RT Journal Article T1 Progression of metabolic syndrome and associated cardiometabolic risk factors from prepuberty to puberty in children: The PUBMEP study A1 Lamas, Carmela de A1 Kalén, Anton A1 Ruiz Anguita, Augusto A1 Pérez Ferreirós, Alexandra A1 Picáns Leis, Rosaura A1 Flores, Katherine A1 Moreno, Luis A. A1 Bueno, Gloria A1 Gil, Ángel A1 Gil Campos, Mercedes A1 Aguilera, Concepción M. A1 Leis Trabazo, María Rosaura K1 adolescent K1 cardiometabolic risk factors K1 child K1 metabolic syndrome K1 obesity K1 overweight K1 puberty AB Introduction: Metabolic syndrome (MetS) is a cluster of clinical and metabolic alterations related to the risk of cardiovascular diseases (CVD). Metabolic changes occurring during puberty, especially in children with overweight and obesity, can influence the risk of developing chronic diseases, especially CVD. Methods: Longitudinal study based on the follow-up until puberty of a cohort of 191 prepubertal Spanish boys and girls without congenital, chronic, or inflammatory diseases: undernutrition: or intake of any drug that could alter blood glucose, blood pressure, or lipid metabolism. The following parameters were used to determine the presence of MetS: obesity, hypertension, hyperglycemia, hypertriglyceridemia, and low HDL-c. Results: A total of 75·5% of participants stayed in the same BMI category from prepuberty to puberty, whereas 6·3% increased by at least one category. The prevalence of MetS was 9·1% (prepubertal stage) and 11·9% (pubertal stage). The risk of presenting alterations in puberty for systolic blood pressure (SBP), plasma triacylglycerols, HDL cholesterol (HDL-c), and HOMA-IR was significantly higher in those participants who had the same alterations in prepuberty. MetS prevalence in puberty was predicted by sex and levels of HOMA-IR, BMI-z, and waist circumference in the prepubertal stage, in the whole sample: in puberty, the predictors were levels of HOMA-IR, BMI-z, and diastolic blood pressure in participants with obesity. Two fast-and-frugal decision trees were built to predict the risk of MetS in puberty based on prepuberty HOMA-IR (cutoff 2·5), SBP (cutoff 106 mm of Hg), and TAG (cutoff 53 mg/dl). Discussion: Controlling obesity and cardiometabolic risk factors, especially HOMA-IR and blood pressure, in children during the prepubertal stage appears critical to preventing pubertal MetS effectively. PB Frontiers Media SN 1664-2392 YR 2022 FD 2022-12-19 LK https://hdl.handle.net/10347/45463 UL https://hdl.handle.net/10347/45463 LA eng NO de Lamas, C., Kalén, A., Anguita-Ruiz, A., Pérez-Ferreirós, A., Picáns-Leis, R., Flores, K., Moreno, L. A., Bueno, G., Gil, Á., Gil-Campos, M., Aguilera, C. M., & Leis, R. (2022). Progression of metabolic syndrome and associated cardiometabolic risk factors from prepuberty to puberty in children: The PUBMEP study. Frontiers in endocrinology, 13, 1082684. https://doi.org/10.3389/fendo.2022.1082684 DS Minerva RD 24 abr 2026