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Published in: BMC Public Health 1/2011

Open Access 01-12-2011 | Research article

"Predictability of body mass index for diabetes: Affected by the presence of metabolic syndrome?"

Authors: Farzad Hadaegh, Mohammadreza Bozorgmanesh, Maryam Safarkhani, Davood Khalili, Fereidoun Azizi

Published in: BMC Public Health | Issue 1/2011

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Abstract

Background

Metabolic syndrome (MetS) and body mass index (BMI, kg.m-2) are established independent risk factors in the development of diabetes; we prospectively examined their relative contributions and joint relationship with incident diabetes in a Middle Eastern cohort.

Method

participants of the ongoing Tehran lipid and glucose study are followed on a triennial basis. Among non-diabetic participants aged≥ 20 years at baseline (8,121) those with at least one follow-up examination (5,250) were included for the current study. Multivariate logistic regression models were used to estimate sex-specific adjusted odd ratios (ORs) and 95% confidence intervals (CIs) of baseline BMI-MetS categories (normal weight without MetS as reference group) for incident diabetes among 2186 men and 3064 women, aged ≥ 20 years, free of diabetes at baseline.

Result

During follow up (median 6.5 years); there were 369 incident diabetes (147 in men). In women without MetS, the multivariate adjusted ORs (95% CIs) for overweight (BMI 25-30 kg/m2) and obese (BMI≥30) participants were 2.3 (1.2-4.3) and 2.2 (1.0-4.7), respectively. The corresponding ORs for men without MetS were 1.6 (0.9-2.9) and 3.6 (1.5-8.4) respectively. As compared to the normal-weight/without MetS, normal-weight women and men with MetS, had a multivariate-adjusted ORs for incident diabetes of 8.8 (3.7-21.2) and 3.1 (1.3-7.0), respectively. The corresponding ORs for overweight and obese women with MetS reached to 7.7 (4.0-14.9) and 12.6 (6.9-23.2) and for men reached to 3.4(2.0-5.8) and 5.7(3.9-9.9), respectively.

Conclusion

This study highlights the importance of screening for MetS in normal weight individuals. Obesity increases diabetes risk in the absence of MetS, underscores the need for more stringent criteria to define healthy metabolic state among obese individuals. Weight reduction measures, thus, should be encouraged in conjunction with achieving metabolic targets not addressed by current definition of MetS, both in every day encounter and public health setting.
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Literature
1.
go back to reference Narayan KM, Gregg EW, Fagot-Campagna A, Engelgau MM, Vinicor F: Diabetes--a common, growing, serious, costly, and potentially preventable public health problem. Diabetes Res Clin Pract. 2000, 50 (Suppl 2): S77-84.CrossRefPubMed Narayan KM, Gregg EW, Fagot-Campagna A, Engelgau MM, Vinicor F: Diabetes--a common, growing, serious, costly, and potentially preventable public health problem. Diabetes Res Clin Pract. 2000, 50 (Suppl 2): S77-84.CrossRefPubMed
2.
go back to reference Ford ES, Li C, Sattar N: Metabolic syndrome and incident diabetes: current state of the evidence. Diabetes Care. 2008, 31: 1898-1904. 10.2337/dc08-0423.CrossRefPubMedPubMedCentral Ford ES, Li C, Sattar N: Metabolic syndrome and incident diabetes: current state of the evidence. Diabetes Care. 2008, 31: 1898-1904. 10.2337/dc08-0423.CrossRefPubMedPubMedCentral
3.
go back to reference Comuzzie AG, Williams JT, Martin LJ, Blangero J: Searching for genes underlying normal variation in human adiposity. J Mol Med. 2001, 79: 57-70. 10.1007/s001090100202.CrossRefPubMed Comuzzie AG, Williams JT, Martin LJ, Blangero J: Searching for genes underlying normal variation in human adiposity. J Mol Med. 2001, 79: 57-70. 10.1007/s001090100202.CrossRefPubMed
4.
go back to reference Succurro E, Marini MA, Frontoni S, Hribal ML, Andreozzi F, Lauro R, Perticone F, Sesti G: Insulin secretion in metabolically obese, but normal weight, and in metabolically healthy but obese individuals. Obesity (Silver Spring). 2008, 16: 1881-1886. 10.1038/oby.2008.308.CrossRef Succurro E, Marini MA, Frontoni S, Hribal ML, Andreozzi F, Lauro R, Perticone F, Sesti G: Insulin secretion in metabolically obese, but normal weight, and in metabolically healthy but obese individuals. Obesity (Silver Spring). 2008, 16: 1881-1886. 10.1038/oby.2008.308.CrossRef
5.
go back to reference St-Onge M-P, Janssen I, Heymsfield SB: Metabolic Syndrome in Normal-Weight Americans. Diabetes Care. 2004, 27: 2222-2228. 10.2337/diacare.27.9.2222.CrossRefPubMed St-Onge M-P, Janssen I, Heymsfield SB: Metabolic Syndrome in Normal-Weight Americans. Diabetes Care. 2004, 27: 2222-2228. 10.2337/diacare.27.9.2222.CrossRefPubMed
6.
go back to reference Ruderman N, Chisholm D, Pi-Sunyer X, Schneider S: The metabolically obese, normal-weight individual revisited. Diabetes. 1998, 47: 699-713. 10.2337/diabetes.47.5.699.CrossRefPubMed Ruderman N, Chisholm D, Pi-Sunyer X, Schneider S: The metabolically obese, normal-weight individual revisited. Diabetes. 1998, 47: 699-713. 10.2337/diabetes.47.5.699.CrossRefPubMed
7.
go back to reference Ruderman NB, Schneider SH, Berchtold P: The "metabolically-obese," normal-weight individual. Am J Clin Nutr. 1981, 34: 1617-1621.PubMed Ruderman NB, Schneider SH, Berchtold P: The "metabolically-obese," normal-weight individual. Am J Clin Nutr. 1981, 34: 1617-1621.PubMed
8.
go back to reference Dvorak RV, DeNino WF, Ades PA, Poehlman ET: Phenotypic characteristics associated with insulin resistance in metabolically obese but normal-weight young women. Diabetes. 1999, 48: 2210-2214. 10.2337/diabetes.48.11.2210.CrossRefPubMed Dvorak RV, DeNino WF, Ades PA, Poehlman ET: Phenotypic characteristics associated with insulin resistance in metabolically obese but normal-weight young women. Diabetes. 1999, 48: 2210-2214. 10.2337/diabetes.48.11.2210.CrossRefPubMed
9.
go back to reference Romero-Corral A, Somers VK, Sierra-Johnson J, Korenfeld Y, Boarin S, Korinek J, Jensen MD, Parati G, Lopez-Jimenez F: Normal weight obesity: a risk factor for cardiometabolic dysregulation and cardiovascular mortality. European Heart Journal. 31: 737-746. Romero-Corral A, Somers VK, Sierra-Johnson J, Korenfeld Y, Boarin S, Korinek J, Jensen MD, Parati G, Lopez-Jimenez F: Normal weight obesity: a risk factor for cardiometabolic dysregulation and cardiovascular mortality. European Heart Journal. 31: 737-746.
10.
go back to reference Meigs JB, Wilson PWF, Fox CS, Vasan RS, Nathan DM, Sullivan LM, D'Agostino RB: Body Mass Index, Metabolic Syndrome, and Risk of Type 2 Diabetes or Cardiovascular Disease. J Clin Endocrinol Metab. 2006, 91: 2906-2912. 10.1210/jc.2006-0594.CrossRefPubMed Meigs JB, Wilson PWF, Fox CS, Vasan RS, Nathan DM, Sullivan LM, D'Agostino RB: Body Mass Index, Metabolic Syndrome, and Risk of Type 2 Diabetes or Cardiovascular Disease. J Clin Endocrinol Metab. 2006, 91: 2906-2912. 10.1210/jc.2006-0594.CrossRefPubMed
11.
go back to reference Sims EA: Are there persons who are obese, but metabolically healthy?. Metabolism. 2001, 50: 1499-1504. 10.1053/meta.2001.27213.CrossRefPubMed Sims EA: Are there persons who are obese, but metabolically healthy?. Metabolism. 2001, 50: 1499-1504. 10.1053/meta.2001.27213.CrossRefPubMed
12.
go back to reference Brochu M, Tchernof A, Dionne IJ, Sites CK, Eltabbakh GH, Sims EAH, Poehlman ET: What Are the Physical Characteristics Associated with a Normal Metabolic Profile Despite a High Level of Obesity in Postmenopausal Women?. J Clin Endocrinol Metab. 2001, 86: 1020-1025. 10.1210/jc.86.3.1020.PubMed Brochu M, Tchernof A, Dionne IJ, Sites CK, Eltabbakh GH, Sims EAH, Poehlman ET: What Are the Physical Characteristics Associated with a Normal Metabolic Profile Despite a High Level of Obesity in Postmenopausal Women?. J Clin Endocrinol Metab. 2001, 86: 1020-1025. 10.1210/jc.86.3.1020.PubMed
13.
go back to reference Karelis AD, Faraj M, Bastard J-P, St-Pierre DH, Brochu M, Prud'homme D, Rabasa-Lhoret R: The Metabolically Healthy but Obese Individual Presents a Favorable Inflammation Profile. J Clin Endocrinol Metab. 2005, 90: 4145-4150. 10.1210/jc.2005-0482.CrossRefPubMed Karelis AD, Faraj M, Bastard J-P, St-Pierre DH, Brochu M, Prud'homme D, Rabasa-Lhoret R: The Metabolically Healthy but Obese Individual Presents a Favorable Inflammation Profile. J Clin Endocrinol Metab. 2005, 90: 4145-4150. 10.1210/jc.2005-0482.CrossRefPubMed
14.
go back to reference Karelis AD, Brochu M, Rabasa-Lhoret R: Can we identify metabolically healthy but obese individuals (MHO)?. Diabetes Metab. 2004, 30: 569-572. 10.1016/S1262-3636(07)70156-8.CrossRefPubMed Karelis AD, Brochu M, Rabasa-Lhoret R: Can we identify metabolically healthy but obese individuals (MHO)?. Diabetes Metab. 2004, 30: 569-572. 10.1016/S1262-3636(07)70156-8.CrossRefPubMed
15.
go back to reference Wildman RP, Muntner P, Reynolds K, McGinn AP, Rajpathak S, Wylie-Rosett J, Sowers MR: The obese without cardiometabolic risk factor clustering and the normal weight with cardiometabolic risk factor clustering: prevalence and correlates of 2 phenotypes among the US population (NHANES 1999-2004). Arch Intern Med. 2008, 168: 1617-1624. 10.1001/archinte.168.15.1617.CrossRefPubMed Wildman RP, Muntner P, Reynolds K, McGinn AP, Rajpathak S, Wylie-Rosett J, Sowers MR: The obese without cardiometabolic risk factor clustering and the normal weight with cardiometabolic risk factor clustering: prevalence and correlates of 2 phenotypes among the US population (NHANES 1999-2004). Arch Intern Med. 2008, 168: 1617-1624. 10.1001/archinte.168.15.1617.CrossRefPubMed
16.
go back to reference Hadaegh F, Zabetian A, Harati H, Azizi F: Metabolic syndrome in normal-weight Iranian adults. Ann Saudi Med. 2007, 27: 18-24. 10.4103/0256-4947.51537.CrossRefPubMed Hadaegh F, Zabetian A, Harati H, Azizi F: Metabolic syndrome in normal-weight Iranian adults. Ann Saudi Med. 2007, 27: 18-24. 10.4103/0256-4947.51537.CrossRefPubMed
17.
go back to reference Hadaegh F, Esmaillzadeh A, Azizi F: Metabolic risks in individuals with normal body mass index and normal waist circumference. Eur J Cardiovasc Prev Rehabil. 2007, 14: 200-207. 10.1097/01.hjr.0000230096.73579.64.CrossRefPubMed Hadaegh F, Esmaillzadeh A, Azizi F: Metabolic risks in individuals with normal body mass index and normal waist circumference. Eur J Cardiovasc Prev Rehabil. 2007, 14: 200-207. 10.1097/01.hjr.0000230096.73579.64.CrossRefPubMed
18.
go back to reference Lee K: Metabolically obese but normal weight (MONW) and metabolically healthy but obese (MHO) phenotypes in Koreans: characteristics and health behaviors. Asia Pac J Clin Nutr. 2009, 18: 280-284.PubMed Lee K: Metabolically obese but normal weight (MONW) and metabolically healthy but obese (MHO) phenotypes in Koreans: characteristics and health behaviors. Asia Pac J Clin Nutr. 2009, 18: 280-284.PubMed
19.
go back to reference Meigs JB, Wilson PW, Fox CS, Vasan RS, Nathan DM, Sullivan LM, D'Agostino RB: Body mass index, metabolic syndrome, and risk of type 2 diabetes or cardiovascular disease. J Clin Endocrinol Metab. 2006, 91: 2906-2912. 10.1210/jc.2006-0594.CrossRefPubMed Meigs JB, Wilson PW, Fox CS, Vasan RS, Nathan DM, Sullivan LM, D'Agostino RB: Body mass index, metabolic syndrome, and risk of type 2 diabetes or cardiovascular disease. J Clin Endocrinol Metab. 2006, 91: 2906-2912. 10.1210/jc.2006-0594.CrossRefPubMed
20.
go back to reference Arnlov J, Ingelsson E, Sundstrom J, Lind L: Impact of body mass index and the metabolic syndrome on the risk of cardiovascular disease and death in middle-aged men. Circulation. 2010, 121: 230-236. 10.1161/CIRCULATIONAHA.109.887521.CrossRefPubMed Arnlov J, Ingelsson E, Sundstrom J, Lind L: Impact of body mass index and the metabolic syndrome on the risk of cardiovascular disease and death in middle-aged men. Circulation. 2010, 121: 230-236. 10.1161/CIRCULATIONAHA.109.887521.CrossRefPubMed
21.
go back to reference Harati H, Hadaegh F, Momenan AA, Ghanei L, Bozorgmanesh M, Ghanbarian A, Mirmiran P, Azizi F: Reduction in Incidence of Type 2 Diabetes by Lifestyle Intervention in a Middle Eastern Community. Am J of Prev Med. 2010 Harati H, Hadaegh F, Momenan AA, Ghanei L, Bozorgmanesh M, Ghanbarian A, Mirmiran P, Azizi F: Reduction in Incidence of Type 2 Diabetes by Lifestyle Intervention in a Middle Eastern Community. Am J of Prev Med. 2010
22.
go back to reference Ahmad LA, Crandall JP: Type 2 Diabetes Prevention: A Review. Clinical Diabetes. 2010, 28: 53-59. 10.2337/diaclin.28.2.53.CrossRef Ahmad LA, Crandall JP: Type 2 Diabetes Prevention: A Review. Clinical Diabetes. 2010, 28: 53-59. 10.2337/diaclin.28.2.53.CrossRef
23.
go back to reference Azizi F, Ghanbarian A, Momenan AA, Hadaegh F, Mirmiran P, Hedayati M, Mehrabi Y, Zahedi-Asl S: Prevention of non-communicable disease in a population in nutrition transition: Tehran Lipid and Glucose Study phase II. Trials. 2009, 10: 5-CrossRefPubMedPubMedCentral Azizi F, Ghanbarian A, Momenan AA, Hadaegh F, Mirmiran P, Hedayati M, Mehrabi Y, Zahedi-Asl S: Prevention of non-communicable disease in a population in nutrition transition: Tehran Lipid and Glucose Study phase II. Trials. 2009, 10: 5-CrossRefPubMedPubMedCentral
24.
go back to reference Azizi F, Rahmani M, Emami H, Mirmiran P, Hajipour R, Madjid M, Ghanbili J, Ghanbarian A, Mehrabi Y, Saadat N, et al: Cardiovascular risk factors in an Iranian urban population: Tehran lipid and glucose study (phase 1). Soz Praventivmed. 2002, 47: 408-426.CrossRefPubMed Azizi F, Rahmani M, Emami H, Mirmiran P, Hajipour R, Madjid M, Ghanbili J, Ghanbarian A, Mehrabi Y, Saadat N, et al: Cardiovascular risk factors in an Iranian urban population: Tehran lipid and glucose study (phase 1). Soz Praventivmed. 2002, 47: 408-426.CrossRefPubMed
25.
go back to reference Grundy SM: Metabolic Syndrome Scientific Statement by the American Heart Association and the National Heart, Lung, and Blood Institute. Arterioscler Thromb Vasc Biol. 2005, 25: 2243-2244. 10.1161/01.ATV.0000189155.75833.c7.CrossRefPubMed Grundy SM: Metabolic Syndrome Scientific Statement by the American Heart Association and the National Heart, Lung, and Blood Institute. Arterioscler Thromb Vasc Biol. 2005, 25: 2243-2244. 10.1161/01.ATV.0000189155.75833.c7.CrossRefPubMed
26.
go back to reference Alberti KG, Eckel RH, Grundy SM, Zimmet PZ, Cleeman JI, Donato KA, Fruchart JC, James WP, Loria CM, Smith SC: 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 Association for the Study of Obesity. Circulation. 2009, 120: 1640-1645. 10.1161/CIRCULATIONAHA.109.192644.CrossRefPubMed Alberti KG, Eckel RH, Grundy SM, Zimmet PZ, Cleeman JI, Donato KA, Fruchart JC, James WP, Loria CM, Smith SC: 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 Association for the Study of Obesity. Circulation. 2009, 120: 1640-1645. 10.1161/CIRCULATIONAHA.109.192644.CrossRefPubMed
27.
go back to reference Hadaegh F, Zabetian A, Sarbakhsh P, Khalili D, James WP, Azizi F: Appropriate cutoff values of anthropometric variables to predict cardiovascular outcomes: 7.6 years follow-up in an Iranian population. Int J Obes (Lond). 2009, 33: 1437-1445. 10.1038/ijo.2009.180.CrossRef Hadaegh F, Zabetian A, Sarbakhsh P, Khalili D, James WP, Azizi F: Appropriate cutoff values of anthropometric variables to predict cardiovascular outcomes: 7.6 years follow-up in an Iranian population. Int J Obes (Lond). 2009, 33: 1437-1445. 10.1038/ijo.2009.180.CrossRef
28.
go back to reference Chobanian AV, Bakris GL, Black HR, Cushman WC, Green LA, Izzo JL, Jones DW, Materson BJ, Oparil S, Wright JT, Roccella EJ: The Seventh Report of the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure: The JNC 7 Report. Jama. 2003, 289: 2560-2571. 10.1001/jama.289.19.2560.CrossRefPubMed Chobanian AV, Bakris GL, Black HR, Cushman WC, Green LA, Izzo JL, Jones DW, Materson BJ, Oparil S, Wright JT, Roccella EJ: The Seventh Report of the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure: The JNC 7 Report. Jama. 2003, 289: 2560-2571. 10.1001/jama.289.19.2560.CrossRefPubMed
29.
go back to reference Genuth S, Alberti KG, Bennett P, Buse J, Defronzo R, Kahn R, Kitzmiller J, Knowler WC, Lebovitz H, Lernmark A, et al: Follow-up report on the diagnosis of diabetes mellitus. Diabetes Care. 2003, 26: 3160-3167.CrossRefPubMed Genuth S, Alberti KG, Bennett P, Buse J, Defronzo R, Kahn R, Kitzmiller J, Knowler WC, Lebovitz H, Lernmark A, et al: Follow-up report on the diagnosis of diabetes mellitus. Diabetes Care. 2003, 26: 3160-3167.CrossRefPubMed
30.
go back to reference Clinical Guidelines on the Identification, Evaluation, and Treatment of Overweight and Obesity in Adults--The Evidence Report. National Institutes of Health. Obes Res. 1998, 6 (Suppl 2): 51S-209S. Clinical Guidelines on the Identification, Evaluation, and Treatment of Overweight and Obesity in Adults--The Evidence Report. National Institutes of Health. Obes Res. 1998, 6 (Suppl 2): 51S-209S.
32.
go back to reference Bozorgmanesh M, Hadaegh F, Ghaffari S, Harati H, Azizi F: A simple risk score effectively predicted type 2 diabetes in Iranian adult population: population-based cohort study. Eur J Public Health. 2010 Bozorgmanesh M, Hadaegh F, Ghaffari S, Harati H, Azizi F: A simple risk score effectively predicted type 2 diabetes in Iranian adult population: population-based cohort study. Eur J Public Health. 2010
33.
go back to reference Hosmer DW, Lemeshow S: Applied logistic regression. 2000, Wiley-InterscienceCrossRef Hosmer DW, Lemeshow S: Applied logistic regression. 2000, Wiley-InterscienceCrossRef
34.
35.
go back to reference Oguma Y, Sesso HD, Paffenbarger RS, Lee IM: Weight change and risk of developing type 2 diabetes. Obes Res. 2005, 13: 945-951. 10.1038/oby.2005.109.CrossRefPubMed Oguma Y, Sesso HD, Paffenbarger RS, Lee IM: Weight change and risk of developing type 2 diabetes. Obes Res. 2005, 13: 945-951. 10.1038/oby.2005.109.CrossRefPubMed
36.
go back to reference Hanley AJ, Karter AJ, Williams K, Festa A, D'Agostino RB, Wagenknecht LE, Haffner SM: Prediction of type 2 diabetes mellitus with alternative definitions of the metabolic syndrome: the Insulin Resistance Atherosclerosis Study. Circulation. 2005, 112: 3713-3721. 10.1161/CIRCULATIONAHA.105.559633.CrossRefPubMed Hanley AJ, Karter AJ, Williams K, Festa A, D'Agostino RB, Wagenknecht LE, Haffner SM: Prediction of type 2 diabetes mellitus with alternative definitions of the metabolic syndrome: the Insulin Resistance Atherosclerosis Study. Circulation. 2005, 112: 3713-3721. 10.1161/CIRCULATIONAHA.105.559633.CrossRefPubMed
37.
go back to reference Ferrannini E, Natali A, Bell P, Cavallo-Perin P, Lalic N, Mingrone G: Insulin resistance and hypersecretion in obesity. European Group for the Study of Insulin Resistance (EGIR). J Clin Invest. 1997, 100: 1166-1173. 10.1172/JCI119628.CrossRefPubMedPubMedCentral Ferrannini E, Natali A, Bell P, Cavallo-Perin P, Lalic N, Mingrone G: Insulin resistance and hypersecretion in obesity. European Group for the Study of Insulin Resistance (EGIR). J Clin Invest. 1997, 100: 1166-1173. 10.1172/JCI119628.CrossRefPubMedPubMedCentral
38.
go back to reference Karelis AD, St-Pierre DH, Conus F, Rabasa-Lhoret R, Poehlman ET: Metabolic and Body Composition Factors in Subgroups of Obesity: What Do We Know?. J Clin Endocrinol Metab. 2004, 89: 2569-2575. 10.1210/jc.2004-0165.CrossRefPubMed Karelis AD, St-Pierre DH, Conus F, Rabasa-Lhoret R, Poehlman ET: Metabolic and Body Composition Factors in Subgroups of Obesity: What Do We Know?. J Clin Endocrinol Metab. 2004, 89: 2569-2575. 10.1210/jc.2004-0165.CrossRefPubMed
39.
go back to reference Arnlov J, Ingelsson E, Sundstrom J, Lind L: Impact of body mass index and the metabolic syndrome on the risk of cardiovascular disease and death in middle-aged men. Circulation. 121: 230-236. Arnlov J, Ingelsson E, Sundstrom J, Lind L: Impact of body mass index and the metabolic syndrome on the risk of cardiovascular disease and death in middle-aged men. Circulation. 121: 230-236.
40.
go back to reference Bozorgmanesh MR, Hadaegh F, Padyab M, Mehrabi Y, Azizi F: Temporal changes in anthropometric parameters and lipid profile according to body mass index among an adult Iranian urban population. Ann Nutr Metab. 2008, 53: 13-22. 10.1159/000152869.CrossRefPubMed Bozorgmanesh MR, Hadaegh F, Padyab M, Mehrabi Y, Azizi F: Temporal changes in anthropometric parameters and lipid profile according to body mass index among an adult Iranian urban population. Ann Nutr Metab. 2008, 53: 13-22. 10.1159/000152869.CrossRefPubMed
41.
go back to reference Hosseinpanah F, Barzin M, Eskandary PS, Mirmiran P, Azizi F: Trends of obesity and abdominal obesity in Tehranian adults: a cohort study. BMC Public Health. 2009, 9: 426-10.1186/1471-2458-9-426.CrossRefPubMedPubMedCentral Hosseinpanah F, Barzin M, Eskandary PS, Mirmiran P, Azizi F: Trends of obesity and abdominal obesity in Tehranian adults: a cohort study. BMC Public Health. 2009, 9: 426-10.1186/1471-2458-9-426.CrossRefPubMedPubMedCentral
Metadata
Title
"Predictability of body mass index for diabetes: Affected by the presence of metabolic syndrome?"
Authors
Farzad Hadaegh
Mohammadreza Bozorgmanesh
Maryam Safarkhani
Davood Khalili
Fereidoun Azizi
Publication date
01-12-2011
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2011
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-11-383

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