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Bermudez V, Salazar J, Martínez MS, Olivar LC, Nava M, Rojas M, Ortega Á, Añez R, Toledo A, Rojas J, Chacín M, Rodríguez JE, D'Marco L, Cano C. Age-specific waist circumference cutoff-points for abdominal obesity diagnosis: a personalized strategy for a large Venezuelan population. J Diabetes Metab Disord 2021; 20:217-227. [PMID: 34178833 DOI: 10.1007/s40200-021-00735-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 01/05/2021] [Indexed: 10/22/2022]
Abstract
Background Evidence shows that the ageing process is a determining factor in fat distribution, composition, and functionality. The goal of this research was to determine cut-off points for waist circumference according to age in the adult population from Maracaibo city, Venezuela. Methodology The Metabolic Syndrome Prevalence Study is a descriptive, cross-sectional study with multi-stage randomized sampling. In this post-hoc analysis 1902 individuals ≥18 years and from both sexes were evaluated. Waist circumference ROC curves were built for each age group and sex, using metabolic phenotypes for classification. Results 52.2% (n = 992) were women, and the mean age was 38.7 ± 2. Cut-off points obtained for the <30 years age group were: 91 cm for women (Sensitivity: 96,8%, Specificity: 97,7%) and 94 cm for men (Sensitivity:100%, Specificity: 99,2%); for 30-49 years: women 94 cm (Sensitivity: 93.7%, Specificity: 97.1%) and men 95 cm (Sensitivity: 97.3%, Specificity: 100%); for ≥50 years: women 94 cm (Sensitivity: 91.8%, Specificity: 86.7%) and men 101 cm (Sensitivity: 100%, Specificity: 100%). Conclusion The use of specific cut-off points according to age groups is proposed to determine abdominal obesity in Maracaibo city due to the underestimation seen in young people and the overestimation observed in older people when using a unique cut-off point.
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Affiliation(s)
- Valmore Bermudez
- Facultad de Ciencias de la Salud, Universidad Simón Bolívar, Barranquilla, Colombia
| | - Juan Salazar
- Endocrine and Metabolic Disease Research Center. School of Medicine, University of Zulia, Maracaibo, 4004 Venezuela
| | - María Sofía Martínez
- Endocrine and Metabolic Disease Research Center. School of Medicine, University of Zulia, Maracaibo, 4004 Venezuela
| | - Luis Carlos Olivar
- Endocrine and Metabolic Disease Research Center. School of Medicine, University of Zulia, Maracaibo, 4004 Venezuela
| | - Manuel Nava
- Endocrine and Metabolic Disease Research Center. School of Medicine, University of Zulia, Maracaibo, 4004 Venezuela
| | - Milagros Rojas
- Endocrine and Metabolic Disease Research Center. School of Medicine, University of Zulia, Maracaibo, 4004 Venezuela
| | - Ángel Ortega
- Endocrine and Metabolic Disease Research Center. School of Medicine, University of Zulia, Maracaibo, 4004 Venezuela
| | - Roberto Añez
- Departamento de Endocrinología y Nutrición, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Alexandra Toledo
- Endocrine and Metabolic Disease Research Center. School of Medicine, University of Zulia, Maracaibo, 4004 Venezuela
| | - Joselyn Rojas
- Pulmonary and Critical Care Medicine Department, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115 USA
| | - Maricarmen Chacín
- Facultad de Ciencias de la Salud, Universidad Simón Bolívar, Barranquilla, Colombia
| | - Johel E Rodríguez
- Facultad de Ingenierías, Universidad Simón Bolívar, Cúcuta, Colombia
| | - Luis D'Marco
- Hospital Clínico de Valencia, INCLIVA, Servicio de Nefrología, Valencia, Spain
| | - Clímaco Cano
- Endocrine and Metabolic Disease Research Center. School of Medicine, University of Zulia, Maracaibo, 4004 Venezuela
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Darbandi M, Pasdar Y, Moradi S, Mohamed HJJ, Hamzeh B, Salimi Y. Discriminatory Capacity of Anthropometric Indices for Cardiovascular Disease in Adults: A Systematic Review and Meta-Analysis. Prev Chronic Dis 2020; 17:E131. [PMID: 33092686 PMCID: PMC7587303 DOI: 10.5888/pcd17.200112] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
INTRODUCTION Obesity is one of the main risk factors for cardiovascular disease (CVD) and cardiometabolic disease (CMD). Many studies have developed cutoff points of anthropometric indices for predicting these diseases. The aim of this systematic review was to differentiate the screening potential of body mass index (BMI), waist circumference (WC), and waist-to-hip ratio (WHR) for adult CVD risk. METHODS We used relevant key words to search electronic databases to identify studies published up to 2019 that used receiver operating characteristic (ROC) curves for assessing the cut-off points of anthropometric indices. We used a random-effects model to pool study results and assessed between-study heterogeneity by using the I2 statistic and Cochran's Q test. RESULTS This meta-analysis included 38 cross-sectional and 2 cohort studies with 105 to 137,256 participants aged 18 or older. The pooled area under the ROC curve (AUC) value for BMI was 0.66 (95% CI, 0.63-0.69) in both men and women. The pooled AUC values for WC were 0.69 (95% CI, 0.67-0.70) in men and 0.69 (95% CI, 0.64-0.74) in women, and the pooled AUC values for WHR were 0.69 (95% CI, 0.66-0.73) in men and 0.71 (95% CI, 0.68-0.73) in women. CONCLUSION Our findings indicated a slight difference between AUC values of these anthropometric indices. However, indices of abdominal obesity, especially WHR, can better predict CVD occurrence.
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Affiliation(s)
- Mitra Darbandi
- Research Center for Environmental Determinants of Health, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Yahya Pasdar
- Research Center for Environmental Determinants of Health, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Shima Moradi
- Research Center for Environmental Determinants of Health, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Hamid Jan Jan Mohamed
- Nutrition and Dietetics Programme, School of Health Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
| | - Behrooz Hamzeh
- Research Center for Environmental Determinants of Health, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran.,Social Development and Health Promotion Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Yahya Salimi
- Research Center for Environmental Determinants of Health, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran.,Social Development and Health Promotion Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran.,Social Development and Health Promotion Research Center, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran.
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Subramoney S, Björkelund C, Guo X, Skoog I, Bosaeus I, Lissner L. Age-related differences in recommended anthropometric cut-off point validity to identify cardiovascular risk factors in ostensibly healthy women. Scand J Public Health 2014; 42:827-33. [PMID: 25294689 PMCID: PMC4257998 DOI: 10.1177/1403494814550178] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Aim: To investigate validity of widely recommended anthropometric and total fat percentage cut-off points in screening for cardiovascular risk factors in women of different ages. Methods: A population-based sample of 1002 Swedish women aged 38, 50, 75 (younger, middle-aged and elderly, respectively) underwent anthropometry, health examinations and blood tests. Total fat was estimated (bioimpedance) in 670 women. Sensitivity, specificity of body mass index (BMI; ≥25 and ≥30), waist circumference (WC; ≥80 cm and ≥88 cm) and total fat percentage (TF; ≥35%) cut-off points for cardiovascular risk factors (dyslipidaemias, hypertension and hyperglycaemia) were calculated for each age. Cut-off points yielding high sensitivity together with modest specificity were considered valid. Women reporting hospital admission for cardiovascular disease were excluded. Results: The sensitivity of WC ≥80 cm for one or more risk factors was ~60% in younger and middle-aged women, and 80% in elderly women. The specificity of WC ≥80 cm for one or more risk factors was 69%, 57% and 40% at the three ages (p < .05 for age trends). WC ≥80 cm yielded ~80% sensitivity for two or more risk factors across all ages. However, specificity decreased with increasing age (p < .0001), being 33% in elderly. WC ≥88 cm provided better specificity in elderly women. BMI and TF % cut-off points were not better than WC. Conclusions:Validity of recommended anthropometric cut-off points in screening asymptomatic women varies with age. In younger and middle-age, WC ≥80 cm yielded high sensitivity and modest specificity for two or more risk factors, however, sensitivity for one or more risk factor was less than optimal. WC ≥88 cm showed better validity than WC ≥80 cm in elderly. Our results support age-specific screening cut-off points for women.
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Affiliation(s)
- Sreevidya Subramoney
- Nordic School of Public Health, Gothenburg, Sweden Department of Public Health and Community Medicine; Sahlgrenska Academy, University of Gothenburg, Sweden
| | | | | | | | | | - Lauren Lissner
- Department of Public Health and Community Medicine; Sahlgrenska Academy, University of Gothenburg, Sweden
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Abstract
Type 2 diabetes remains an important cause of morbidity and mortality. The metabolic syndrome affects 25% of the adult US population based on the Third Report of the Expert Panel on Detection, Evaluation and Treatment of High Blood Cholesterol in Adults from the National Cholesterol Education Program. Knowledge on the impact of obesity on metabolic health parameters has increased greatly over the past decade. This review discusses the limitations of the National Cholesterol Education Program metabolic syndrome definition and the racial disparities in the clinical presentation of the insulin resistance syndrome. We also examine the current literature with particular emphasis on albuminuria, nonalcoholic fatty liver disease, and intramyocellular lipid content. This review explores potential environmental and genetic reasons for differences in the manifestation of insulin resistance across racial/ethnic groups and highlights several promising areas for further study.
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Affiliation(s)
- Holly Kramer
- Departments of Public Health Sciences and Medicine, Division of Nephrology and Hypertension, Loyola University Chicago Health Sciences Campus, Maywood, IL.
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Aging attenuates the association of central obesity with the accumulation of metabolic risk factors when assessed using the waist circumference measured at the umbilical level (the Japanese standard method). Nutr Diabetes 2013; 3:e96. [PMID: 24276151 PMCID: PMC3841441 DOI: 10.1038/nutd.2013.37] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2013] [Revised: 09/27/2013] [Accepted: 10/23/2013] [Indexed: 12/22/2022] Open
Abstract
Objective: The objective of this study was to clarify the generation and gender differences in the association between central obesity and the accumulation of metabolic risk factors (RFs) in the Japanese population. Material and methods: A total of 12 389 subjects (age: 18–80 years) without receiving medication for diabetes, dyslipidemia or hypertension were enrolled in this study and divided according to age and gender. In each group, we performed analyses as follows: (1) a receiver operating characteristic (ROC) analysis to evaluate the utility of the waist circumference (WC) for detecting subjects with multiple RFs of metabolic syndrome (MS); (2) a cross-sectional study to examine the relationship between the WC and the odds ratio (OR) for detecting those subjects and (3) a longitudinal study to examine how longitudinal changes (Δ) in WC over a 1-year period affected the values of each metabolic RF. Results: With age, the WC cutoff values yielding the maximum Youden index for detecting subjects with multiple RFs increased only in women, and the areas under the curves of the ROC analysis of WC for detecting those subjects decreased in both genders. The positive correlation between the WC and the OR for detecting subjects with multiple RFs became weaker with age, especially in women. In the longitudinal study, the significant correlation between ΔWC and Δ each metabolic RF, except for hypertension, and between ΔWC and Δ the number of RFs became weaker with age in women, whereas the significant correlation between ΔWC and Δ the number of RFs was not affected with age in men. In women aged ⩾60 years, none of the changes in each metabolic RF were significantly associated with ΔWC. Conclusions: Aging attenuates the association of central obesity with the accumulation of metabolic RFs, especially in women.
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Ko KP, Oh DK, Min H, Kim CS, Park JK, Kim Y, Kim SS. Prospective study of optimal obesity index cutoffs for predicting development of multiple metabolic risk factors: the Korean genome and epidemiology study. J Epidemiol 2012; 22:433-9. [PMID: 22955044 PMCID: PMC3798638 DOI: 10.2188/jea.je20110164] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2011] [Accepted: 03/20/2012] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND In this prospective cohort study, we estimated the risk of developing more than 1 metabolic risk factor, using different obesity indices. In addition, we investigated the relative usefulness of the obesity indices for predicting development of such risk factors and calculated optimal cutoffs for the obesity indices. METHODS The cohort comprised 10 038 representative residents of a small city and a rural county who were recruited in 2001-2002. Follow-up examinations were conducted every 2 years. Among the 3857 participants without metabolic syndrome at baseline, 1102 new cases occurred during the 6-year follow-up. Receiver operating characteristic (ROC) curves for the obesity indices were plotted to compare the usefulness of the obesity indices. RESULTS The numbers of new cases of multiple metabolic risk factors among people in the highest quintiles of body mass index (BMI), waist circumference (WC), waist-hip ratio (WHR), and waist-height ratio at the baseline examination were 2 to 3 times those in the lowest quintiles. The area under the ROC curve for WHR was significantly higher than that for BMI. The optimal BMI cutoff was 24 kg/m(2) in men and women, and the optimal WC cutoffs were 80 cm and 78 cm in men and women, respectively. CONCLUSIONS Both overall obesity and central obesity predicted risk of developing multiple metabolic risk factors, and WHR appeared to be a better discriminator than BMI. To prevent development of metabolic diseases among Koreans, it might be useful to lower the cutoff for abdominal obesity, as defined by WC.
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Affiliation(s)
- Kwang-Pil Ko
- Department of Preventive Medicine, Gachon University of Medicine and Science, Incheon, Korea
- Division of Epidemiology and Health Index, Center for Genome Science, Korea Centers for Disease Control & Prevention, Osong, Korea
| | - Dae-Kyu Oh
- Department of Preventive Medicine, Gachon University of Medicine and Science, Incheon, Korea
| | - Haesook Min
- Division of Epidemiology and Health Index, Center for Genome Science, Korea Centers for Disease Control & Prevention, Osong, Korea
| | - Cheong-Sik Kim
- Division of Epidemiology and Health Index, Center for Genome Science, Korea Centers for Disease Control & Prevention, Osong, Korea
| | - Jae-Kyung Park
- Division of Epidemiology and Health Index, Center for Genome Science, Korea Centers for Disease Control & Prevention, Osong, Korea
| | - Yeonjung Kim
- Division of Epidemiology and Health Index, Center for Genome Science, Korea Centers for Disease Control & Prevention, Osong, Korea
| | - Sung Soo Kim
- Division of Epidemiology and Health Index, Center for Genome Science, Korea Centers for Disease Control & Prevention, Osong, Korea
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Martínez-Larrad MT, Fernández-Pérez C, Corbatón-Anchuelo A, Gabriel R, Lorenzo C, Serrano-Ríos M. Revised waist circumference cut-off points for the criteria of abdominal obesity in the Spanish population: Multicenter nationwide Spanish population based study. ACTA ACUST UNITED AC 2011. [DOI: 10.1016/j.avdiab.2011.09.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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Lee NY, Kim SH, Jung DC, Kim EY, Yu HY, Sung KH, Kang UG, Ahn YM, Kim YS. The prevalence of metabolic syndrome in Korean patients with schizophrenia receiving a monotherapy with aripiprazole, olanzapine or risperidone. Prog Neuropsychopharmacol Biol Psychiatry 2011; 35:1273-8. [PMID: 21513765 DOI: 10.1016/j.pnpbp.2011.03.022] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2010] [Revised: 03/30/2011] [Accepted: 03/30/2011] [Indexed: 12/22/2022]
Abstract
Second-generation antipsychotics (SGAs) increase the risk of metabolic syndrome (MetS). Although ethnicity also contributes to MetS risk, the majority of the studies on the relationship of SGAs to this syndrome come from Western countries, whereas few reports have come from Asian countries, especially regarding patients taking a single SGA. We reviewed the electronic medical records of patients with schizophrenia who received aripiprazole, olanzapine or risperidone monotherapies for at least three months. We evaluated the prevalence of MetS in our sample as well as the indirect standardized prevalence ratio (ISPR) using data from the 4th Korean National Health and Nutrition Examination Survey (KNHNES, 2007). The prevalence of MetS in our sample (n=145) was 31.7%, and the ISPR was 2.09. Male patients had a higher prevalence of MetS than female patients (odds ratio [OR]=4.18, 95% CI=1.93-9.03). The ISPR of male patients was 2.67 and statistically significant, whereas the ISPR of female patients was not significant. In our sample, the frequency of abnormal MetS subcomponents occurred in descending order: increased waist circumference, increased triglyceride levels, decreased HDL-cholesterol levels, elevated blood pressure and elevated fasting blood glucose levels. Patients who received aripiprazole were significantly less likely to have MetS. However, a logistic regression showed that age and sex, but not the type of antipsychotic, its dose or the use of antidepressants, were significantly related to the presence of MetS. There were no statistically significant differences among SGAs in terms of MetS subcomponent abnormalities of after adjusting for age and sex. In conclusion, only male Korean patients with schizophrenia who received a monotherapy of aripiprazole, olanzapine or risperidone for more than three months were more likely to have MetS than the general population.
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Affiliation(s)
- Nam Young Lee
- Department of Neuropsychiatry, Seoul National University Hospital, 28 Yongon-Dong, Chongno-Gu, Seoul 110-744, Republic of Korea
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Suka M, Miwa Y, Ono Y, Yanagisawa H. BMI, waist circumference, and clustering of cardiovascular risk factors in Japanese adults. Environ Health Prev Med 2011; 16:90-6. [PMID: 21432223 PMCID: PMC3047660 DOI: 10.1007/s12199-010-0169-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2010] [Accepted: 07/14/2010] [Indexed: 12/19/2022] Open
Abstract
OBJECTIVE To examine whether the association between waist circumference (WC) and clustering of cardiovascular risk factors varies with obesity (BMI) status. METHODS Using the 2008 health examination data of a Japanese health service association, eligible 57,141 adults aged 20-65 years without coronary heart disease or stroke, whose blood sample had been taken in the fasting state, were enrolled in the study. The participants were classified as being underweight (BMI <18.5), normal weight (BMI 18.5-24.9), and overweight (BMI ≥25.0). Multiple logistic regression analysis was performed to calculate adjusted odds ratios (OR) for clustering of cardiovascular risk factors. Receiver operating characteristic analysis was performed to assess the ability of WC to discriminate subjects with and without a clustering of cardiovascular risk factors. RESULTS Clustering of cardiovascular risk factors was found in 16.0% of men and 3.4% of women. The adjusted OR [95% confidence intervals (CI)] per 5-cm increase in WC of the underweight, normal weight, and overweight groups was 1.57 (1.12-2.20), 1.55 (1.49-1.62), and 1.34 (1.30-1.38), respectively, for men and 1.50 (0.84-2.69), 1.53 (1.40-1.68), and 1.32 (1.23-1.41), respectively, for women. The area under curve (95% CI) of the underweight, normal weight, and overweight groups was 0.68 (0.59-0.77), 0.70 (0.69-0.71), and 0.62 (0.61-0.63), respectively, for men and 0.70 (0.53-0.86), 0.75 (0.73-0.78), and 0.64 (0.61-0.68), respectively, for women. CONCLUSION High WC was associated with increased risk of clustering of cardiovascular risk factors independent of BMI. As well as the magnitude of the association, the ability of WC to discriminate subjects with and without a clustering of cardiovascular risk factors varied with obesity (BMI) status.
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Affiliation(s)
- Machi Suka
- Department of Public Health and Environmental Medicine, Jikei University School of Medicine, 3-25-8 Nishi-Shimbashi, Minato-ku, Tokyo, 105-8461, Japan.
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Yokoyama H, Hirose H, Kanda T, Kawabe H, Saito I. Relationship between Waist Circumferences Measured at the Umbilical Level and Midway between the Ribs and Iliac Crest. J Atheroscler Thromb 2011; 18:735-43. [DOI: 10.5551/jat.7369] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
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Abstract
Obesity has adverse consequences in the general population. In patients with chronic kidney disease (CKD), it is associated with increased inflammation, insulin resistance, hypertension and dyslipidaemia, which are important risk factors for CKD progression and death. In adults with CKD stages 1-4, weight loss should be encouraged, it reduces proteinuria and glomerular hyperfiltration, which are frequent in obese patients. Proposals for modifications of lifestyle, physical activity and calorie restriction are the first measures. Pharmacological treatments are generally unsafe in these patients, except orlistat, but that has modest efficacy. Bariatric surgery may be the only option in severe obesity, if all other measures fail. For obese patients on dialysis treatment, who are eligible for kidney transplantation, weight loss is mandatory to prevent obesity-related surgical complications and improve patient and graft survival after transplantation. Interventions should place an emphasis on exercise to increase muscle mass, and calorie but not protein restriction. Bariatric surgery should be carried out by experienced surgeons due to the high risk of complications. For obese patients who are not considered transplant candidates the benefits of weight loss remain uncertain.
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Affiliation(s)
- Daniel Teta
- Department of Nephrology, University Hospital (CHUV), Lausanne, Switzerland.
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Liu H, Zhang X, Feng X, Li J, Hu M, Yambe T. Effects of metabolic syndrome on cardio-ankle vascular index in middle-aged and elderly Chinese. Metab Syndr Relat Disord 2010; 9:105-10. [PMID: 21091187 DOI: 10.1089/met.2010.0019] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Metabolic syndrome is characterized by multiple risk factors and is associated with increased risk of diabetes and cardiovascular disease. The rapid change in the lifestyle and food habits of Chinese people has resulted in metabolic syndrome becoming one of the most widespread health challenges in China. Recently, the cardio-ankle vascular index (CAVI) was developed as a new parameter reflecting arterial stiffness and providing an index of vascular status. The purpose of this study was to investigate the effect of metabolic syndrome on CAVI. A total of 222 Chinese subjects aged 50-92 years participated in this study. We measured CAVI and examined blood samples to define metabolic syndrome according to the International Diabetes Federation criteria. CAVI in the subjects with abnormal waist circumference was significantly higher than that obtained in the normal subjects (P < 0.01). In the abnormal high-density lipoprotein cholesterol (HDL-C) group, CAVI was significantly increased (P < 0.01) compared to the normal HDL-C group. CAVI showed a positive correlation with waist circumference and increased significantly with the number of metabolic syndrome components. In conclusion, subjects with metabolic syndrome have a high CAVI that indicated arterial stiffness and is closely associated with an increase in the number of metabolic syndrome risk factors. Elevated abdominal obesity and low HDL-C are the main players affecting arterial stiffness in the middle-aged and elderly Chinese. These findings suggest that interaction of the individual components of metabolic syndrome plays a role in the relationship between metabolic syndrome and arterial stiffness.
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Affiliation(s)
- Hongjian Liu
- Institute of Development, Aging and Cancer, Tohoku University, Sendai, Japan
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Lee NY, Kim SH, Cho B, Lee YJ, Chang JS, Kang UG, Kim YS, Ahn YM. Patients taking medications for bipolar disorder are more prone to metabolic syndrome than Korea's general population. Prog Neuropsychopharmacol Biol Psychiatry 2010; 34:1243-9. [PMID: 20599461 DOI: 10.1016/j.pnpbp.2010.06.029] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2010] [Revised: 06/28/2010] [Accepted: 06/28/2010] [Indexed: 12/11/2022]
Abstract
Despite growing concerns about the co-morbidity of metabolic syndrome (MetS) and bipolar disorder, few studies have been conducted on this topic in Asian populations. This study examined Korean patients with bipolar disorder to assess its co-morbidity with MetS and to compare the prevalence of MetS in patients with medication for bipolar disorder with that of healthy patients. We used cross-sectional data from the medical records of patients with bipolar disorder who presented to the psychiatric clinic in Seoul National University Hospital between June 2007 and June 2008. The control group, matched for age and gender, was randomly drawn from visitors to the Health Promotion Center at the same hospital during the same period. We compared the prevalence of MetS between these two groups with independent sample t-tests and chi-squared tests. We also calculated the indirectly standardized prevalence ratio (ISPR) with a standardization that used the Fourth Korean National Health and Nutrition Examination Survey (KNHNES, 2007). The prevalence of MetS in patients who took medication for bipolar disorder (N=152) was 27.0%, 25.0% and 25.7%, based on the definitions of the American Heart Association and the National Heart, Lung and Blood Institute's adaptation of the Adult Treatment Panel III (AHA), the National Cholesterol Education Program for Adult Treatment Panel III (ATPIII) and the International Diabetes Federation (IDF), respectively. The present study determined that the prevalence of MetS was significantly higher in patients with bipolar disorder than in the control group; the odds ratios (OR) (95% CI) were 2.44 (1.35-4.40), 2.48 (1.34-4.59) and 2.57 (1.40-4.74), based on the definition of the AHA, ATPIII and IDF, respectively. The ISPR (95% CI) was 1.48 (1.02-1.93), 1.54 (1.05-2.03) and 1.98 (1.36-2.60), respectively. Patients with medications for bipolar disorder showed a significantly higher prevalence of increased waist circumference, elevated triglycerides, and reduced HDL-cholesterol than the control group. The prevalence of MetS in patients taking medication for bipolar disorder was higher than that in the general population. Obesity and dyslipidemia were particularly prevalent in patients with bipolar disorder.
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Affiliation(s)
- Nam Young Lee
- Department of Biomedical Sciences, Seoul National University Graduate School, 28 Yongon-Dong, Chongno-Gu, Seoul 110-744, Republic of Korea
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Nakamura K, Nanri H, Hara M, Higaki Y, Imaizumi T, Taguchi N, Sakamoto T, Horita M, Shinchi K, Tanaka K. Optimal cutoff values of waist circumference and the discriminatory performance of other anthropometric indices to detect the clustering of cardiovascular risk factors for metabolic syndrome in Japanese men and women. Environ Health Prev Med 2010; 16:52-60. [PMID: 21432217 DOI: 10.1007/s12199-010-0165-y] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2010] [Accepted: 07/06/2010] [Indexed: 12/16/2022] Open
Abstract
OBJECTIVE To evaluate the pertinent cutoffs of waist circumference (WC) and the discriminatory performance of other anthropometric indices to detect clustering cardiovascular risk factors for metabolic syndrome (MetS) in Japan, where the current WC cutoffs for MetS (85 cm for men and 90 cm for women) remain controversial. METHODS We analyzed the baseline data from 844 subjects (330 men and 514 women) aged 40-69 years who participated in a cohort study in Saga city, Japan, between November 2005 and December 2007. Receiver operating characteristic (ROC) analyses were performed to find an appropriate cutoff (defined as the point nearest to the upper left corner of the ROC curve) of each anthropometric index for the presence of multiple risk factors among dyslipidemia, hypertension, and hyperglycemia [which was defined as hemoglobin A1c (HbA1c) levels at and above 5.2, 5.5, or 5.8%, values approximately corresponding to fasting plasma glucose levels of 100, 110, and 120 mg/dL, respectively]. RESULTS The optimal WC cutoff was 88 cm (sensitivity 60%, specificity 70%) for men and 82 cm (sensitivity 78%, specificity 62%) for women; changing the HbA1c cutoff affected the results in women only (~85 cm). For the currently defined WC cutoffs in Japan, specificity was low (53-57%) in men, whereas sensitivity was very low (32-42%) in women. Body mass index, proportion of body fat, waist-to-height ratio, and waist-to-hip ratio showed area under the curve values similar to that of WC. CONCLUSION The current Japanese criteria of WC for MetS may be low for men and too high and insensitive for women in our study population. Other anthropometric indices such as waist-to-height ratio did not confer an improved discriminatory performance compared with WC.
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Affiliation(s)
- Kazuyo Nakamura
- Department of Preventive Medicine, Faculty of Medicine, Saga University, 5-1-1 Nabeshima, Saga, 849-8501, Japan.
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15
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Optimal cut-off values and population means of waist circumference in different populations. Nutr Res Rev 2010; 23:191-9. [PMID: 20642876 DOI: 10.1017/s0954422410000120] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Abdominal obesity is a risk factor for cardiometabolic disease, and has become a major public health problem in the world. Waist circumference is generally used as a simple surrogate marker to define abdominal obesity for population screening. An increasing number of publications solely rely on the method that maximises sensitivity and specificity to define ‘optimal’ cut-off values. It is well documented that the optimal cut-off values of waist circumference vary across different ethnicities. However, it is not clear if the variation in cut-off values is a true biological phenomenon or an artifact of the method for identifying optimal cut-off points. The objective of the present review was to assess the relationship between optimal cut-offs and population waist circumference levels. Among sixty-one research papers, optimal cut-off values ranged from 65·5 to 101·2 cm for women and 72·5 to 103·0 cm for men. Reported optimal cut-off values were highly correlated with population means (correlation coefficient: 0·91 for men and 0·93 for women). Such a strong association was independent of waist circumference measurement techniques or the health outcomes (dyslipidaemia, hypertension or hyperglycaemia), and existed in some homogeneous populations such as the Chinese and Japanese. Our findings raised some concerns about applying the sensitivity and specificity approach to determine cut-off values. Further research is needed to understand whether the differences among populations in waist circumference were genetically or environmentally determined, and to understand whether using region-specific cut-off points can identify individuals with the same absolute risk levels of metabolic and cardiovascular outcomes among different populations.
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Ogawa D, Kahara K, Shigematsu T, Fujii S, Hayakawa N, Okazaki M, Makino H. Optimal cut-off point of waist circumference for the diagnosis of metabolic syndrome in Japanese subjects. J Diabetes Investig 2010; 1:117-20. [PMID: 24843418 PMCID: PMC4008026 DOI: 10.1111/j.2040-1124.2010.00020.x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Metabolic syndrome (MetS) has been redefined by a new criterion in Japan, in which waist circumference cut-off points, that is 85 cm for men and 90 cm for women, are used; however, objections are rising against this criterion. The present study examined the criterion for waist circumference to predict the accumulation of the components of MetS. In the present study, we used data for 5972 Japanese people who received annual health examinations, and 621 men (16.3%) and 51 women (2.4%) were diagnosed as having MetS. A cut-off point as a predictor for two or more components of MetS was evaluated by the sensitivity/specificity and a receiver operating characteristic analysis. The optimal point of waist circumference was estimated as being approximately 84 cm for men and 80 cm for women. We therefore recommend revising the cut-off value for the criterion of MetS in women according to our results and studies from other investigators. (J Diabetes Invest, doi: 10.1111/j.2040-1124.2010.00020.x, 2010).
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Affiliation(s)
- Daisuke Ogawa
- Department of Medicine and Clinical Science, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences
- Department of Medicine, Okayama Red Cross General Hospital, Okayama, Japan
| | - Kenji Kahara
- Department of Medicine, Okayama Red Cross General Hospital, Okayama, Japan
| | | | - Soichiro Fujii
- Department of Medicine, Okayama Red Cross General Hospital, Okayama, Japan
| | - Nobuhiko Hayakawa
- Department of Medicine, Okayama Red Cross General Hospital, Okayama, Japan
| | - Morihiro Okazaki
- Department of Medicine, Okayama Red Cross General Hospital, Okayama, Japan
| | - Hirofumi Makino
- Department of Medicine and Clinical Science, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences
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Abstract
AbstractBackgroundThe Mediterranean diet has long been related to a lower cardiovascular disease risk; however, more recent evidences also indicate that it has a favourable effect on adiposity and type 2 diabetes.DesignReview of the available literature in relation to Mediterranean diet and metabolic syndrome.ResultsSeveral components of Mediterranean diet patterns have been inversely related with body mass index. They are considered to be modulators of insulin resistance, can exert beneficial effects on blood pressure, improve atherogenic dyslipidemia or attenuate the inflammatory burden associated with metabolic syndrome. Furthermore, a lower prevalence of metabolic syndrome has been associated with dietary patterns rich in fruits and vegetables, nuts, olive oil, legumes and fish, moderate in alcohol and low in red meat, processed meat, refined carbohydrates and whole-fat dairy products.ConclusionsThere is much evidence suggesting that the Mediterranean diet could serve as an anti-inflammatory dietary pattern, which could help to fight diseases related to chronic inflammation, including metabolic syndrome.
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Baik I. Optimal cutoff points of waist circumference for the criteria of abdominal obesity: comparison with the criteria of the International Diabetes Federation. Circ J 2009; 73:2068-75. [PMID: 19713651 DOI: 10.1253/circj.cj-09-0303] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
BACKGROUND There are few studies that compare measures of diagnostic accuracy for selected waist cutoff points and the criteria of abdominal obesity given by the International Diabetes Federation (IDF) and the National Cholesterol Education Program (NCEP). METHODS AND RESULTS The present study utilized data from the Third Korean National Health and Nutrition Examination Survey. Analyses for receiver-operating characteristic (ROC) curve were performed with data for 4,677 men and women aged 20-80 years who reported being free of a physician-diagnosed cardiovascular disease or cancer. On the basis of measures of diagnostic accuracy, including minimum distance to ROC curve and Youden index, waist circumference of 84-86 cm for men and of 78-80 cm for women were found to be optimal cutoff points. The study also demonstrated that the use of smaller waist circumference for diagnosis of the metabolic syndrome decreases discrepancies between the prevalence of the IDF-defined metabolic syndrome and that of the NCEP-defined metabolic syndrome. CONCLUSIONS Waist circumference of 90 cm, the cutoff point given by the IDF for Asian men, may not be an appropriate value for Korean men, while its cutoff point for Asian women is appropriate for Korean women.
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Affiliation(s)
- Inkyung Baik
- Department of Food and Nutrition, College of Natural Sciences, Kookmin University, Seongbuk-gu, Seoul 136-702, Republic of Korea.
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19
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Lear SA, James PT, Ko GT, Kumanyika S. Appropriateness of waist circumference and waist-to-hip ratio cutoffs for different ethnic groups. Eur J Clin Nutr 2009; 64:42-61. [DOI: 10.1038/ejcn.2009.70] [Citation(s) in RCA: 152] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
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20
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Sakurai M, Miura K, Takamura T, Ishizaki M, Morikawa Y, Nakamura K, Yoshita K, Kido T, Naruse Y, Kaneko S, Nakagawa H. J-shaped relationship between waist circumference and subsequent risk for Type 2 diabetes: an 8-year follow-up of relatively lean Japanese individuals. Diabet Med 2009; 26:753-9. [PMID: 19709143 DOI: 10.1111/j.1464-5491.2009.02773.x] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
AIMS This study investigated the relationship between waist circumference and the subsequent incidence of Type 2 diabetes and the association with insulin resistance and pancreatic B-cell function in relatively lean Japanese individuals. METHODS The study participants were 3992 employees (2533 men and 1459 women, aged 35-55 years) of a metal-products factory in Japan. The incidence of diabetes was determined in annual medical examinations during an 8-year follow-up. We calculated age- and sex-adjusted hazard ratios (HRs) according to the sex-specific quintile of waist circumference at baseline. Differences in baseline insulin resistance [homeostatis model assessment (HOMA)-IR] and pancreatic B-cell function (HOMA-B) were compared between participants who developed diabetes and those who did not. RESULTS During the follow-up, 218 participants developed diabetes. Age- and sex-adjusted HRs across the quintiles of waist circumference were 1.78, 1.00 (reference), 1.59, 3.11 and 3.30, respectively (P for trend, < 0.0001). The HR for the lowest quintile was significantly higher than that for the second quintile. Among participants with waist circumference of the lowest quintile, HOMA-B was lower in those who developed diabetes than in those who did not [33.1 (24.1-45.0) vs. 54.3 (37.9-74.6) median (interquartile range), P < 0.0001], but HOMA-IR did not differ between these groups. CONCLUSIONS There was a J-shaped relationship between waist circumference and subsequent risk for Type 2 diabetes in relatively lean Japanese individuals; lower pancreatic B-cell function may also increase the risk of diabetes in very lean Japanese people. Diabet. Med. 26, 753-759 (2009).
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Affiliation(s)
- M Sakurai
- Department of Epidemiology and Public Health, Kanazawa Medical University, Ishikawa, Japan.
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Yokoyama H, Hirose H, Kawabe H, Saito I. Characteristics of reference intervals of metabolic factors in healthy Japanese: a proposal to set generation- and gender-specific diagnostic criteria for metabolic syndrome. J Atheroscler Thromb 2009; 16:113-20. [PMID: 19403989 DOI: 10.5551/jat.e609] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
AIM To verify the clinical diagnostic criteria for metabolic syndrome (MetS-Criteria) for Japanese (Japanese-Criteria) from the viewpoint of reference intervals (RIs) of metabolic factors. METHODS In healthy subjects selected from 1,379 males and 1,528 females aged 20-65 years, generation-and gender-specific RIs of metabolic factors were determined. Then, from the upper or lower limits of the RIs, new MetS-Criteria were tentatively set (New-Criteria). RESULTS RIs of some metabolic factors were associated with gender- and/or generation-specific differences. In both genders, the New-Criteria for subjects in their 40s and over (older adults) were comparable to the Japanese-Criteria, whereas the New-Criteria for these in their 30s and less (younger adults) were not. Levels of cut-off values in the New-Criteria for younger adults were mostly between those of the Japanese-Criteria and recently established MetS-Criteria for adolescents. The prevalence of metabolic syndrome estimated by the Japanese-Criteria and the New-Criteria well corresponded in older adults but significantly differed in younger adults. CONCLUSION MetS-Criteria prepared on gender- and generation-specific bases may be necessary. The Japanese-Criteria, which may still have room for minor changes, seem to be valid at least for older adults; however, new MetS-Criteria should be established for younger adults.
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Kramer H, Tuttle KR, Leehey D, Luke A, Durazo-Arvizu R, Shoham D, Cooper R, Beddhu S. Obesity management in adults with CKD. Am J Kidney Dis 2009; 53:151-65. [PMID: 19101399 PMCID: PMC5628032 DOI: 10.1053/j.ajkd.2008.10.003] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2008] [Accepted: 10/10/2008] [Indexed: 02/08/2023]
Abstract
A 22-year-old African-American woman who has been dialysis dependent for four months due to hypertensive kidney disease is referred for kidney transplantation evaluation. Due to the recent occlusion of her left forearm arteriovenous graft, she is currently being dialyzed via a right internal jugular tunneled catheter. Her medications include methyldopa 250 mg bid, Tums 1000 mg with each meal and erythropoietin with dialysis. The patient is single without children, unemployed and lives with her 38 year old mother. She does not smoke or drink. Her review of systems is unremarkable. On physical exam, her weight is 284 pounds, height is 5 feet 2 inches and her body mass index is 51.9 kg/m2. The blood pressure is 130/80 and the cardiac and pulmonary exams are unremarkable. The surgeon feels she is otherwise a good candidate for transplantation except she must lose weight before being listed. What advice should she be given regarding weight loss?
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Affiliation(s)
- Holly Kramer
- Department of Preventive Medicine, Division of Nephrology and Hypertension, Loyola Medical Center, 2160 First Ave., Maywood, IL 60153, USA.
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