Clinical ScienceLiver enzymes and vitamin D levels in metabolically healthy but obese individuals: Korean National Health and Nutrition Examination Survey
Introduction
Metabolically healthy but obese (MHO) individuals comprise a subset of the obese population, and they have drawn attention due to their unique metabolic features. These individuals, despite having excessive body fat, display a favorable metabolic profile, including high insulin sensitivity, normal lipid and blood pressure, and low circulating inflammatory markers [1], [2], [3]. Calori et al. reported that MHO individuals did not show increased all-cause, cancer, or cardiovascular disease (CVD) mortality compared with non-obese insulin-sensitive subjects in a 15-year follow-up study [4].
Obesity is closely associated with nonalcoholic fatty liver disease (NAFLD), which is a hepatic manifestation of metabolic syndrome [5]. Stefan et al. found that ectopic fat in skeletal muscle and particularly the liver was lower in the obese–insulin-sensitive group than in the obese–insulin-resistant group [6]. In a recent study of 103 postmenopausal Caucasian women, Messier et al. reported that MHO individuals, defined by insulin sensitivity index, had significantly lower concentrations of liver enzymes than insulin-resistant at-risk subjects [7]. However, the relationship between liver enzymes and MHO phenotype has not been established in other age groups or ethnicities.
Vitamin D has numerous functions beyond calcium and bone metabolism. The cross-sectional survey of the Third National Health and Nutrition Examination Survey in the United States (NHANES III) showed an inverse relationship between vitamin D level and diabetes, possibly involving insulin resistance, in non-Hispanic whites and Mexican Americans [8]. Moreover, there was an inverse relationship between serum concentration of vitamin D and the prevalence of metabolic syndrome [9]. Recently, Barchetta et al. reported that low 25-hydroxyvitamin D (25(OH)D) level is associated with the presence of NAFLD, independent of metabolic syndrome, diabetes and insulin-resistant profiles [10]. However, to the best of our knowledge, no previous studies have explored vitamin D level in MHO individuals.
The present study examined concentrations of liver enzymes and vitamin D in MHO individuals and compared them with those of other body size phenotypes using representative data from the Fourth Korean National Health and Nutrition Examination Survey (KNHANES IV).
Section snippets
Subjects and data collection
This study analyzed data from the KNHANES IV, a cross-sectional and nationally representative survey conducted by the Division of Chronic Disease Surveillance of the Korean Center for Disease Control and Prevention. The KNHANES consists of four different surveys designed to evaluate the general health and nutrition status of Koreans: a health interview survey, a health behavior survey, a health examination survey, and a nutrition survey. Details of the KNHANES have been published in previous
Results
In this study, the prevalence of MHO was 14.9% in the entire population and 47.7% in the obese population after considering sampling weights and stratification. Table 1 shows anthropometric and laboratory measurements according to body size phenotype. Obese subjects with zero or one metabolic syndrome component (MHO) had better metabolic profiles, including insulin resistance, than obese individuals with two or more metabolic syndrome components (MAO). In addition, there were significantly
Discussion
The present study compared liver enzymes and vitamin D levels in a Korean population of MHO and MAO individuals. Liver enzyme levels were significantly lower in subjects with the MHO phenotype compared to those with the MAO phenotype. Although vitamin D level was associated with cardiometabolic risk variables including insulin resistance and components of the metabolic syndrome, the levels did not differ between body size and obesity phenotypes.
The presence or severity of obesity-related
Author contributions
H.C.H. and K.M.C. designed the study, researched data, contributed to the discussion, wrote the manuscript, and reviewed/edited the manuscript. J.S.L. conducted the statistical analysis. H.Y.C., S.J.Y., H.J.Y., J.A.S., S.G.K., N.H.K., and S.H.B. researched data, contributed to the discussion, and reviewed/edited the manuscript. D.S.C. researched data and reviewed/edited the manuscript.
Funding
This research did not receive any specific grant from any funding agency in the public, commercial or not-for-profit sector.
Conflict of Interest
The authors declare that there is no conflict of interest that could be perceived as prejudicing the impartiality of the research reported.
Acknowledgments
We thank the members of the Division of Chronic Disease Surveillance of the Korean Center for Disease Control and Prevention who conducted the national survey and everyone who contributed to this project.
References (38)
- et al.
Metabolically healthy but obese individuals: relationship with hepatic enzymes
Metabolism
(2010) - et al.
From the metabolic syndrome to NAFLD or vice versa?
Dig Liver Dis
(2010) - et al.
Associations between serum 25-hydroxyvitamin D3 concentrations and liver histology in patients with non-alcoholic fatty liver disease
Nutr Metab Cardiovasc Dis
(2007) - et al.
Vitamin D, obesity, and obesity-related chronic disease among ethnic minorities: a systematic review
Nutrition
(2011) - et al.
Association between vitamin D status and metabolic syndrome risk among Korean population: based on the Korean National Health and Nutrition Examination Survey IV-2, 2008
Diabetes Res Clin Pract
(2012) - et al.
Can we identify metabolically healthy but obese individuals (MHO)?
Diabetes Metab
(2004) - et al.
Characterizing the profile of obese patients who are metabolically healthy
Int J Obes (Lond)
(2011) - et al.
Body size phenotypes and inflammation in the Women's Health Initiative observational study
Obesity
(2011) - et al.
Metabolic and body composition factors in subgroups of obesity: what do we know?
J Clin Endocrinol Metab
(2004) - et al.
Prevalence, metabolic features, and prognosis of metabolically healthy obese Italian individuals: the Cremona Study
Diabetes Care
(2011)
Obesity and metabolic syndrome in Korea
Diabetes Metab J
Identification and characterization of metabolically benign obesity in humans
Arch Intern Med
Serum 25-hydroxyvitamin D, diabetes, and ethnicity in the Third National Health and Nutrition Examination Survey
Diabetes Care
Concentrations of serum vitamin D and the metabolic syndrome among U.S. adults
Diabetes Care
Strong association between non alcoholic fatty liver disease (NAFLD) and low 25(OH) vitamin D levels in an adult population with normal serum liver enzymes
BMC Med
Vitamin D insufficiency in Korea—a greater threat to younger generation: the Korea National Health and Nutrition Examination Survey (KNHANES) 2008
J Clin Endocrinol Metab
Prevalence of diabetes and impaired fasting glucose in Korea: Korean National Health and Nutrition Survey 2001
Diabetes Care
The Asia-Pacific perspective: redefining obesity and its treatment
Estimation of the healthy upper limits for serum alanine aminotransferase in Asian populations with normal liver histology
Hepatology
Cited by (35)
Vitamin D is directly associated with favorable glycemic, lipid, and inflammatory profiles in individuals with at least one component of metabolic syndrome irrespective of total adiposity: Pró-Saúde Study, Brazil
2021, Nutrition ResearchCitation Excerpt :As expected, serum 25(OH)D concentrations were lower in participants with overweight (∼10%) and obesity (∼20%) compared to normal-weight individuals (regardless of their MH status). In addition, our findings did not suggest differences between serum 25(OH)D concentrations in MH and MU obese individuals, similarly to the observed by some [17–19] but not all [7,15,16] studies. Median of SAT in individuals with obesity (MH and MU) was twice as much as that observed in MH normal-weight individuals, while the differences of VAT between these groups were much higher, reaching values 3.5 times higher than in MH or MU obese individuals, when compared with MH normal-weight ones.
Insulin sensitivity and its relation to hormones in adolescent boys and girls
2017, Metabolism: Clinical and ExperimentalMetabolically Obese Individuals of Normal Weight Have a High Risk of 25-Hydroxyvitamin D Deficiency
2016, American Journal of the Medical SciencesLongitudinal Changes in Liver Aminotransferases Predict Metabolic Syndrome in Chinese Patients with Nonviral Hepatitis
2016, Biomedical and Environmental SciencesMetabolic health and weight: Understanding metabolically unhealthy normal weight or metabolically healthy obese patients
2016, Metabolism: Clinical and ExperimentalConcentrations of the vitamin D metabolite 1,25(OH)<inf>2</inf>D and odds of metabolic syndrome and its components
2015, Metabolism: Clinical and ExperimentalCitation Excerpt :However, in recent work by our group, we observed statistically significant associations between circulating concentrations of 1,25(OH)2D and colorectal neoplasia [7], suggesting that there may be sufficient variation in this vitamin D metabolite to be used as a marker of health outcomes. Several epidemiological studies have investigated the association between circulating concentrations of 25(OH)D and MetS and/or its components, with some showing a relationship [8–22], and others not [23–26]. However, to date, only one report has investigated the relationship between circulating concentrations of 1,25(OH)2D and MetS [27], and comparatively few studies have presented results stratified by sex [15,26].