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1.
Diabet Med ; 37(11): 1935-1943, 2020 11.
Article in English | MEDLINE | ID: mdl-32449198

ABSTRACT

AIM: To evaluate the U.S. population-level impact of two alternatives for initial type 2 diabetes screening [opportunistic random plasma glucose (RPG) > 6.7 mmol/l and a 1-h 50-g glucose challenge test (GCT) > 8.9 mmol/l] compared with American Diabetes Association (ADA)-recommended tests. METHODS: Using a sample (n = 1471) from the National Health and Nutrition Examination Survey (NHANES) 2013-2014 that represented 145 million U.S. adults at high risk for developing type 2 diabetes, we simulated a two-test screening process. We compared ADA-recommended screening tests [fasting plasma glucose (FPG), 2-h 75-g oral glucose tolerance test (OGTT), HbA1c ] vs. initial screening with opportunistic RPG or GCT (followed by FPG, OGTT or HbA1c ). After simulation, participants were entered into an individual-level Monte Carlo-based Markov lifetime outcomes model. Primary outcomes were representative number of U.S. adults correctly identified with type 2 diabetes, societal lifetime costs and quality-adjusted life years (QALYs). RESULTS: In NHANES 2013-2014, 100 individuals had undiagnosed diabetes [weighted estimate: 8.4 million, standard error (se): 1.1 million]. Among ADA-recommended screening tests, FPG followed by OGTT (FPG-OGTT) was most sensitive, identifying 35 individuals with undiagnosed diabetes (weighted estimate: 3.2 million, se: 0.9 million). Four alternative screening strategies performed superior to FPG-OGTT, with RPG followed by OGTT being the most sensitive overall, identifying 72 individuals with undiagnosed diabetes (weighted estimate: 6.1 million, se: 1.0 million). There was no increase in average lifetime costs and comparable QALYs. CONCLUSIONS: Initial screening using opportunistic RPG or a GCT may identify more U.S. adults with type 2 diabetes without increasing societal costs.


Subject(s)
Blood Glucose/metabolism , Diabetes Mellitus, Type 2/diagnosis , Glucose Tolerance Test , Mass Screening/methods , Undiagnosed Diseases/diagnosis , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/metabolism , Fasting , Glycated Hemoglobin/metabolism , Health Care Costs , Humans , Markov Chains , Middle Aged , Monte Carlo Method , Quality-Adjusted Life Years , Undiagnosed Diseases/epidemiology , Undiagnosed Diseases/metabolism , United States/epidemiology
2.
Diabet Med ; 37(6): 1049-1057, 2020 06.
Article in English | MEDLINE | ID: mdl-32125000

ABSTRACT

AIMS: To examine the association of HbA1c and glucose levels with incident diabetic retinopathy according to black African or white European ancestry. METHODS: In this retrospective cohort study of 202 500 US Veterans with diabetes (2000-2014), measures included HbA1c , outpatient random serum/plasma glucose, and incident retinopathy [conversion from negative to ≥2 positive evaluations (ICD-9 codes), without a subsequent negative]. RESULTS: At baseline, the study population had a mean age of 59.3 years, their mean BMI was 31.9 kg/m2 , HbA1c level was 57 mmol/mol (7.4%) and glucose level was 8.8 mmol/l, and 77% were of white European ancestry (white individuals) and 21% of black African ancestry (black individuals). HbA1c was 0.3% higher in black vs white individuals (P < 0.001), adjusting for baseline age, sex, BMI, estimated glomerular filtration rate (eGFR), haemoglobin, and average systolic blood pressure and glucose. Over 11 years, incident retinopathy occurred in 9% of black and 7% of white individuals, but black individuals had higher HbA1c , glucose, and systolic blood pressure (all P < 0.001); adjusted for these factors, incident retinopathy was reduced in black vs white individuals (P < 0.001). The population incidence of retinopathy (7%) was associated with higher mean baseline HbA1c in individuals with black vs white ancestry [63 mmol/mol (7.9%) vs 58 mmol/mol (7.5%); P < 0.001)], but with similar baseline glucose levels (9.0 vs 9.0 mmol/l; P = 0.660, all adjusted for baseline age, sex and BMI). CONCLUSIONS: Since retinopathy occurs at higher HbA1c levels in black people for a given level of average plasma glucose, strategies may be needed to individualize the interpretation of HbA1c measurements.


Subject(s)
Black or African American , Diabetes Mellitus/metabolism , Diabetic Retinopathy/ethnology , Glycated Hemoglobin/metabolism , White People , Aged , Black People , Blood Glucose , Diabetic Retinopathy/epidemiology , Diabetic Retinopathy/etiology , Diabetic Retinopathy/metabolism , Female , Humans , Incidence , Male , Middle Aged , United States/epidemiology , United States Department of Veterans Affairs
3.
Diabet Med ; 37(4): 689-696, 2020 04.
Article in English | MEDLINE | ID: mdl-31721287

ABSTRACT

AIMS: To determine whether HbA1c mismatches (HbA1c levels that are higher or lower than expected for the average glucose levels in different individuals) could lead to errors if diagnostic classification is based only on HbA1c levels. METHODS: In a cross-sectional study, 3106 participants without known diabetes underwent a 75-g oral glucose tolerance test (fasting glucose and 2-h glucose) and a 50-g glucose challenge test (1-h glucose) on separate days. They were classified by oral glucose tolerance test results as having: normal glucose metabolism; prediabetes; or diabetes. Predicted HbA1c was determined from the linear regression modelling the relationship between observed HbA1c and average glucose (mean of fasting glucose and 2-h glucose from the oral glucose tolerance test, and 1-h glucose from the glucose challenge test) within oral glucose tolerance test groups. The haemoglobin glycation index was calculated as [observed - predicted HbA1c ], and divided into low, intermediate and high haemoglobin glycation index mismatch tertiles. RESULTS: Those participants with higher mismatches were more likely to be black, to be men, to be older, and to have higher BMI (all P<0.001). Using oral glucose tolerance test criteria, the distribution of normal glucose metabolism, prediabetes and diabetes was similar across mismatch tertiles; however, using HbA1c criteria, the participants with low mismatches were classified as 97% normal glucose metabolism, 3% prediabetes and 0% diabetes, i.e. mostly normal, while those with high mismatches were classified as 13% normal glucose metabolism, 77% prediabetes and 10% diabetes, i.e. mostly abnormal (P<0.001). CONCLUSIONS: Measuring only HbA1c could lead to under-diagnosis in people with low mismatches and over-diagnosis in those with high mismatches. Additional oral glucose tolerance tests and/or fasting glucose testing to complement HbA1c in diagnostic classification should be performed in most individuals.


Subject(s)
Blood Glucose/analysis , Diabetes Mellitus, Type 2/diagnosis , Glycated Hemoglobin/analysis , Prediabetic State/diagnosis , Adolescent , Adult , Aged , Aged, 80 and over , Blood Glucose/metabolism , Cohort Studies , Cross-Sectional Studies , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/classification , Female , Georgia , Glucose Intolerance/blood , Glucose Intolerance/classification , Glucose Intolerance/diagnosis , Glucose Tolerance Test/methods , Glucose Tolerance Test/standards , Glycated Hemoglobin/metabolism , Humans , Male , Middle Aged , Prediabetic State/blood , Prediabetic State/classification , Predictive Value of Tests , Reproducibility of Results , Young Adult
4.
Diabet Med ; 36(10): 1234-1242, 2019 10.
Article in English | MEDLINE | ID: mdl-31187544

ABSTRACT

AIM: To characterize differences between black and white people in optimal HbA1c thresholds for diagnoses of diabetes and prediabetes. METHODS: Data were included from the National Health and Nutrition Examination Survey, 2005-2014. Black and white adults (age 18-70 years) who underwent an oral glucose tolerance test and had available fasting plasma glucose, 2-h plasma glucose and HbA1c measurements were eligible for inclusion. Diabetes or prediabetes status was defined by fasting plasma glucose and 2-h plasma glucose using American Diabetes Association criteria. Classification of diabetes, prediabetes and dysglycaemia by HbA1c was evaluated for a range of HbA1c thresholds, with optimal thresholds defined as those values that maximized the sum of sensitivity and specificity (Youden's index). RESULTS: In 5324 black (32.3%) and white (67.7%) individuals, Youden's index (optimal) thresholds for HbA1c were ≥42 mmol/mol (6.0%) and ≥39 mmol/mol (5.7%) for discriminating diabetes vs non-diabetes, ≥ 44 mmol/mol (6.2%) and ≥39 mmol/mol (5.7%) for discriminating diabetes vs prediabetes (excluding normoglycaemia), ≥39 mmol/mol (5.7%) and ≥37 mmol/mol (5.5%) for discriminating dysglycaemia vs normoglycaemia, and ≥39 mmol/mol (5.7%) and ≥37 mmol/mol (5.5%) for discriminating prediabetes vs normoglycaemia (excluding diabetes), in black and white people, respectively. CONCLUSIONS: Consistently higher optimal HbA1c thresholds in black people than in white people suggest a need to individualize HbA1c relative to glucose levels if HbA1c is used to diagnose diabetes and prediabetes.


Subject(s)
Diabetes Mellitus/blood , Diabetes Mellitus/ethnology , Glycated Hemoglobin/analysis , Prediabetic State/blood , Prediabetic State/ethnology , Racial Groups , Adult , Black People , Blood Glucose/analysis , Fasting , Female , Glucose Intolerance/blood , Glucose Intolerance/ethnology , Glucose Tolerance Test , Humans , Male , Nutrition Surveys , Reference Values , Sensitivity and Specificity , White People
5.
Eur J Clin Nutr ; 71(9): 1088-1093, 2017 09.
Article in English | MEDLINE | ID: mdl-28402326

ABSTRACT

BACKGROUND/OBJECTIVES: Recent long-term prospective cohort studies found inverse associations between chocolate consumption and the risk of type 2 diabetes, but provided conflicting evidence on the nature of the association among women. To assess this association in a large cohort of American women. SUBJECTS/METHODS: Multivariable Cox regression was used with the data from 92 678 postmenopausal women in the prospective Women's Health Initiative study. Chocolate intake was assessed by food frequency questionnaire. Incidence of type 2 diabetes was determined by self-report of the first treatment with oral medication or insulin. RESULTS: Among women free of diabetes at baseline, there were 10 804 cases, representing an incidence rate of 11.7% during 13.1 years and 1 164 498 person-years of follow-up. There was no significant linear association between long-term chocolate intake and type 2 diabetes risk, but there was significantly reduced risk at moderate levels of intake. Compared to women who ate 1 oz. of chocolate <1 time per month, those who ate this amount 1-<1.5 times per month, 1.5-<3.5 times per month, 3.5 times per month to <3 times per week and ⩾3 times per week had hazard ratios of 0.97 (95% confidence interval: 0.92, 1.04), 0.92 (0.87, 0.98), 0.93 (0.88, 0.98) and 0.98 (0.92, 1.04) (P for linear trend=0.79). There was only evidence of such inverse associations for women with below-median physical activity (P for interaction <0.0001) and those with age<65 years (P=0.01). CONCLUSIONS: We only found an inverse association between chocolate consumption and type 2 diabetes at moderate levels of consumption in two subgroups of postmenopausal women in the Women's Health initiative cohort.


Subject(s)
Chocolate , Diabetes Mellitus, Type 2/epidemiology , Eating , Aged , Cohort Studies , Diabetes Mellitus, Type 2/ethnology , Diabetes Mellitus, Type 2/etiology , Female , Humans , Middle Aged , Postmenopause , Proportional Hazards Models , Prospective Studies , Risk Factors , Survival Analysis , United States/epidemiology , Women's Health
6.
Diabet Med ; 34(5): 716-724, 2017 05.
Article in English | MEDLINE | ID: mdl-27727467

ABSTRACT

AIMS: To test the hypothesis that a 50-g oral glucose challenge test with 1-h glucose measurement would have superior performance compared with other opportunistic screening methods. METHODS: In this prospective study in a Veterans Health Administration primary care clinic, the following test performances, measured by area under receiver-operating characteristic curves, were compared: 50-g oral glucose challenge test; random glucose; and HbA1c level, using a 75-g oral glucose tolerance test as the 'gold standard'. RESULTS: The study population was comprised of 1535 people (mean age 56 years, BMI 30.3 kg/m2 , 94% men, 74% black). By oral glucose tolerance test criteria, diabetes was present in 10% and high-risk prediabetes was present in 22% of participants. The plasma glucose challenge test provided area under receiver-operating characteristic curves of 0.85 (95% CI 0.78-0.91) to detect diabetes and 0.76 (95% CI 0.72-0.80) to detect high-risk dysglycaemia (diabetes or high-risk prediabetes), while area under receiver-operating characteristic curves for the capillary glucose challenge test were 0.82 (95% CI 0.75-0.89) and 0.73 (95% CI 0.69-0.77) for diabetes and high-risk dysglycaemia, respectively. Random glucose performed less well [plasma: 0.76 (95% CI 0.69-0.82) and 0.66 (95% CI 0.62-0.71), respectively; capillary: 0.72 (95% CI 0.65-0.80) and 0.64 (95% CI 0.59-0.68), respectively], and HbA1c performed even less well [0.67 (95% CI 0.57-0.76) and 0.63 (95% CI 0.58-0.68), respectively]. The cost of identifying one case of high-risk dysglycaemia with a plasma glucose challenge test would be $42 from a Veterans Health Administration perspective, and $55 from a US Medicare perspective. CONCLUSIONS: Glucose challenge test screening, followed, if abnormal, by an oral glucose tolerance test, would be convenient and more accurate than other opportunistic tests. Use of glucose challenge test screening could improve management by permitting earlier therapy.


Subject(s)
Blood Glucose/analysis , Diabetes Mellitus, Type 2/diagnosis , Glucose/pharmacology , Mass Screening/methods , Prediabetic State/diagnosis , Adult , Aged , Blood Glucose/metabolism , Cost-Benefit Analysis , Diabetes Mellitus, Type 2/blood , Early Diagnosis , Female , Glucose Tolerance Test/economics , Glucose Tolerance Test/methods , Humans , Male , Mass Screening/economics , Middle Aged , Prediabetic State/blood , ROC Curve
7.
J Cyst Fibros ; 14(1): 135-41, 2015 Jan.
Article in English | MEDLINE | ID: mdl-24998161

ABSTRACT

BACKGROUND: In non-cystic fibrosis (CF) subjects, the disposition index (DI) is a strong predictor of the development of type 2 diabetes. CF subjects are at high risk of diabetes. We hypothesized that DI would be reduced in CF patients with normal glucose tolerance (NGT), indicating ß-cell dysfunction, and DI would worsen with progression from CF with NGT to CF-related diabetes (CFRD). METHODS: This was a cross-sectional study in 39 CF patients and 21 healthy controls (Con) who underwent oral glucose tolerance test (OGTT). Insulin sensitivity was estimated as (1/fasting insulin) and insulin secretion as (∆insulin 0-30min/∆glucose 0-30min). DI was calculated as (insulin sensitivity)×(insulin secretion). RESULTS: Among CF subjects, 14 had NGT, 20 had prediabetes and 5 had CFRD. Among the controls, 14 had NGT and 7 had prediabetes. DI was significantly lower in CF-NGT compared to Con-NGT (p=0.0035). DI was also lower in CFRD compared to CF-NGT (p=0.025). There were no significant relationships in the CF groups between DI and age, BMI, percent body fat or FEV1. CONCLUSION: ß-Cell function as measured by DI is reduced in CF patients compared to non-CF controls-even in CF-NGT-and is decreased further in CF patients with diabetes. If DI proves to be a predictor of the development of CFRD in larger studies, then it could be used to identify CF patients who are at particularly high risk, allowing early interventions aimed to delay or prevent CFRD.


Subject(s)
Cystic Fibrosis/blood , Diabetes Mellitus, Type 2/diagnosis , Insulin-Secreting Cells/metabolism , Prediabetic State/diagnosis , Adolescent , Adult , Age Factors , Comorbidity , Cross-Sectional Studies , Cystic Fibrosis/diagnosis , Cystic Fibrosis/epidemiology , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/epidemiology , Disease Progression , Female , Glucose Intolerance/physiopathology , Glucose Tolerance Test , Humans , Incidence , Insulin/metabolism , Male , Prediabetic State/epidemiology , Prognosis , Reference Values , Risk Assessment , Sex Factors , Statistics, Nonparametric , Young Adult
8.
Diabet Med ; 31(8): 927-35, 2014 08.
Article in English | MEDLINE | ID: mdl-24698119

ABSTRACT

AIM: To determine whether using HbA1c for screening and management could be confounded by age differences, whether age effects can be explained by unrecognized diabetes and prediabetes, insulin resistance or postprandial hyperglycaemia, and whether the effects of aging have an impact on diagnostic accuracy. METHODS: We conducted a cross-sectional analysis in adults without known diabetes in the Screening for Impaired Glucose Tolerance (SIGT) study 2005-2008 (n=1573) and the National Health and Nutrition Examination Survey (NHANES) 2005-2006 (n=1184). RESULTS: Both glucose intolerance and HbA(1c) levels increased with age. In univariate analyses including all subjects, HbA(1c) levels increased by 0.93 mmol/mol (0.085%) per 10 years of age in the SIGT study and by 1.03 mmol/mol (0.094%) per 10 years in the NHANES; in both datasets, the HbA(1c) increase was 0.87 mmol/mol (0.08%) per 10 years in subjects without diabetes, and 0.76 mmol/mol (0.07%) per 10 years in subjects with normal glucose tolerance, all P<0.001. In multivariate analyses of subjects with normal glucose tolerance, the relationship between age and HbA(1c) remained significant (P<0.001) after adjustment for covariates including race, BMI, waist circumference, sagittal abdominal diameter, triglyceride/HDL ratio, and fasting and 2-h plasma glucose and other glucose levels, as assessed by an oral glucose tolerance test. In both datasets, the HbA(1c) of an 80-year-old individual with normal glucose tolerance would be 3.82 mmol/mol (0.35%) greater than that of a 30-year-old with normal glucose tolerance, a difference that is clinically significant. Moreover, the specificity of HbA(1c) -based diagnostic criteria for prediabetes decreased substantially with increasing age (P<0.0001). CONCLUSIONS: In two large datasets, using different methods to measure HbA(1c), the association of age with higher HbA(1c) levels: was consistent and similar; was both statistically and clinically significant; was unexplained by features of aging; and reduced diagnostic specificity. Age should be taken into consideration when using HbA(1c) for the diagnosis and management of diabetes and prediabetes.


Subject(s)
Aging/blood , Blood Glucose/analysis , Glycated Hemoglobin/analysis , Insulin Resistance , Up-Regulation , Adult , Aged , Aged, 80 and over , Aging/metabolism , Cross-Sectional Studies , Female , Glucose Intolerance/blood , Glucose Intolerance/diagnosis , Glucose Intolerance/epidemiology , Glucose Intolerance/metabolism , Humans , Hyperglycemia/blood , Hyperglycemia/diagnosis , Hyperglycemia/epidemiology , Hyperglycemia/metabolism , Male , Mass Screening , Middle Aged , Nutrition Surveys , Prediabetic State/blood , Prediabetic State/diagnosis , Prediabetic State/epidemiology , Prediabetic State/metabolism , Prevalence , Sensitivity and Specificity , United States/epidemiology
9.
Diabetologia ; 52(9): 1798-807, 2009 Sep.
Article in English | MEDLINE | ID: mdl-19557386

ABSTRACT

AIMS/HYPOTHESIS: Diabetes prevention and care are limited by lack of screening. We hypothesised that screening could be done with a strategy similar to that used near-universally for gestational diabetes, i.e. a 50 g oral glucose challenge test (GCT) performed at any time of day, regardless of meal status, with one 1 h sample. METHODS: At a first visit, participants had random plasma and capillary glucose measured, followed by the GCT with plasma and capillary glucose (GCTplasma and GCTcap, respectively). At a second visit, participants had HbA(1c) measured and a diagnostic 75 g OGTT. RESULTS: The 1,573 participants had mean age of 48 years, BMI 30.3 kg/m(2) and 58% were women and 58% were black. Diabetes (defined by WHO) was present in 4.6% and prediabetes (defined as impaired glucose tolerance [2 h glucose 7.8-11.1 (140-199 mg/dl) with fasting glucose

Subject(s)
Blood Glucose/analysis , Diabetes Mellitus/diagnosis , Diabetes, Gestational/diagnosis , Glycated Hemoglobin/analysis , Prediabetic State/diagnosis , Adolescent , Adult , Black People , Costs and Cost Analysis , Diabetes Mellitus/blood , Diabetes, Gestational/blood , Female , Georgia , Glucose Intolerance/blood , Glucose Intolerance/diagnosis , Glucose Tolerance Test , Humans , Male , Mass Screening/economics , Mass Screening/methods , Middle Aged , Prediabetic State/blood , Pregnancy , White People , Young Adult
10.
Diabet Med ; 25(11): 1361-5, 2008 Nov.
Article in English | MEDLINE | ID: mdl-19046230

ABSTRACT

AIMS: To understand the metabolic and temporal links in the relationship between diabetes and depression, we determined the association between depressive symptoms and unrecognized glucose intolerance. METHODS: In a cross-sectional study, 1047 subjects without known diabetes were screened for diabetes or pre-diabetes using the oral glucose tolerance test and for depressive symptoms using the Patient Health Questionnaire (PHQ). RESULTS: Mean age was 48 years, body mass index 30 kg/m(2); 63% were female, 54% black, 11% previously treated for depression and 10% currently treated; 5% had diabetes and 34% pre-diabetes. Median PHQ score was 2 (interquartile range 0-5). Depressive symptoms did not increase with worsening glucose tolerance, after adjusting for age, sex, ethnicity, body mass index, family history, exercise, education and depression treatment. CONCLUSIONS: There is no association between depressive symptoms and unrecognized glucose intolerance. However, it remains possible that diagnosed diabetes, with its attendant health concerns, management issues, and/or biological changes, may be a risk for subsequent development of depression. Thus, patients with newly diagnosed diabetes should be counselled appropriately and monitored for the development of depression.


Subject(s)
Depressive Disorder/etiology , Diabetic Angiopathies/prevention & control , Glucose Intolerance/diagnosis , Prediabetic State/diagnosis , Blood Glucose/metabolism , Body Mass Index , Cross-Sectional Studies , Depressive Disorder/psychology , Diabetic Angiopathies/psychology , Female , Glucose Intolerance/psychology , Humans , Life Style , Male , Mass Screening , Middle Aged , Prediabetic State/psychology , Risk Factors
11.
Diabet Med ; 23(11): 1174-9, 2006 Nov.
Article in English | MEDLINE | ID: mdl-17054591

ABSTRACT

AIMS: Ageing increases the likelihood of developing diabetes, with associated cardiovascular disease. In a cross-sectional study, we sought to determine whether age is associated with an increase in glucose concentrations 1 h after an oral glucose challenge (1-h OGTT), even when glucose tolerance is normal (NGT). METHODS: Among subjects in the NHANES II database, 2591 subjects with NGT and documented 1-h OGTT glucose concentrations were studied. The relationship between age and 1-h OGTT glucose concentrations was assessed in a multivariable linear regression analysis. RESULTS: In a multivariable linear regression analysis, each 10-year increase in age conferred an additional 0.20 mmol/l increase in the 1-h OGTT glucose (P < 0.0001). Moreover, an interaction between age and gender was found such that 1-h OGTT glucose concentrations rose more rapidly with increasing age in men than in women. The impact of age on 1-h OGTT glucose was independent of both fasting and 2-h OGTT glucose concentrations. CONCLUSIONS: One-hour OGTT glucose concentrations rise significantly with age even in subjects with NGT. Further investigation is warranted to explore the pathophysiological significance of such age-related impairment of glucose handling, which might increase the risk of cardiovascular disease even when patients do not meet criteria for the diagnosis of diabetes or prediabetes.


Subject(s)
Blood Glucose/metabolism , Diabetes Mellitus/blood , Glucose Intolerance/metabolism , Adolescent , Adult , Age Factors , Aged , Child , Child, Preschool , Cross-Sectional Studies , Diabetes Mellitus/diagnosis , Diabetes Mellitus/epidemiology , Female , Humans , Infant , Male , Middle Aged , Risk Factors , Time Factors
12.
Diabetologia ; 49(3): 459-68, 2006 Mar.
Article in English | MEDLINE | ID: mdl-16440209

ABSTRACT

AIMS/HYPOTHESIS: Recent clinical trials have found that the combination of conjugated equine oestrogen (CEO) and medroxyprogesterone has a protective effect on the incidence of type 2 diabetes. To determine the effect of CEO alone on the incidence of diabetes mellitus in postmenopausal women, we analysed the results of the Women's Health Initiative oestrogen-alone trial. METHODS: The Women's Health Initiative is a randomised, double-masked trial comparing the effect of daily 0.625 mg CEO with placebo during 7.1 years of follow-up of 10,739 postmenopausal women who were aged 50-79 years and had previously had a hysterectomy. Diabetes incidence was ascertained by self-report of treatment with insulin or oral hypoglycaemic medication. Fasting glucose, insulin and lipoproteins were measured in an 8.6% random sample of study participants, at baseline and at 1, 3 and 6 years. RESULTS: The cumulative incidence of treated diabetes was 8.3% in the oestrogen-alone group and 9.3% in the placebo group (hazard ratio 0.88, 95% CI 0.77-1.01, p=0.072). During the first year of follow-up, a significant fall in insulin resistance (homeostasis model assessment of insulin resistance) in actively treated women compared with the control subjects (Year 1 baseline between-group difference -0.53) was seen. However, there was no difference in insulin resistance at the 3- or 6-year follow-up. CONCLUSIONS/INTERPRETATION: Postmenopausal therapy with oestrogen alone may reduce the incidence of treated diabetes. The effect is smaller than that seen with oestrogen plus progestin. CEO should not, however, be used with the intention of preventing diabetes, as its well-described adverse effects preclude long-term use for primary prevention.


Subject(s)
Diabetes Mellitus/prevention & control , Estrogens, Conjugated (USP)/pharmacology , Aged , Animals , Diabetes Mellitus/epidemiology , Female , Follow-Up Studies , Health , Horses , Humans , Incidence , Middle Aged
13.
Diabetologia ; 47(7): 1175-1187, 2004 Jul.
Article in English | MEDLINE | ID: mdl-15252707

ABSTRACT

AIMS/HYPOTHESIS: Studies examining the effect of postmenopausal hormone therapy on concentrations of glucose, insulin and diabetes incidence have been inconclusive, in part because many of the studies were too small. We examined the effect of oestrogen plus progestin on diabetes incidence and insulin resistance. METHODS: The study was a randomised, double-blind trial comparing the effect of daily 0.625 mg conjugated equine oestrogens plus 2.5 mg medroxyprogesterone acetate with that of placebo during 5.6 years of follow-up. The participants were 15,641 postmenopausal women enrolled in the Women's Health Initiative Hormone Trial. These women were aged 50 to 79 and all had an intact uterus. Diabetes incidence was ascertained by self-report of treatment with insulin or oral hypoglycaemic medication. Fasting glucose, insulin, and lipoproteins were measured in a random sample at baseline and at 1 and 3 years. RESULTS: The cumulative incidence of treated diabetes was 3.5% in the hormone therapy group and 4.2% in the placebo group (hazard ratio 0.79, 95% CI 0.67-0.93, p=0.004). There was little change in the hazard ratio after adjustment for changes in BMI and waist circumference. During the first year of follow-up, changes in fasting glucose and insulin indicated a significant fall in insulin resistance in actively treated women compared to the control subjects (Year 1 to baseline between-group difference -0.22+/-0.10, p=0.03). INTERPRETATIONS/CONCLUSION: These data suggest that combined therapy with oestrogen and progestin reduces the incidence of diabetes, possibly mediated by a decrease in insulin resistance unrelated to body size. Future studies of alternative postmenopausal hormone therapy regimens and selective oestrogen agonists and/or antagonists should consider the effects of these regimens on insulin resistance and diabetes.


Subject(s)
Diabetes Mellitus/epidemiology , Estrogens, Conjugated (USP)/pharmacology , Medroxyprogesterone Acetate/pharmacology , Aged , Alcohol Drinking , Body Mass Index , Body Size , Double-Blind Method , Energy Intake , Female , Humans , Incidence , Insulin Resistance , Middle Aged , Patient Selection , Smoking
14.
Int J Clin Pract ; 57(6): 535-41, 2003.
Article in English | MEDLINE | ID: mdl-12918894

ABSTRACT

Nateglinide is a new oral antidiabetic agent that stimulates insulin release promptly after its pre-meal administration in a strongly glucose-dependent fashion. Because its insulinotropic effects are short in duration, nateglinide specifically targets postprandial hyperglycaemia with a low potential to elicit hypoglycaemia or sustained hyperinsulinaemia. Nateglinide has an excellent safety and tolerability profile, and its efficacy in reducing HbA1c in monotherapy (120 mg before meals) is comparable to that of metformin, sulphonylureas, thiazolidinediones or acarbose (-0.5 to -1.5%). When combined with metformin, which primarily reduces fasting glucose levels, nateglinide's effects are additive. In our clinical experience, nateglinide is a particularly good therapeutic option in newly diagnosed, treatment-naive patients; elderly patients in whom hypoglycaemia is a concern; patients with kidney failure or mild hepatic impairment; patients taking low-dose sulphonylureas who encounter problems with hypoglycaemia; and patients failing to achieve adequate glycaemic control on metformin or thiazolidinedione monotherapy.


Subject(s)
Cyclohexanes/therapeutic use , Diabetes Mellitus, Type 2/drug therapy , Hyperglycemia/drug therapy , Hypoglycemic Agents/therapeutic use , Phenylalanine/therapeutic use , Blood Glucose/physiology , Cyclohexanes/pharmacokinetics , Diabetes Mellitus, Type 2/complications , Humans , Hyperglycemia/complications , Hypoglycemic Agents/pharmacokinetics , Nateglinide , Phenylalanine/analogs & derivatives , Phenylalanine/pharmacokinetics , Treatment Outcome
15.
J Clin Endocrinol Metab ; 87(10): 4508-14, 2002 Oct.
Article in English | MEDLINE | ID: mdl-12364427

ABSTRACT

A pharmacokinetic-pharmacodynamic study of a long-acting GH [Nutropin Depot; somatropin (rDNA origin) for injectable suspension] was performed in 25 patients with adult GH deficiency. Single doses of 0.25 mg/kg and 0.5 mg/kg, based on ideal body weight, were administered sc. After either dose, serum GH concentrations rose rapidly in both sexes. In men, the lower dose maintained serum IGF-I levels within 1 SD of the mean for age and sex for 14-17 d; the higher dose raised IGF-I levels 2 SD above the mean. In most women, all of whom were receiving oral estrogen, the lower dose did not normalize IGF-I levels; the higher dose maintained IGF-I near the mean for approximately 14 d. Increases in IGF binding protein-3 and acid-labile subunit levels were observed in both sexes; however, a sex-related difference was not obvious. Fasting glucose and insulin concentrations were transiently elevated in men receiving the higher dose. Patients tolerated the injections well. We concluded that a single injection of Nutropin Depot at these doses in patients with adult GH deficiency increased serum IGF-I to within normal limits for 14-17 d. Estrogen-treated women required approximately twice the dose needed in men to produce comparable IGF-I concentrations.


Subject(s)
Human Growth Hormone/deficiency , Human Growth Hormone/pharmacokinetics , Adult , Aged , Blood Glucose/analysis , Carrier Proteins/blood , Delayed-Action Preparations , Fasting , Female , Glycoproteins/blood , Human Growth Hormone/blood , Human Growth Hormone/pharmacology , Humans , Insulin/blood , Insulin-Like Growth Factor Binding Protein 3/blood , Insulin-Like Growth Factor I/analysis , Kinetics , Male , Middle Aged , Sex Characteristics
16.
Lancet ; 358(9295): 1754-9, 2001 Nov 24.
Article in English | MEDLINE | ID: mdl-11734231

ABSTRACT

BACKGROUND: Pegvisomant is a new growth hormone receptor antagonist that improves symptoms and normalises insulin-like growth factor-1 (IGF-1) in a high proportion of patients with acromegaly treated for up to 12 weeks. We assessed the effects of pegvisomant in 160 patients with acromegaly treated for an average of 425 days. METHODS: Treatment efficacy was assessed by measuring changes in tumour volume by magnetic resonance imaging, and serum growth hormone and IGF-1 concentrations in 152 patients who received pegvisomant by daily subcutaneous injection for up to 18 months. The safety analysis included 160 patients some of whom received weekly injections and are excluded from the efficacy analysis. FINDINGS: Mean serum IGF-1 concentrations fell by at least 50%: 467 mg/L (SE 24), 526 mg/L (29), and 523 mg/L (40) in patients treated for 6, 12 and 18 months, respectively (p<0.001), whereas growth hormone increased by 12.5 mg/L (2.1), 12.5 mg/L (3.0), and 14.2 mg/L (5.7) (p<0.001). Of the patients treated for 12 months or more, 87 of 90 (97%) achieved a normal serum IGF-1 concentration. In patients withdrawn from pegvisomant (n=45), serum growth hormone concentrations were 8.0 mg/L (2.5) at baseline, rose to 15.2 mg/L (2.4) on drug, and fell back within 30 days of withdrawal to 8.3 mg/L (2.7). Antibodies to growth hormone were detected in 27 (16.9%) of patients, but no tachyphylaxis was seen. Serum insulin and glucose concentrations were significantly decreased (p<0.05). Two patients experienced progressive growth of their pituitary tumours, and two other patients had increased alanine and asparate aminotransferase concentrations requiring withdrawal from treatment. Mean pituitary tumour volume in 131 patients followed for a mean of 11.46 months (0.70) decreased by 0.033 cm(3) (0.057; p=0.353). INTERPRETATION: Pegvisomant is an effective medical treatment for acromegaly.


Subject(s)
Acromegaly/drug therapy , Receptors, Somatotropin/antagonists & inhibitors , Receptors, Somatotropin/therapeutic use , Adult , Blood Glucose/drug effects , Cohort Studies , Drug Administration Schedule , Female , Growth Hormone/blood , Human Growth Hormone/analogs & derivatives , Humans , Insulin/blood , Insulin-Like Growth Factor I/metabolism , Male , Middle Aged
17.
Ann Intern Med ; 135(9): 825-34, 2001 Nov 06.
Article in English | MEDLINE | ID: mdl-11694107

ABSTRACT

Medicine has traditionally focused on relieving patient symptoms. However, in developed countries, maintaining good health increasingly involves management of such problems as hypertension, dyslipidemia, and diabetes, which often have no symptoms. Moreover, abnormal blood pressure, lipid, and glucose values are generally sufficient to warrant treatment without further diagnostic maneuvers. Limitations in managing such problems are often due to clinical inertia-failure of health care providers to initiate or intensify therapy when indicated. Clinical inertia is due to at least three problems: overestimation of care provided; use of "soft" reasons to avoid intensification of therapy; and lack of education, training, and practice organization aimed at achieving therapeutic goals. Strategies to overcome clinical inertia must focus on medical students, residents, and practicing physicians. Revised education programs should lead to assimilation of three concepts: the benefits of treating to therapeutic targets, the practical complexity of treating to target for different disorders, and the need to structure routine practice to facilitate effective management of disorders for which resolution of patient symptoms is not sufficient to guide care. Physicians will need to build into their practice a system of reminders and performance feedback to ensure necessary care.


Subject(s)
Clinical Competence/standards , Patient Care/standards , Chronic Disease , Clinical Protocols , Diabetes Mellitus/therapy , Education, Medical, Continuing , Guideline Adherence , Health Knowledge, Attitudes, Practice , Humans , Hyperlipidemias/therapy , Hypertension/therapy , Patient Compliance , Physicians/standards , Practice Guidelines as Topic , Practice Management, Medical/standards
18.
Arch Intern Med ; 161(13): 1653-9, 2001 Jul 09.
Article in English | MEDLINE | ID: mdl-11434798

ABSTRACT

BACKGROUND: Although hypoglycemia is the most common complication of intensive diabetes therapy, there is little information about risk factors for hypoglycemia in patients with type 2 diabetes mellitus. OBJECTIVE: To determine the prevalence and predisposing factors for hypoglycemia in patients with type 2 diabetes. METHODS: Retrospective, cross-sectional analysis set in an outpatient specialty diabetes clinic. We included those patients who had baseline and follow-up visits from April 1 through October 31, 1999. Hypoglycemia was defined as typical symptoms relieved by eating, and/or blood glucose level of less than 60 mg/dL (<3.3 mmol/L). Univariate and multivariate logistic regression were used to determine the contributions to hypoglycemia of age, sex, diabetes duration, body mass index (calculated as weight in kilograms divided by the square of height in meters), fasting plasma glucose level, glycosylated hemoglobin (HbA(1c)) level, type of therapy, and previous episodes at the follow-up visit. RESULTS: We studied 1055 patients. Prevalence of hypoglycemic symptoms was 12% (9/76) for patients treated with diet alone, 16% (56/346) for those using oral agents alone, and 30% (193/633) for those using any insulin (P<.001). Severe hypoglycemia occurred in only 5 patients (0.5%), all using insulin. Multiple logistic regression analysis demonstrated that insulin therapy, lower HbA(1c) level at follow-up, younger age, and report of hypoglycemia at the baseline visit were independently associated with increased prevalence of hypoglycemia. There were no significant predictors of severe hypoglycemia. CONCLUSIONS: Mild hypoglycemia is common in patients with type 2 diabetes undergoing aggressive diabetes management, but severe hypoglycemia is rare. Concerns about hypoglycemia should not deter efforts to achieve tight glycemic control in most patients with type 2 diabetes.


Subject(s)
Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/therapy , Diet, Diabetic , Hypoglycemia/etiology , Hypoglycemic Agents/adverse effects , Blood Glucose , Body Mass Index , Cross-Sectional Studies , Female , Georgia/epidemiology , Glycated Hemoglobin , Humans , Hypoglycemia/epidemiology , Logistic Models , Male , Middle Aged , Prevalence , Retrospective Studies , Risk Factors
19.
J Biol Chem ; 276(40): 36896-901, 2001 Oct 05.
Article in English | MEDLINE | ID: mdl-11457835

ABSTRACT

The diabetes-induced decrease in insulin-like growth factor-I transcription appears to be mediated by footprint region V in exon 1. Since region V contains both an Sp1 site and an AT-rich element that recognizes an insulin-responsive binding protein (IRBP), we tested the hypothesis that Sp1 interactions are facilitated by an IRBP. Binding of nuclear extracts to region V probes was reduced by mutational or chemical interference with the AT-rich element. Blocking the AT site also reduced interactions of Sp1 with region V in vitro and blunted transactivation of region V reporter constructs by Sp1 in vivo. Sp1 binding was enhanced by small quantities of hepatic nuclear extracts, but enhancement was reduced by the AT mutation and abolished by a 5-base pair insertion between the AT-rich and GC-rich sites, and transactivation by Sp1 in vivo was diminished by inserting bases between the AT-rich and GC-rich elements. However, treating cells with insulin increased the ability of nuclear extracts to enhance Sp1 binding. These findings indicate that the presence of the AT-rich element is essential for the actions of Sp1 in vitro and in vivo, and the combination of both spacing requirements and insulin responsiveness suggests that IRBP may interact directly with Sp1.


Subject(s)
Insulin-Like Growth Factor I/genetics , Insulin/physiology , Nuclear Proteins/metabolism , Sp1 Transcription Factor/metabolism , AT Rich Sequence/physiology , Animals , Binding Sites , Cell Nucleus/metabolism , Consensus Sequence/physiology , DNA/metabolism , GC Rich Sequence/physiology , Hepatocytes/metabolism , Insulin-Like Growth Factor I/metabolism , Male , Rats , Rats, Sprague-Dawley
20.
Arch Intern Med ; 161(10): 1295-300, 2001 May 28.
Article in English | MEDLINE | ID: mdl-11371257

ABSTRACT

BACKGROUND: It is commonly believed that good glycemic control is hard to achieve in patients with diabetes mellitus and concurrent chronic illnesses. OBJECTIVE: To determine the impact of comorbidity on glycemic control at presentation and subsequent follow-up in patients with type 2 diabetes. METHODS: We studied 654 consecutive patients who presented to a diabetes clinic in 1997. Comorbidity was rated using the Chronic Disease Score (CDS) index, which is a validated, weighted score that takes into account the patient's age, sex, and classes of medications. Univariate and multivariate linear regressions were used to determine the contribution of age, body mass index (calculated as weight in kilograms divided by the square of height in meters), diabetes duration, type of therapy, and CDS to initial hemoglobin A(1c) (HbA(1c)) level. A similar analysis was performed for the 169 patients with follow-up HbA(1c) levels 6 months after presentation. RESULTS: Patients were 90% African American, and 66% female, with average age of 53 years. Average diabetes duration was 5 years; body mass index, 33; HbA(1c) level, 8.8%; and CDS, 1121 (range, 232-7953). At presentation, patients with higher CDSs tended to be older and to have a lower HbA(1c) level, but multivariate linear regression showed that receiving pharmacological therapy, younger age, and having a lower C-peptide level were the only significant contributors to HbA(1c) level. In the 169 follow-up patients, presenting characteristics were not significantly different from those of the full cohort: average initial HbA(1c) level was 8.8%; CDS, 1073. Their HbA(1c) level at 6 months averaged 7.5% and the CDS had no significant impact on their follow-up HbA(1c) level. CONCLUSION: Comorbidity does not appear to limit achievement of good glycemic control in patients with type 2 diabetes.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/epidemiology , Glycated Hemoglobin/analysis , Hypoglycemic Agents/therapeutic use , Age Distribution , Blood Glucose/analysis , Cardiovascular Diseases/epidemiology , Chronic Disease , Comorbidity , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/metabolism , Diabetic Angiopathies/epidemiology , Diabetic Neuropathies/epidemiology , Female , Follow-Up Studies , Gastrointestinal Diseases/epidemiology , Humans , Infections/epidemiology , Linear Models , Male , Middle Aged , Multivariate Analysis , Obesity/epidemiology , Prevalence , Risk Assessment , Sensitivity and Specificity , Sex Distribution , Statistics, Nonparametric
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