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

被引:42
作者
Elias-Lopez, Daniel [1 ,2 ]
Vargas-Vazquez, Arsenio [1 ,3 ]
Mehta, Roopa [1 ,2 ]
Cruz Bautista, Ivette [1 ]
Del Razo Olvera, Fabiola [1 ]
Gomez-Velasco, Donaji [1 ]
Almeda Valdes, Paloma [1 ,2 ]
Aguilar-Salinas, Carlos A. [1 ,2 ,4 ,5 ]
机构
[1] Inst Nacl Ciencias Med & Nutr Salvador Zubiran, Unidad Invest Enfermedades Metab, Vasco Quiroga 15, Mexico City 14080, DF, Mexico
[2] Inst Nacl Ciencias Med & Nutr Salvador Zubiran, Dept Endocrinol & Metab, Mexico City, DF, Mexico
[3] Univ Nacl Autonoma Mexico, MD PhD PECEM Program, Fac Med, Mexico City, DF, Mexico
[4] Inst Tecnol & Estudios Super Monterrey Tec Salud, Mexico City, DF, Mexico
[5] Inst Nacl Ciencias Med & Nutr Salvador Zubiran, Div Nutr, Mexico City, DF, Mexico
关键词
Obesity; Metabolically healthy obesity (MHO); Metabolically unhealthy obesity (MUHO); Cardiometabolic diseases; Metabolic health;
D O I
10.1186/s12902-021-00754-1
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
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.
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页数:12
相关论文
共 45 条
[1]   Predicting the development of the metabolically healthy obese phenotype [J].
Achilike, I. ;
Hazuda, H. P. ;
Fowler, S. P. ;
Aung, K. ;
Lorenzo, C. .
INTERNATIONAL JOURNAL OF OBESITY, 2015, 39 (02) :228-234
[2]  
Aguilar Salinas CA., 2018, OBESIDAD MEXICO ESTA
[3]   Distribution of paternal lineages in Mestizo populations throughout Mexico: an in silico study based on Y-STR haplotypes [J].
Aguilar-Velazquez, J. A. ;
Rangel-Villalobos, H. .
JOURNAL OF HUMAN GENETICS, 2021, 66 (03) :327-332
[4]  
[Anonymous], 2020, ENSANUT INSP MX
[5]   Diabetes and Cardiovascular Disease Outcomes in the Metabolically Healthy Obese Phenotype [J].
Appleton, Sarah L. ;
Seaborn, Christopher J. ;
Visvanathan, Renuka ;
Hill, Catherine L. ;
Gill, Tiffany K. ;
Taylor, Anne W. ;
Adams, Robert J. .
DIABETES CARE, 2013, 36 (08) :2388-2394
[6]   Development and validation of a predictive model for incident type 2 diabetes in middle-aged Mexican adults: the metabolic syndrome cohort [J].
Arellano-Campos, Olimpia ;
Gomez-Velasco, Donaji V. ;
Bello-Chavolla, Omar Yaxmehen ;
Cruz-Bautista, Ivette ;
Melgarejo-Hernandez, Marco A. ;
Munoz-Hernandez, Liliana ;
Guillen, Luz E. ;
de Jesus Garduno-Garcia, Jose ;
Alvirde, Ulices ;
Ono-Yoshikawa, Yukiko ;
Choza-Romero, Ricardo ;
Sauque-Reyna, Leobardo ;
Eugenia Garay-Sevilla, Maria ;
Manuel Malacara-Hernandez, Juan ;
Teresa Tusie-Luna, Maria ;
Miguel Gutierrez-Robledo, Luis ;
Gomez-Perez, Francisco J. ;
Rojas, Rosalba ;
Aguilar-Salinas, Carlos A. .
BMC ENDOCRINE DISORDERS, 2019, 19 (1)
[7]   Risk of Developing Diabetes and Cardiovascular Disease in Metabolically Unhealthy Normal-Weight and Metabolically Healthy Obese Individuals [J].
Aung, Koko ;
Lorenzo, Carlos ;
Hinojosa, Marco A. ;
Haffner, Steven M. .
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2014, 99 (02) :462-468
[8]   Metabolically healthy obesity and risk of incident type 2 diabetes: a meta-analysis of prospective cohort studies [J].
Bell, J. A. ;
Kivimaki, M. ;
Hamer, M. .
OBESITY REVIEWS, 2014, 15 (06) :504-515
[9]   The Natural Course of Healthy Obesity Over 20 Years [J].
Bell, Joshua A. ;
Hamer, Mark ;
Sabia, Severine ;
Singh-Manoux, Archana ;
Batty, G. David ;
Kivimaki, Mika .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2015, 65 (01) :101-102
[10]   Metabolically Healthy Obesity [J].
Blueher, Matthias .
ENDOCRINE REVIEWS, 2020, 41 (03) :405-420