89672 20220525082808.0 doi 10.3390/nu12051288 sideral 117781 ART-2020-117781 eng Leis, Rosaura Cluster Analysis of Physical Activity Patterns, and Relationship with Sedentary Behavior and Healthy Lifestyles in Prepubertal Children: Genobox Cohort 2020 Access copy available to the general public Unrestricted Sedentary habits during childhood are associated with adverse health outcomes. The aim of this work was to cluster lifestyle behaviors and metabolic biomarkers to establish different patterns in children. Their physical and sedentary activities were evaluated by accelerometry, and questionnaires that included lifestyle behaviors, such as adherence to a Mediterranean diet, anthropometry and blood biochemical markers. Cluster analysis was performed to establish different groups based on physical activity levels. A total of 489 children were finally selected. Cluster 1 included children with a mostly sedentary state, whereas Cluster 3 included the most active children and Cluster 2 included children that did not fit into either the sedentary or the highly active groups. In Cluster 3, 56% of children were in a sports club, and a lower percentage used electronic devices in their rooms compared to the other groups. Cluster 1 children exhibited higher insulin, HOMA-IR and triacylglycerides with respect to the other groups. No differences were found regarding adherence to a Mediterranean diet. The choice to practice an extracurricular sport could be an influencing factor to increase exercise and ensure an active lifestyle in children. Reducing or limiting screen time mainly in children''s rooms could contribute to an active lifestyle. info:eu-repo/grantAgreement/ES/ISCIII/i-PFIS-IFI17-00048 info:eu-repo/grantAgreement/ES/ISCIII/PI051968 info:eu-repo/grantAgreement/ES/ISCIII/PI11-02042 info:eu-repo/grantAgreement/ES/ISCIII/PI16-00871 info:eu-repo/grantAgreement/ES/ISCIII/RETICS-RD12-0026-0015 info:eu-repo/semantics/openAccess by http://creativecommons.org/licenses/by/3.0/es/ 5.717 2020 NUTRITION & DIETETICS 17 / 88 = 0.193 2020 Q1 T1 1.417 2020 Nutrition and Dietetics 2020 Q1 Food Science 2020 Q1 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Jurado-Castro, José Manuel Llorente-Cantarero, Francisco J. Anguita-Ruiz, Augusto Rupérez, Azahara Iris Universidad de Zaragoza (orcid)0000-0002-3850-8235 Bedoya-Carpente, Juan J. Vázquez-Cobela, Rocío Aguilera, Concepción M. Bueno, Gloria Universidad de Zaragoza (orcid)0000-0002-0902-387X Gil-Campos, Mercedes 1006 255 Universidad de Zaragoza Dpto. Fisiatría y Enfermería Área Enfermería 1011 670 Universidad de Zaragoza Dpto. Microb.Ped.Radio.Sal.Pú. Área Pediatría 12, 5 (2020), 1288 [14 pp.] NUTRIENTS NUTRIENTS 2072-6643 910275 http://zaguan.unizar.es/record/89672/files/texto_completo.pdf Versión publicada 481443 http://zaguan.unizar.es/record/89672/files/texto_completo.jpg?subformat=icon icon Versión publicada oai:zaguan.unizar.es:89672 articulos driver 2022-05-25-08:25:58 ARTICLE