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SLAMA L, BARRETT BW, ABRAHAM AG, PALELLA FJ, KINGSLEY L, VIARD JP, LAKE JE, BROWN TT. Risk for incident diabetes is greater in prediabetic men with HIV than without HIV. AIDS 2021; 35:1605-1614. [PMID: 33859110 PMCID: PMC8898036 DOI: 10.1097/qad.0000000000002922] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Diabetes mellitus is a major comorbidity in people with HIV (PWH). Hyperglycemia below diabetic range defines prediabetes (prediabetes mellitus). We compared the progression from prediabetes mellitus to diabetes mellitus in PWH and people without HIV (PWOH). METHODS Fasting glucose was measured semiannually in the MACS since 1999. Men with prediabetes mellitus (fasting glucose between 100 and 125 mg/dl, confirmed within a year by fasting glucose in the prediabetes mellitus range or HbA1c between 5.7 and 6.4%) were included. The first visit with prediabetes mellitus was the baseline visit. Incident diabetes mellitus was defined as fasting glucose at least 126 mg/dl, confirmed at a subsequent visit, or self-reported diabetes mellitus, or use of anti-diabetes mellitus medication. We used binomial transition models to compare the progression from prediabetes mellitus to diabetes mellitus by HIV serostatus, adjusted for age, number of previous prediabetes mellitus to diabetes mellitus transitions, ethnicity, BMI, family history of diabetes mellitus, and hepatitis C virus (HCV) infection. RESULTS Between 1999 and 2019, 1584 men (793 PWH; 791 PWOH) with prediabetes mellitus were included. At baseline, PWH were younger (48 vs. 51 years, P < 0.01), had lower BMI (26 vs. 27), were more frequently nonwhite (47 vs. 30%), and HCV-infected as per last measure (8 vs. 4%) than PWOH (all P < 0.01). Over a median 12-year follow-up, 23% of participants developed diabetes mellitus. In adjusted analyses, the risk for incident diabetes mellitus was 40% (95% CI: 0--80%) higher among PWH than PWOH (P = 0.04). CONCLUSION Among men with prediabetes mellitus, PWH had an increased risk of incident diabetes mellitus adjusted for competing risk factors, warranting the evaluation of diabetes mellitus prevention strategies.
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Affiliation(s)
- Laurence SLAMA
- Infectious Diseases Unit Hôtel-Dieu Hospital, APHP centre, Université de Paris, F-75004, France
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | | | | | - Frank J. PALELLA
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | | | - Jean Paul VIARD
- Infectious Diseases Unit Hôtel-Dieu Hospital, APHP centre, Université de Paris, F-75004, France
| | - Jordan E. LAKE
- University of Texas Health Science Center, Houston, TX. USA
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Arora B, Patel SS, Saboo BD. The prevalence of prediabetes and associated conditions in Ahmedabad population. Int J Diabetes Dev Ctries 2019. [DOI: 10.1007/s13410-019-00764-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
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Chung ST, Ha J, Onuzuruike AU, Kasturi K, Galvan-De La Cruz M, Bingham BA, Baker RL, Utumatwishima JN, Mabundo LS, Ricks M, Sherman AS, Sumner AE. Time to glucose peak during an oral glucose tolerance test identifies prediabetes risk. Clin Endocrinol (Oxf) 2017; 87:484-491. [PMID: 28681942 PMCID: PMC5658251 DOI: 10.1111/cen.13416] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2017] [Revised: 06/28/2017] [Accepted: 07/03/2017] [Indexed: 12/13/2022]
Abstract
CONTEXT Morphological characteristics of the glucose curve during an oral glucose tolerance test (OGTT) (time to peak and shape) may reflect different phenotypes of insulin secretion and action, but their ability to predict diabetes risk is uncertain. OBJECTIVE To compare the ability of time to glucose peak and curve shape to detect prediabetes and β-cell function. DESIGN AND PARTICIPANTS In a cross-sectional evaluation using an OGTT, 145 adults without diabetes (age 42±9 years (mean±SD), range 24-62 years, BMI 29.2±5.3 kg/m2 , range 19.9-45.2 kg/m2 ) were characterized by peak (30 minutes vs >30 minutes) and shape (biphasic vs monophasic). MAIN OUTCOME MEASURES Prediabetes and disposition index (DI)-a marker of β-cell function. RESULTS Prediabetes was diagnosed in 36% (52/145) of participants. Peak>30 minutes, not monophasic curve, was associated with increased odds of prediabetes (OR: 4.0 vs 1.1; P<.001). Both monophasic curve and peak>30 minutes were associated with lower DI (P≤.01). Time to glucose peak and glucose area under the curves (AUC) were independent predictors of DI (adjR2 =0.45, P<.001). CONCLUSION Glucose peak >30 minutes was a stronger independent indicator of prediabetes and β-cell function than the monophasic curve. Time to glucose peak may be an important tool that could enhance prediabetes risk stratification.
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Affiliation(s)
- Stephanie T Chung
- Section on Ethnicity and Health, Diabetes Endocrinology and Obesity Branch, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Joon Ha
- Laboratory of Biological Modeling, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Anthony U Onuzuruike
- Section on Ethnicity and Health, Diabetes Endocrinology and Obesity Branch, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Kannan Kasturi
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health (NIH), Bethesda, MD, USA
| | - Mirella Galvan-De La Cruz
- Section on Ethnicity and Health, Diabetes Endocrinology and Obesity Branch, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Brianna A Bingham
- Section on Ethnicity and Health, Diabetes Endocrinology and Obesity Branch, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Rafeal L Baker
- Section on Ethnicity and Health, Diabetes Endocrinology and Obesity Branch, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Jean N Utumatwishima
- Section on Ethnicity and Health, Diabetes Endocrinology and Obesity Branch, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Lilian S Mabundo
- Section on Ethnicity and Health, Diabetes Endocrinology and Obesity Branch, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Madia Ricks
- Section on Ethnicity and Health, Diabetes Endocrinology and Obesity Branch, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Arthur S Sherman
- Laboratory of Biological Modeling, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Anne E Sumner
- Section on Ethnicity and Health, Diabetes Endocrinology and Obesity Branch, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health (NIH), Bethesda, MD, USA
- National Institute on Minority Health and Health Disparities, National Institutes of Health (NIH), Bethesda, MD, USA
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Aoyama-Sasabe S, Fukushima M, Xin X, Taniguchi A, Nakai Y, Mitsui R, Takahashi Y, Tsuji H, Yabe D, Yasuda K, Kurose T, Inagaki N, Seino Y. Insulin Secretory Defect and Insulin Resistance in Isolated Impaired Fasting Glucose and Isolated Impaired Glucose Tolerance. J Diabetes Res 2016; 2016:1298601. [PMID: 26788515 PMCID: PMC4693016 DOI: 10.1155/2016/1298601] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2015] [Accepted: 08/18/2015] [Indexed: 01/27/2023] Open
Abstract
OBJECTIVE To investigate the characteristics of isolated impaired glucose tolerance (IGT) and isolated impaired fasting glucose (IFG), we analyzed the factors responsible for elevation of 2-hour postchallenge plasma glucose (2 h PG) and fasting plasma glucose (FPG) levels. METHODS We investigated the relationship between 2 h PG and FPG levels who underwent 75 g OGTT in 5620 Japanese subjects at initial examination for medical check-up. We compared clinical characteristics between isolated IGT and isolated IFG and analyzed the relationships of 2 h PG and FPG with clinical characteristics, the indices of insulin secretory capacity, and insulin sensitivity. RESULTS In a comparison between isolated IGT and isolated IFG, insulinogenic index was lower in isolated IGT than that of isolated IFG (0.43 ± 0.34 versus 0.50 ± 0.47, resp.; p < 0.01). ISI composite was lower in isolated IFG than that of isolated IGT (6.87 ± 3.38 versus 7.98 ± 4.03, resp.; p < 0.0001). In isolated IGT group, insulinogenic index showed a significant correlation with 2 h PG (r = -0.245, p < 0.0001) and had the strongest correlation with 2 h PG (β = -0.290). In isolated IFG group, ISI composite showed a significant correlation with FPG (r = -0.162, p < 0.0001) and had the strongest correlation with FPG (β = -0.214). CONCLUSIONS We have elucidated that decreased early-phase insulin secretion is the most important factor responsible for elevation of 2 h PG levels in isolated IGT subjects, and decreased insulin sensitivity is the most important factor responsible for elevation of FPG levels in isolated IFG subjects.
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Affiliation(s)
- Sae Aoyama-Sasabe
- Division of Clinical Nutrition and Internal Medicine, Okayama Prefectural University, Okayama 719-1197, Japan
| | - Mitsuo Fukushima
- Division of Clinical Nutrition and Internal Medicine, Okayama Prefectural University, Okayama 719-1197, Japan
- Preemptive Medicine and Lifestyle-Related Disease Research Center, Kyoto University Hospital, Kyoto 606-8507, Japan
- *Mitsuo Fukushima:
| | - Xin Xin
- Faculty of Computer Science and Systems Engineering, Okayama Prefectural University, Okayama 719-1197, Japan
| | - Ataru Taniguchi
- Division of Diabetes and Endocrinology, Kyoto Preventive Medical Center, Kyoto 604-8491, Japan
| | | | - Rie Mitsui
- Center for Preventive Medicine, St. Luke's International Hospital, Tokyo 104-6591, Japan
| | - Yoshitaka Takahashi
- Faculty of Health and Welfare Science, Okayama Prefectural University, Okayama 719-1197, Japan
| | - Hideaki Tsuji
- Faculty of Health and Welfare Science, Okayama Prefectural University, Okayama 719-1197, Japan
| | - Daisuke Yabe
- Center for Diabetes, Endocrinology and Metabolism, Kansai Electric Power Hospital, Osaka 553-0003, Japan
- Yutaka Seino Distinguished Center for Diabetes Research, Kansai Electric Power Medical Research Institute, Kobe 650-0047, Japan
| | - Koichiro Yasuda
- Department of Diabetes and Endocrinology, Saiseikai Noe Hospital, Osaka 536-0001, Japan
| | - Takeshi Kurose
- Center for Diabetes, Endocrinology and Metabolism, Kansai Electric Power Hospital, Osaka 553-0003, Japan
- Yutaka Seino Distinguished Center for Diabetes Research, Kansai Electric Power Medical Research Institute, Kobe 650-0047, Japan
| | - Nobuya Inagaki
- Department of Diabetes and Clinical Nutrition, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan
| | - Yutaka Seino
- Center for Diabetes, Endocrinology and Metabolism, Kansai Electric Power Hospital, Osaka 553-0003, Japan
- Yutaka Seino Distinguished Center for Diabetes Research, Kansai Electric Power Medical Research Institute, Kobe 650-0047, Japan
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Tanabe FH, Drehmer M, Neutzling MB. [Food consumption and dietary factors involved in health and disease in Nikkeis: systematic review]. Rev Saude Publica 2014; 47:634-46. [PMID: 24346577 DOI: 10.1590/s0034-8910.2013047003377] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2011] [Accepted: 10/18/2012] [Indexed: 12/30/2022] Open
Abstract
OBJECTIVE To analyze food consumption and dietary factors involved in the Nikkei population's health and disease processes METHODS A systematic review of observational studies that described Nikkeis' food intake was carried out in electronic databases Lilacs, SciELO and PubMed/Medline databases, from 1997 to 2012. Initially, 137 titles and abstracts were analyzed, excluding intervention studies, those which only presented metabolite and vitamin plasma levels and those which did not meet the objective of this study. Of these, 38 studies were selected and evaluated using a method based on Downs & Black (1998), adapted for observational studies, leaving 33 studies to be analyzed. RESULTS Few studies about Nikkei food intake were found outside of Hawaii, in the United States, and Sao Paulo (mainly in the city of Bauru) in Brazil. The total energy intake of Japanese-Brazilians had an elevated fat contribution, decreasing carbohydrate and protein intake. In the United States, the prevalence of Japanese-Americans who consumed high density energy food was elevated. The Niseis (children of immigrants) presented, on average, higher intake of Japanese food products, while the Sanseis (grandchildren of immigrants) showed more Westernized dietary habits. CONCLUSIONS Although some Japanese food habits have been maintained, the Nikkeis' dietary intake reveals a high prevalence of typical Westernized food intake (high in processed food, fat and sodium, and poor in fiber), that may be contributing to the increasing development of chronic disease in this population.
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Vashitha A, Agarwal BK, Gupta S. Hospital Based Study: Prevalence and Predictors of type 2 diabetes mellitus in Rural Population of Haryana. ASIAN PACIFIC JOURNAL OF TROPICAL DISEASE 2012. [DOI: 10.1016/s2222-1808(12)60147-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
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Yun WJ, Shin MH, Kweon SS, Park KS, Lee YH, Nam HS, Jeong SK, Yun YW, Choi JS. [A comparison of fasting glucose and HbA1c for the diagnosis of diabetes mellitus among Korean adults]. J Prev Med Public Health 2011; 43:451-4. [PMID: 20959716 DOI: 10.3961/jpmph.2010.43.5.451] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
OBJECTIVES The American Diabetes Association (ADA) has recently recommended the HbA1c assay as one of four options for making the diagnosis of diabetes mellitus, with a cut-point of ≥ 6.5%. We compared the HbA1c assay and the fasting plasma glucose level for making the diagnosis of diabetes among Korean adults. METHODS We analyzed 8710 adults (age 45-74 years), who were not diagnosed as having diabetes mellitus, from the Namwon study population. A fasting plasma glucose level of ≥ 126 mg/dL and an A1c of ≥ 6.5% were used for the diagnosis of diabetes. The kappa index of agreement was calculated to measure the agreement between the diagnosis based on the fasting plasma glucose level and the HbA1c. RESULTS The kappa index of agreement between the fasting plasma glucose level and HbA1c was 0.50. CONCLUSIONS The agreement between the fasting plasma glucose and HbA1c for the diagnosis of diabetes was moderate for Korean adults.
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Affiliation(s)
- Woo Jun Yun
- Department of Preventive Medicine, Chonnam National University Medical School, Korea
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Matos LND, Giorelli GDV, Saado A, Dias CB. Prevalence of prediabetes in patients with metabolic risk. SAO PAULO MED J 2011; 129:300-8. [PMID: 22069128 PMCID: PMC10868948 DOI: 10.1590/s1516-31802011000500004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2010] [Revised: 04/13/2011] [Accepted: 04/20/2011] [Indexed: 11/22/2022] Open
Abstract
CONTEXT AND OBJECTIVE Early diagnosis of prediabetes should be done to avoid complications relating to diabetes mellitus (DM). The aim here was to assess the prevalence of prediabetes among individuals at high risk of developing DM, and to seek variables relating to glucose intolerance (GI) among individuals with normal fasting plasma glucose (FPG). DESIGN AND SETTING Cross-sectional study at Hospital do Servidor Público Estadual, São Paulo. METHODS The FPG and glucose tolerance test (GTT) were analyzed, from which the subjects were divided as follows: group 1 (FPG and GTT both normal), group 2 (normal FPG but abnormal GTT), group 3 (abnormal FPG but normal GTT), and group 4 (FPG and GTT both abnormal). The subjects' clinical, laboratory and anthropometric profile was determined. RESULTS 138 subjects were studied: 44 in group 1, 11 in group 2, 33 in group 3 and 50 in group 4. The prevalence of prediabetes was 68.0%. Group 4 individuals were older than group 1 individuals [69.0 (55.5-74.0) versus 58.9 ± 11.8 years; P < 0.05], with greater prevalence of risk conditions for DM [5.0 (4.0-5.0) versus 4.0 (3.0-5.0); P < 0.05]. Among individuals with normal FPG, GI prevalence was 20.0%. No variables analyzed correlated with GTT. CONCLUSION The prevalence of prediabetes was 68.0%, and 20.0% of subjects with normal FPG had GI. Although some anthropometric, clinical and laboratory variables have been correlated with DM and prediabetes, none, except for GTT, was able to screen for GI among subjects with normal FPG in the present study.
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Affiliation(s)
- Lívia Nascimento de Matos
- Department of Internal Medicine, Institute for Medical Treatment, Hospital do Servidor Público Estadual de São Paulo-Francisco Morato de Oliveira, São Paulo, Brazil.
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Ramachandran A, Arun N, Shetty AS, Snehalatha C. Efficacy of primary prevention interventions when fasting and postglucose dysglycemia coexist: analysis of the Indian Diabetes Prevention Programmes (IDPP-1 and IDPP-2). Diabetes Care 2010; 33:2164-8. [PMID: 20519663 PMCID: PMC2945153 DOI: 10.2337/dc09-1150] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Impaired glucose tolerance (IGT) and impaired fasting glucose (IFG) have different pathophysiological abnormalities, and their combination may influence the effectiveness of the primary prevention tools. The hypothesis was tested in this analysis, which was done in a pooled sample of two Indian Diabetes Prevention Programmes (IDPP-1 and IDPP-2). RESEARCH DESIGN AND METHODS Researchers analyzed and followed up on the details of 845 of the 869 IGT subjects in the two studies for 3 years. Incidence of diabetes and reversal to normoglycemia (normal glucose tolerance [NGT]) were assessed in group 1 with baseline isolated IGT (iIGT) (n = 667) and in group 2 with IGT + IFG (n = 178). The proportion developing diabetes in the groups were analyzed in the control arm with standard advice (IDPP-1) (n = 125), lifestyle modification (LSM) (297 from both), metformin (n = 125, IDPP-1), and LSM + metformin (n = 121, IDPP-1) and LSM + pioglitazone (n = 298, IDPP-2). Cox regression analysis was used to assess the influence of IGT + IFG versus iIGT on the effectiveness of the interventions. RESULTS Group 2 had a higher proportion developing diabetes in 3 years (56.2 vs. 33.6% in group 1, P = 0.000) and a lower rate of reversal to NGT (18 vs. 32.1%, P = 0.000). Cox regression analysis showed that effectiveness of intervention was not different in the presence of fasting and postglucose glycemia after adjusting for confounding variables. CONCLUSIONS The effectiveness of primary prevention strategies appears to be similar in subjects with iIGT or with combined IGT + IFG. However, the possibility remains that a larger study might show that the effectiveness is lower in those with the combined abnormality.
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Affiliation(s)
- Ambady Ramachandran
- India Diabetes Research Foundation and Dr. A. Ramachandran’s Diabetes Hospitals, Chennai, India.
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Ferreira SRG, Almeida-Pittito BD. [Reflection about Japanese immigration to Brazil under the light of body adiposity]. ACTA ACUST UNITED AC 2010; 53:175-82. [PMID: 19466210 DOI: 10.1590/s0004-27302009000200009] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2008] [Accepted: 02/03/2009] [Indexed: 11/22/2022]
Abstract
Migrant populations represent a good opportunity to investigate the role of environmental factors for the genesis of obesity and its comorbidities. The Japanese-Brazilian Diabetes Study Group studied the prevalence of diabetes and related disorders in Japanese-Brazilians from Bauru, SP, in 1993. Using specific criteria for Asian, 22.4% of the Japanese-Brazilians were found as having overweight in this first phase of the study. In the second phase, in 2000, this prevalence increased to 44.2% and 50.3% had central obesity. This population also had high prevalence of type 2 diabetes, hypertension and dyslipidemia, components of the metabolic syndrome. The JBDS Group also showed the association between Occidentalized habits, mainly a rich saturated-fat-diet, and the occurrence of the metabolic syndrome. In 2005, motivated by these findings, the JBDS Group started the third phase of the study which was an intervention program based on healthy diet and physical activity recommendations, using resources that could be feasible in terms of public health in Brazil. After one year-intervention program, the JBDS Group observed a decrease in anthropometric parameters, blood pressure and plasma glucose and cholesterol levels. It will be necessary a longer follow-up to evaluate the maintainance of these benefits and their impact in the risk development of diabetes and cardiovascular events.
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Affiliation(s)
- Sandra R G Ferreira
- Departamento de Nutrição, Faculdade de Saúde Pública, Universidade de São Paulo, Av. Dr. Arnaldo 715, São Paulo, SP, Brazil.
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Moriuchi T, Oka R, Yagi K, Miyamoto S, Nomura H, Yamagishi M, Mabuchi H, Kobayashi J, Koizumi J. Diabetes progression from "high-normal" glucose in school teachers. Intern Med 2010; 49:1271-6. [PMID: 20606358 DOI: 10.2169/internalmedicine.49.3513] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
OBJECTIVE High-normal, the intermediate category between normal fasting glucose (NFG) and impaired fasting glucose (IFG), was introduced in the criteria of the disordered glucose metabolism in 2008. The aim of this study was to investigate the risk for future incidence of type 2 diabetes of the subjects with high-normal and to examine how other metabolic variables could be useful for their risk stratification. METHODS A historical cohort study was conducted from 2001 to 2008, inclusive, in 4,165 non-diabetic employees at public schools (2,229 men and 1,936 women; age 45.8+/-5.9 years, range 25-55 years). They were classified at baseline as NFG with fasting plasma glucose (FPG)<100 mg/dL, high-normal with FPG 100-109 mg/dL, and IFG with FPG 110-125 mg/dL. The incidence of type 2 diabetes (defined either by FPG > or = 126 mg/dL or by receiving treatments) was measured. RESULTS The cumulative incidence during a mean follow-up of 5.1 years were 16/3,364 (0.5%), 40/613 (6.5%), and 53/188 (28.2%) in subjects with NFG, high-normal, and IFG, respectively. Multivariate-adjusted odds ratios for the incidence were still significant both in high-normal and IFG compared to NFG. Body mass index (BMI) and alanine aminotransaminase (ALT) were associated with the incidence of type 2 diabetes independently of FPG categories (p<0.05). CONCLUSION The future incidence of type 2 diabetes in subjects with high-normal was significantly higher than in those with NFG in this population. BMI and ALT can improve risk stratification in high-normal subjects.
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Affiliation(s)
- Tadashi Moriuchi
- Metabolic and Vascular Science, Division of Cardiovascular Medicine, Kanazawa University Graduate School of Medical Science, Kanazawa
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Janghorbani M, Amini M. Progression to impaired glucose metabolism in first-degree relatives of patients with type 2 diabetes in Isfahan, Iran. Diabetes Metab Res Rev 2009; 25:748-55. [PMID: 19862775 DOI: 10.1002/dmrr.1038] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND The aim of this study was to estimate the progression rates from normal glucose tolerance (NGT) to impaired fasting glucose (IFG), impaired glucose tolerance (IGT) and diabetes, and from IFG and IGT to diabetes in first-degree relatives (FDRs) of individuals with type 2 diabetes mellitus. METHODS A total of 701 non-diabetic FDRs of consecutive patients with type 2 diabetes aged 20-70 years in 2003-2005 were followed through 2007 for the occurrence of IGT, IFG and type 2 diabetes. Glucose tolerance classification was based on the criteria of the American Diabetes Association and standard 75 g 2-h oral glucose tolerance test (OGTT). RESULTS The progression rate from NGT to IFG, IGT and diabetes were 8.6% (95% confidence interval (CI) 6.8-10.6), 3.7% (95% CI: 2.5-5.1) and 0.5% (95% CI: 0.1-1.2) per year after an average of 27.6 months, respectively. Progression rates from IFG and IGT to diabetes were 5.1% (95% CI: 2.1-10.2) and 9.9% (95% CI: 7.7-12.6) per year. CONCLUSIONS To our knowledge, these are the first estimate of progression rates from NGT to IFG, IGT and diabetes in FDRs of individuals with type 2 diabetes in Iran. The progression rates to diabetes in these participants are high, and intensive follow-up and intervention strategies are recommended for these high-risk individuals.
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Affiliation(s)
- Mohsen Janghorbani
- Department of Epidemiology and Biostatistics, School of Public Health, Isfahan University of Medical Sciences, Isfahan, Iran.
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Kim KS, Kim SK, Lee YK, Park SW, Cho YW. Diagnostic value of glycated haemoglobin HbA(1c) for the early detection of diabetes in high-risk subjects. Diabet Med 2008; 25:997-1000. [PMID: 18959616 DOI: 10.1111/j.1464-5491.2008.02489.x] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
OBJECTIVE The aim of this study was to assess the validity of fasting plasma glucose (FPG) and/or glycated haemoglobin (HbA(1c)) as screening tests for the early detection of diabetes in high-risk subjects. METHODS A total of 392 subjects (149 male and 243 female) with risk factors for diabetes were included. All subjects underwent a 75-g oral glucose tolerance test and HbA(1c) measurement. Receiver operating characteristic curve analysis was used to examine the sensitivity and specificity of FPG and HbA(1c) for detecting diabetes, which was defined as a FPG > or = 7.0 mmol/l or a post-challenge 2-h plasma glucose > or = 11.1 mmol/l. RESULTS The prevalence of newly diagnosed diabetes was 22.4% (n = 88). The current guideline of FPG > or = 7.0 mmol/l for diabetes screening detected only 55.7% of diabetic subjects. The optimal cut-off points of HbA(1c) and FPG for the diagnosis of diabetes were 6.1% (sensitivity 81.8%, specificity 84.9%) and 6.1 mmol/l (sensitivity 85.2%, specificity 88.5%), respectively. The screening model using FPG > or = 6.1 mmol/l and/or HbA(1c) > or = 6.1% had sensitivities of 71.6-95.5% and specificities of 77.6-95.7% for detecting undiagnosed diabetes. CONCLUSIONS The current American Diabetes Association diagnostic criteria, based only on FPG, are relatively insensitive in the detection of diabetes in high-risk subjects. The simultaneous measurement of FPG and HbA(1c) might be a more sensitive screening tool for identifying high-risk individuals with diabetes at an early stage.
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Affiliation(s)
- K-S Kim
- Department of Internal Medicine, College of Medicine, Pochon CHA University, Bundang-Gu, Sungnam, Korea
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Nyamdorj R, Qiao Q, Lam TH, Tuomilehto J, Ho SY, Pitkäniemi J, Nakagami T, Mohan V, Janus ED, Ferreira SRG. BMI compared with central obesity indicators in relation to diabetes and hypertension in Asians. Obesity (Silver Spring) 2008; 16:1622-35. [PMID: 18421260 DOI: 10.1038/oby.2008.73] [Citation(s) in RCA: 156] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
OBJECTIVE To compare BMI with waist circumference (WC), waist-to-hip ratio (WHR), and waist-to-stature ratio (WSR) in association with diabetes or hypertension. METHODS AND PROCEDURES Cross-sectional data from 16 cohorts from the DECODA (Diabetes Epidemiology: Collaborative Analysis of Diagnostic criteria in Asia) study, comprising 9,095 men and 11,732 women, aged 35-74 years, of different ethnicities were included in this meta-analysis. RESULTS Age-adjusted odds ratios (ORs) for diabetes in men (women) for 1 s.d. increase in BMI, WC, WHR, and WSR were 1.52 (1.59), 1.54 (1.70), 1.53 (1.50), and 1.62 (1.70), respectively; and the corresponding ORs for hypertension were 1.68 (1.55), 1.66 (1.51), 1.45 (1.28), and 1.63 (1.50). Paired homogeneity tests (BMI with each of the three) adjusted for age and cohort showed that diabetes had stronger association with WSR than BMI (P=0.001) in men but with WC and WSR than BMI (both P<0.05) in women. Hypertension had stronger association with BMI than WHR in men (P<0.001) and had the strongest with BMI than the others (WHR P<0.001; WSR P<0.01; and WC P<0.05) in women. Areas under the receiver operating characteristic (ROC) curves adjusted for age and cohort were slightly larger for diabetes for WSR 0.735 (0.748) in men (women) and WC 0.749 (women only) than BMI 0.725 (0.742) while for hypertension larger for BMI 0.760 (0.766) than WHR 0.748 (0.751), but their 95% CIs were all overlapped. DISCUSSION WSR was stronger than BMI in association with diabetes, but these indicators were equally strongly associated with hypertension in Asians.
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Massimino FC, Gimeno SGA, Ferreira SRG. All-cause mortality among Japanese-Brazilians according to nutritional characteristics. CAD SAUDE PUBLICA 2008; 23:2145-56. [PMID: 17700949 DOI: 10.1590/s0102-311x2007000900022] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2005] [Accepted: 12/05/2006] [Indexed: 11/22/2022] Open
Abstract
The aim of this study was to verify the association between nutritional variables and mortality in a Japanese-Brazilian cohort. In 1993, 647 subjects were interviewed with food frequency questionnaires and scheduled for physical procedures (weight, height, blood pressure) and biochemical tests (oral glucose tolerance test). Student's t test was used to compare the mean values of target variables between living and deceased subjects. Mortality rate and hazard ratios were obtained (crude and adjusted) according to the nutritional variables. Overall mortality rates were 21.4 and 11.7/1,000 person-years for males and females, respectively. Smoking, diabetes, sedentary lifestyle, hypertension, higher mean age, high blood pressure, high blood glucose, and higher percent weight gain and rate of weight gain were observed in the history of deceased subjects. After adjusting for control variables, an increase was observed in mortality among individuals with lower carbohydrate and cholesterol intake. The results suggest that mortality risk factors like age, chronic diseases, sedentary lifestyle, smoking, and inadequate diet must also be acting in the Japanese-Brazilian population.
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Pei D, Lin JD, Wu DA, Hsieh CH, Hung YJ, Kuo SW, Kuo KL, Wu CZ, Li JC. Predicting glucose intolerance with normal fasting plasma glucose by the components of the metabolic syndrome. Ann Saudi Med 2007; 27:339-46. [PMID: 17921690 PMCID: PMC6077059 DOI: 10.5144/0256-4947.2007.339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Surprisingly, it is estimated that about half of type 2 diabetics remain undetected. The possible causes may be partly attributable to people with normal fasting plasma glucose (FPG) but abnormal postprandial hyperglycemia. We attempted to develop an effective predictive model by using the metabolic syndrome (MeS) components as parameters to identify such persons. SUBJECTS AND METHODS All participants received a standard 75-g oral glucose tolerance test, which showed that 106 had normal glucose tolerance, 61 had impaired glucose tolerance, and 6 had diabetes-on-isolated postchallenge hyperglycemia. We tested five models, which included various MeS components. Model 0: FPG; Model 1 (clinical history model): family history (FH), FPG, age and sex; Model 2 (MeS model): Model 1 plus triglycerides, high-density lipoprotein cholesterol, body mass index, systolic blood pressure and diastolic blood pressure; Model 3: Model 2 plus fasting plasma insulin (FPI); Model 4: Model 3 plus homeostasis model assessment of insulin resistance. A receiver-operating characteristic (ROC) curve was used to determine the predictive discrimination of these models. RESULTS The area under the ROC curve of the Model 0 was significantly larger than the area under the diagonal reference line. All the other 4 models had a larger area under the ROC curve than Model 0. Considering the simplicity and lower cost of Model 2, it would be the best model to use. Nevertheless, Model 3 had the largest area under the ROC curve. CONCLUSION We demonstrated that Model 2 and 3 have a significantly better predictive discrimination to identify persons with normal FPG at high risk for glucose intolerance.
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Affiliation(s)
- Dee Pei
- Department of Internal Medicine, Cardinal Tien Hospital, College of Medicine, Fu Jen Catholic University, Xindian, Taiwan, ROC
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Duval S, Vazquez G, Baker WL, Jacobs DR. The Collaborative Study of Obesity and Diabetes in Adults (CODA) project: meta-analysis design and description of participating studies. Obes Rev 2007; 8:263-76. [PMID: 17444967 DOI: 10.1111/j.1467-789x.2006.00263.x] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
The Collaborative Study of Obesity and Diabetes in Adults (CODA) project was formed to establish an international database of studies of abdominal obesity and type 2 diabetes mellitus (T2DM), and to provide analyses of these associations using individual participant data (IPD) meta-analytic techniques. The collaboration involves obtaining raw data from existing studies. The main objectives of the collaboration are to assess which simple anthropometric indices most closely predict the risk of T2DM in adults, and to investigate ethnicity and other factors that potentially modify that prediction. A second task related to primary prevention of diabetes subsequently evolved, the CODA-2 project, and is concerned with population-based methods to identify people most likely to benefit from diabetes interventions. This article describes the meta-analysis design and the studies involved. The collaboration currently has 37 studies enrolled, providing data on 260,000 participants. The proposed IPD meta-analyses will help resolve several outstanding issues in diabetes.
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Affiliation(s)
- S Duval
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN 55454-1015, USA.
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Abstract
OBJECTIVE We sought to estimate the rate of progression from newly acquired (incident) impaired fasting glucose (IFG) to diabetes under the old and new IFG criteria and to identify predictors of progression to diabetes. RESEARCH DESIGN AND METHODS We identified 5,452 members of an HMO with no prior history of diabetes, with at least two elevated fasting glucose tests (100-125 mg/dl) measured between 1 January 1994 and 31 December 2003, and with a normal fasting glucose test before the two elevated tests. All data were obtained from electronic records of routine clinical care. Subjects were followed until they developed diabetes, died, left the health plan, or until 31 December 2005. RESULTS Overall, 8.1% of subjects whose initial abnormal fasting glucose was 100-109 mg/dl (added IFG subjects) and 24.3% of subjects whose initial abnormal fasting glucose was 110-125 mg/dl (original IFG subjects) developed diabetes (P < 0.0001). Added IFG subjects who progressed to diabetes did so within a mean of 41.4 months, a rate of 1.34% per year. Original IFG subjects converted at a rate of 5.56% per year after an average of 29.0 months. A steeper rate of increasing fasting glucose; higher BMI, blood pressure, and triglycerides; and lower HDL cholesterol predicted diabetes development. CONCLUSIONS To our knowledge, these are the first estimates of diabetes incidence from a clinical care setting when the date of IFG onset is approximately known under the new criterion for IFG. The older criterion was more predictive of diabetes development. Many newly identified IFG patients progress to diabetes in <3 years, which is the currently recommended screening interval.
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Affiliation(s)
- Gregory A Nichols
- Center for Health Research, 3800 N. Interstate Avenue, Portland, OR 97227-1098, USA.
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Mariosa LSS, Ribeiro-Filho FF, Ribeiro AB, Zanella MT. Diagnosing abnormal glucose tolerance in hypertensive women: are we making the best choice? JOURNAL OF THE CARDIOMETABOLIC SYNDROME 2007; 2:98-103. [PMID: 17684470 DOI: 10.1111/j.1559-4564.2007.06482.x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
Essential hypertension is a condition of peripheral insulin resistance; thus, fasting plasma glucose level (FPG) alone may not identify glucose tolerance abnormalities. To evaluate the value of an FPG of 100 mg/dL in the detection of these abnormalities in hypertensive women and to identify clinical markers of a high risk of glucose intolerance indicative of further investigation, the authors studied 313 hypertensive women, without known diabetes, in whom an oral glucose tolerance test (OGTT) was performed. The authors demonstrated that FPG alone was not sufficient to identify 27.6% of hypertensive women with glucose intolerance. In this subgroup, the association of waist circumference >or=97 cm and FPG >or=100 mg/dL increased the risk of glucose intolerance with an odds ratio of 6.97. The authors suggest that OGTT should be performed in hypertensive women with normal FPG but with FPG >or=90 mg/dL or waist circumference >or=97 cm.
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Affiliation(s)
- Lydia Sebba Souza Mariosa
- Division of Endocrinology, Department of Medicine, Federal University of Sao Paulo, Oswaldo Ramos Foundation, Sao Paulo, Brazil
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Gimeno SGA, Osiro K, Matsumura L, Massimino FC, Ferreira SRG. Glucose intolerance and all-cause mortality in Japanese migrants. Diabetes Res Clin Pract 2005; 68:147-54. [PMID: 15860243 DOI: 10.1016/j.diabres.2004.09.006] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2004] [Revised: 08/17/2004] [Accepted: 09/08/2004] [Indexed: 11/29/2022]
Abstract
OBJECTIVE To assess all-cause mortality in a Japanese-Brazilian community according to the categories of glucose tolerance. STUDY DESIGN AND SETTING The cohort consisted of participants examined in two phases of a follow-up study started in 1993 (n=647). They were interviewed and submitted to an oral glucose tolerance test. Student's t-test was used to compare baseline parameters between alive and dead subjects. Cox proportional hazards model was used to estimate crude and adjusted hazard ratios (HR). RESULTS Seventy-one deaths occurred during the study period and a higher proportion of men (62%) was detected. Crude all-cause mortality rate was 16.2/1000 person-year. Vascular disease and cancer were the most frequent causes of deaths (77.3%). A higher mortality rate was observed in subjects with diabetes when compared with the normal glucose tolerant ones (HR: 2.0; 95% CI: 1.1-3.6), independently of age, systolic blood pressure, smoking and history of myocardial infarction. CONCLUSION Also among Japanese living in the Western world, a deleterious role of fasting and 2-h plasma glucose was found on mortality especially among younger subjects.
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Affiliation(s)
- Suely G A Gimeno
- Preventive Medicine Department, Federal University of São Paulo (UNIFESP-EPM), São Paulo, Brazil.
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Passos VMDA, Barreto SM, Diniz LM, Lima-Costa MF. Type 2 diabetes: prevalence and associated factors in a Brazilian community--the Bambuí health and aging study. SAO PAULO MED J 2005; 123:66-71. [PMID: 15947833 DOI: 10.1590/s1516-31802005000200007] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
CONTEXT AND OBJECTIVE Diabetes is an increasing cause of death in developing countries. Our objective was to describe the prevalence and clinical factors associated with diabetes and impaired fasting glycemia among adults (18-59 years) and elderly adults (60+ years). DESIGN AND SETTING Population based, cross-sectional study in Bambuí, Brazil. METHODS 816 adult and 1,494 elderly participants were interviewed; weight, height and blood pressure measured; and blood samples collected. Diabetes was defined as plasma fasting glucose > 126 mg/dl and/or use of hypoglycemic agents; impaired fasting glycemia as glycemia of 110-125 mg/dl. Associations were investigated using multinomial logistical regression (reference: fasting glycemia < 109 mg/dl). RESULTS Among the elderly, 218 (14.59%) presented diabetes and 199 (13.32%) impaired fasting glycemia, whereas adult prevalences were 2.33% and 5.64%. After multinomial analysis, diabetes remained associated, for adults, with increased waist-to-hip ratio and total cholesterol > 240 mg/dl; for elderly adults, with family history of diabetes, body-mass index of 25-29 kg/m(2), body-mass index > 30 kg/m(2), increased waist-to-hip ratio, low HDL-cholesterol triglyceridemia of 200-499 mg/dl and triglyceridemia > 500 mg/dl. Among adults, impaired fasting glycemia remained associated negatively with male sex and positively with ages of 40-59 years, physical inactivity and increased waist-to-hip ratio; among the elderly, with alcohol consumption, overweight, obesity and triglycerides > 200 mg/dl. CONCLUSIONS The results reinforce the importance of interventions to reduce physical inactivity, alcohol consumption, obesity and dyslipidemia, so as to prevent increasing incidence of diabetes.
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Affiliation(s)
- Valéria Maria de Azeredo Passos
- Centro de Pesquisas René Rachou, Fundação Oswaldo Cruz, Faculdade de Medicina, Universidade Federal de Minas Gerais, Av. Alfredo Balena 190, Belo Horizonte, Minas Gerais, Brazil.
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Ihsan ABA, Charles B, Raid B, Ali AYS. Diagnostic accuracy of the American Diabetes Association criteria in the diagnosis of glucose intolerance among high-risk Omani subjects. Ann Saudi Med 2004; 24:183-5. [PMID: 15307455 PMCID: PMC6147942 DOI: 10.5144/0256-4947.2004.183] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Type 2 diabetes mellitus is highly prevalent in the rapidly growing Omani population. The American Diabetes Association (ADA) has recommended new criteria for Type 2 diabetes, but the new criteria have been challenged as inadequate. We measured the sensitivityand specificity of theADA criteria compared with World Health Organization (WHO) criteria for the diagnosis of abnormal glucose intolerance in Omani subjects. METHODS Subjects not known to have diabetes were recruited from the Lipid and Endocrine Clinics at Sultan Qaboos University Hospital between 1999 and 2001. Fasting and 2-hour post-75g oral glucose tolerance test (OGTT) glucose levels were measured according to WHO criteria. RESULTS 176 subjects were recruited for the study. WHO and the ADA criteria were in agreement for 104 out of 115 normal glucose tolerance (NGT), 4 out of 38 impaired glucose tolerance (IGT), and 14 out of 23 diabetic tolerance glucose (DGT) corresponding to a sensitivity of 90%, 10%, and 61% for NGT, IGT, and DGT, respectively. Compared with WHO criteria, the ADA criteria had 30% sensitivity and 90% specificity overall. Comparing fasting glucose cutoff values for the diagnosis of IGT, a cut-off of 5.9 mmol/L yielded the best diagnostic sensitivity and specificity compared to the 6.1 mmol/L recommended by the ADA criteria as determined by the receiver-operating characteristics (ROC), with an area under the curve of 0.677 vs. 0.387, respectively. CONCLUSION The ADA criteria had poor sensitivity in the detection of impaired glucose tolerance in high-risk Omani subjects compared with WHO criteria.
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Affiliation(s)
- Al-Bahrani Ali Ihsan
- Department of Biochemistry, College of Medicine and Health Sciences, Sultan Qaboos University, Al-Khoud, Sultanate of Oman
| | - Bukhiet Charles
- Department of Mathematics and Statistics, College of Science, Sultan Qaboos University, Al-Khoud, Sultanate of Oman
| | - Bayoumi Raid
- Department of Biochemistry, College of Medicine and Health Sciences, Sultan Qaboos University, Al-Khoud, Sultanate of Oman
| | - Al-Yahyaee Said Ali
- Department of Biochemistry, College of Medicine and Health Sciences, Sultan Qaboos University, Al-Khoud, Sultanate of Oman
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Agarwal MM, Punnose J, Dhatt GS. Gestational diabetes: implications of variation in post-partum follow-up criteria. Eur J Obstet Gynecol Reprod Biol 2004; 113:149-53. [PMID: 15063951 DOI: 10.1016/j.ejogrb.2003.09.021] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2003] [Revised: 08/01/2003] [Accepted: 09/05/2003] [Indexed: 10/26/2022]
Abstract
OBJECTIVE To compare the recommendations of the American Diabetes Association (ADA) with the World Health Organization (WHO) for evaluating women with gestational diabetes (GDM) after delivery. STUDY DESIGN During a 5-year period, 549 patients underwent the 2h, 75 g oral glucose tolerance test (OGTT), 4-8 weeks after delivery. They were classified by the criteria of WHO (1985), the ADA [1997, fasting glucose (FPG)] and the revised WHO (1999). RESULTS The prevalence of diabetes by WHO-1985 and ADA-1997 were similar (8.2% versus 6.6%) but estimates of impaired glucose homeostasis varied widely (15.5% impaired glucose tolerance (IGT) versus 9.3% impaired fasting glucose, respectively). 118 (21.5%) women and 83 (15.1%) women showed a classification discrepancy between ADA-1997 with the WHO-1985 and -1999, respectively. The receiver-operating characteristic (ROC) curve area of the FPG was 0.94 for DM by the OGTT (WHO-1985 criteria) but only 0.59 for IGT by the 2h post-glucose. CONCLUSIONS The various guidelines for GDM follow-up after delivery, often based on expert opinion, produce similar estimates for diabetes prevalence but widely discordant results for glucose intolerance. Until more uniform evidence-based criteria become available, the various strategies for GDM follow-up will continue to cause confusion in clinical practice.
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Affiliation(s)
- Mukesh M Agarwal
- Department of Pathology, Faculty of Medicine, UAE University, PO Box 17666, Al Ain, United Arab Emirates.
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Kim SG, Yang SW, Jang AS, Seo JP, Han SW, Yeom CH, Kim YC, Oh SH, Kim JS, Nam HS, Chung DJ, Chung MY. Prevalence of diabetes mellitus in the elderly of Namwon County, South Korea. Korean J Intern Med 2002; 17:180-90. [PMID: 12298429 PMCID: PMC4531677 DOI: 10.3904/kjim.2002.17.3.180] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND Ethnic and geographic differences exist in the prevalence of diabetes mellitus which has increased dramatically in South Korea. A few community-based epidemiologic studies with oral glucose tolerance test were performed in South Korea. The purpose of this study was to determine the prevalence of diabetes mellitus by the World Health Organization (WHO) and the American Diabetic Association (ADA) diagnostic criteria and to investigate their associated risk factors. Also, we compared and analyzed the characteristics of Koreans by WHO and ADA diagnostic criteria. METHODS Between March 22, 1999 and July 14, 1999, a random sampling of 1,445 residents over 40 years of age in five villages (3 myons and 2 dongs) in Namwon City. Chollabuk-do Province, South Korea was carried out. WHO and ADA diagnostic criteria were used for the prevalence of DM, IGT and IFG. The associated factors of subjects were analyzed. RESULTS After age adjustment for the population projection of Korea (1999), the prevalence of DM and IGT was 13.7% and 13.8%, respectively, by WHO criteria, while the prevalence of DM, IGT and IFG was 15.8%, 12.8% and 5.7%, respectively, by ADA criteria, and the previous diagnosed diabetics were 5.8% in 665 adults over 40 years of age in the Namwon area. The age-adjusted prevalence of previously diagnosed diabetics was 5.8%. When the subjects classified by both criteria were compared, the level of agreement between WHO and ADA diagnostic criteria, except IFG, was very high (kappa = 0.94; p < 0.001). The ROC curve analysis determined FSG of 114.5 mg/dL (6.4 mmol/L) to yield optimal sensitivity and specificity corresponding to a PP2SG 200 mg/dL (11.1 mmol/L). The prevalence of DM and IGT with ADA diagnostic criteria rose with increasing age (p < 0.05). The body mass index was mean 23.8 +/- 3.4 in all the subjects, 23.75 +/- 3.46 in NGT group and 23.67 +/- 3.16 in DM group, but the differences in the prevalence of DM, IGT and IFG by BMI were not significant. The prevalence of DM rose significantly with the increase in the waist-hip ratio (p < 0.05). The prevalence of DM significantly increased in subjects by increases in blood pressure, and triglyceride and the relative risk in the prevalence of DM was significantly high with dyslipidemia (Odds ratio 2.29, 95% CI: 1.16-3.49). CONCLUSION The prevalence of Diabetes Mellitus in the population over 40 years of age in Namwon City. South Korea remarkably increased compared with the 1970s and 1980s and was similar to that of the West. Ethnic differences in obesity of normal, DM and IGT subjects and in the effect on the prevalence of DM may exist in the Korean population, but they were not significant. As there is a limit in number, it is considered that a general population-based epidemiologic study on a large scale is required to investigate ethnic and geographic differences for the risk factors of DM in South Korea. The level of agreement, except IFG, by WHO and ADA diagnostic criteria was high, which indicates that these results may show that not only fasting serum glucose but also postprandial 2-h serum glucose are important for diagnosing diabetes in Korean.
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Affiliation(s)
- Sang Guk Kim
- Department of Internal Medicine, College of Medicine, Seonam University, Namwon, Korea
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Unwin N, Shaw J, Zimmet P, Alberti KGMM. Impaired glucose tolerance and impaired fasting glycaemia: the current status on definition and intervention. Diabet Med 2002; 19:708-23. [PMID: 12207806 DOI: 10.1046/j.1464-5491.2002.00835.x] [Citation(s) in RCA: 743] [Impact Index Per Article: 33.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
A workshop was convened by the International Diabetes Federation to review the latest information relating to the risks associated with impaired glucose tolerance (IGT) and impaired fasting glycaemia (IFG) for future diabetes and cardiovascular disease (CVD). The workshop sought to address three questions: (i) are the current definitions of IGT and IFG appropriate; (ii) are IFG and IGT risk factors, risk markers or diseases; (iii) what interventions (if any) should be recommended for people with IFG and IGT? The determinants of elevated fasting glucose and 2-h plasma glucose in an oral glucose tolerance test (2-HPG) levels differ. Raised hepatic glucose output and a defect in early insulin secretion are characteristic of the former, and peripheral insulin resistance is most characteristic of the latter. Therefore, it is not surprising that the concordance between the categories of IFG and IGT is limited. In all prevalence studies to date only half or less of people with IFG have IGT, and even a lower proportion (20-30%) with IGT also have IFG. In the majority of populations studied, IGT is more prevalent than IFG, and there is a difference in phenotype and gender distribution between the two categories. IFG is substantially more common amongst men and IGT slightly more common amongst women. The prevalence of IFG tends to plateau in middle age whereas the prevalence of IGT rises into old age. Both IFG and IGT are associated with a substantially increased risk of developing diabetes, with the highest risk in people with combined IFG and IGT. Because IGT is commoner than IFG in most populations it is more sensitive (but slightly less specific) for identifying people who will develop diabetes. In most populations studied, 60% of people who develop diabetes have either IGT or IFG 5 years or so before, with the other 40% having normal glucose tolerance at that time. The limited published data suggest that both isolated IFG (I-IFG) and isolated IGT (I-IGT) are similarly associated with cardiovascular risk factors, such as hypertension and dyslipidaemia, with the highest risk in those with combined IFG and IGT. However, some data have suggested that I-IGT is more strongly associated with hypertension and dyslipidaemia (features of the metabolic syndrome) than I-IFG. In unadjusted analyses both IFG and IGT are associated with CVD and total mortality. In separate analyses for fasting and 2-HPG adjusted for other cardiovascular risk factors (from the DECODE study) there remains a continuous relationship between 2-HPG and mortality, but an independent relationship with fasting glucose is only found above 7.0 mmol/l. Glycated haemoglobin (HbA1c) levels are continuously and positively associated with CVD and total mortality independent of other CVD risk factors. Life style interventions, including weight loss and increased physical activity, are highly effective in preventing or delaying the onset of diabetes in people with IGT. Two randomized controlled trials of individuals with IGT found that life style intervention studies reduce the risk of progressing to diabetes by 58%. The oral hypoglycaemic drugs metformin and acarbose have also been shown to be effective, but less so than the life style measures. Similar data do not yet exist for the effectiveness of such interventions in people with I-IFG. Larger studies are required to evaluate the effects of interventions on cardiovascular outcomes in people with IGT. Cost effective strategies to identify people with IGT for intervention should be developed and evaluated. The use of simple risk scores to assess who should undergo an oral glucose tolerance test is one promising approach, although these will need to be population-specific. In conclusion, IGT and IFG differ in their prevalence, population distribution, phenotype, and risk of total mortality and CVD. The consensus of the workshop was: 1. The diagnostic thresholds for all categories of glucose intolerance should be revisited in the light of the latest evidence. There was no clear consensus (with current evidence) on whether IFG and IGT should be classified as diseases, but they clearly represent risk factors and risk markers for diabetes and CVD, respectively. 2. Both IGT and IFG are similarly associated with an increased risk of diabetes, but IGT is more strongly associated with CVD outcomes. 3. Risks are higher when IGT and IFG coexist. 4. Life style interventions are highly effective in delaying or preventing the onset of diabetes in people with IGT and may reduce CVD and total mortality, but the latter requires formal testing.
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Affiliation(s)
- N Unwin
- Diabetes and Metabolism, School of Clinical Medical Sciences, University of New Castle, UK
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Cardiovascular risk profile assessment in glucose-intolerant Asian individuals--an evaluation of the World Health Organization two-step strategy: the DECODA Study (Diabetes Epidemiology: Collaborative Analysis of Diagnostic Criteria in Asia). Diabet Med 2002; 19:549-57. [PMID: 12099957 DOI: 10.1046/j.1464-5491.2002.00735.x] [Citation(s) in RCA: 41] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
AIMS To assess the cardiovascular (CVD) risk factor profile in individuals with diabetes and impaired glucose tolerance (IGT) identified by a one-step (fasting plasma glucose (FPG)) or a two-step strategy (including an oral glucose tolerance test (OGTT) in subjects with impaired fasting glucose (IFG)) as recommended by the World Health Organization (WHO). METHODS Twelve population-based studies in six countries (17 512 subjects, age 30-89 years, without known diabetes, with OGTT (fasting and 2-h plasma glucose (2-h PG))). Age, gender, and centre-adjusted means of CVD risk factors were compared according to the level of glucose intolerance. RESULTS Diabetes was found in 1270 individuals and IFG or IGT in 3158. In the diabetic group 55.1% had a FPG > or = 7.0 mmol/l (range between countries 36.2-67.0%), 20.5% were identified through the stepwise strategy (range 0-32%), while 24.4% would remain undiagnosed (FPG < 6.1 mmol/l) (range 9.0-40.0%). The two-step strategy identified 60-91% of all newly diagnosed diabetic subjects with 5-12% of the population requiring an OGTT. Mean body mass index (BMI), blood pressure, and total cholesterol did not differ between diabetic individuals diagnosed by FPG or OGTT. The step-wise strategy identified < 50% of the subjects with impaired glucose regulation, and the cardiovascular risk profile (BMI, blood pressure, and cholesterol) did not differ between those identified and those not identified in the screening process. CONCLUSIONS Applying an OGTT in subjects with IFG will fail to detect every fourth diabetic individual and every second individual with impaired glucose regulation. Individuals not diagnosed had a cardiovascular risk profile identical to those identified in the diagnostic process. Lower thresholds for an OGTT may be necessary in Asian populations.
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Rodriguez BL, Abbott RD, Fujimoto W, Waitzfelder B, Chen R, Masaki K, Schatz I, Petrovitch H, Ross W, Yano K, Blanchette PL, Curb JD. The American Diabetes Association and World Health Organization classifications for diabetes: their impact on diabetes prevalence and total and cardiovascular disease mortality in elderly Japanese-American men. Diabetes Care 2002; 25:951-5. [PMID: 12032097 DOI: 10.2337/diacare.25.6.951] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To compare the prevalence of diabetes according to the American Diabetes Association (ADA) and World Health Organization (WHO) classifications in a sample of elderly Japanese-American men; to examine the association with total and cardiovascular mortality by diabetes status using both classifications; and to determine whether the fasting or 2-h glucose measurement is a stronger predictor of adverse outcomes. RESEARCH DESIGN AND METHODS Examinations given from 1991 to 1993 in the Honolulu Heart Program were used as baseline for these analyses. Subjects were 71-93 years of age at that time and were followed for total and cardiovascular disease mortality for up to 7 years. RESULTS A total of approximately 66% of individuals who had diabetes by WHO criteria were missed when the ADA definition was used. The relative risks of total and cardiovascular mortality for those with versus those without diabetes were similar for both definitions; however, when fasting and postload glucose measures were analyzed as continuous variables, the 2-h measurement was a superior predictor and was independent of fasting glucose. In contrast, fasting glucose was not an independent predictor of these outcomes in the presence of the 2-h measurement. CONCLUSIONS The prevalence of glucose metabolism abnormalities was very high among elderly Japanese-American men. The WHO classification was superior to the ADA classification in identification of subjects at high risk for adverse outcomes. Therefore, we conclude that the 2-h glucose measurement is valuable and should be retained in epidemiologic studies.
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Affiliation(s)
- Beatriz L Rodriguez
- Division of Clinical Epidemiology and the Department of Geriatric Medicine, John A. Burns School of Medicine, University of Hawaii at Manoa, Hawaii.
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Richard JL, Sultan A, Daures JP, Vannereau D, Parer-Richard C. Diagnosis of diabetes mellitus and intermediate glucose abnormalities in obese patients based on ADA (1997) and WHO (1985) criteria. Diabet Med 2002; 19:292-9. [PMID: 11943000 DOI: 10.1046/j.1464-5491.2002.00647.x] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
AIM To assess the accuracy of the 1997 ADA criteria for diagnosing diabetes mellitus and related glucose disturbances in comparison with the reference WHO 1985 criteria in obese subjects. PATIENTS AND METHODS In 286 men and 881 women, 15-84 years of age, with obesity (body mass index (BMI) > or = 30 kg/m2), an oral glucose tolerance test (OGTT) was carried out according to WHO standard. Patients were classified into three categories of glucose tolerance using WHO 1985 (Normal Glucose Tolerance (NGT), Impaired Glucose Tolerance (IGT) and Diabetes Mellitus (DM)) and ADA (Normal Fasting Glucose (NFG), Impaired Fasting Glucose (IFG) and DM) criteria. Prevalence of each category was compared and agreement between the two classifications was assessed. The relation between fasting plasma glucose value and diabetes, as diagnosed by WHO 1985 criteria, was studied using various regression models, cumulative frequency curves, Finch method and ROC curve. RESULTS Compared with WHO 1985, ADA criteria strongly underestimated the prevalence rate of diabetes (3.7% vs. 10.6%) and intermediate glucose abnormalities (6.0% vs. 22.4%). Agreement between the two classifications was poor (kappa = 0.23). Moreover, many patients defined as glucose-intolerant by the WHO 1985 criteria were shifted to a more favourable metabolic status by ADA criteria. Thus, ADA criteria failed to detect 69% of WHO diabetic patients and 89% with IGT were considered as normal. According to the method, cut-off value of fasting blood glucose for detecting WHO 1985-diagnosed diabetes varied widely, from 5.3 to 6.3 mmol/l and none was satisfactory because of poor sensitivity and positive predictive value. CONCLUSION The ADA criteria do not appear to be a good substitute for those of the WHO 1985 at identifying diabetes and intermediate glucose abnormalities in an obese population. Since it appears impossible to determine a reliable cut-off value for fasting blood glucose to identify diabetic obese subjects with sufficient sensitivity, our results justify the retention of the OGTT in clinical practice or for epidemiological studies.
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Affiliation(s)
- J-L Richard
- Department for Nutritional Diseases and Diabetology, Medical Centre, University Hospital of Nîmes, Le Grau du Roi, France.
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Sacks DB, Bruns DE, Goldstein DE, Maclaren NK, McDonald JM, Parrott M. Guidelines and Recommendations for Laboratory Analysis in the Diagnosis and Management of Diabetes Mellitus. Clin Chem 2002. [DOI: 10.1093/clinchem/48.3.436] [Citation(s) in RCA: 603] [Impact Index Per Article: 27.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
AbstractBackground: Multiple laboratory tests are used in the diagnosis and management of patients with diabetes mellitus. The quality of the scientific evidence supporting the use of these assays varies substantially.Approach: An expert committee drafted evidence-based recommendations for the use of laboratory analysis in patients with diabetes. An external panel of experts reviewed a draft of the guidelines, which were modified in response to the reviewers’ suggestions. A revised draft was posted on the Internet and was presented at the AACC Annual Meeting in July, 2000. The recommendations were modified again in response to oral and written comments. The guidelines were reviewed by the Professional Practice Committee of the American Diabetes Association.Content: Measurement of plasma glucose remains the sole diagnostic criterion for diabetes. Monitoring of glycemic control is performed by the patients, who measure their own plasma or blood glucose with meters, and by laboratory analysis of glycated hemoglobin. The potential roles of noninvasive glucose monitoring, genetic testing, autoantibodies, microalbumin, proinsulin, C-peptide, and other analytes are addressed.Summary: The guidelines provide specific recommendations based on published data or derived from expert consensus. Several analytes are of minimal clinical value at the present time, and measurement of them is not recommended.
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Affiliation(s)
- David B Sacks
- Department of Pathology, Brigham and Women’s Hospital and Harvard Medical School, Thorn 530, 75 Francis St., Boston, MA 02115
| | - David E Bruns
- Department of Pathology, University of Virginia Medical School, PO Box 800214, Charlottesville, VA 22908
| | - David E Goldstein
- Department of Child Health, University of Missouri School of Medicine, 1 Hospital Dr., Columbia, MO 65212
| | - Noel K Maclaren
- Weill Medical College of Cornell University, 1300 York Ave., Suite LC-623, New York, NY 10021
| | - Jay M McDonald
- Department of Pathology, University of Alabama at Birmingham, 701 S. 19th St., Birmingham, AL 35294
- Veterans Administration Medical Center, Birmingham, AL 35233
| | - Marian Parrott
- American Diabetes Association, 1701 Beauregard St., Alexandria, VA 22311
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Melchionda N, Forlani G, Marchesini G, Baraldi L, Natale S. WHO and ADA criteria for the diagnosis of diabetes mellitus in relation to body mass index. Insulin sensitivity and secretion in resulting subcategories of glucose tolerance. Int J Obes (Lond) 2002; 26:90-6. [PMID: 11791152 DOI: 10.1038/sj.ijo.0801847] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2000] [Revised: 02/16/2001] [Accepted: 07/06/2001] [Indexed: 02/04/2023]
Abstract
OBJECTIVE To determine the influence of body mass index (BMI) on agreement between the American Diabetes Association (ADA) and the new World Health Organization diagnostic criteria for the diagnosis of diabetes mellitus and to investigate the metabolic profile of the resulting subcategories. DESIGN Cross-sectional study SUBJECTS A total of 3018 subjects with no previous history of diabetes and fasting glucose <7.8 mmol/l, with a wide range of BMIs. MEASUREMENTS (1) Prevalence of impaired glucose regulation (IGR) and diabetes (DM) according to ADA and WHO diagnostic criteria; (2) basal and post-load insulin sensitivity and secretion, calculated on the basis of data derived from an oral glucose tolerance test (OGTT). RESULTS The diagnosis according to the two classifications was concordant in 2490 subjects, discordant in 528 (452 were identified as impaired glucose tolerance (IGT) and 76 as DM only by means of OGTT). The disagreement increased with increasing BMI, being as high as 25.3% in subjects with BMI > or = 35 kg/m(2). Subjects with isolated fasting hyperglycaemia were mainly characterised by reduced insulin sensitivity and secretion in the basal state, but normal first-phase insulin secretion and moderately reduced insulin sensitivity after glucose challenge. Subjects with isolated 2 h hyperglycaemia were mainly characterised by normal basal insulin secretion and by a marked insulin resistance associated with a blunted first-phase insulin secretion after the glucose load. CONCLUSIONS The disagreement between ADA and WHO classifications is particularly relevant in obesity, making OGTT mandatory in these subjects. Different pathogenic mechanisms are involved in isolated fasting or post-load hyperglycaemia, possibly related to a different site of insulin resistance (hepatic vs peripheral), and/or to a different disregulation of insulin secretion (basal vs post-load). A correct identification of the underlying mechanism(s) is the rationale for future studies to detect the effectiveness of different pharmacological or behavioural approaches.
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Affiliation(s)
- N Melchionda
- Unit of Metabolic Diseases, Department of Internal Medicine and Gastroenterology, University of Bologna, Policlinico S Orsola, Bologna, Italy
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Thompson WG. Early recognition and treatment of glucose abnormalities to prevent type 2 diabetes mellitus and coronary heart disease. Mayo Clin Proc 2001; 76:1137-43. [PMID: 11702902 DOI: 10.4065/76.11.1137] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Striking parallels exist in both risk and protective factors between coronary heart disease and type 2 diabetes mellitus. Patients with insulin resistance are more likely to develop diabetes and coronary heart disease. Better treatment of diabetes may result in less coronary heart disease, although this has not yet been established. Reliance on fasting glucose determinations alone will overlook a substantial number of patients at risk for diabetes and subsequent coronary heart disease. Measurement of glycosylated hemoglobin should be a routine part of screening for patients at risk for diabetes. Patients with glycosylated hemoglobin levels in the high-normal range should be treated more aggressively with diet, exercise, and medication because evidence is good that diabetes can be prevented (or its onset delayed). Patients with borderline elevations of low-density lipoprotein cholesterol concentrations and with high-normal glycosylated hemoglobin levels should be considered for statin therapy, and patients with hypertension with high-normal glycosylated hemoglobin levels should be treated with angiotensin-converting enzyme inhibitors as first-line agents. Studies to determine whether metformin is useful in this population are ongoing.
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Affiliation(s)
- W G Thompson
- Division of Preventive and Occupational Medicine and Internal Medicine, Mayo Clinic, Rochester, Minn 55905, USA
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Rodríguez-Morán M, Guerrero-Romero F. Fasting plasma glucose diagnostic criterion, proposed by the American Diabetes Association, has low sensitivity for diagnoses of diabetes in Mexican population. J Diabetes Complications 2001; 15:171-3. [PMID: 11457667 DOI: 10.1016/s1056-8727(01)00150-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
To determine the best cutoff value of fasting plasma glucose (FPG) for diagnosis of diabetes, using the 2-h postglucose load (2-h PG) as the gold standard, in Mexican population and compare it to the 7.0 mmol/l limit proposed by the American Diabetes Association (ADA). 712 apparently healthy Mexican individuals were included in a cross-sectional randomized population survey. Sensitivity of FPG criterion for diagnoses of type 2 diabetes was calculated from a fourfold table. Glycemia value 2-h PG of >or=11.1 mmol/l was the "gold standard" diagnostic test. The optimal FPG value for diagnoses of diabetes was established on a receiver operating characteristic (ROC) scatter plot. On the basis of the "gold standard" diagnostic test, diagnosis of type 2 diabetes was established in 65 (9.12%) subjects, whereas the ADA FPG diagnostic criterion only identified 39 (5.47%) subjects; that is a sensitivity of 60% (CI(95%) 47.1-72.0). The ROC scatter plot showed the best cutoff value of FPG for diagnoses of diabetes that corresponds to 6.1 mmol/l, which has the highest sensitivity (0.985). FPG diagnostic criterion proposed by the ADA Expert Committee for diagnosis of type 2 diabetes has low sensitivity in Mexican population. For epidemiological purposes, estimates of diabetes prevalence in Mexico based on a FPG value of >or=6.1 mmol/l will improve the success of the screening.
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Affiliation(s)
- M Rodríguez-Morán
- Medical Research Unit in Clinical Epidemiology of the Instituto Mexicano del Seguro Social, Durango, Mexico.
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de Pablos-Velasco PL, Martínez-Martín FJ, Rodríguez-Pérez F, Anía BJ, Losada A, Betancor P. Prevalence and determinants of diabetes mellitus and glucose intolerance in a Canarian Caucasian population - comparison of the 1997 ADA and the 1985 WHO criteria. The Guía Study. Diabet Med 2001; 18:235-41. [PMID: 11318846 DOI: 10.1046/j.1464-5491.2001.00451.x] [Citation(s) in RCA: 58] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
AIMS To estimate the prevalence of diabetes mellitus, impaired fasting glucose and impaired glucose tolerance in a Canarian population according to the 1997 ADA and the 1985 WHO criteria; and to study the cardiovascular risk factors associated with these categories. METHODS A total of 691 subjects over 30 years old were chosen in a random sampling of the population (stratified by age and sex). An oral glucose tolerance test was performed (excluding known diabetic patients) and lipids were determined in the fasting state. Anthropometric and blood pressure measurements were performed, and history of smoking habits and medications was recorded. RESULTS The prevalence of diabetes was 15.9% (1997 ADA) and 18.7% (1985 WHO); the prevalence of impaired fasting glucose and impaired glucose tolerance was 8.8 and 17.1%, respectively. The age-adjusted prevalence of diabetes (Segi's standard world population) for the population aged 30-64 years was 12.4% (1985 WHO). The risk factors significantly associated with diabetes (1997 ADA and 1985 WHO) were age, body mass index; waist-to-hip ratio, systolic and mean blood pressure, triglycerides, total cholesterol and low HDL-cholesterol. Age, body mass index and systolic blood pressure were associated with impaired fasting glucose and impaired glucose tolerance; triglycerides were also associated with impaired fasting glucose. CONCLUSIONS The prevalence of diabetes mellitus and glucose intolerance in Guía is one of the highest among studied Caucasian populations. The new 1997 ADA criteria estimate a lower prevalence of diabetes. Impaired fasting glucose also had a lower prevalence than impaired glucose intolerance and the overlap of these categories was modest.
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Perry RC, Shankar RR, Fineberg N, McGill J, Baron AD. HbA1c measurement improves the detection of type 2 diabetes in high-risk individuals with nondiagnostic levels of fasting plasma glucose: the Early Diabetes Intervention Program (EDIP). Diabetes Care 2001; 24:465-71. [PMID: 11289469 DOI: 10.2337/diacare.24.3.465] [Citation(s) in RCA: 109] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Whereas new diagnostic criteria based on a fasting plasma glucose (FPG) of > 126 mg/dl (7.8 mmol/l) have improved the detection of diabetes, multiple reports indicate that many people with diabetes diagnosed by 2-h oral glucose tolerance test (OGTT) glucose measurements > or = 11.1 mmol/l (200 mg/dl) would remain undiagnosed based on this FPG criteria. Thus, improved methods to detect diabetes are particularly needed for high-risk individuals. We evaluated whether the combination of FPG and HbA1c measurements enhanced detection of diabetes in those individuals at risk for diabetes with nondiagnostic or minimally elevated FPG. RESEARCH DESIGN AND METHODS We analyzed FPG, OGTT, and HbA1c data from 244 subjects screened for participation in the Early Diabetes Intervention Program (EDIP). RESULTS Of 244 high-risk subjects studied by FPG measurements and OGTT, 24% of the individuals with FPG levels of 5.5-6.0 mmol/l (100-109 mg/dl) had OGTT-diagnosed diabetes, and nearly 50% of the individuals with FPG levels of 6.1-6.9 mmol/l (110-125 mg/dl) had OGTT-diagnosed diabetes. In the subjects with OGTT-diagnosed diabetes and FPG levels between 5.5 and 8.0 mmol/l, detection of an elevated HbA1c (>6.1% or mean + 2 SDs) led to a substantial improvement in diagnostic sensitivity over the FPG threshold of 7.0 mmol/l (61 vs. 45%, respectively, P = 0.002). Concordant FPG levels > or = 7.0 mmol/l (currently recommended for diagnosis) occurred in only 19% of our cohort with type 2 diabetes. CONCLUSIONS Diagnostic criteria based on FPG criteria are relatively insensitive in the detection of early type 2 diabetes in at-risk subjects. HbA1c measurement improves the sensitivity of screening in high-risk individuals.
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Affiliation(s)
- R C Perry
- Department of Medicine, Indiana University, Indianapolis, USA
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Sievenpiper JL, Jenkins DJ, Josse RG, Vuksan V. Dilution of the 75-g oral glucose tolerance test improves overall tolerability but not reproducibility in subjects with different body compositions. Diabetes Res Clin Pract 2001; 51:87-95. [PMID: 11165688 DOI: 10.1016/s0168-8227(00)00209-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Poor reproducibility of the 75-g oral glucose tolerance test (75-g OGTT) is a major criticism. To test whether dilution might be a contributor, we studied the effect of administering it at 300, 600, and 900 ml on the coefficient of variation (CV) and overall tolerability. Each dilution was randomly repeated three times by 35 subjects: 11 lean (body fat [BF]: 11.5+/-1.5%, body mass index (BMI): 24.1+/-0.8 kg/m(2), age: 33+/-3 years), 12 normal (BF: 24.3+/-1.3%, BMI: 23.9+/-0.7 kg/m2, age: 33+/-3 years), and 12 obese (BF: 34.1+/-1.5%, BMI: 34.5+/-1.6 kg/m(2), age: 41+/-4 years). The protocol followed, the American Diabetes Association (ADA) guidelines with venous samples drawn at 0, 15, 30, 45, 60, 90, and 120 min. Scales assessing palatability, acceptability, satiety, nausea, and dizziness were also completed. No differences were detected in CV between the three dilutions at the 2 h-diagnostic-endpoint in any group. CV for glycemia, however, was lower for the 300-ml OGTT (10+/-2.1%) than either the 600 ml (17.9+/-2.1%) or 900-ml OGTT (19.9+/-4.4%) at 45 min in the lean group (P<0.05). CV for insulinemia was lower for the 300 ml (30.6+/-4.5%) and 600 ml (30.6+/-4.1%) OGTT than the 900-ml OGTT (53.7+/-7.9%) at 60 min in the obese group (P<0.05). When affective ratings were compared, the 600-ml OGTT scored highest on palatability and acceptability (P<0.05). We concluded that the dilution of the 75-g OGTT improves the overall tolerability but not reproducibility of results. Practitioners may choose to give it at the best-tolerated dilution.
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Affiliation(s)
- J L Sievenpiper
- Department of Nutritional Sciences, Faculty of Medicine, University of Toronto and Clinical Nutrition and Risk Factor Modification Centre, Ont., M5S 3E2, Toronto, Canada
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Liao D, Shofer JB, Boyko EJ, McNeely MJ, Leonetti DL, Kahn SE, Fujimoto WY. Abnormal glucose tolerance and increased risk for cardiovascular disease in Japanese-Americans with normal fasting glucose. Diabetes Care 2001; 24:39-44. [PMID: 11194238 DOI: 10.2337/diacare.24.1.39] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To compare the American Diabetes Association (ADA) fasting glucose and the World Health Organization (WHO) oral glucose tolerance test (OGTT) criteria for diagnosing diabetes and detecting people at increased risk for cardiovascular disease (CVD). RESEARCH DESIGN AND METHODS Study subjects were 596 Japanese-Americans. Fasting insulin, lipids, and C-peptide levels; systolic and diastolic blood pressures (BPs); BMI (kg/m2); and total and intra-abdominal body fat distribution by computed tomography (CT) were measured. Study subjects were categorized by ADA criteria as having normal fasting glucose (NFG), impaired fasting glucose (IFG), and diabetic fasting glucose and by WHO criteria for a 75-g OGTT as having normal glucose tolerance (NGT), impaired glucose tolerance (IGT), and diabetic glucose tolerance (DGT). RESULTS Of 503 patients with NFG, 176 had IGT and 20 had DGT These patients had worse CVD risk factors than those with NGT . The mean values for NGT, IGT, and DGT, respectively, and analysis of covariance P values, adjusted for age and sex, are as follows; intra-abdominal fat area by CT 69.7, 95.0, and 101.1 cm2 (P < 0.0001); total CT fat area 437.7, 523.3, and 489.8 cm2 (P < 0.0001); fasting triglycerides 1.40, 1.77, and 1.74 mmol/l (P = 0.002); fasting HDL cholesterol 1.56, 1.50, and 1.49 mmol/l (P = 0.02); C-peptide 0.80, 0.90, 0.95 nmol/l (P = 0.002); systolic BP 124.9, 132.4, and 136.9 mmHg (P = 0.0035); diastolic BP 74.8, 77.7, and 78.2 mmHg (P = 0.01). CONCLUSIONS NFG patients who had IGT or DGT had more intra-abdominal fat and total adiposity; higher insulin, C-peptide, and triglyceride levels; lower HDL cholesterol levels; and higher BPs than those with NGT. Classification by fasting glucose misses many Japanese-Americans with abnormal glucose tolerance and less favorable cardiovascular risk profiles.
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Affiliation(s)
- D Liao
- Department of Medicine, University of Washington, Seattle 98195, USA.
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Guerrero-Romero F, Rodríguez-Morán M. Impaired glucose tolerance is a more advanced stage of alteration in the glucose metabolism than impaired fasting glucose. J Diabetes Complications 2001; 15:34-7. [PMID: 11259924 DOI: 10.1016/s1056-8727(00)00131-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
BACKGROUND Recent reports have shown a lack of agreement between the impaired glucose tolerance (IGT) and the impaired fasting glucose (IFG) categories, suggesting that correspond to different impaired glucose metabolism stages. OBJECTIVE To determine the differences of serum insulin levels between subjects with IFG and IGT diagnoses. METHODS Cross-sectional study of 52 subjects with IFG and 48 with IGT diagnosis, and a euglycemic group of 140 subjects. Serum glucose and insulin were measured in both fasting and 2-h 75-g oral post-load glucose (2-h PG). RESULTS Subjects with IFG showed the highest fasting and 2-h PG serum insulin levels, whereas subject with IGT the lowest. Serum insulin values showed no significative changes between the fasting and 2-h PG conditions in the subjects with IGT, whereas the subjects with IFG showed significative hyperinsulinemia. The serum glucose 2-h PG showed an increase of 0.2 mmol/l (CI(95%) 0.07-0.33), 0.5 mmol/l (CI(95%) 0.41-0.58) and 3.6 mmol/l (CI(95%) 3.39-3.81) with respect to basal values, whereas the increase of serum insulin 2-h PG was of 54 pmol/l (CI(95%) 53.71-55.29), 918 pmol/l (CI(95%) 917.49-918.51) and 0.5 pmol/l (CI(95%) 0.15-0.84) for the euglycemic, IFG and IGT subjects, respectively. CONCLUSIONS This study demonstrates that subjects with IFG show hyperinsulinemia whereas those with IGT have low insulin secretion in response to oral load glucose, suggesting that IFG and IGT correspond to different stages of impaired glucose metabolism.
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Affiliation(s)
- F Guerrero-Romero
- Medical Research Unit in Clinical Epidemiology, General Hospital of Mexican Social Security Institute, and Research Group on Diabetes and Chronic Illnesses, Siqueiros 225 esq c/Castañeda 34000 Durango, Mexico.
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Choi YH, Ahn YB, Yoon KH, Kang MI, Cha BY, Lee KW, Son HY, Kang SK. New ADA criteria in the Korean population: fasting blood glucose is not enough for diagnosis of mild diabetes especially in the elderly. Korean J Intern Med 2000; 15:211-7. [PMID: 11242809 PMCID: PMC4531770 DOI: 10.3904/kjim.2000.15.3.211] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND To compare the 1997 American Diabetes Association (ADA) criteria with the 1985 World Health Organization (WHO) criteria in categorization of the diabetes diagnostic status of Koreans and to define clinical characteristics of subjects diagnosed differently by the two criteria. METHODS In 810 Korean subjects, we analyzed blood glucose and insulin response during 75 g oral glucose tolerance test (OGTT). According to current WHO criteria, the cutoff values of FPG which distinguish normal and IGT from diabetes were determined. Then the subjects were categorized according to both WHO and ADA criteria. The clinical characteristics of the subjects with different diagnostic categories by the two criteria were defined. RESULTS The FPG cut point distinguishing diabetes from IGT was 117 mg/dl, and from normal was 110 mg/dl. The overall agreement between the ADA criteria and the WHO criteria was moderate, as reflected in the kappa of 0.45. 141 of subjects categorized diabetes by WHO criteria were not diagnosed with ADA criteria. These discordant subjects were older in age and showed blunted early insulin response than concordant normal subjects. CONCLUSION These results suggest that mild diabetes by the WHO criteria, especially in the elderly, would not be diagnosed as diabetes by the ADA FPG criteria only. Thus, in a group at high risk for developing diabetes or in a relatively older age group, we should continue using the OGTT.
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Affiliation(s)
- Y H Choi
- Endocrinology Section, Catholic Research Institute of Medical Science, Catholic University of Korea, Seoul, Korea
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Tai ES, Lim SC, Tan BY, Chew SK, Heng D, Tan CE. Screening for diabetes mellitus--a two-step approach in individuals with impaired fasting glucose improves detection of those at risk of complications. Diabet Med 2000; 17:771-5. [PMID: 11131101 DOI: 10.1046/j.1464-5491.2000.00382.x] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
AIMS To compare the new American Diabetes Association (ADA) fasting plasma glucose (FPG) criteria to the 1985 World Health Organization (WHO) 2-h post glucose (2hPG) criteria when used for screening of those with no prior history of diabetes mellitus. METHODS The study included 3,407 subjects without a history of diabetes in whom both FPG and 2hPG were available from the 1992 Singapore National Health Survey. The agreement (kappa) between FPG and 2hPG for the diagnosis of DM was assessed. The optimal cut-off of FPG for the detection of individuals with 2hPG > or = 11.1 mmol/l was determined by receiver-operating characteristics analysis. RESULTS The prevalence of diabetes diagnosed by FPG alone was 7.3% compared to 8.4% diagnosed by 2hPG. The prevalence of impaired fasting glucose was 8.0%. FPG and 2hPG showed moderate agreement (kappa = 0.646, 95% confidence interval 0.584-0.708). Age, ethnic group and obesity did not affect the degree of agreement. Of those with 2hPG > or = 11.1 mmol/l, 40.8% had FPG in the non-diabetic range while 24.8% of those with FG > or = 7.0 mmol/l had 2hPG in the non-diabetic range. The optimal FPG for the detection of 2hPG > or =11.1 mmol/l was 6.1 mmol/l. Oral glucose tolerance tests (OGTT) in those with 6.0 mmol/ < FPG < 7.0 mmol/l resulted in the diagnosis of diabetes in 90.7% of individuals at risk of microvascular complications. CONCLUSIONS FPG provides a simple screening test for diabetes, which shows moderate agreement with the 2hPG. A two-step strategy of OGTT in those with impaired fasting glucose improves the detection of at-risk individuals. However, diabetes should not be diagnosed on a single test. The test should be repeated on another day if an individual tests positive for diabetes.
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Affiliation(s)
- E S Tai
- Department of Endocrinology, Singapore General Hospital, Singapore.
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von Eckardstein A, Schulte H, Assmann G. Risk for diabetes mellitus in middle-aged Caucasian male participants of the PROCAM study: implications for the definition of impaired fasting glucose by the American Diabetes Association. Prospective Cardiovascular Münster. J Clin Endocrinol Metab 2000; 85:3101-8. [PMID: 10999793 DOI: 10.1210/jcem.85.9.6773] [Citation(s) in RCA: 106] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
The criteria of the American Diabetes Association and the WHO for the diagnosis of diabetes mellitus are controversially discussed. In a prospective population study, we evaluated the data of 3,737 men, aged 36-60 yr, without diabetes mellitus and with fasting serum glucose levels less than 7 mmol/L at entry into the study who had at least 1 repeat examination during a follow-up of 4-10 yr. During a mean follow-up of 6.3 yr, 200 men developed diabetes mellitus. They differed significantly from 3,537 men by body mass index, fasting serum levels of glucose, high density lipoprotein cholesterol, and family history positive for diabetes mellitus. Receiver operating curve analysis revealed that a glucose level of 5.72 mmol/L was the best discriminatory cut-off. Upon global risk estimation by multiple logistic function (MLF) analysis, 69.6% of all diabetes mellitus incidences occurred in the highest quintile as defined by the MLF algorithm. The relative risk of a men in this quintile was 8.7 compared to that in the residual population. The performance of risk assessment by MLF as estimated by the area under the receiver operator characteristic curve was similar to fasting glucose levels. Global risk estimation by multiple risk factors does not improve the prediction of diabetes mellitus by fasting glucose in middle-aged men. The lower discriminatory cut-off of 5.72 mmol/L glucose may help to reduce the previously reported discordance between impaired fasting glucose (American Diabetes Association) and impaired glucose tolerance (WHO) in diagnosis of the prediabetic state.
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Affiliation(s)
- A von Eckardstein
- Institut für Klinische Chemie und Laboratoriumsmedizin, Zentrallaboratorium, Westfälische Wilhelms-Universität Münster, Germany.
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Abstract
The aim was to compare the 1997 American Diabetes Association (ADA) and 1985 and 1998 World Health Organisation (WHO) criteria for the diagnosis of diabetes and impaired glucose tolerance (IGT) by ethnicity and cardiovascular risk factors. We analysed the oral glucose tolerance tests carried out in a cross-sectional survey of 5816 New Zealand workers aged 22-78 years (4211 men, 1605 women) carried out between 1988 and 1990. Prevalence of diabetes was similar using ADA (3.1%) compared with the 1998 WHO criteria (3.0%). The overall prevalence rate of diabetes using the 1985 WHO criteria was only 1.5%. The prevalence rate of impaired fasting glucose (IFG) was the lowest in Europeans (7.3%) and highest in Asians (15.0%). The overall weighted kappa for agreement between the 1997 ADA and 1998 WHO criteria was moderate (0.59), but varied between ethnic groups. Cardiovascular disease (CVD) risk factors were approximately more adverse across groups with IFG, normal (ADA)/IGT (WHO), IFG/IGT and diabetes compared with normal subjects. Compared to those with IFG, participants with the normal (ADA)/IGT (WHO) criteria differed in fasting and 2-h glucose, diastolic blood pressure, and urinary albumin levels, and the proportions of males and number with hypertension, but had a significantly adverse pattern of CVD risk factors compared to those with normal glycaemia. The 1988 WHO criteria using the OGTT provides additional information for classifying various categories of glucose intolerance that is not captured using the 1997 ADA fasting glucose criteria alone.
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Affiliation(s)
- P A Metcalf
- Department of Statistics, University of Auckland, Private Bag 92019, 1, Auckland, New Zealand.
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Park KS, Park YJ, Kim SW, Shin CS, Park DJ, Koh JJ, Kim SY, Kim NK, Lee HK. Comparison of glucose tolerance categories in the Korean population according to World Health Organization and American Diabetes Association diagnostic criteria. Korean J Intern Med 2000; 15:37-41. [PMID: 10714090 PMCID: PMC4531739 DOI: 10.3904/kjim.2000.15.1.37] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
OBJECTIVES To compare the prevalence and metabolic profiles of glucose tolerance categories according to World Health Organization(WHO) and 1997 American Diabetes Association(ADA) fasting criteria for the diagnosis of diabetes mellitus and impaired glucose metabolism in the Korean population. METHODS 2251 subjects without previous history of diabetes, who participated in the Yonchon diabetes epidemiology survey in 1993, were classified according to both criteria. The prevalence of glucose tolerance categories and the agreement across all categories of glucose tolerance were calculated. Metabolic characteristics of different glucose tolerance categories were compared. RESULTS The prevalence of diabetes and impaired fasting glucose(IFG) according to ADA fasting criteria was similar to those of diabetes and impaired glucose tolerance(IGT) according to WHO criteria, respectively. However, 35.5% of the subjects who were diagnosed as diabetes by WHO criteria were reclassified as either IFG or normal fasting glucose (NFG), and 38.5% of diabetic patients according to ADA fasting criteria were IGT or normal glucose tolerance (NGT) by WHO criteria. Only 31.3% of IGT subjects remained as IFG and 62.1% were reclassified as NFG. Similarly, 69.4% of IFG subjects were NGT by WHO criteria. The agreement between the two criteria was poor (K = 0.31). Discordant diabetes groups had higher WHR, systolic and diastolic blood pressure, cholesterol and triglyceride levels than concordant non-diabetes group. Non-diabetes(WHO)/diabetes(ADA) group had higher WHR than diabetes (WHO)/non-diabetes(ADA) group. There were no differences in other metabolic characteristics between the two discordant diabetes groups. IGT/NFG and NGT/IFG group showed higher BMI, WHR, systolic and diastolic blood pressure, cholesterol and triglyceride levels than NGT/NFG group. Metabolic characteristics of IGT/NFG group were not different from those of NGT/IFG group except IGT/NFG subjects were older than NGT/IFG subjects. CONCLUSION The agreement between WHO and ADA fasting criteria was poor. ADA fasting criteria can detect new diabetic patients and subjects with impaired glucose metabolism who are not classified as diabetes or IGT by WHO criteria. However, a substantial number of subjects, who may have increased cardiovascular risk and/or increased risk for the development of diabetes and its complication, will be missed when using ADA fasting criteria.
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Affiliation(s)
- K S Park
- Department of Internal Medicine, Seoul National University College of Medicine, Korea
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