Frontiers in Endocrinology (Dec 2022)
Progression of metabolic syndrome and associated cardiometabolic risk factors from prepuberty to puberty in children: The PUBMEP study
- Carmela de Lamas,
- Carmela de Lamas,
- Anton Kalén,
- Anton Kalén,
- Augusto Anguita-Ruiz,
- Augusto Anguita-Ruiz,
- Augusto Anguita-Ruiz,
- Augusto Anguita-Ruiz,
- Alexandra Pérez-Ferreirós,
- Alexandra Pérez-Ferreirós,
- Rosaura Picáns-Leis,
- Rosaura Picáns-Leis,
- Rosaura Picáns-Leis,
- Katherine Flores,
- Katherine Flores,
- Luis A. Moreno,
- Luis A. Moreno,
- Luis A. Moreno,
- Gloria Bueno,
- Gloria Bueno,
- Gloria Bueno,
- Gloria Bueno,
- Ángel Gil,
- Ángel Gil,
- Ángel Gil,
- Mercedes Gil-Campos,
- Mercedes Gil-Campos,
- Concepción M. Aguilera,
- Concepción M. Aguilera,
- Concepción M. Aguilera,
- Rosaura Leis,
- Rosaura Leis,
- Rosaura Leis,
- Rosaura Leis
Affiliations
- Carmela de Lamas
- Unit of Investigation in Human Nutrition, Growth and Development of Galicia (GALINUT), University of Santiago de Compostela (USC), Santiago de Compostela, Spain
- Carmela de Lamas
- Pediatric Nutrition Research Group, Institute of Sanitary Research of Santiago de Compostela (IDIS), University Clinical Hospital of Santiago - University of Santiago de Compostela (CHUS–USC), Santiago de Compostela, Spain
- Anton Kalén
- Unit of Investigation in Human Nutrition, Growth and Development of Galicia (GALINUT), University of Santiago de Compostela (USC), Santiago de Compostela, Spain
- Anton Kalén
- Pediatric Nutrition Research Group, Institute of Sanitary Research of Santiago de Compostela (IDIS), University Clinical Hospital of Santiago - University of Santiago de Compostela (CHUS–USC), Santiago de Compostela, Spain
- Augusto Anguita-Ruiz
- Department of Biochemistry and Molecular Biology II, Institute of Nutrition and Food Technology “José Mataix”, Center of Biomedical Research, University of Granada, Armilla, Granada, Spain
- Augusto Anguita-Ruiz
- Instituto de Investigación Biosanitaria ibs, Granada, Spain
- Augusto Anguita-Ruiz
- The Center for Biomedical Research Network Physiopathology of Obesity and Nutrition (CIBEROBN), Institute of Health Carlos III (ISCIII), Madrid, Spain
- Augusto Anguita-Ruiz
- Institute for Global Health (ISGlobal), Barcelona, Spain
- Alexandra Pérez-Ferreirós
- Unit of Investigation in Human Nutrition, Growth and Development of Galicia (GALINUT), University of Santiago de Compostela (USC), Santiago de Compostela, Spain
- Alexandra Pérez-Ferreirós
- Pediatric Nutrition Research Group, Institute of Sanitary Research of Santiago de Compostela (IDIS), University Clinical Hospital of Santiago - University of Santiago de Compostela (CHUS–USC), Santiago de Compostela, Spain
- Rosaura Picáns-Leis
- Unit of Investigation in Human Nutrition, Growth and Development of Galicia (GALINUT), University of Santiago de Compostela (USC), Santiago de Compostela, Spain
- Rosaura Picáns-Leis
- Pediatric Nutrition Research Group, Institute of Sanitary Research of Santiago de Compostela (IDIS), University Clinical Hospital of Santiago - University of Santiago de Compostela (CHUS–USC), Santiago de Compostela, Spain
- Rosaura Picáns-Leis
- Unit of Pediatric Gastroenterology, Hepatology and Nutrition, Pediatric Service, University Clinical Hospital of Santiago (CHUS), Santiago de Compostela, Spain
- Katherine Flores
- The Center for Biomedical Research Network Physiopathology of Obesity and Nutrition (CIBEROBN), Institute of Health Carlos III (ISCIII), Madrid, Spain
- Katherine Flores
- Metabolism and Investigation Unit, Reina Sofia University Hospital, Maimónides Institute for Biomedical Research of Córdoba (IMIBIC), University of Córdoba, Córdoba, Spain
- Luis A. Moreno
- The Center for Biomedical Research Network Physiopathology of Obesity and Nutrition (CIBEROBN), Institute of Health Carlos III (ISCIII), Madrid, Spain
- Luis A. Moreno
- GENUD (Growth, Exercise, NUtrition and Development) Research group, University of Zaragoza, Institute of Sanitary Research of Aragón (IIS Aragón), Zaragoza, Spain
- Luis A. Moreno
- 0Agri-food Institute of Aragon (IA2), Zaragoza, Spain
- Gloria Bueno
- The Center for Biomedical Research Network Physiopathology of Obesity and Nutrition (CIBEROBN), Institute of Health Carlos III (ISCIII), Madrid, Spain
- Gloria Bueno
- GENUD (Growth, Exercise, NUtrition and Development) Research group, University of Zaragoza, Institute of Sanitary Research of Aragón (IIS Aragón), Zaragoza, Spain
- Gloria Bueno
- 0Agri-food Institute of Aragon (IA2), Zaragoza, Spain
- Gloria Bueno
- 1Unit of Pediatric Endocrinology, University Clinical Hospital Lozano Blesa, Zaragoza, Spain
- Ángel Gil
- Department of Biochemistry and Molecular Biology II, Institute of Nutrition and Food Technology “José Mataix”, Center of Biomedical Research, University of Granada, Armilla, Granada, Spain
- Ángel Gil
- Instituto de Investigación Biosanitaria ibs, Granada, Spain
- Ángel Gil
- The Center for Biomedical Research Network Physiopathology of Obesity and Nutrition (CIBEROBN), Institute of Health Carlos III (ISCIII), Madrid, Spain
- Mercedes Gil-Campos
- The Center for Biomedical Research Network Physiopathology of Obesity and Nutrition (CIBEROBN), Institute of Health Carlos III (ISCIII), Madrid, Spain
- Mercedes Gil-Campos
- Metabolism and Investigation Unit, Reina Sofia University Hospital, Maimónides Institute for Biomedical Research of Córdoba (IMIBIC), University of Córdoba, Córdoba, Spain
- Concepción M. Aguilera
- Department of Biochemistry and Molecular Biology II, Institute of Nutrition and Food Technology “José Mataix”, Center of Biomedical Research, University of Granada, Armilla, Granada, Spain
- Concepción M. Aguilera
- Instituto de Investigación Biosanitaria ibs, Granada, Spain
- Concepción M. Aguilera
- The Center for Biomedical Research Network Physiopathology of Obesity and Nutrition (CIBEROBN), Institute of Health Carlos III (ISCIII), Madrid, Spain
- Rosaura Leis
- Unit of Investigation in Human Nutrition, Growth and Development of Galicia (GALINUT), University of Santiago de Compostela (USC), Santiago de Compostela, Spain
- Rosaura Leis
- Pediatric Nutrition Research Group, Institute of Sanitary Research of Santiago de Compostela (IDIS), University Clinical Hospital of Santiago - University of Santiago de Compostela (CHUS–USC), Santiago de Compostela, Spain
- Rosaura Leis
- The Center for Biomedical Research Network Physiopathology of Obesity and Nutrition (CIBEROBN), Institute of Health Carlos III (ISCIII), Madrid, Spain
- Rosaura Leis
- Unit of Pediatric Gastroenterology, Hepatology and Nutrition, Pediatric Service, University Clinical Hospital of Santiago (CHUS), Santiago de Compostela, Spain
- DOI
- https://doi.org/10.3389/fendo.2022.1082684
- Journal volume & issue
-
Vol. 13
Abstract
IntroductionMetabolic 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.MethodsLongitudinal 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.ResultsA 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).DiscussionControlling obesity and cardiometabolic risk factors, especially HOMA-IR and blood pressure, in children during the prepubertal stage appears critical to preventing pubertal MetS effectively.
Keywords