markers in Children. A1 Gil-Campos, Mercedes A1 Pérez-Ferreirós, Alexandra A1 Llorente-Cantarero, Francisco Jesús A1 Anguita-Ruiz, Augusto A1 Bedoya-Carpente, Juan José A1 Kalén, Anton A1 Moreno, Luis A A1 Bueno, Gloria A1 Gil, Ángel A1 Aguilera, Concepción M A1 Leis, Rosaura K1 abdominal adiposity K1 cardiovascular diseases K1 child K1 child nutrition sciences K1 diet K1 exercise K1 metabolic syndrome K1 metabolism K1 obesity K1 pediatric obesity AB The aim was to identify different dietary and physical activity (PA) patterns in 5- to 14-year-old children with a high prevalence of overweight and obesity using cluster analysis based on their adherence to the Spanish Society of Community Nutrition dietary guidelines and levels of PA, and to determine their associations with age, sex, body composition, and cardiometabolic risk markers. In 549 children, hierarchical cluster analysis was used to identify subgroups with similar adherence to dietary recommendations and level of PA. Three clusters were identified: Cluster 1, with the lowest level of vigorous PA and adherence to dietary recommendations; Cluster 2, with the lowest levels of moderate and vigorous PA and the highest adherence to dietary recommendations; and Cluster 3, with the highest level of PA, especially vigorous PA and a medium level adherence to dietary recommendations. Cluster 3 had lower total body fat and higher lean body mass percentages than Cluster 2. Cluster 2 had lower high-density lipoprotein cholesterol and higher low-density lipoprotein cholesterol levels than Cluster 1. The results from our study suggest that it is important to consider adherence to PA recommendations together with adherence to dietary guidelines to understand patterns of obesogenic habits in pediatric populations with high prevalence of overweight and obesity. YR 2021 FD 2021-08-25 LK https://hdl.handle.net/10668/26230 UL https://hdl.handle.net/10668/26230 LA en DS RISalud RD Apr 12, 2025