A novel criterion of metabolically healthy obesity could effectively identify individuals with low cardiovascular risk among Chinese cohort

Background and objective Obesity has become a serious public health problem and brings a heavy burden of cardiovascular disease. Metabolically healthy obesity (MHO) is defined as individuals with obesity with no or only minor metabolic complications. Whether individuals with MHO have a lower cardiovascular risk remains controversial. In this study, a new criterion was used to define MHO and assess its predictive value for cardiovascular events and death. At the same time, the new criterion and the traditional criterion are compared to analyze the differences between different diagnostic criteria. Methods A prospective cohort was established in northeast rural China from 2012 to 2013. Follow-up was conducted in 2015 and 2018 to investigate the incidence of cardiovascular events and survival. Subjects were grouped according to the metabolic health and obesity status. Kaplan-Meier curves were drawn to describe the cumulative risk of endpoint events in the four groups. Cox regression analysis model was constructed to evaluate the risk of endpoint events. Analysis of variance and post hoc analyses were used to calculate and compare differences in metabolic markers between MHO subjects diagnosed by novel and traditional criteria. Results A total of 9345 participants 35 years of age or older without a history of cardiovascular disease were included in this study. After a median follow-up of 4.66 years, the data showed that participants in the MHO group had no significant increase in the risk of composite cardiovascular events and stroke, but had a 162% increase in the risk of coronary heart disease (HR: 2.62; 95%CI: 1.21-5.67). However, when using conventional criteria for metabolic health, mMHO group had a 52% increase in combined CVD risk (HR: 1.52; 95%CI: 1.14-2.03). By comparing the differences of metabolic indicators between MHO subjects diagnosed by the two criteria, MHO subjects diagnosed by the new criterion had higher WC, WHR, TG, FPG, and lower HDL-C levels except for lower blood pressure, showing more exposure to cardiovascular risk factors. Conclusions The risk of combined CVD and stroke was not increased in MHO subjects. The new metabolic health criterion is superior to the traditional criterion and can effectively identify individuals with obesity with a lower risk of combined CVD. Blood pressure levels may be responsible for the inconsistent risk of combined CVD in MHO subjects diagnosed with both criteria.

[1]  W. Almahmeed,et al.  Obesity and cardiovascular disease: mechanistic insights and management strategies. A joint position paper by the World Heart Federation and World Obesity Federation. , 2022, European journal of preventive cardiology.

[2]  Jun Liu,et al.  Joint Association of Metabolic Health and Obesity with Ten-Year Risk of Cardiovascular Disease among Chinese Adults. , 2022, Biomedical and environmental sciences : BES.

[3]  Xiang-hui Zhang,et al.  Comparison of the Incidence of Cardiovascular Diseases in Weight Groups with Healthy and Unhealthy Metabolism , 2021, Diabetes, metabolic syndrome and obesity : targets and therapy.

[4]  J. Pell,et al.  Are people with metabolically healthy obesity really healthy? A prospective cohort study of 381,363 UK Biobank participants , 2021, Diabetologia.

[5]  M. Schulze,et al.  An Empirically Derived Definition of Metabolically Healthy Obesity Based on Risk of Cardiovascular and Total Mortality , 2021, JAMA network open.

[6]  Sathish Kumar Jayapal,et al.  Global Burden of Cardiovascular Diseases and Risk Factors, 1990–2019 , 2020, Journal of the American College of Cardiology.

[7]  J. Attia,et al.  Metabolically healthy overweight/obesity are associated with increased risk of cardiovascular disease in adults, even in the absence of metabolic risk factors: A systematic review and meta‐analysis of prospective cohort studies , 2020, Obesity reviews : an official journal of the International Association for the Study of Obesity.

[8]  Zhaoshen Li,et al.  The effects of transitions in metabolic health and obesity status on incident cardiovascular disease: Insights from a general Chinese population. , 2020, European journal of preventive cardiology.

[9]  Hsin-Hao Chen,et al.  The Association between Metabolically Healthy Obesity, Cardiovascular Disease, and All-Cause Mortality Risk in Asia: A Systematic Review and Meta-Analysis , 2020, International journal of environmental research and public health.

[10]  S. Klein,et al.  Metabolically healthy obesity: facts and fantasies. , 2019, The Journal of clinical investigation.

[11]  M. Schulze Metabolic health in normal-weight and obese individuals , 2018, Diabetologia.

[12]  L. Tse,et al.  The Prevalence of Metabolically Healthy and Unhealthy Obesity according to Different Criteria , 2019, Obesity Facts.

[13]  2. Classification and Diagnosis of Diabetes: Standards of Medical Care in Diabetes—2019 , 2018, Diabetes Care.

[14]  International Association for the Study of Obesity , 2018, The Grants Register 2019.

[15]  M. Delgado-Rodríguez,et al.  Systematic review and meta-analysis. , 2017, Medicina intensiva.

[16]  M. Schulze,et al.  Metabolically healthy obesity: the low-hanging fruit in obesity treatment? , 2017, The lancet. Diabetes & endocrinology.

[17]  J. Dartigues,et al.  Ideal Cardiovascular Health, Mortality, and Vascular Events in Elderly Subjects: The Three-City Study. , 2017, Journal of the American College of Cardiology.

[18]  F. Azizi,et al.  Cardiovascular risk in different obesity phenotypes over a decade follow-up: Tehran Lipid and Glucose Study. , 2017, Atherosclerosis.

[19]  M. Schulze,et al.  Metabolically healthy obesity and cardiovascular events: A systematic review and meta-analysis , 2016, European journal of preventive cardiology.

[20]  F. Azizi,et al.  Tehran Lipid and Glucose Study , 2016 .

[21]  Z. Li,et al.  Grim status of hypertension in rural China: results from Northeast China Rural Cardiovascular Health Study 2013. , 2015, Journal of the American Society of Hypertension : JASH.

[22]  J. Rey-Lopez,et al.  The prevalence of metabolically healthy obesity: a systematic review and critical evaluation of the definitions used , 2014, Obesity reviews : an official journal of the International Association for the Study of Obesity.

[23]  Z. Li,et al.  Prehypertension in Rural Northeastern China: Results From the Northeast China Rural Cardiovascular Health Study , 2014, Journal of clinical hypertension.

[24]  B. Zinman,et al.  Are Metabolically Healthy Overweight and Obesity Benign Conditions? , 2013, Annals of Internal Medicine.

[25]  Weili Zhang,et al.  Combined effect of obesity and cardio-metabolic abnormality on the risk of cardiovascular disease: a meta-analysis of prospective cohort studies. , 2013, International journal of cardiology.

[26]  H. J. Yoo,et al.  Higher mortality in metabolically obese normal‐weight people than in metabolically healthy obese subjects in elderly Koreans , 2013, Clinical endocrinology.

[27]  S. Czernichow,et al.  Metabolically Healthy Obesity and Risk of Mortality , 2013, Diabetes Care.

[28]  S. Blair,et al.  The intriguing metabolically healthy but obese phenotype: cardiovascular prognosis and role of fitness. , 2013, European heart journal.

[29]  T. Hartman,et al.  All-Cause Mortality Risk of Metabolically Healthy Obese Individuals in NHANES III , 2012, Journal of obesity.

[30]  G. Musso,et al.  Prognostic implications for insulin-sensitive and insulin-resistant normal-weight and obese individuals from a population-based cohort. , 2012, The American journal of clinical nutrition.

[31]  E. Stamatakis,et al.  Metabolically healthy obesity and risk of all-cause and cardiovascular disease mortality. , 2012, The Journal of clinical endocrinology and metabolism.

[32]  V. Basevi,et al.  Standards of Medical Care in Diabetes—2012 , 2011, Diabetes Care.

[33]  Yikyung Park,et al.  Body-mass index and mortality among 1.46 million white adults. , 2010, The New England journal of medicine.

[34]  A. Sharma M, M, M & M: a mnemonic for assessing obesity , 2010, Obesity reviews : an official journal of the International Association for the Study of Obesity.

[35]  P. McAuley,et al.  Cardiorespiratory fitness, adiposity, and all-cause mortality in women. , 2010, Medicine and science in sports and exercise.

[36]  J. Myers,et al.  Obesity paradox and cardiorespiratory fitness in 12,417 male veterans aged 40 to 70 years. , 2010, Mayo Clinic proceedings.

[37]  E. Ingelsson,et al.  Impact of Body Mass Index and the Metabolic Syndrome on the Risk of Cardiovascular Disease and Death in Middle-Aged Men , 2010, Circulation.

[38]  S. Grundy,et al.  Harmonizing the metabolic syndrome: a joint interim statement of the International Diabetes Federation Task Force on Epidemiology and Prevention; National Heart, Lung, and Blood Institute; American Heart Association; World Heart Federation; International Atherosclerosis Society; and International As , 2009, Circulation.

[39]  J. Kuk,et al.  Are Metabolically Normal but Obese Individuals at Lower Risk for All-Cause Mortality? , 2009, Diabetes Care.

[40]  C. Schmid,et al.  A new equation to estimate glomerular filtration rate. , 2009, Annals of internal medicine.

[41]  Dong Zhao,et al.  Epidemiological Transition of Stroke in China: Twenty-One–Year Observational Study From the Sino-MONICA-Beijing Project , 2008, Stroke.

[42]  Ralph B D'Agostino,et al.  Body mass index, metabolic syndrome, and risk of type 2 diabetes or cardiovascular disease. , 2006, The Journal of clinical endocrinology and metabolism.

[43]  A. Kissebah,et al.  Relation of Body Fat Distribution to Metabolic Complications of Obesity , 1982 .

[44]  M Frost,et al.  Facts and fantasies. , 1978, Nursing times.

[45]  Ashutosh Kumar Singh,et al.  Metabolically healthy obesity and risk of mortality: does the definition of metabolic health matter? , 2019 .

[46]  W. Doehner Metabolically Healthy Obesity and Risk of Mortality:DoestheDefinitionofMetabolic Health Matter? Diabetes Care , 2014 .

[47]  R. Shephard Body-Mass Index and Mortality among 1.46 Million White Adults , 2011 .

[48]  K. He,et al.  Meta-analysis of prospective cohort studies , 2011 .

[49]  D. Mann,et al.  Independent effect and population impact of obesity on fatal coronary heart disease in adults. , 2006, Preventive medicine.