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1.
Diabetes Obes Metab ; 18(2): 169-77, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26511599

ABSTRACT

AIMS: To investigate whether the degree of albuminuria reduction observed in the ALTITUDE trial is associated with renal and cardiovascular protection, and secondly, whether the reduction in albuminuria was too small to afford clinical benefit. METHODS: In a post hoc analysis of the ALTITUDE trial in 8561 patients with type 2 diabetes and chronic kidney disease or cardiovascular disease we examined the effect of albuminuria changes at 6 months on renal and cardiovascular outcomes using Cox proportional hazard regression. RESULTS: The median change in albuminuria in the first 6 months in the aliskiren arm of the trial was -12% (25th to 75th percentile: -48.7_to_ +41.9%) and 0.0% (25th to 75th percentile: -40.2_to_55%) in the placebo arm. Changes in albuminuria in the first 6 months were linearly associated with renal and cardiovascular endpoints: a >30% reduction in albuminuria in the first 6 months was associated with a 62% reduction in renal risk and a 25% reduction in cardiovascular risk compared with an increase in albuminuria. The association between changes at 6 months in albuminuria and renal or cardiovascular endpoints was similar in the two treatment groups (p for interaction >0.1 for both endpoints). CONCLUSIONS: The addition of aliskiren to angiotensin-converting enzyme inhibitor/angiotensin receptor blocker therapy resulted in albuminuria changes that were associated with renal and cardiovascular risk changes. This did not translate into renal or cardiovascular protection because the overall reduction in albuminuria in the aliskiren arm was too small and nearly similar to that in the placebo arm.


Subject(s)
Albuminuria/prevention & control , Antihypertensive Agents/therapeutic use , Cardiovascular Diseases/prevention & control , Diabetes Mellitus, Type 2/complications , Hypertension/drug therapy , Renal Insufficiency, Chronic/prevention & control , Renin/antagonists & inhibitors , Aged , Albuminuria/complications , Albuminuria/epidemiology , Amides/therapeutic use , Angiotensin Receptor Antagonists/therapeutic use , Angiotensin-Converting Enzyme Inhibitors/therapeutic use , Biomarkers/urine , Cardiovascular Diseases/complications , Cardiovascular Diseases/epidemiology , Cohort Studies , Double-Blind Method , Drug Therapy, Combination , Female , Follow-Up Studies , Fumarates/therapeutic use , Humans , Hypertension/complications , Hypertension/urine , Male , Middle Aged , Practice Guidelines as Topic , Renal Insufficiency, Chronic/complications , Renal Insufficiency, Chronic/epidemiology , Risk Factors
2.
Diabet Med ; 33(3): 348-55, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26094705

ABSTRACT

AIMS: To examine the incremental usefulness of adding alanine aminotransferase to established risk factors for predicting future diabetes. METHODS: The study population of the Insulin Resistance Atherosclerosis Study included 724 people aged 40-69 years. We excluded people who had excessive alcohol intake or were treated with lipid-lowering agents. Incident diabetes was assessed after a mean follow-up period of 5.2 years. RESULTS: Alanine aminotransferase had a non-linear relationship with incident diabetes (Wald chi-squared test, P < 0.001; P for linearity = 0.005) independent of demographic variables, family history of diabetes, BMI and fasting glucose; therefore, we used Youden's J statistic to dichotomize alanine aminotransferase [threshold ≥ 0.43 µkat/L ( ≥ 26 IU/l)]. Dichotomized alanine aminotransferase increased the area under the receiver-operating characteristic curve (0.805 vs. 0.823; P = 0.007) of a model that included demographic variables, family history of diabetes, BMI and fasting glucose as independent variables. The net reclassification improvement was 9.6% (95% CI 1.8-17.4; P = 0.016), and the integrated discrimination improvement was 0.031 (95% CI 0.011-0.050; P = 0.002). Dichotomized alanine aminotransferase reclassified a net of 9.6% of individuals more appropriately. CONCLUSIONS: Alanine aminotransferase may be useful for classifying individuals who are at risk of future diabetes after accounting for the effect of other risk factors, including family history, adiposity and plasma glucose.


Subject(s)
Alanine Transaminase/blood , Atherosclerosis , Diabetes Mellitus, Type 2/diagnosis , Insulin Resistance , Adult , Aged , Atherosclerosis/blood , Atherosclerosis/complications , Atherosclerosis/epidemiology , Cohort Studies , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/epidemiology , Fasting/blood , Female , Glucose Tolerance Test , Humans , Insulin Resistance/physiology , Male , Middle Aged , Obesity/blood , Obesity/complications , Obesity/epidemiology , Predictive Value of Tests , Prognosis
3.
BMC Gastroenterol ; 15: 88, 2015 Jul 28.
Article in English | MEDLINE | ID: mdl-26215323

ABSTRACT

BACKGROUND: Coffee consumption has been associated with reduced risk of developing type 2 diabetes mellitus (T2DM) however, the mechanism for this association has yet to be elucidated. Non-alcoholic fatty liver disease (NAFLD) characterizes and predicts T2DM yet the relationship of coffee with this disorder remains unclear. Our aim was to investigate the associations of coffee with markers of liver injury in 1005 multi-ethnic, non-diabetic adults in the Insulin Resistance Atherosclerosis Study. METHODS: Dietary intake was assessed using a validated 114-item food frequency questionnaire. Alanine aminotransferase (ALT), aspartate aminotransferase (AST) and fetuin-A were determined in fasting blood samples and the validated NAFLD liver fat score was calculated. Multivariate linear regression assessed the contribution of coffee to variation in markers of liver injury. RESULTS: Caffeinated coffee showed significant inverse associations with ALT (ß = -0.08, p = 0.0111), AST (ß = -0.05, p = 0.0155) and NAFLD liver fat score (ß = -0.05, p = 0.0293) but not with fetuin-A (ß = 0.04, p = 0.17). When the highest alcohol consumers were excluded, these associations remained (ALT ß = -0.11, p = 0.0037; AST ß = -0.05, p = 0.0330; NAFLD liver fat score ß = -0.06, p = 0.0298). With additional adjustment for insulin sensitivity, the relationship with ALT remained significant (ALT ß = -0.08, p = 0.0400; AST ß = -0.03, p = 0.20; NAFLD liver fat score ß = -0.03, p = 0.27). There were no significant associations of decaffeinated coffee with liver markers. CONCLUSIONS: These analyses indicate a beneficial impact of caffeinated coffee on liver morphology and/or function, and suggest that this relationship may mediate the well-established inverse association of coffee with risk of T2DM.


Subject(s)
Alanine Transaminase/blood , Aspartate Aminotransferases/blood , Coffee , Diabetes Mellitus, Type 2 , Liver/pathology , alpha-2-HS-Glycoprotein/metabolism , Biomarkers/blood , Caffeine , Diabetes Mellitus, Type 2/blood , Female , Humans , Insulin Resistance , Linear Models , Liver Function Tests , Male , Middle Aged , Non-alcoholic Fatty Liver Disease/blood , Protective Factors , Surveys and Questionnaires
4.
Diabet Med ; 32(8): 1090-6, 2015 Aug.
Article in English | MEDLINE | ID: mdl-25818859

ABSTRACT

AIM: To investigate whether previous physical activity levels are associated with blood glucose levels in individuals with impaired glucose tolerance in the context of an international pharmaceutical trial. METHODS: Data were analysed from the NAVIGATOR trial, which involved 9306 individuals with impaired glucose tolerance and high cardiovascular risk from 40 different countries, recruited in the period 2002-2004. Fasting glucose, 2-h post-challenge glucose and physical activity (pedometer) were assessed annually. A longitudinal regression analysis was used to determine whether physical activity levels 2 years (t-2 ) and 1 year (t-1 ) previously were associated with levels of glucose, after adjusting for previous glucose levels and other patient characteristics. Those participants with four consecutive annual measures of glucose and two consecutive measures of physical activity were included in the analysis. RESULTS: The analysis included 3964 individuals. Change in physical activity from t-2 to t-1 and activity levels at t-2 were both associated with 2-h glucose levels after adjustment for previous glucose levels and baseline characteristics; however, the associations were weak: a 100% increase in physical activity was associated with a 0.9% reduction in 2-h glucose levels. In addition, previous physical activity only explained an additional 0.05% of the variance in 2-h glucose over the variance explained by the history of 2-h glucose alone (R(2)  = 0.3473 vs. 0.3468). There was no association with fasting glucose. CONCLUSIONS: In the context of a large international clinical trial, previous physical activity levels did not meaningfully influence glucose levels in those with a high risk of chronic disease, after taking into account participants' previous trajectory of glucose control.


Subject(s)
Blood Glucose/metabolism , Fasting , Glucose Intolerance/metabolism , Motor Activity , Risk Reduction Behavior , Accelerometry , Actigraphy , Aged , Angiotensin II Type 1 Receptor Blockers/therapeutic use , Cardiovascular Diseases , Cohort Studies , Cyclohexanes/therapeutic use , Female , Glucose Intolerance/drug therapy , Glucose Tolerance Test , Humans , Hypoglycemic Agents/therapeutic use , Longitudinal Studies , Male , Middle Aged , Nateglinide , Phenylalanine/analogs & derivatives , Phenylalanine/therapeutic use , Prospective Studies , Regression Analysis , Risk Factors , Valsartan/therapeutic use
5.
Int J Obes (Lond) ; 39(3): 495-501, 2015 Mar.
Article in English | MEDLINE | ID: mdl-25179244

ABSTRACT

OBJECTIVES: To examine the specific distribution of liver fat content, visceral and subcutaneous adiposity in normal glucose tolerance (NGT/NGT), isolated impaired fasting glucose (iIFG), isolated impaired glucose tolerance (iIGT) and combined conditions (IFG+IGT), as well as with newly diagnosed type 2 diabetes (nT2D). DESIGN: Multicenter, international observational study: cross-sectional analysis. SUBJECTS: Two thousand five hundred and fifteen patients (50.0% women, 54.5% non-Caucasian) without previously known diabetes were recruited from 29 countries. Abdominal fat distribution was measured by computed tomography (CT). Liver fat was estimated using the CT-liver mean attenuation. RESULTS: Compared with NGT/NGT patients, increased visceral adiposity was found in iIFG, iIGT, IFG+IGT and nT2D; estimated liver fat progressively increased across these conditions. A one-s.d. increase in visceral adiposity was associated with an increased risk of having iIFG (men: odds ratio (OR) 1.41 (95% confidence interval (CI) 1.15-1.74), women: OR 1.62 (1.29-2.04)), iIGT (men: OR 1.59 (1.15-2.01), women: OR 1.30 (0.96-1.76)), IFG+IGT (men: OR 1.64 (1.27-2.13), women: OR 1.83 (1.36-2.48)) and nT2D (men: OR 1.80 (1.35-2.42), women: OR 1.73 (1.25-2.41)). A one-s.d. increase in estimated liver fat was associated with iIGT (men: OR 1.46 (1.12-1.90), women: OR 1.81 (1.41-2.35)), IFG+IGT (men: OR 1.42 (1.14-1.77), women: OR 1.74 (1.35-2.26)) and nT2D (men: OR 1.77 (1.40-2.27), women: OR 2.38 (1.81-3.18)). Subcutaneous abdominal adipose tissue showed an inverse relationship with nT2D in women (OR 0.63 (0.45-0.88)). CONCLUSIONS: Liver fat was associated with iIGT but not with iIFG, whereas visceral adiposity was associated with both. Liver fat and visceral adiposity were associated with nT2D, whereas subcutaneous adiposity showed an inverse relationship with nT2D in women.


Subject(s)
Blood Glucose/metabolism , Glucose Intolerance/metabolism , Intra-Abdominal Fat/metabolism , Liver/metabolism , Prediabetic State/metabolism , Body Mass Index , Cross-Sectional Studies , Fasting , Female , Glucose Intolerance/blood , Glucose Tolerance Test , Humans , Insulin Resistance , Male , Middle Aged , Prediabetic State/blood , Predictive Value of Tests
6.
Diabetes Obes Metab ; 16(12): 1265-8, 2014 Dec.
Article in English | MEDLINE | ID: mdl-24861892

ABSTRACT

Increased physical activity is known to be beneficial in people with type 2 diabetes mellitus (T2DM), but it is not known whether individuals change their activity levels after T2DM diagnosis. The present Nateglinide and Valsartan in Impaired Glucose Tolerance Outcomes Research (NAVIGATOR) trial, conducted in participants with impaired glucose tolerance at high cardiovascular risk, assessed ambulatory activity annually using research-grade pedometers. Oral glucose tolerance tests were performed annually and repeated to confirm T2DM diagnosis. This observational analysis used general linear models to compare step counts before and after T2DM diagnosis in the 2816 participants with the requisite data. Participants were relatively inactive at baseline, taking a median (interquartile range) of 5488 (3258-8361) steps/day, which decreased after T2DM diagnosis by a mean (s.e.) of 258 (64) steps/day (p < 0.0001); however, after adjusting for background trend for activity, step count after T2DM diagnosis was unchanged [mean (s.e.) of 103 (87) fewer steps/day; p = 0.23]. Awareness of T2DM diagnosis had no impact on the trajectory of activity established before the diagnosis.


Subject(s)
Actigraphy , Cardiovascular Diseases/prevention & control , Diabetes Mellitus, Type 2/psychology , Diabetic Angiopathies/prevention & control , Monitoring, Ambulatory , Motor Activity , Risk Reduction Behavior , Walking , Actigraphy/instrumentation , Blood Glucose/metabolism , Blood Pressure , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/therapy , Disease Progression , Exercise , Female , Glucose Tolerance Test , Health Knowledge, Attitudes, Practice , Humans , Male , Middle Aged , Monitoring, Ambulatory/instrumentation , Patient Compliance , Patient Education as Topic , Risk Factors
7.
J Clin Endocrinol Metab ; 98(10): 4152-9, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23884776

ABSTRACT

CONTEXT: ß-Cell function (BCF) declines over the course of type 2 diabetes, but little is known about BCF changes across glucose tolerance status (GTS) categories, and comparisons of direct vs surrogate measures. OBJECTIVE: To assess longitudinal changes in BCF across GTS. DESIGN: The Insulin Resistance Atherosclerosis Study is a multicenter, observational, epidemiologic study. SETTING: Four clinical centers in the US that could identify subjects likely to have impaired fasting glucose (IFG) or impaired glucose tolerance (IGT). PATIENTS: We compared longitudinal changes in BCF in 1052 subjects over 5 years. Subjects were categorized according to baseline GTS: normal glucose tolerance (NGT: n = 547), impaired fasting glucose or impaired glucose tolerance (IFG/IGT: n = 341), and newly diagnosed type 2 diabetes (n = 164). INTERVENTIONS: None. MAIN OUTCOME MEASURES: BCF was assessed from a frequently sampled iv glucose tolerance test (AIR, acute insulin response), and the homeostasis model assessment of BCF (HOMA B). RESULTS: NGT and IFG/IGT subjects increased their insulin secretion over time, whereas those with type 2 diabetes experienced either decline or little change in BCF. After adjustment for demographic variables and change in insulin resistance, change in HOMA B underestimated the magnitude of changes in BCF, as assessed by change in AIR. Relative to NGT, the 5-year change in insulin secretion in IFG/IGT and type 2 diabetes was 31% and 70% lower (by HOMA B) and 50% and 80% lower (by AIR). CONCLUSIONS: The decline in BCF over time in IFG/IGT and type 2 diabetes may be more pronounced than previously estimated; HOMA B may underestimate this decline significantly.


Subject(s)
Diabetes Mellitus, Type 2/physiopathology , Glucose Intolerance/physiopathology , Insulin Resistance/physiology , Insulin-Secreting Cells/physiology , Prediabetic State/physiopathology , Adult , Aged , Atherosclerosis/physiopathology , Blood Glucose , Fasting/physiology , Female , Glucose Tolerance Test , Humans , Longitudinal Studies , Male , Middle Aged
8.
Diabetes Obes Metab ; 15(7): 629-41, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23356633

ABSTRACT

AIM: Visceral adipose tissue (VAT) and liver fat (LF) are strongly associated with type 2 diabetes. It is not known, however, how diabetes treatment and/or risk factor management modulates the association between VAT, LF and diabetes. The aim was to determine the level of VAT and LF in patients with type 2 diabetes according to their treatment status and achievement of the American Diabetes Association's (ADA) diabetes management goals. METHODS: We performed a cross-sectional analysis of the baseline data of the International Study of the Prediction of Intra-Abdominal Adiposity and its Relationship with Cardiometabolic risk/Intra-Abdominal Adiposity (INSPIRE ME IAA), a 3-year prospective cardiometabolic imaging study conducted in 29 countries. Patients (n = 3991) were divided into four groups: (i) those without type 2 diabetes (noT2D n = 1003 men, n = 1027 women); (ii) those with type 2 diabetes but not treated with diabetes medications (T2Dnomeds n = 248 men, n = 198 women); (iii) those with type 2 diabetes and treated with diabetes medications but not yet using insulin (T2Dmeds-ins n = 591 men, n = 484 women) and (iv) those with type 2 diabetes and treated with insulin (T2Dmeds+ins n = 233 men, n = 207 women). Abdominal and liver adiposity were measured by computed tomography. RESULTS: Fewer patients with high VAT or LF achieved the ADA's goals for high-density lipoprotein cholesterol (HDL-C) or triglycerides compared to patients with low VAT or LF. Visceral adiposity (p = 0.02 men, p = 0.003 women) and LF (p = 0.0002 men, p = 0.0004 women) increased among patients who met fewer of the ADA treatment criteria, regardless of type 2 diabetes treatment. CONCLUSION: Residual cardiometabolic risk exists among patients with type 2 diabetes characterized by elevated VAT and LF.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/therapeutic use , Insulin/therapeutic use , Metabolic Syndrome/prevention & control , Adiposity , Adult , Aged , Cohort Studies , Combined Modality Therapy , Cross-Sectional Studies , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/pathology , Diabetes Mellitus, Type 2/therapy , Drug Therapy, Combination , Female , Humans , Hyperlipidemias/etiology , Hyperlipidemias/prevention & control , Intra-Abdominal Fat/diagnostic imaging , Intra-Abdominal Fat/pathology , Lipid Metabolism , Liver/diagnostic imaging , Liver/pathology , Male , Medication Adherence , Metabolic Syndrome/epidemiology , Metabolic Syndrome/physiopathology , Middle Aged , Practice Guidelines as Topic , Radiography , Risk Factors
9.
Diabetologia ; 56(4): 746-57, 2013 Apr.
Article in English | MEDLINE | ID: mdl-23344727

ABSTRACT

AIMS/HYPOTHESIS: Markers of liver injury, such as alanine aminotransferase (ALT), have been associated with atherogenic lipoprotein changes. We examined the extent to which this association was explained by insulin resistance, adiposity, glucose tolerance and chronic inflammation. METHODS: In this analysis we included 824 non-diabetic participants (age 40-69 years) in the Insulin Resistance Atherosclerosis Study. No participants reported excessive alcohol intake or treatment with lipid-lowering medications. Lipoproteins and apolipoproteins were measured by conventional methods and lipoprotein heterogeneity by nuclear magnetic resonance (NMR) spectroscopy. RESULTS: ALT had a positive relationship with triacylglycerols, LDL-to-HDL-cholesterol ratio and apolipoprotein B (ApoB) after adjusting for demographic variables (p < 0.001 for all three relationships). ALT was also associated with the following NMR lipoproteins: positively with large VLDL (p < 0.001), intermediate-density lipoprotein (IDL) (p < 0.001) and small LDL subclass particles (p < 0.001), and VLDL particle size (p < 0.001); and negatively with large LDL subclass particles (p < 0.05) and LDL (p < 0.001) and HDL particle sizes (p < 0.01). ALT remained associated with IDL and small LDL subclass particles and ApoB after adjusting for glucose tolerance, adiposity, directly measured insulin sensitivity and C-reactive protein. CONCLUSIONS/INTERPRETATION: ALT is associated with a wide range of atherogenic lipoprotein changes, which are partially explained by insulin resistance, adiposity, glucose tolerance and chronic inflammation. Because of the significant variability in the relationship between ALT and liver fat, further studies are needed to assess the extent of the lipoprotein changes using a direct measure of liver fat.


Subject(s)
Alanine Transaminase/blood , Apolipoproteins/blood , Atherosclerosis/blood , Atherosclerosis/metabolism , Insulin Resistance , Lipoproteins/blood , Adiposity , Adult , Aged , Atherosclerosis/ethnology , Chronic Disease , Female , Glucose Tolerance Test , Humans , Inflammation , Magnetic Resonance Spectroscopy , Male , Middle Aged , Regression Analysis
10.
Diabetes Obes Metab ; 15(5): 441-7, 2013 May.
Article in English | MEDLINE | ID: mdl-23216702

ABSTRACT

AIMS: Cross-sectional evidence indicates that abdominal adiposity, hypertension, dyslipidaemia and glycaemia are associated with reduced metabolic clearance rate of insulin (MCRI). Little is known about the progression of MCRI and whether components of metabolic syndrome are associated with the change in MCRI. In this study, we examined the association between components of metabolic syndrome and the 5-year change of MCRI. METHODS: At baseline and 5-year follow-up, we measured fasting plasma triglycerides (TG), high-density lipoprotein (HDL) cholesterol, blood pressure (BP), waist circumference (WC) and fasting blood glucose (FBG) in 784 non-diabetic participants in the Insulin Resistance Atherosclerosis Study. MCRI, insulin sensitivity (SI ) and acute insulin response (AIR) were determined from frequently sampled intravenous glucose tolerance tests. RESULTS: We observed a 29% decline of MCRI at follow-up. TG, systolic BP and WC at baseline were inversely associated with a decline of MCRI regression models adjusted for age, sex, ethnicity, smoking, alcohol consumption, energy expenditure, family history of diabetes, BMI, SI and AIR [ß = -0.057 (95% confidence interval, CI: -0.11, -0.0084) for TG, ß = -0.0019 (95% CI: -0.0035, -0.00023) for systolic BP and ß = -0.0084 (95% CI: -0.013, -0.0039) for WC; all p < 0.05]. Higher HDL cholesterol at baseline was associated with an increase in MCRI [multivariable-adjusted ß = 0.0029 (95% CI: 0.0010, 0.0048), p = 0.002]. FBG at baseline was not associated with MCRI at follow-up [multivariable-adjusted ß = 0.0014 (95% CI: -0.0026, 0.0029)]. CONCLUSIONS: MCRI declined progressively over 5 years in a non-diabetic cohort. Components of metabolic syndrome at baseline were associated with a significant change in MCRI.


Subject(s)
Atherosclerosis/blood , Cholesterol, HDL/blood , Insulin Resistance , Insulin/blood , Metabolic Syndrome/blood , Triglycerides/blood , Adiposity , Adult , Aged , Atherosclerosis/epidemiology , Atherosclerosis/metabolism , Biomarkers/blood , Blood Glucose/metabolism , Blood Pressure , Body Mass Index , Cross-Sectional Studies , Disease Progression , Dyslipidemias/blood , Female , Follow-Up Studies , Glucose Tolerance Test , Glycated Hemoglobin/metabolism , Humans , Male , Metabolic Clearance Rate , Metabolic Syndrome/epidemiology , Metabolic Syndrome/metabolism , Middle Aged , Predictive Value of Tests , Risk Factors , United States/epidemiology , Waist Circumference
11.
Diabetologia ; 56(1): 112-20, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23052060

ABSTRACT

AIMS/HYPOTHESIS: Insulin clearance may decline as an early mechanism compensating for deteriorating insulin sensitivity. However, no previous studies have investigated the association between subclinical inflammation or impaired fibrinolysis and insulin clearance. We examined the association between plasminogen activator inhibitor (PAI)-1, C-reactive protein (CRP), TNF-α, leptin and fibrinogen and the progression of metabolic clearance rate of insulin (MCRI) over time. METHODS: We studied 784 non-diabetic white, Hispanic and African-American individuals in the Insulin Resistance Atherosclerosis Study (IRAS). Insulin sensitivity, acute insulin response and MCRI were determined from frequently sampled intravenous glucose tolerance tests at baseline and at 5-year follow-up. Inflammatory and fibrinolytic proteins were measured in fasting plasma at baseline. RESULTS: MCRI had declined significantly by 29% at the 5-year follow-up. We observed a significant association between higher plasma PAI-1 levels and the decline in MCRI in multivariable-adjusted regression models (ß = -0.045 [95% CI -0.081, -0.0091]). Higher plasma CRP and leptin levels were associated with a decline in MCRI in unadjusted models, but these associations were non-significant after adjusting for BMI and waist circumference (ß = -0.016 [95% CI -0.041, 0.0083] for CRP; ß = -0.044 [95% CI -0.10, 0.011] for leptin). A higher plasma TNF-α concentration was associated with a decline in MCRI in unadjusted (ß = -0.071 [95% CI -0.14, -0.00087]) but not in multivariable-adjusted (ß = -0.056 [95% CI -0.13, 0.017]) models. Plasma fibrinogen level was not associated with the change in MCRI. CONCLUSIONS/INTERPRETATION: We identified that higher plasma PAI-1 (but not CRP, TNF-α, leptin or fibrinogen) levels independently predicted the progressive decline of insulin clearance in the multiethnic cohort of the IRAS.


Subject(s)
Atherosclerosis/etiology , Hypoglycemic Agents/pharmacokinetics , Insulin Resistance , Insulin/pharmacokinetics , Overweight/physiopathology , Plasminogen Activator Inhibitor 1/blood , Prediabetic State/etiology , Atherosclerosis/epidemiology , Body Mass Index , Cohort Studies , Diabetic Angiopathies/blood , Diabetic Angiopathies/epidemiology , Diabetic Angiopathies/immunology , Diabetic Angiopathies/metabolism , Female , Fibrinogen/analysis , Follow-Up Studies , Humans , Hypoglycemic Agents/blood , Inflammation Mediators/blood , Insulin/blood , Leptin/blood , Male , Metabolic Clearance Rate , Middle Aged , Overweight/blood , Overweight/immunology , Overweight/metabolism , Prediabetic State/epidemiology , Prospective Studies , Risk Factors , United States/epidemiology
12.
Diabet Med ; 29(11): 1390-4, 2012 Nov.
Article in English | MEDLINE | ID: mdl-22681498

ABSTRACT

AIMS: We evaluated the relations between surrogate indices of insulin resistance and waist circumference, metabolic syndrome and coronary heart disease risk across Hispanic and non-Hispanic white populations. METHODS: The study was a cross-sectional analysis of participants without diabetes in the San Antonio Heart Study, Mexico City Diabetes Study and Spanish Insulin Resistance Study. We evaluated commonly used indices of insulin resistance, including homeostasis model assessment, McAuley's index, Gutt's insulin sensitivity index, Avignon's insulin sensitivity index and the Stumvoll index with and without demographics, the modified Matsuda index and the product of the triglycerides and glucose index. The metabolic syndrome was defined by American Heart Association/National Heart, Lung, and Blood Institute criteria and coronary heart disease risk by Framingham risk scores. RESULTS: The Stumvoll index with demographics and the Avignon's insulin sensitivity index had the strongest correlations with waist circumference across populations. The triglycerides and glucose and McAuley's indices had the most robust correlations with Framingham risk score. The triglycerides and glucose index had the greatest ability to detect individuals with the metabolic syndrome and ≥ 10% coronary heart disease risk. Some indices display significant variability in the strength of the relationship with adiposity and coronary heart disease risk across populations. CONCLUSIONS: There are significant differences between insulin resistance indices regarding the ability to detect the metabolic syndrome and coronary heart disease risk across populations. Studies may need to consider the index of insulin resistance that best suits the objectives.


Subject(s)
Blood Glucose/metabolism , Cardiovascular Diseases/blood , Hispanic or Latino/statistics & numerical data , Insulin Resistance , Metabolic Syndrome/blood , Triglycerides/blood , Waist Circumference , White People/statistics & numerical data , Adult , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/physiopathology , Cross-Sectional Studies , Fasting/blood , Female , Humans , Male , Metabolic Syndrome/epidemiology , Metabolic Syndrome/physiopathology , Mexico/epidemiology , Middle Aged , Risk Factors , Sensitivity and Specificity
13.
Diabet Med ; 29(8): e151-8, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22435928

ABSTRACT

AIMS: The Insulinogenic Index from 0 to 30 min (ΔI (0-30) /ΔG(0-30) ), a measure of insulin secretion derived from the early period of the oral glucose tolerance test, predicts future diabetes. However, there are few data on secretory measures from the late oral glucose tolerance test period. We therefore investigated the association of the ratio of the area under the insulin curve to the area under the glucose curve from 60 to 120 min (I/G(AUC 60-120) ) with incident diabetes. METHODS: Participants were 1540 Mexican Americans and non-Hispanic whites in the San Antonio Heart Study who were free of diabetes at baseline. We analysed indices of sensitivity (Matsuda index) and secretion from the early (ΔI(0-30) /ΔG(0-30) ) and late oral glucose tolerance test periods (I/G(AUC 60-120) ). RESULTS: A total of 179 participants developed diabetes after 7.5 years. I/G(AUC 60-120) was an independent predictor of diabetes [odds ratio × 1 SD unit increase, 0.37 (0.26-0.54)] in a model that also included age, sex, ethnicity, body mass index, family history of diabetes, Matsuda index and (ΔI (0-30) /ΔG(0-30) ) as covariates. I/G(AUC 60-120) increased the C statistic (a test of discrimination) of the model (0.882 vs. 0.875, P=0.044). I/G(AUC 60-120) correctly reclassified one-fifth of individuals with moderate and strong risks of future diabetes. The net reclassification improvement was 0.13 (P<0.001) and the integrated discrimination improvement was 0.033 (P<0.001). CONCLUSIONS: An insulin secretory measure derived from the late oral glucose tolerance test period is useful for classifying individuals at risk of future diabetes independently of other risk factors, including insulin sensitivity and a secretory measure from the early oral glucose tolerance test period.


Subject(s)
Diabetes Mellitus, Type 2/diagnosis , Insulin/metabolism , Adult , Area Under Curve , Blood Glucose/metabolism , Diabetes Mellitus, Type 2/ethnology , Diabetes Mellitus, Type 2/metabolism , Early Diagnosis , Female , Glucose Tolerance Test/methods , Humans , Incidence , Insulin Resistance/physiology , Insulin Secretion , Male , Mexican Americans/ethnology , Middle Aged , Texas/epidemiology , Time Factors
14.
Diabetes Obes Metab ; 14(7): 596-600, 2012 Jul.
Article in English | MEDLINE | ID: mdl-22268550

ABSTRACT

AIM: This study evaluated whether the risk of acute renal failure (ARF) increases with exenatide and sitagliptin use. METHODS: A retrospective cohort study of a large medical and pharmacy claims database was performed. Data for 4 91 539 patients were analysed. Cox proportional hazard models were used to compare the risk of ARF between diabetic and non-diabetic subjects and between diabetic patients treated with exenatide, sitagliptin and control medications. RESULTS: Adjusted Cox analyses showed diabetic subjects had a higher risk of ARF [HR 1.51, confidence interval (CI) 1.26-1.81, p < 0.001] than non-diabetic controls. Compared with diabetic controls, neither exenatide (HR 0.77, CI 0.42-1.41, p = 0.40) nor sitagliptin (HR 1.17, CI 0.82-1.65, p = 0.39) increased the risk of ARF. CONCLUSION: Our study revealed an increased incidence of ARF in diabetic versus non-diabetic patients but no association between use of exenatide or sitagliptin and ARF. Because of the limitations of this observational analysis, we cannot exclude the possibility of a very small increased risk.


Subject(s)
Acute Kidney Injury/chemically induced , Diabetes Mellitus, Type 2/drug therapy , Dipeptidyl-Peptidase IV Inhibitors/pharmacology , Peptides/pharmacology , Pyrazines/pharmacology , Triazoles/pharmacology , Venoms/pharmacology , Acute Kidney Injury/etiology , Acute Kidney Injury/physiopathology , Adolescent , Adult , Cohort Studies , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/physiopathology , Dipeptidyl-Peptidase IV Inhibitors/administration & dosage , Dipeptidyl-Peptidase IV Inhibitors/adverse effects , Drug Labeling , Exenatide , Female , Humans , Incidence , Male , Middle Aged , Peptides/administration & dosage , Peptides/adverse effects , Proportional Hazards Models , Pyrazines/administration & dosage , Pyrazines/adverse effects , Retrospective Studies , Risk Assessment , Sitagliptin Phosphate , Triazoles/administration & dosage , Triazoles/adverse effects , Venoms/administration & dosage , Venoms/adverse effects , Young Adult
15.
Diabetologia ; 54(12): 3047-54, 2011 Dec.
Article in English | MEDLINE | ID: mdl-21959959

ABSTRACT

AIMS: Associations of proinsulin-to-insulin ratios with incident type 2 diabetes have been inconsistent. The use of C-peptide as the denominator in the ratio may allow for better prediction because C-peptide concentration is not affected by hepatic insulin clearance. The objective of this paper was to compare fasting intact and split proinsulin-to-insulin ratios (PI/I, SPI/I) with intact and split proinsulin-to-C-peptide ratios (PI/C-pep, SPI/C-pep) in the prediction of type 2 diabetes. METHODS: Prospective data on 818 multi-ethnic adults without diabetes at baseline from the Insulin Resistance Atherosclerosis Study (IRAS) were used. Insulin sensitivity (S(I)) and acute insulin response (AIR) were determined from frequently sampled intravenous glucose tolerance tests, and fasting intact and split proinsulin were measured using specific two-site monoclonal antibody-based immunoradiometric assays. Associations of proinsulin ratios with type 2 diabetes were determined using logistic regression and differences in prediction were assessed by comparing areas under the receiver operating characteristic curve (AROCs). RESULTS: In logistic regression analyses, PI/C-pep and SPI/C-pep were more strongly associated with incident type 2 diabetes (n = 128) than PI/I and SPI/I, and were significantly better predictors of diabetes in AROC analyses (PI/C-pep = 0.662 vs PI/I = 0.603, p = 0.02; SPI/C-pep = 0.690 vs SPI/I = 0.631, p = 0.01). Both PI/C-pep and SPI/C-pep were associated with type 2 diabetes after adjustment for age, sex, ethnicity, waist circumference, impaired glucose tolerance, lipids and S(I). Both PI/C-pep and SPI/C-pep were significantly associated with incident type 2 diabetes in models that included AIR. CONCLUSIONS: Proinsulin-to-C-peptide ratios were stronger predictors of diabetes in comparison with proinsulin-to-insulin ratios. These findings support the use of C-peptide as the denominator for proinsulin ratios, to more accurately reflect the degree of disproportional hyperproinsulinaemia.


Subject(s)
Atherosclerosis/blood , C-Peptide/blood , Insulin Resistance , Insulin/blood , Prediabetic State/blood , Proinsulin/blood , Fasting , Female , Humans , Male , Middle Aged , Predictive Value of Tests , Prospective Studies , ROC Curve , Waist Circumference
16.
Diabetologia ; 54(2): 320-8, 2011 Feb.
Article in English | MEDLINE | ID: mdl-21046357

ABSTRACT

AIMS/HYPOTHESIS: Although protective relationships between coffee consumption and type 2 diabetes mellitus have consistently been observed, few studies have examined the relationships between coffee consumption and underlying pathophysiological defects that characterise diabetes aetiology. The aim of this study was to explore the associations between caffeinated and decaffeinated coffee consumption and measures of insulin sensitivity and secretion. METHODS: The study population included 954 multi-ethnic non-diabetic adults from the Insulin Resistance Atherosclerosis Study (IRAS). Multiple regression analyses were performed to examine the cross-sectional relationships between caffeinated and decaffeinated coffee intake and insulin sensitivity and acute insulin response, measured by a frequently sampled intravenous glucose tolerance test, 2 h postload glucose measured by OGTT, fasting insulin, and proinsulin to C-peptide ratios. RESULTS: Caffeinated coffee intake was positively associated with insulin sensitivity (ß = 0.054; SE = 0.026; p = 0.04) and inversely related to 2 h postload glucose (ß = -0.37; SE = 0.10; p = 0.0003) in fully adjusted models. Caffeinated coffee intake was not associated with acute insulin response or proinsulin ratios. Decaffeinated coffee intake was inversely related to 2 h postload glucose (ß = -0.47; SE = 0.18; p = 0.0096) and positively related to acute insulin response (ß = 0.191; SE = 0.077; p = 0.0132). Decaffeinated coffee intake was inversely related to the ratios of both intact and split proinsulin to C-peptide (ß = -0.150; SE = 0.061; p = 0.0148; ß = -0.254; SE = 0.068; p = 0.0002, respectively). CONCLUSIONS/INTERPRETATION: In this cross-sectional study, caffeinated coffee was positively related to insulin sensitivity and decaffeinated coffee was favourably related to measures of beta cell function. These results provide pathophysiological insight as to how coffee could impact the risk of type 2 diabetes mellitus.


Subject(s)
Caffeine , Coffee , Insulin-Secreting Cells/metabolism , Adult , Aged , Blood Glucose/physiology , Cross-Sectional Studies , Female , Humans , Insulin Resistance/physiology , Male , Middle Aged , Prospective Studies , Regression Analysis , Surveys and Questionnaires
17.
Int J Obes (Lond) ; 35(9): 1173-82, 2011 Sep.
Article in English | MEDLINE | ID: mdl-21102551

ABSTRACT

OBJECTIVE: Previous studies have replicated the association of variants within FTO (fat mass- and obesity-associated) intron 1 with obesity and adiposity quantitative traits in populations of European ancestry. Non-European populations, however, have not been so intensively studied. The goal of this investigation was to examine the association of FTO single-nucleotide polymorphisms (SNPs), prominent in the literature in a multiethnic sample of non-Hispanic White American (n=458), Hispanic American (n=373) and African American (n=288) subjects from the Insulin Resistance Atherosclerosis Study (IRAS). This cohort provides the unique ability to evaluate how variation within FTO influences measures of adiposity and glucose homeostasis in three different ethnicities, which were ascertained and examined using a common protocol. DESIGN: A total of 26 FTO SNPs were genotyped, including those consistently associated in the literature (rs9939609, rs8050136, rs1121980, rs1421085, rs17817449 and rs3751812), and tested for association with adiposity and glucose homeostasis traits. RESULTS: For the adiposity phenotypes, these and other SNPs were associated with body mass index (BMI) in both non-Hispanic Whites (P-values ranging from 0.015 to 0.048) and Hispanic Americans (P-values ranging from 7.1 × 10(-6) to 0.027). In Hispanic Americans, four other SNPs (rs8047395, rs10852521, rs8057044 and rs8044769) still showed evidence of association after multiple comparisons adjustment (P-values ranging from 5.0 × 10(-5) to 5.2 × 10(-4)). The historically associated BMI SNPs were not associated in the African Americans, but rs1108102 was associated with BMI (P-value of 5.4 × 10(-4)) after accounting for multiple comparisons. For glucose homeostasis traits, associations were seen with acute insulin response in non-Hispanic Whites and African Americans. However, all associations with glucose homeostasis measures were no longer significant after adjusting for multiple comparisons. CONCLUSION: These results replicate the association of FTO intron 1 variants with BMI in non-Hispanic Whites and Hispanic Americans but show little evidence of association in African Americans, suggesting that the effect of FTO variants on adiposity phenotypes shows genetic heterogeneity dependent on ethnicity.


Subject(s)
Adiposity/genetics , Atherosclerosis/genetics , Blood Glucose/metabolism , Insulin Resistance/genetics , Obesity/genetics , Adiposity/ethnology , Adult , Black or African American/genetics , Aged , Atherosclerosis/ethnology , Body Mass Index , Female , Genetic Predisposition to Disease , Genotype , Hispanic or Latino/ethnology , Hispanic or Latino/genetics , Homeostasis , Humans , Insulin Resistance/ethnology , Male , Middle Aged , Obesity/blood , Obesity/ethnology , Polymorphism, Single Nucleotide , White People/genetics
18.
Diabetes Obes Metab ; 12(8): 716-21, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20590749

ABSTRACT

AIM: The objectives of the study were to determine whether thiazolidinedione (TZD) use is associated with an increased risk of fracture in men and women with type 2 diabetes mellitus and to compare the effects of pioglitazone and rosiglitazone. MATERIALS AND METHODS: A research database of integrated pharmacy and medical claims was analysed using Cox models adjusted for age, gender, chronic obstructive pulmonary disease, asthma, osteoporosis, stroke, prior fracture and chronic disease score. Patients were followed for 540 days. RESULTS: There was a 39% higher [adjusted hazard ratio (HR), 1.39; 95% confidence interval (CI), 1.32-1.46] incidence of fractures in men and women exposed to a TZD (n = 69047; age = 56 +/- 5 years; 59% men; 48% rosiglitazone) compared with that in control patients (n = 75352; age = 56 +/- 5 years; 51% men). Men treated with a TZD had a higher likelihood of fracture than control patients (adjusted HR rosiglitazone, 1.47; 95% CI, 1.38-1.56; adjusted HR pioglitazone, 1.43; 95% CI, 1.34-1.52). The HRs associated with pioglitazone (adjusted HR, 1.43; 95% CI, 1.34-1.52) and rosiglitazone (adjusted HR, 1.47; 95% CI, 1.38-1.56) were almost identical. TZD use was associated with a higher fracture risk in women aged above and below 50 years and in men aged above 50 years. CONCLUSIONS: Our findings add support to the growing literature that TZD treatment is associated with an increased risk of fractures in both men and women, that effects of rosiglitazone and pioglitazone are similar and that fracture risk is increased even in younger women.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Fractures, Bone/chemically induced , Hypoglycemic Agents/adverse effects , Thiazolidinediones/adverse effects , Adult , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/physiopathology , Female , Fractures, Bone/physiopathology , Humans , Incidence , Male , Middle Aged , Pioglitazone , Risk Factors , Rosiglitazone , Treatment Outcome
19.
Diabetologia ; 53(2): 281-9, 2010 Feb.
Article in English | MEDLINE | ID: mdl-19902172

ABSTRACT

AIMS/HYPOTHESIS: The majority of type 2 diabetes genome-wide association studies (GWAS) to date have been performed in European-derived populations and have identified few variants that mediate their effect through insulin resistance. The aim of this study was to evaluate two quantitative, directly assessed measures of insulin resistance, namely insulin sensitivity index (S(I)) and insulin disposition index (DI), in Hispanic-American participants using an agnostic, high-density single nucleotide polymorphism (SNP) scan, and to validate these findings in additional samples. METHODS: A two-stage GWAS was performed in Hispanic-American samples from the Insulin Resistance Atherosclerosis Family Study. In Stage 1, 317,000 SNPs were assessed using 229 DNA samples. SNPs with evidence of association with glucose homeostasis and adiposity traits were then genotyped on the entire set of Hispanic-American samples (n = 1,190). This report focuses on the glucose homeostasis traits: S(I) and DI. RESULTS: Although evidence of association did not reach genome-wide significance (p = 5 x 10(-7)), in the combined analysis SNPs had admixture-adjusted p values of p (ADD) = 0.00010-0.0020 with 8 to 41% differences in genotypic means for S(I) and DI. CONCLUSIONS/INTERPRETATION: Several candidate loci were identified that are nominally associated with S(I) and/or DI in Hispanic-American participants. Replication of these findings in independent cohorts and additional focused analysis of these loci is warranted.


Subject(s)
Atherosclerosis/genetics , Genome-Wide Association Study , Hispanic or Latino/genetics , Insulin Resistance/genetics , Polymorphism, Single Nucleotide , Adult , Chromosome Mapping/methods , DNA/genetics , Diabetes Mellitus, Type 2/genetics , Family , Fasting , Female , Genotype , Glucose/metabolism , Humans , Insulin/blood , Male , Middle Aged , Minority Groups/statistics & numerical data , Reproducibility of Results , United States , White People/genetics
20.
Diabet Med ; 26(12): 1204-11, 2009 Dec.
Article in English | MEDLINE | ID: mdl-20002471

ABSTRACT

AIMS: Non-alcoholic fatty liver disease (NAFLD) is associated with features of the metabolic syndrome (MetS) and may be an expression of the syndrome within the liver. Using screening data from the Nateglinide And Valsartan in Impaired Glucose Tolerance Outcomes Research (NAVIGATOR) study (n = 42 149), we examined whether alanine aminotransferase (ALT), a biomarker for NAFLD, clustered with features of MetS and whether the clusters differed across global geographic regions. METHODS: Exploratory factor analysis using principle components analysis was applied to data drawn from the NAVIGATOR screening population (n = 41 111). Demographic data, anthropomorphic measurements and blood pressure (BP) collected during the screening visit, as well as blood samples analysed for ALT, total cholesterol, triglycerides, high-density lipoprotein, low-density lipoprotein, and fasting and 2-h glucose measures after an oral glucose tolerance test were used for our analysis. RESULTS: Two factors, interpreted as lipid (Factor 1), and BP/obesity (Factor 2) were identified, explaining approximately 50% of the variance in the overall population. Similar patterns of aggregation were reproducible across all geographic regions except Asia, where fasting glucose loaded more consistently on Factor 1. ALT loaded with mean arterial pressure, fasting glucose and waist circumference except in Asia, where it loaded only with mean arterial pressure and waist circumference. CONCLUSIONS: ALT aggregated with components of MetS, and the pattern of aggregation of ALT with other features of MetS was similar across regions except Asia, possibly indicating a different pathophysiology for NAFLD in Asia. Predictive models of NAFLD may need to be adjusted for regional and ethnic differences.


Subject(s)
Alanine Transaminase/blood , Metabolic Syndrome/blood , Metabolic Syndrome/physiopathology , Aged , Biomarkers , Blood Pressure , Cholesterol/blood , Factor Analysis, Statistical , Fatty Liver/complications , Fatty Liver/metabolism , Female , Global Health , Glucose Intolerance/complications , Glucose Tolerance Test , Humans , Lipoproteins/blood , Male , Middle Aged , Obesity/physiopathology , Predictive Value of Tests , Triglycerides/blood
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