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Erschienen in: Acta Diabetologica 5/2012

01.10.2012 | Original Article

Fasting glucose cutoff point: where does the risk terminate? Tehran lipid and glucose study

verfasst von: Mohammadreza Bozorgmanesh, Farzad Hadaegh, Navid Saadat, Fereidoun Azizi

Erschienen in: Acta Diabetologica | Ausgabe 5/2012

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Abstract

The aim of this study is to determine safe fasting plasma glucose (FPG) levels. We included data on 5,960 individuals aged ≥20 years at baseline with at least one follow-up examination. Diabetes was ascertained in accordance with American Diabetes Association criteria, using standard 2-h post-challenge plasma glucose test. Multivariate restricted cubic splines Weibull regression was implemented for interval-censored survival data on incident diabetes. We used Harrell’s C statistic for discrimination, Nam-D’Agostino χ2 for calibration, and Royston’s R 2 for variations in the outcome explained by models. During a 6-year median follow-up, 369 incident cases of diabetes were ascertained. Family history of diabetes, systolic blood pressure, waist-to-height ratio, and triglyceride-to-high-density lipoprotein cholesterol ratio, independent of FPG and each other remained associated with incident diabetes. The cubic splines model achieved good calibration (χ2 = 12.1) and discrimination (C = 0.828) and explained 75% of variation in the time until incident diabetes. A J-shaped FPG-diabetes relationship was observed. Descending arm of the dose–response relationship curve corresponded to increasing FPG levels up to 4.0 mmol l−1, where it started increasing. The risk of incident diabetes decreased with decreasing levels of FPG down to 4.0 mmol l−1, where the risk stopped decreasing. Multivariate-adjusted risk of incident diabetes was zero at FPG = 5.05 mmol l−1. Although currently there is no firm evidence to show that early intervention among individuals with the elevated FPG levels could prevent or delay onset of diabetes, individuals with FPG levels below 5.05 mmol l−1 could be safely reassured about their near-term risk of developing incident diabetes and screened on a less frequent basis.
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Literatur
1.
Zurück zum Zitat Unwin N, Gan D, Whiting D (2010) The IDF diabetes atlas: providing evidence, raising awareness and promoting action. Diabetes Res Clin Pract 87:2–3PubMedCrossRef Unwin N, Gan D, Whiting D (2010) The IDF diabetes atlas: providing evidence, raising awareness and promoting action. Diabetes Res Clin Pract 87:2–3PubMedCrossRef
2.
Zurück zum Zitat Harati H, Hadaegh F, Momenan AA, Ghanei L, Bozorgmanesh MR, Ghanbarian A, Mirmiran P, Azizi F (2010) Reduction in incidence of type 2 diabetes by lifestyle intervention in a middle eastern community. Am J Prev Med 38(6):628–636, e621. doi:10.1016/j.amepre.2010.03.003 Harati H, Hadaegh F, Momenan AA, Ghanei L, Bozorgmanesh MR, Ghanbarian A, Mirmiran P, Azizi F (2010) Reduction in incidence of type 2 diabetes by lifestyle intervention in a middle eastern community. Am J Prev Med 38(6):628–636, e621. doi:10.​1016/​j.​amepre.​2010.​03.​003
3.
Zurück zum Zitat Goyder EC, McNally PG, Drucquer M, Spiers N, Botha JL (1998) Shifting of care for diabetes from secondary to primary care, 1990–5: review of general practices. BMJ 316(7143):1505–1506PubMedCrossRef Goyder EC, McNally PG, Drucquer M, Spiers N, Botha JL (1998) Shifting of care for diabetes from secondary to primary care, 1990–5: review of general practices. BMJ 316(7143):1505–1506PubMedCrossRef
5.
Zurück zum Zitat Schaefer C, Biermann T, Schroeder M, Fuhrhop I, Niemeier A, Rüther W, Algenstaedt P, Hansen-Algenstaedt N (2010) Early microvascular complications of prediabetes in mice with impaired glucose tolerance and dyslipidemia. Acta Diabetol 47(Suppl 1):19–27PubMedCrossRef Schaefer C, Biermann T, Schroeder M, Fuhrhop I, Niemeier A, Rüther W, Algenstaedt P, Hansen-Algenstaedt N (2010) Early microvascular complications of prediabetes in mice with impaired glucose tolerance and dyslipidemia. Acta Diabetol 47(Suppl 1):19–27PubMedCrossRef
6.
Zurück zum Zitat Atkins RC, Zimmet P (2010) Diabetic kidney disease: act now or pay later. Nephrology 15(1):20–22PubMedCrossRef Atkins RC, Zimmet P (2010) Diabetic kidney disease: act now or pay later. Nephrology 15(1):20–22PubMedCrossRef
8.
Zurück zum Zitat Greco D, Gambina F, Maggio F (2009) Ophthalmoplegia in diabetes mellitus: a retrospective study. Acta Diabetol 46(1):23–26PubMedCrossRef Greco D, Gambina F, Maggio F (2009) Ophthalmoplegia in diabetes mellitus: a retrospective study. Acta Diabetol 46(1):23–26PubMedCrossRef
10.
Zurück zum Zitat Bozorgmanesh M, Hadaegh F, Ghaffari S, Harati H, Azizi F (2010) A simple risk score effectively predicted type 2 diabetes in Iranian adult population: population-based cohort study. Eur J Public Health. doi:10.1093/eurpub/ckq074 Bozorgmanesh M, Hadaegh F, Ghaffari S, Harati H, Azizi F (2010) A simple risk score effectively predicted type 2 diabetes in Iranian adult population: population-based cohort study. Eur J Public Health. doi:10.​1093/​eurpub/​ckq074
11.
Zurück zum Zitat Kahn HS, Cheng YJ, Thompson TJ, Imperatore G, Gregg EW (2009) Two risk-scoring systems for predicting incident diabetes mellitus in US adults age 45 to 64 Years. Ann Intern Med 150(11):741–751PubMed Kahn HS, Cheng YJ, Thompson TJ, Imperatore G, Gregg EW (2009) Two risk-scoring systems for predicting incident diabetes mellitus in US adults age 45 to 64 Years. Ann Intern Med 150(11):741–751PubMed
12.
Zurück zum Zitat Schmidt MI, Duncan BB, Bang H, Pankow JS, Ballantyne CM, Golden SH, Folsom AR, Chambless LE (2005) Identifying individuals at high risk for diabetes: the atherosclerosis risk in communities study. Diabetes Care 28(8):2013–2018PubMedCrossRef Schmidt MI, Duncan BB, Bang H, Pankow JS, Ballantyne CM, Golden SH, Folsom AR, Chambless LE (2005) Identifying individuals at high risk for diabetes: the atherosclerosis risk in communities study. Diabetes Care 28(8):2013–2018PubMedCrossRef
14.
Zurück zum Zitat Garber A, Handelsman Y, Einhorn D, Bergman D, Bloomgarden Z, Fonseca V, Timothy Garvey W, Gavin III J, Grunberger G, Horton E (2008) Diagnosis and management of prediabetes in the continuum of hyperglycemia—when do the risks of diabetes begin? A consensus statement from the American College of Endocrinology and the American Association of Clinical Endocrinologists. Endocrine Practice 14(7):933–946PubMed Garber A, Handelsman Y, Einhorn D, Bergman D, Bloomgarden Z, Fonseca V, Timothy Garvey W, Gavin III J, Grunberger G, Horton E (2008) Diagnosis and management of prediabetes in the continuum of hyperglycemia—when do the risks of diabetes begin? A consensus statement from the American College of Endocrinology and the American Association of Clinical Endocrinologists. Endocrine Practice 14(7):933–946PubMed
15.
Zurück zum Zitat Azizi F, Ghanbarian A, Momenan AA, Hadaegh F, Mirmiran P, Hedayati M, Mehrabi Y, Zahedi-Asl S (2009) Prevention of non-communicable disease in a population in nutrition transition: Tehran lipid and glucose study phase II. Trials 10(1):5. doi:10.1186/1745-6215-10-5 PubMedCrossRef Azizi F, Ghanbarian A, Momenan AA, Hadaegh F, Mirmiran P, Hedayati M, Mehrabi Y, Zahedi-Asl S (2009) Prevention of non-communicable disease in a population in nutrition transition: Tehran lipid and glucose study phase II. Trials 10(1):5. doi:10.​1186/​1745-6215-10-5 PubMedCrossRef
17.
Zurück zum Zitat Harrell FE (2001) Regression modeling strategies. Springer, New York Harrell FE (2001) Regression modeling strategies. Springer, New York
18.
Zurück zum Zitat Akaike H (1974) A new look at the statistical model identification. IEEE Trans Automat Contr AC-19:716–723CrossRef Akaike H (1974) A new look at the statistical model identification. IEEE Trans Automat Contr AC-19:716–723CrossRef
19.
Zurück zum Zitat D’Agostino RB, Nam BH (2004) Evaluation of the performance of survival analysis models: Discrimination and Calibration measures. In: Balakrishnan N, Rao CR (eds) Handbook of Statistics, Survival Methods, vol 23. Elsevier B.V., Amsterdam, pp 1–25. doi:10.16/S0169-7161(03)23001-7 D’Agostino RB, Nam BH (2004) Evaluation of the performance of survival analysis models: Discrimination and Calibration measures. In: Balakrishnan N, Rao CR (eds) Handbook of Statistics, Survival Methods, vol 23. Elsevier B.V., Amsterdam, pp 1–25. doi:10.​16/​S0169-7161(03)23001-7
20.
Zurück zum Zitat Royston P (2006) Explained variation for survival models. Stata J 6(1):83–96 Royston P (2006) Explained variation for survival models. Stata J 6(1):83–96
21.
Zurück zum Zitat Spiegelhalter DJ (1986) Probabilistic prediction in patient management and clinical trials. Stat Med 5(5):421–433PubMedCrossRef Spiegelhalter DJ (1986) Probabilistic prediction in patient management and clinical trials. Stat Med 5(5):421–433PubMedCrossRef
23.
Zurück zum Zitat Tuomilehto J, Lindstrom J, Eriksson JG, Valle TT, Hamalainen H, Ilanne-Parikka P, Keinanen-Kiukaanniemi S, Laakso M, Louheranta A, Rastas M, Salminen V, Uusitupa M (2001) Prevention of type 2 diabetes mellitus by changes in lifestyle among subjects with impaired glucose tolerance. N Engl J Med 344(18):1343–1350PubMedCrossRef Tuomilehto J, Lindstrom J, Eriksson JG, Valle TT, Hamalainen H, Ilanne-Parikka P, Keinanen-Kiukaanniemi S, Laakso M, Louheranta A, Rastas M, Salminen V, Uusitupa M (2001) Prevention of type 2 diabetes mellitus by changes in lifestyle among subjects with impaired glucose tolerance. N Engl J Med 344(18):1343–1350PubMedCrossRef
24.
Zurück zum Zitat Pan XR, Li GW, Hu YH, Wang JX, Yang WY, An ZX, Hu ZX, Lin J, Xiao JZ, Cao HB, Liu PA, Jiang XG, Jiang YY, Wang JP, Zheng H, Zhang H, Bennett PH, Howard BV (1997) Effects of diet and exercise in preventing NIDDM in people with impaired glucose tolerance. The Da Qing IGT and diabetes study. Diabetes Care 20(4):537–544. doi:10.2337/diacare.20.4.537 PubMedCrossRef Pan XR, Li GW, Hu YH, Wang JX, Yang WY, An ZX, Hu ZX, Lin J, Xiao JZ, Cao HB, Liu PA, Jiang XG, Jiang YY, Wang JP, Zheng H, Zhang H, Bennett PH, Howard BV (1997) Effects of diet and exercise in preventing NIDDM in people with impaired glucose tolerance. The Da Qing IGT and diabetes study. Diabetes Care 20(4):537–544. doi:10.​2337/​diacare.​20.​4.​537 PubMedCrossRef
25.
Zurück zum Zitat Diabetes Prevention Program Research Group (2002) Reduction in the incidence of Type 2 diabetes with lifestyle intervention or metformin. N Engl J Med 346(6):393–403. doi:10.1056/NEJMoa012512 CrossRef Diabetes Prevention Program Research Group (2002) Reduction in the incidence of Type 2 diabetes with lifestyle intervention or metformin. N Engl J Med 346(6):393–403. doi:10.​1056/​NEJMoa012512 CrossRef
26.
Zurück zum Zitat Forouhi NG, Balkau B, Borch-Johnsen K, Dekker J, Glumer C, Qiao Q, Spijkerman A, Stolk R, Tabac A, Wareham NJ (2006) The threshold for diagnosing impaired fasting glucose: a position statement by the European Diabetes Epidemiology Group. Diabetologia 49(5):822–827. doi:10.1007/s00125-006-0189-4 PubMedCrossRef Forouhi NG, Balkau B, Borch-Johnsen K, Dekker J, Glumer C, Qiao Q, Spijkerman A, Stolk R, Tabac A, Wareham NJ (2006) The threshold for diagnosing impaired fasting glucose: a position statement by the European Diabetes Epidemiology Group. Diabetologia 49(5):822–827. doi:10.​1007/​s00125-006-0189-4 PubMedCrossRef
28.
Zurück zum Zitat Sundquist J, Johansson S-E, Sundquist K (2010) Levelling off of prevalence of obesity in the adult population of Sweden between 2000/01 and 2004/05. BMC Public Health 10(1):119PubMedCrossRef Sundquist J, Johansson S-E, Sundquist K (2010) Levelling off of prevalence of obesity in the adult population of Sweden between 2000/01 and 2004/05. BMC Public Health 10(1):119PubMedCrossRef
29.
Zurück zum Zitat Ogden C, Carroll M, Curtin L, McDowell M, Tabak C, Flegal K (2006) Prevalence of overweight and obesity in the United States, 1999–2004. Jama 295(13):1549PubMedCrossRef Ogden C, Carroll M, Curtin L, McDowell M, Tabak C, Flegal K (2006) Prevalence of overweight and obesity in the United States, 1999–2004. Jama 295(13):1549PubMedCrossRef
31.
Zurück zum Zitat Gabir MM, Hanson RL, Dabelea D, Imperatore G, Roumain J, Bennett PH, Knowler WC (2000) The 1997 American Diabetes Association and 1999 World Health Organization criteria for hyperglycemia in the diagnosis and prediction of diabetes. Diabetes Care 23(8):1108–1112. doi:10.2337/diacare.23.8.1108 PubMedCrossRef Gabir MM, Hanson RL, Dabelea D, Imperatore G, Roumain J, Bennett PH, Knowler WC (2000) The 1997 American Diabetes Association and 1999 World Health Organization criteria for hyperglycemia in the diagnosis and prediction of diabetes. Diabetes Care 23(8):1108–1112. doi:10.​2337/​diacare.​23.​8.​1108 PubMedCrossRef
32.
Zurück zum Zitat Cryer P (1997) Hypoglycemia: pathophysiology, diagnosis, and treatment. Oxford University Press, USA Cryer P (1997) Hypoglycemia: pathophysiology, diagnosis, and treatment. Oxford University Press, USA
33.
Zurück zum Zitat Bozorgmanesh M, Hadaegh F, Zabetian A, Azizi F (2010) San Antonio heart study diabetes prediction model applicable to a Middle Eastern population? Tehran glucose and lipid study. Int J Public Health 55(4):315–323. doi:10.1007/s00038-010-0130-y PubMedCrossRef Bozorgmanesh M, Hadaegh F, Zabetian A, Azizi F (2010) San Antonio heart study diabetes prediction model applicable to a Middle Eastern population? Tehran glucose and lipid study. Int J Public Health 55(4):315–323. doi:10.​1007/​s00038-010-0130-y PubMedCrossRef
34.
Metadaten
Titel
Fasting glucose cutoff point: where does the risk terminate? Tehran lipid and glucose study
verfasst von
Mohammadreza Bozorgmanesh
Farzad Hadaegh
Navid Saadat
Fereidoun Azizi
Publikationsdatum
01.10.2012
Verlag
Springer Milan
Erschienen in
Acta Diabetologica / Ausgabe 5/2012
Print ISSN: 0940-5429
Elektronische ISSN: 1432-5233
DOI
https://doi.org/10.1007/s00592-011-0298-5

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