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Natural course of metabolically healthy phenotype and risk of developing Cardiometabolic diseases: a three years follow-up study

BACKGROUND: Whether the metabolically healthy obese (MHO) phenotype is a single, stable or a transitional, fluctuating state is currently unknown. The Mexican-Mestizo population has a genetic predisposition for the development of type 2 diabetes (T2D) and other cardiometabolic complications. Little...

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Autores principales: Elías-López, Daniel, Vargas-Vázquez, Arsenio, Mehta, Roopa, Cruz Bautista, Ivette, Del Razo Olvera, Fabiola, Gómez-Velasco, Donaji, Almeda Valdes, Paloma, Aguilar-Salinas, Carlos A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
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Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8080399/
https://www.ncbi.nlm.nih.gov/pubmed/33910543
http://dx.doi.org/10.1186/s12902-021-00754-1
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author Elías-López, Daniel
Vargas-Vázquez, Arsenio
Mehta, Roopa
Cruz Bautista, Ivette
Del Razo Olvera, Fabiola
Gómez-Velasco, Donaji
Almeda Valdes, Paloma
Aguilar-Salinas, Carlos A.
author_facet Elías-López, Daniel
Vargas-Vázquez, Arsenio
Mehta, Roopa
Cruz Bautista, Ivette
Del Razo Olvera, Fabiola
Gómez-Velasco, Donaji
Almeda Valdes, Paloma
Aguilar-Salinas, Carlos A.
author_sort Elías-López, Daniel
collection PubMed
description BACKGROUND: Whether the metabolically healthy obese (MHO) phenotype is a single, stable or a transitional, fluctuating state is currently unknown. The Mexican-Mestizo population has a genetic predisposition for the development of type 2 diabetes (T2D) and other cardiometabolic complications. Little is known about the natural history of metabolic health in this population. The aim of this study was to analyze the transitions over time among individuals with different degrees of metabolic health and body mass index, and evaluate the incidence of cardiometabolic outcomes according to phenotype. METHODS: The study population consisted of a metabolic syndrome cohort with at least 3 years of follow up. Participants were apparently-healthy urban Mexican adults ≥20 years with a body mass index (BMI) ≥20 kg/m2. Metabolically healthy phenotype was defined using the criteria of the National Cholesterol Education Program (NCEP) Adult Treatment Panel III (ATP III) metabolic syndrome criteria and the subjects were stratified into 4 groups according to their BMI and metabolic health. For cardiometabolic outcomes we estimated the incidence of cardiometabolic outcomes and standardized them per 1, 000 person-years of follow-up. Finally, to evaluate the risk for transition and development of cardiometabolic outcomes, we fitted Cox Proportional Hazard regression models. RESULTS: Amongst the 5541 subjects, 54.2% were classified as metabolically healthy and 45.8% as unhealthy. The MHO prevalence was 39.3%. Up to a third of the population changed from their initial category to another and the higher transition rate was observed in MHO (42.9%). We also found several novel factors associated to transition to metabolically unhealthy phenotype; socioeconomic status, number of pregnancies, a high carbohydrate intake, history of obesity and consumption of sweetened beverages. Similarly, visceral adipose tissue (VAT) was a main predictor of transition; loss of VAT ≥5% was associated with reversion from metabolically unhealthy to metabolically healthy phenotype (hazard ratio (HR) 1.545, 95%CI 1.266–1.886). Finally, we observed higher incidence rates and risk of incident T2D and hypertension in the metabolically unhealthy obesity (MUHO) and metabolically unhealthy lean (MUHL) phenotypes compared to MHO. CONCLUSIONS: Metabolic health is a dynamic and continuous process, at high risk of transition to metabolically unhealthy phenotypes over time. It is imperative to establish effective processes in primary care to prevent such transitions. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12902-021-00754-1.
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spelling pubmed-80803992021-04-29 Natural course of metabolically healthy phenotype and risk of developing Cardiometabolic diseases: a three years follow-up study Elías-López, Daniel Vargas-Vázquez, Arsenio Mehta, Roopa Cruz Bautista, Ivette Del Razo Olvera, Fabiola Gómez-Velasco, Donaji Almeda Valdes, Paloma Aguilar-Salinas, Carlos A. BMC Endocr Disord Research Article BACKGROUND: Whether the metabolically healthy obese (MHO) phenotype is a single, stable or a transitional, fluctuating state is currently unknown. The Mexican-Mestizo population has a genetic predisposition for the development of type 2 diabetes (T2D) and other cardiometabolic complications. Little is known about the natural history of metabolic health in this population. The aim of this study was to analyze the transitions over time among individuals with different degrees of metabolic health and body mass index, and evaluate the incidence of cardiometabolic outcomes according to phenotype. METHODS: The study population consisted of a metabolic syndrome cohort with at least 3 years of follow up. Participants were apparently-healthy urban Mexican adults ≥20 years with a body mass index (BMI) ≥20 kg/m2. Metabolically healthy phenotype was defined using the criteria of the National Cholesterol Education Program (NCEP) Adult Treatment Panel III (ATP III) metabolic syndrome criteria and the subjects were stratified into 4 groups according to their BMI and metabolic health. For cardiometabolic outcomes we estimated the incidence of cardiometabolic outcomes and standardized them per 1, 000 person-years of follow-up. Finally, to evaluate the risk for transition and development of cardiometabolic outcomes, we fitted Cox Proportional Hazard regression models. RESULTS: Amongst the 5541 subjects, 54.2% were classified as metabolically healthy and 45.8% as unhealthy. The MHO prevalence was 39.3%. Up to a third of the population changed from their initial category to another and the higher transition rate was observed in MHO (42.9%). We also found several novel factors associated to transition to metabolically unhealthy phenotype; socioeconomic status, number of pregnancies, a high carbohydrate intake, history of obesity and consumption of sweetened beverages. Similarly, visceral adipose tissue (VAT) was a main predictor of transition; loss of VAT ≥5% was associated with reversion from metabolically unhealthy to metabolically healthy phenotype (hazard ratio (HR) 1.545, 95%CI 1.266–1.886). Finally, we observed higher incidence rates and risk of incident T2D and hypertension in the metabolically unhealthy obesity (MUHO) and metabolically unhealthy lean (MUHL) phenotypes compared to MHO. CONCLUSIONS: Metabolic health is a dynamic and continuous process, at high risk of transition to metabolically unhealthy phenotypes over time. It is imperative to establish effective processes in primary care to prevent such transitions. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12902-021-00754-1. BioMed Central 2021-04-28 /pmc/articles/PMC8080399/ /pubmed/33910543 http://dx.doi.org/10.1186/s12902-021-00754-1 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research Article
Elías-López, Daniel
Vargas-Vázquez, Arsenio
Mehta, Roopa
Cruz Bautista, Ivette
Del Razo Olvera, Fabiola
Gómez-Velasco, Donaji
Almeda Valdes, Paloma
Aguilar-Salinas, Carlos A.
Natural course of metabolically healthy phenotype and risk of developing Cardiometabolic diseases: a three years follow-up study
title Natural course of metabolically healthy phenotype and risk of developing Cardiometabolic diseases: a three years follow-up study
title_full Natural course of metabolically healthy phenotype and risk of developing Cardiometabolic diseases: a three years follow-up study
title_fullStr Natural course of metabolically healthy phenotype and risk of developing Cardiometabolic diseases: a three years follow-up study
title_full_unstemmed Natural course of metabolically healthy phenotype and risk of developing Cardiometabolic diseases: a three years follow-up study
title_short Natural course of metabolically healthy phenotype and risk of developing Cardiometabolic diseases: a three years follow-up study
title_sort natural course of metabolically healthy phenotype and risk of developing cardiometabolic diseases: a three years follow-up study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8080399/
https://www.ncbi.nlm.nih.gov/pubmed/33910543
http://dx.doi.org/10.1186/s12902-021-00754-1
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