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1.
J Am Coll Cardiol ; 84(3): 233-243, 2024 Jul 16.
Article in English | MEDLINE | ID: mdl-38986667

ABSTRACT

BACKGROUND: Diabetic cardiomyopathy (DbCM) increases risk of overt heart failure in individuals with diabetes mellitus. Racial and ethnic differences in DbCM remain unexplored. OBJECTIVES: The authors sought to identify racial and ethnic differences among individuals with type 2 diabetes mellitus, structural heart disease, and impaired exercise capacity. METHODS: The ARISE-HF (Aldolase Reductase Inhibitor for Stabilization of Exercise Capacity in Heart Failure) trial is assessing the efficacy of an aldose reductase inhibitor for exercise capacity preservation in 691 persons with DbCM. Baseline characteristics, echocardiographic parameters, and functional capacity were analyzed and stratified by race and ethnicity. RESULTS: The mean age of the study participants was 67.4 years; 50% were women. Black and Hispanic patients had lower use of diabetes mellitus treatments. Black patients had poorer baseline ventricular function and more impaired global longitudinal strain. Overall, health status was preserved, based on Kansas City Cardiomyopathy Questionnaire scores, but reduced exercise capacity was present as evidenced by reduced Physical Activity Scale for the Elderly (PASE) scores. When stratified by race and ethnicity and compared with the entire cohort, Black patients had poorer health status, more reduced physical activity, and a greater impairment in exercise capacity during cardiopulmonary exercise testing, whereas Hispanic patients also displayed compromised cardiopulmonary exercise testing functional capacity. White patients demonstrated higher physical activity and functional capacity. CONCLUSIONS: Racial and ethnic differences exist in baseline characteristics of persons affected by DbCM, with Black and Hispanic study participants demonstrating higher risk features. These insights inform the need to address differences in the population with DbCM. (Safety and Efficacy of AT-001 in Patients With Diabetic Cardiomyopathy [ARISE-HF]; NCT04083339).


Subject(s)
Diabetes Mellitus, Type 2 , Diabetic Cardiomyopathies , Humans , Female , Male , Diabetic Cardiomyopathies/ethnology , Diabetic Cardiomyopathies/epidemiology , Aged , Middle Aged , Diabetes Mellitus, Type 2/ethnology , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/drug therapy , Exercise Tolerance/physiology , Hispanic or Latino/statistics & numerical data , Black or African American , Echocardiography , Exercise Test , Heart Failure/ethnology , Heart Failure/physiopathology , Heart Failure/drug therapy
4.
Cardiovasc Diabetol ; 18(1): 133, 2019 10 11.
Article in English | MEDLINE | ID: mdl-31604432

ABSTRACT

BACKGROUND: The pathogenesis and cardiovascular impact of type 2 diabetes (T2D) may be different in South Asians compared with other ethnic groups. The phenotypic characterization of diabetic cardiomyopathy remains debated and little is known regarding differences in T2D-related cardiovascular remodeling across ethnicities. We aimed to characterize the differences in left ventricular (LV) diastolic and systolic function, LV structure, myocardial tissue characteristics and aortic stiffness between T2D patients and controls and to assess the differences in T2D-related cardiovascular remodeling between South Asians and Europeans. METHODS: T2D patients and controls of South Asian and European descent underwent 3 Tesla cardiovascular magnetic resonance imaging (CMR) and cardiac proton-magnetic resonance spectroscopy (1H-MRS). Differences in cardiovascular parameters between T2D patients and controls were examined using ANCOVA and were reported as mean (95% CI). Ethnic group comparisons in the association of T2D with cardiovascular remodeling were made by adding the interaction term between ethnicity and diabetes status to the model. RESULTS: A total of 131 individuals were included (54 South Asians [50.1 ± 8.7 years, 33% men, 33 patients vs. 21 controls) and 77 Europeans (58.8 ± 7.0 years, 56% men, 48 patients vs. 29 controls)]. The ratio of the transmitral early and late peak filling rate (E/A) was lower in T2D patients compared with controls, in South Asians [- 0.20 (- 0.36; - 0.03), P = 0.021] and Europeans [- 0.20 (- 0.36; - 0.04), P = 0.017], whereas global longitudinal strain and aortic pulse wave velocity were similar. South Asian T2D patients had a higher LV mass [+ 22 g (15; 30), P < 0.001] (P for interaction by ethnicity = 0.005) with a lower extracellular volume fraction [- 1.9% (- 3.4; - 0.4), P = 0.013] (P for interaction = 0.114), whilst European T2D patients had a higher myocardial triglyceride content [+ 0.59% (0.35; 0.84), P = 0.001] (P for interaction = 0.002) than their control group. CONCLUSIONS: Diabetic cardiomyopathy was characterized by impaired LV diastolic function in South Asians and Europeans. Increased LV mass was solely observed among South Asian T2D patients, whereas differences in myocardial triglyceride content between T2D patients and controls were only present in the European cohort. The diabetic cardiomyopathy phenotype may differ between subsets of T2D patients, for example across ethnicities, and tailored strategies for T2D management may be required.


Subject(s)
Asian People , Diabetes Mellitus, Type 2/ethnology , Diabetic Cardiomyopathies/ethnology , Ventricular Dysfunction, Left/ethnology , White People , Adult , Aged , Case-Control Studies , Cross-Sectional Studies , Diabetes Mellitus, Type 2/diagnosis , Diabetic Cardiomyopathies/diagnostic imaging , Diabetic Cardiomyopathies/physiopathology , Female , Humans , Male , Middle Aged , Myocardium/metabolism , Myocardium/pathology , Netherlands/epidemiology , Prospective Studies , Triglycerides/metabolism , Vascular Remodeling , Vascular Stiffness , Ventricular Dysfunction, Left/diagnostic imaging , Ventricular Dysfunction, Left/physiopathology , Ventricular Function, Left , Ventricular Remodeling
5.
Circ Cardiovasc Imaging ; 11(5): e007047, 2018 05.
Article in English | MEDLINE | ID: mdl-29752393

ABSTRACT

BACKGROUND: Diabetes mellitus and pre-diabetes mellitus are associated with lower body mass indices and increased risk of cardiovascular events (including heart failure) at lower glucose thresholds in Chinese compared with Western cohorts. However, the extent of cardiac remodeling and regulation on cardiac mechanics in lean and nonlean dysglycemic Chinese adults is understudied. METHODS AND RESULTS: We studied 3950 asymptomatic Chinese (aged 49.7±10.7 years; 65% male; body mass index: 24.3±3.5 kg/m2) with comprehensive echocardiography including speckle tracking for left ventricular global longitudinal strain/torsion, with plasma sugar, glycosylated hemoglobin (HbA1c), and insulin resistance (homeostasis model assessment of insulin resistance) obtained. Participants were classified as (1) nondiabetic (fasting glucose <100 mg/mL; HbA1c <5.7%; n=1416), prediabetic (fasting glucose 100-126 mg/dL; HbA1c 5.7%-6.4%; n=2029), or diabetic (n=505) and (2) lean (body mass index <23 kg/m2; n=1445) or nonlean (n=2505). Higher sugar, HbA1c, and homeostasis model assessment of insulin resistance were independently associated with higher left ventricular mass, greater mass-to-volume ratio, more impaired diastolic indices, and worse global longitudinal strain even after adjusting for clinical covariates (adjusted coefficient value: 0.28/0.12 for global longitudinal strain per 1 U HbA1c/homeostasis model assessment of insulin resistance increment; both P<0.001), with a consistent trend toward greater torsion (all trend P<0.001). The optimal cutoffs in identifying subclinical systolic dysfunction (global longitudinal strain more impaired than -18%) for lean versus nonlean individuals were 97 versus 106 mg/dL for fasting sugar, 130 versus 135 mg/mL for postprandial sugar, 5.62% versus 6.28% for HbA1c, and 1.81 versus 2.40 for homeostasis model assessment of insulin resistance, respectively. CONCLUSIONS: These data demonstrate the presence of preclinical cardiac remodeling and systolic dysfunction in prediabetic and diabetic Chinese adults, occurring at lower thresholds of glycemic indices than defined by international standards, particularly in lean individuals.


Subject(s)
Blood Glucose/metabolism , Body Composition , Diabetes Mellitus/blood , Diabetic Cardiomyopathies/physiopathology , Overweight/physiopathology , Ventricular Dysfunction, Left/physiopathology , Ventricular Function, Left , Ventricular Remodeling , Adult , Aged , Asian People , Biomarkers/blood , Biomechanical Phenomena , Body Mass Index , China/epidemiology , Cross-Sectional Studies , Diabetes Mellitus/diagnosis , Diabetes Mellitus/ethnology , Diabetic Cardiomyopathies/diagnostic imaging , Diabetic Cardiomyopathies/ethnology , Echocardiography, Doppler , Female , Glycated Hemoglobin/metabolism , Humans , Insulin Resistance , Male , Middle Aged , Overweight/diagnosis , Overweight/ethnology , Prediabetic State/blood , Prediabetic State/diagnosis , Prediabetic State/ethnology , Risk Factors , Systole , Torsion, Mechanical , Ventricular Dysfunction, Left/diagnostic imaging , Ventricular Dysfunction, Left/ethnology
6.
Diabetes Obes Metab ; 20(2): 344-351, 2018 02.
Article in English | MEDLINE | ID: mdl-28771923

ABSTRACT

AIMS: To compare the sodium-glucose-cotransporter-2 (SGLT-2) inhibitor dapagliflozin with dipeptidyl peptidase-4 (DPP-4) inhibitors with regard to risk associations with major adverse cardiovascular (CV) events (MACE; non-fatal myocardial infarction, non-fatal stroke or cardiovascular mortality), hospitalization for heart failure (HHF), atrial fibrillation and severe hypoglycaemia in patients with type 2 diabetes (T2D) in a real-world setting. METHODS: All patients with T2D prescribed glucose-lowering drugs (GLDs) during 2012 to 2015 were identified in nationwide registries in Denmark, Norway and Sweden. Patients were divided into two groups: new users of dapagliflozin and new users of DPP-4 inhibitors, matched 1:3 by propensity score, calculated by patient characteristics, comorbidities and drug treatment. Cox survival models were used to estimate hazard ratio (HR) per country separately, and a weighted average was calculated. RESULTS: After matching, a total of 40 908 patients with T2D were identified as new users of dapagliflozin (n = 10 227) or a DPP-4 inhibitor (n = 30 681). The groups were well balanced at baseline; their mean age was 61 years and 23% had CV disease. The mean follow-up time was 0.95 years, with a total of 38 760 patient-years. Dapagliflozin was associated with a lower risk of MACE, HHF and all-cause mortality compared with DPP-4 inhibitors: HRs 0.79 (95% confidence interval [CI] 0.67-0.94), 0.62 (95% CI 0.50-0.77), and 0.59 (95% CI 0.49-0.72), respectively. Numerically lower, but non-significant HRs were observed for myocardial infarction (0.91 [95% CI 0.72-1.16]), stroke (0.79 [95% CI 0.61-1.03]) and CV mortality (0.76 [95% CI 0.53-1.08]) Neutral associations with atrial fibrillation and severe hypoglycaemia were observed. CONCLUSIONS: Dapagliflozin was associated with lower risks of CV events and all-cause mortality compared with DPP-4 inhibitors in a real-world clinical setting and a broad T2D population.


Subject(s)
Benzhydryl Compounds/therapeutic use , Cardiovascular Diseases/prevention & control , Diabetes Mellitus, Type 2/drug therapy , Diabetic Angiopathies/prevention & control , Diabetic Cardiomyopathies/prevention & control , Glucosides/therapeutic use , Membrane Transport Modulators/therapeutic use , Aged , Benzhydryl Compounds/adverse effects , Cardiovascular Diseases/complications , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/ethnology , Denmark/epidemiology , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/ethnology , Diabetes Mellitus, Type 2/metabolism , Diabetic Angiopathies/epidemiology , Diabetic Angiopathies/ethnology , Diabetic Cardiomyopathies/epidemiology , Diabetic Cardiomyopathies/ethnology , Dipeptidyl-Peptidase IV Inhibitors/adverse effects , Dipeptidyl-Peptidase IV Inhibitors/therapeutic use , Female , Follow-Up Studies , Glucosides/adverse effects , Humans , Hyperglycemia/prevention & control , Hypoglycemia/chemically induced , Hypoglycemia/prevention & control , Incidence , Kaplan-Meier Estimate , Male , Membrane Transport Modulators/adverse effects , Middle Aged , Norway/epidemiology , Proportional Hazards Models , Risk , Sodium-Glucose Transporter 2/metabolism , Sweden/epidemiology
7.
Diabetes Obes Metab ; 20(2): 309-318, 2018 02.
Article in English | MEDLINE | ID: mdl-28722290

ABSTRACT

AIMS: Evidence-based cardiovascular diseases (CVD) risk prediction models and tools specific for Chinese patients with type 2 diabetes mellitus (T2DM) are currently unavailable. This study aimed to develop and validate a CVD risk prediction model for Chinese T2DM patients. METHODS: A retrospective cohort study was conducted with 137 935 Chinese patients aged 18 to 79 years with T2DM and without prior history of CVD, who had received public primary care services between January 1, 2010 and December 31, 2010. Using the derivation cohort over a median follow-up of 5 years, the interaction effect between predictors and age were derived using Cox proportional hazards regression with a forward stepwise approach. Harrell's C statistic and calibration plot were used on the validation cohort to assess the discrimination and calibration of the models. The web calculator and chart were developed based on the developed models. RESULTS: For both genders, predictors for higher risk of CVD were older age, smoking, longer diabetes duration, usage of anti-hypertensive drug and insulin, higher body mass index, haemoglobin A1c (HbA1c), systolic and diastolic blood pressure, a total cholesterol to high-density lipoprotein-cholesterol (TC/HDL-C) ratio and urine albumin to creatinine ratio, and lower estimated glomerular filtration rate. Interaction factors with age demonstrated a greater weighting of TC/HDL-C ratio in both younger females and males, and smoking status and HbA1c in younger males. CONCLUSION: The developed models, translated into a web calculator and color-coded chart, served as evidence-based visual aids that facilitate clinicians to estimate quickly the 5-year CVD risk for Chinese T2DM patients and to guide intervention.


Subject(s)
Cardiovascular Diseases/complications , Diabetes Mellitus, Type 2/complications , Diabetic Angiopathies/epidemiology , Diabetic Cardiomyopathies/epidemiology , Models, Cardiovascular , Adolescent , Adult , Age Factors , Aged , Aged, 80 and over , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/ethnology , Cardiovascular Diseases/etiology , China/epidemiology , Cohort Studies , Diabetes Mellitus, Type 2/ethnology , Diabetic Angiopathies/ethnology , Diabetic Angiopathies/etiology , Diabetic Cardiomyopathies/ethnology , Diabetic Cardiomyopathies/etiology , Female , Follow-Up Studies , Humans , Incidence , Male , Middle Aged , Proportional Hazards Models , Retrospective Studies , Risk , Sex Factors , Smoking/adverse effects , Young Adult
8.
J Diabetes Complications ; 31(12): 1641-1647, 2017 Dec.
Article in English | MEDLINE | ID: mdl-28993003

ABSTRACT

AIMS: This cross-sectional study aimed to investigate triglyceride level among Chinese elderly population with different diabetic progressions and related factors of triglyceride. METHODS: Study participants (≥65years) were recruited from a nationwide cross-sectional surveillance and were divided into four subgroups according to diabetic progression. Their information was obtained via questionnaire and physical examination. Their lipids in fasting serum samples were analyzed. RESULTS: The serum triglyceride levels (mmol/L, mean±SD) were 1.3±0.8 (subgroup of no prediabetes and no DM), 1.5±1.0 (subgroup of prediabetes), 1.6±1.1 (subgroup of newly diagnosed DM) and 1.7±1.1 (subgroup of previously diagnosed DM), respectively. Only one female participant had a higher triglyceride than upper limit for prevention of acute pancreatitis (11.0mmol/L). However, 23.1% of participants and 34.8% of DM participants had higher triglyceride than upper limit for prevention of cardiovascular diseases (1.7mmol/L). Triglyceride level was positively correlated with diabetic progression (rs=0.17, p<0.01). Age, gender, waist-to-height ratio (rather than BMI), systolic pressure, serum total cholesterol and HDL-C levels were statistically correlated with triglyceride level for total participants (R2=0.39, p<0.01). CONCLUSIONS: Aggravation of serum triglyceride level was related to diabetic progression in Chinese elderly population. Triglyceride control was unsatisfactory in Chinese elderly population, especially in elderly population with DM.


Subject(s)
Aging , Diabetes Mellitus, Type 2/complications , Hypertriglyceridemia/complications , Prediabetic State/complications , Triglycerides/blood , Aged , Aged, 80 and over , Aging/ethnology , Cardiovascular Diseases/complications , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/ethnology , China/epidemiology , Cross-Sectional Studies , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/ethnology , Diabetes Mellitus, Type 2/physiopathology , Diabetic Angiopathies/epidemiology , Diabetic Angiopathies/ethnology , Diabetic Cardiomyopathies/epidemiology , Diabetic Cardiomyopathies/ethnology , Disease Progression , Epidemiological Monitoring , Female , Health Surveys , Humans , Hypertriglyceridemia/ethnology , Male , Prediabetic State/blood , Prediabetic State/ethnology , Prediabetic State/physiopathology , Prevalence , Risk Factors , Sex Factors
9.
Diabet Med ; 34(7): 946-957, 2017 07.
Article in English | MEDLINE | ID: mdl-28375555

ABSTRACT

AIM: To assess the relationships of diabetes and albuminuria with all-cause mortality and cardiovascular disease outcomes in a population without prior cardiovascular disease using data from the Darwin Region Urban Indigenous Diabetes (DRUID) study. METHODS: We conducted a prospective cohort study of 706 participants (aged 15-81 years, 68% women) without prior cardiovascular disease who underwent a 75-g oral glucose tolerance test. Deaths and fatal or non-fatal cardiovascular disease were determined over 7 years, and hazard ratios with 95% CIs and population attributable risks were estimated for baseline glycaemia and albuminuria. RESULTS: Compared with normoglycaemia and after adjustment for age, sex, hypertension, dyslipidaemia and smoking, known diabetes was associated with an adjusted hazard ratio of 4.8 (95% CI 1.5-14.7) for all-cause mortality and 5.6 (95% CI 2.1-15.2) for cardiovascular disease. Compared with normoalbuminuria, the respective adjusted risks for macroalbuminuria were 10.9 (95% CI 3.7-32.1) and 3.9 (95% CI 1.4-10.8). The Adjusted all-cause mortality and cardiovascular disease estimated population attributable risks for diabetes were 27% and 32%, and for albuminuria they were 32% and 21%, respectively. CONCLUSIONS: In our study population, the burden of mortality and cardiovascular disease was largely driven by diabetes and albuminuria. This finding on the influence of diabetes and albuminuria is consistent with reports in other high-risk Indigenous populations and should be better reflected in risk scores and intervention programmes.


Subject(s)
Cardiovascular Diseases/complications , Diabetic Angiopathies/complications , Diabetic Cardiomyopathies/complications , Diabetic Nephropathies/complications , Renal Insufficiency, Chronic/complications , Urban Health , Adolescent , Adult , Aged , Albuminuria/ethnology , Albuminuria/etiology , Australia/epidemiology , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/ethnology , Cardiovascular Diseases/mortality , Cohort Studies , Diabetic Angiopathies/epidemiology , Diabetic Angiopathies/ethnology , Diabetic Angiopathies/mortality , Diabetic Cardiomyopathies/epidemiology , Diabetic Cardiomyopathies/ethnology , Diabetic Cardiomyopathies/mortality , Diabetic Nephropathies/ethnology , Diabetic Nephropathies/mortality , Diabetic Nephropathies/physiopathology , Female , Follow-Up Studies , Health Surveys , Humans , Incidence , Male , Mortality , Native Hawaiian or Other Pacific Islander , Prevalence , Proportional Hazards Models , Prospective Studies , Renal Insufficiency, Chronic/ethnology , Renal Insufficiency, Chronic/mortality , Renal Insufficiency, Chronic/physiopathology , Risk Factors , Urban Health/ethnology
10.
J Diabetes Complications ; 31(5): 836-842, 2017 May.
Article in English | MEDLINE | ID: mdl-28242270

ABSTRACT

AIMS: We hypothesized that Hispanic/Latino youth at high risk for diabetes would have elevated biomarkers of endothelial dysfunction. METHODS: Among 1316 children 8-16years old from the Study of Latino Youth (SOL Youth), we used Poisson regression to obtain prevalence ratios (PRs) and 95% CIs for the cross-sectional association of quartiles of fasting glucose, HbA1c, and insulin resistance with E-selectin and plasminogen activator inhibitor-1 (PAI-1) levels above the median (≥48.1 and ≥2.02ng/mL, respectively). RESULTS: Levels of E-selectin and PAI-1 were higher in children who were obese or had higher levels of hs-CRP (p<0.05). Insulin resistance was independently associated with higher levels of PAI-1 (adjusted PR and 95% CI for the highest versus lowest quartile (Q4 vs Q1): 2.25 [1.64, 3.09]). We found stronger evidence of associations of insulin resistance with higher levels of PAI-1 among boys as compared with girls (p-interaction = 0.10). CONCLUSIONS: Insulin resistance was associated with endothelial dysfunction, as measured by higher levels of PAI-1, in Hispanic/Latino youth. These biomarkers may be useful in risk stratification and prediction of diabetes and cardiovascular disease in high-risk youth.


Subject(s)
Endothelium, Vascular/physiopathology , Hyperglycemia/complications , Insulin Resistance , Prediabetic State/complications , Vascular Diseases/complications , Adolescent , Biomarkers/blood , Cardiovascular Diseases/complications , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/ethnology , Child , Cohort Studies , Cross-Sectional Studies , Diabetic Angiopathies/complications , Diabetic Angiopathies/epidemiology , Diabetic Angiopathies/ethnology , Diabetic Cardiomyopathies/complications , Diabetic Cardiomyopathies/epidemiology , Diabetic Cardiomyopathies/ethnology , Female , Health Surveys , Hispanic or Latino , Humans , Hyperglycemia/epidemiology , Hyperglycemia/metabolism , Hyperglycemia/physiopathology , Male , Poisson Distribution , Prediabetic State/ethnology , Prevalence , Risk , United States/epidemiology , Vascular Diseases/epidemiology , Vascular Diseases/metabolism , Vascular Diseases/physiopathology
11.
Afr Health Sci ; 17(4): 1092-1100, 2017 Dec.
Article in English | MEDLINE | ID: mdl-29937880

ABSTRACT

BACKGROUND: Prolonged corrected QT (QTc) has been identified as a risk factor for malignant arrhythmias and sudden cardiac death. Caucasian studies have shown a definite relationship between QTc prolongation and Cardiac Autonomic Neuropathy (CAN) in diabetic subjects. OBJECTIVE: To determine the prevalence of prolonged QTc in Black diabetic individuals with CAN and to ascertain how prolonged QTc correlated with the severity of CAN among these patients. METHODS: A total of 176 adult diabetic subjects were studied, 87 males and 89 females. There was a control group of non-diabetic individuals. Cardiac autonomic function was assessed using five cardiovascular autonomic function tests. CAN was diagnosed if 2 or more of these tests were abnormal. Severity of CAN was determined according to the number of abnormal tests. QTc > 0.440 was regarded as prolonged. RESULTS: Fifty-one out of the 176 diabetic subjects (29%) had CAN. The prevalence of prolonged QTc in diabetic subjects with CAN was 12%. QTc was prolonged in 1.6% and 0.6% of diabetic individuals without CAN and controls respectively. Although QTc correlated strongly with cardiac autonomic function neuropathy, there was no definite relationship between QTc prolongation and severity of CAN. CONCLUSION: This study in a Black population is in agreement with the well-known relationship between QTc prolongation and CAN reported in Caucasian studies. In view of the wide variability of QTc in this study population, it is suggested that relative QTc increase may be a better indicator of CAN than a definite QTc prolongation of greater than 0.440.


Subject(s)
Autonomic Nervous System Diseases/diagnosis , Diabetes Complications/ethnology , Diabetic Cardiomyopathies/ethnology , Diabetic Neuropathies/physiopathology , Heart Rate/physiology , Heart/physiopathology , Long QT Syndrome/physiopathology , Adult , Black People , Blood Pressure , Diabetes Complications/diagnosis , Diabetic Cardiomyopathies/diagnosis , Electrocardiography , Female , Humans , Long QT Syndrome/blood , Male , Middle Aged
12.
Diabet Med ; 34(1): 64-68, 2017 01.
Article in English | MEDLINE | ID: mdl-26926478

ABSTRACT

AIMS: Our aim was to investigate the proportional representation of people of South Asian origin in cardiovascular outcome trials of glucose-lowering drugs or strategies in Type 2 diabetes, noting that these are among the most significant pieces of evidence used to formulate the guidelines on which clinical practice is largely based. METHODS: We searched for cardiovascular outcome trials in Type 2 diabetes published before January 2015, and extracted data on the ethnicity of participants. These were compared against expected values for proportional representation of South Asian individuals, based on population data from the USA, from the UK, and globally. RESULTS: Twelve studies met our inclusion criteria and, of these, eight presented a sufficiently detailed breakdown of participant ethnicity to permit numerical analysis. In general, people of South Asian origin were found to be under-represented in trials compared with UK and global expectations and over-represented compared with US expectations. Among the eight trials for which South Asian representation could be reliably estimated, seven under-represented this group relative to the 11.2% of the UK diabetes population estimated to be South Asian, with the representation in these trials ranging from 0.0% to 10.0%. CONCLUSIONS: Clinicians should exercise caution when generalizing the results of trials to their own practice, with regard to the ethnicity of individuals. Efforts should be made to improve reporting of ethnicity and improve diversity in trial recruitment, although we acknowledge that there are challenges that must be overcome to make this a reality.


Subject(s)
Cardiovascular Diseases/prevention & control , Diabetes Mellitus, Type 2/drug therapy , Diabetic Angiopathies/prevention & control , Diabetic Cardiomyopathies/prevention & control , Evidence-Based Medicine , Hyperglycemia/prevention & control , Hypoglycemic Agents/therapeutic use , Asia/epidemiology , Asia/ethnology , Asian People , Cardiovascular Diseases/complications , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/ethnology , Clinical Trials as Topic , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/ethnology , Diabetic Angiopathies/epidemiology , Diabetic Angiopathies/ethnology , Diabetic Cardiomyopathies/epidemiology , Diabetic Cardiomyopathies/ethnology , Humans , Risk
13.
Clin Nutr ; 36(4): 1015-1021, 2017 08.
Article in English | MEDLINE | ID: mdl-27448949

ABSTRACT

BACKGROUND: Eggs are a major source of dietary cholesterol and their consumption has been sometimes discouraged. A relationship between egg consumption and the incidence of cardiovascular disease (CVD) has been suggested to be present exclusively among patients with type2 diabetes. AIMS: To assess the association between egg consumption and CVD in a large Mediterranean cohort where approximately 50% of participants had type 2 diabetes. METHODS: We prospectively followed 7216 participants (55-80 years old) at high cardiovascular risk from the PREDIMED (PREvención con DIeta MEDiterránea) study for a mean of 5.8 years. All participants were initially free of CVD. Yearly repeated measurements of dietary information with a validated 137-item food-frequency questionnaire were used to assess egg consumption and other dietary exposures. The endpoint was the rate of major cardiovascular events (myocardial infarction, stroke or death from cardiovascular causes). RESULTS: A major cardiovascular event occurred in 342 participants. Baseline egg consumption was not significantly associated with cardiovascular events in the total population. Non-diabetic participants who ate on average >4 eggs/week had a hazard ratio (HR) of 0.96 (95% confidence interval, 0.33-2.76) in the fully adjusted multivariable model when compared with non-diabetic participants who reported the lowest egg consumption (<2 eggs/week). Among diabetic participants, the HR was 1.33 (0.72-2.46). There was no evidence of interaction by diabetic status. HRs per 500 eggs of cumulative consumption during follow-up were 0.94 (0.66-1.33) in non-diabetics and 1.18 (0.90-1.55) in diabetics. CONCLUSIONS: Low to moderated egg consumption was not associated with an increased CVD risk in diabetic or non-diabetic individuals at high cardiovascular risk. This trial was registered at controlled-trials.com as ISRCTN35739639.


Subject(s)
Cardiovascular Diseases/prevention & control , Diabetes Mellitus, Type 2/diet therapy , Diabetic Angiopathies/prevention & control , Diabetic Cardiomyopathies/prevention & control , Diet, Mediterranean , Eggs/adverse effects , Patient Compliance , Aged , Aged, 80 and over , Cardiovascular Diseases/complications , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/etiology , Cohort Studies , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/ethnology , Diabetic Angiopathies/epidemiology , Diabetic Angiopathies/ethnology , Diabetic Angiopathies/etiology , Diabetic Cardiomyopathies/epidemiology , Diabetic Cardiomyopathies/ethnology , Diabetic Cardiomyopathies/etiology , Diet, Diabetic/adverse effects , Diet, Diabetic/ethnology , Diet, Fat-Restricted/adverse effects , Diet, Fat-Restricted/ethnology , Diet, Mediterranean/adverse effects , Diet, Mediterranean/ethnology , Female , Follow-Up Studies , Health Status , Humans , Incidence , Male , Mediterranean Region/epidemiology , Middle Aged , Patient Compliance/ethnology , Proportional Hazards Models , Prospective Studies , Risk Factors , Self Report
14.
Circ Cardiovasc Imaging ; 9(10)2016 Oct.
Article in English | MEDLINE | ID: mdl-27729362

ABSTRACT

BACKGROUND: We examined the relationship between glucose homeostasis and comprehensive measures of cardiac structure and function among a representative sample of US Hispanics. METHODS AND RESULTS: ECHO-SOL (Echocardiographic Study of Latinos), an echocardiographic ancillary study of the HCHS/SOL (Hispanic Community Health Study/Study of Latinos), enrolled 1818 Hispanic/Latino men (43%) and women (57%) aged ≥45 years (mean=56). Glucose intolerance was defined as follows: (1) prediabetes: hemoglobin (HbA1c) ≥5.7 and <6.5% and (2) diabetes mellitus: fasting plasma glucose ≥126 mg/dL, 2-hour postload glucose ≥200 mg/dL, HbA1c ≥6.5%, or hypoglycemic agent use. Uncontrolled diabetes mellitus was defined as HbA1c ≥7.0%. Insulin resistance was defined using the homeostatic model assessment for insulin resistance. Echocardiography examinations assessed left ventricular structure and systolic/diastolic function. Multivariable linear and logistic regression models were used. Prediabetes prevalence was 42%, and diabetes mellitus prevalence was 28% (47% uncontrolled). Glucose intolerance was associated with increased left ventricular posterior wall and interventricular septal and relative wall thicknesses (all P<0.05), reduced ejection fraction (P<0.01), reduced stroke and end-diastolic volumes (both P<0.001), decreased peak E' velocity (lateral and septal P<0.001), and increased E/E' ratio (lateral and septal P<0.01). The odds ratios (95% confidence intervals) for diastolic dysfunction among individuals with prediabetes and diabetes mellitus (versus diabetes mellitus free) were 1.36 (0.96-1.9) and 1.90 (1.3-2.8), respectively(P=0.006). Results were consistent for uncontrolled diabetes mellitus versus diabetes mellitus. Homeostatic model assessment for insulin resistance was associated with increased E/E' (P<0.001), and greater relative wall thickness and septal thickness (both P<0.05); lower stroke volume (P<0.0001); and lower peak lateral and septal E' velocities (both P<0.01). CONCLUSIONS: Glucose intolerance and insulin resistance are associated with unfavorable cardiac structure and function, particularly worsened measures of diastolic function, even before the development of diabetes mellitus.


Subject(s)
Diabetes Mellitus/ethnology , Diabetic Cardiomyopathies/diagnostic imaging , Echocardiography, Doppler, Color , Hispanic or Latino , Ventricular Function, Left , Biomarkers/blood , Blood Glucose/metabolism , Cross-Sectional Studies , Diabetes Mellitus/blood , Diabetes Mellitus/diagnosis , Diabetic Cardiomyopathies/ethnology , Diabetic Cardiomyopathies/physiopathology , Diastole , Female , Glycated Hemoglobin/metabolism , Humans , Insulin Resistance/ethnology , Linear Models , Logistic Models , Male , Middle Aged , Multivariate Analysis , Odds Ratio , Prediabetic State/blood , Prediabetic State/diagnosis , Prediabetic State/ethnology , Predictive Value of Tests , Prevalence , Risk Factors , Stroke Volume , Systole , United States/epidemiology
15.
Nutr Metab Cardiovasc Dis ; 26(11): 1026-1032, 2016 11.
Article in English | MEDLINE | ID: mdl-27352987

ABSTRACT

BACKGROUND AND AIMS: Prognosis of type 2 diabetes is associated with the occurrence of cardiovascular diseases. Left atrial (LA) size is a predictor of outcome in several diseases, including diabetes. Long duration of diabetes is an established risk factor of poor prognosis. No data are available on the relationship between LA size and duration of diabetes. The present study was aimed to investigate the relationship between LA volume index (LAVI) and the duration of diabetes to test the hypothesis that LA volume will increase as a function of diabetes duration. METHODS AND RESULTS: Forty-four male patients with newly diagnosed and 172 male patients with established type 2 diabetes were recruited for this cross-sectional study. All patients were evaluated with a transthoracic echocardiographic Doppler. About 28.2% of patients had increased LAVI. Indices of both diastolic and systolic function were significantly lower in patients with larger left atrium. The values of LAVI increased across classes of duration of diabetes. In multivariable analysis, longer duration was a predictor of LAVI ≥34 ml/m2 (odds ratio 1.65, 95% CI 1.11-2.46, p = 0.014) after adjusting for age, hemoglobin A1c, hypertension, microvascular complication status, and relevant echocardiographic parameters of systolic and diastolic function. CONCLUSIONS: These results indicate that duration of diabetes is strongly and positively associated with larger LAVI in type 2 diabetic men with preserved systolic function. Future studies are needed to better elucidate the biological mechanisms underlying linking type 2 diabetes with abnormally increased LAVI in subjects with type 2 diabetes.


Subject(s)
Atrial Remodeling , Diabetes Mellitus, Type 2/complications , Diabetic Cardiomyopathies/ethnology , Heart Atria/physiopathology , Stroke Volume , Ventricular Dysfunction, Left/etiology , Ventricular Function, Left , Aged , Chi-Square Distribution , Cross-Sectional Studies , Diabetes Mellitus, Type 2/diagnosis , Diabetic Cardiomyopathies/diagnostic imaging , Diabetic Cardiomyopathies/physiopathology , Diastole , Echocardiography, Doppler , Humans , Linear Models , Logistic Models , Male , Middle Aged , Multivariate Analysis , Odds Ratio , Risk Assessment , Risk Factors , Systole , Time Factors , Ventricular Dysfunction, Left/diagnostic imaging , Ventricular Dysfunction, Left/physiopathology
16.
J Diabetes Complications ; 30(5): 873-9, 2016 07.
Article in English | MEDLINE | ID: mdl-27041674

ABSTRACT

AIMS: Cardiovascular autonomic neuropathy (CAN) predicts clinical diabetic nephropathy (DN). We investigated the relationship between DN structural lesions and CAN. METHODS: Sixty three Pima Indians with type 2 diabetes underwent kidney biopsies following a 6-year clinical trial testing the renoprotective efficacy of losartan vs. placebo. CAN was assessed a median 9.2years later. CAN variables included expiration/inspiration ratio (E/I), standard deviation of the normal R-R interval (sdNN), and low and high frequency signal power and their ratio (LF, HF, LF/HF); lower values reflect more severe neuropathy. Associations of CAN with renal structural variables were assessed by linear regression adjusted for age, sex, diabetes duration, blood pressure, HbA1c, glomerular filtration rate, and treatment assignment during the trial. RESULTS: Global glomerular sclerosis was negatively associated with sdNN (partial r=-0.35, p=0.01) and LF (r=-0.32, p=0.02); glomerular basement membrane width was negatively associated with all measures of CAN except for LF/HF (r=-0.28 to -0.42, p<0.05); filtration surface density was positively associated with sdNN, LF, and HF (r=0.31 to 0.38, p<0.05); and cortical interstitial fractional volume was negatively associated with HF (r=-0.27, p=0.04). CONCLUSIONS: CAN associates with DN lesions.


Subject(s)
Autonomic Nervous System Diseases/physiopathology , Cardiovascular Diseases/physiopathology , Diabetes Mellitus, Type 2/complications , Diabetic Nephropathies/physiopathology , Diabetic Neuropathies/physiopathology , Kidney/physiopathology , Renal Insufficiency/physiopathology , Adult , Arizona , Autonomic Nervous System/physiopathology , Autonomic Nervous System Diseases/complications , Autonomic Nervous System Diseases/ethnology , Biopsy , Cardiovascular Diseases/complications , Cardiovascular Diseases/ethnology , Cardiovascular System/innervation , Cardiovascular System/physiopathology , Cohort Studies , Diabetes Mellitus, Type 2/ethnology , Diabetic Angiopathies/ethnology , Diabetic Angiopathies/physiopathology , Diabetic Cardiomyopathies/ethnology , Diabetic Cardiomyopathies/physiopathology , Diabetic Nephropathies/ethnology , Diabetic Nephropathies/pathology , Diabetic Neuropathies/ethnology , Female , Humans , Indians, North American , Kidney/innervation , Kidney/pathology , Longitudinal Studies , Male , Middle Aged , Renal Insufficiency/complications , Renal Insufficiency/ethnology , Renal Insufficiency/pathology , Sclerosis , Severity of Illness Index
17.
J Diabetes Complications ; 30(1): 72-8, 2016.
Article in English | MEDLINE | ID: mdl-26271411

ABSTRACT

OBJECTIVE: The present study aimed at estimating the prevalence of metabolic syndrome (MetS) and prospectively, evaluating cardiovascular events among Asian Indians type 2 diabetic subjects. METHODS: The sample comprised 1522 type 2 diabetic mellitus (T2DM) subjects aged 25-91years, who participated in the North Indian Diabetes and Cardiovascular Disease Study (NIDCVD). The participants were screened for hypertension, dyslipidemia, obesity and cardiovascular events. Anthropometric, clinical and biochemical measurements were done in all subjects. The prevalence of MetS was estimated in all the subjects according to the harmonized criteria of 2009. RESULTS: The prevalence of MetS among urban Indian diabetic subjects was 71.9% and was significantly higher in females (86%) as compared to males (57.9%). To determine the independent predictors of the MetS in diabetic sample, binary logistic regression analyses were performed using demographic and biochemical parameters. Significant differences in the indices of generalized and abdominal obesity and lipids (total cholesterol, high density lipoprotein) were observed (p<0.01) in male:female and MetS and non-MetS comparisons. Regression analysis for prediction of CAD showed that family history, age, body mass index (BMI), SBP, physical inactivity and hypertension independently and significantly predicted the disease outcome. Binary logistic regression analysis revealed that MetS may be an independent risk/predictor of CAD (odd ratio (OR)=3.44, CI 1.31-9.01, p=0.012) along with higher age groups, BMI and hypertension in Indian population. CONCLUSION: The study demonstrated that the high prevalence of MetS and its different components were positively associated with a higher risk of CAD in north Indian diabetic subjects. Nevertheless, MetS is a major health problem in India, comprehensive population studies are warranted for estimation of incidence and prevalence, and education should be provided on its prevention and control to reduce the diabetes-related morbidity and mortality.


Subject(s)
Coronary Disease/epidemiology , Diabetes Mellitus, Type 2/complications , Diabetic Angiopathies/epidemiology , Diabetic Cardiomyopathies/epidemiology , Metabolic Syndrome/epidemiology , Urban Health , Adult , Aged , Aged, 80 and over , Asian People , Cohort Studies , Coronary Disease/complications , Coronary Disease/ethnology , Coronary Disease/physiopathology , Cross-Sectional Studies , Diabetic Angiopathies/complications , Diabetic Angiopathies/ethnology , Diabetic Angiopathies/physiopathology , Diabetic Cardiomyopathies/complications , Diabetic Cardiomyopathies/ethnology , Diabetic Cardiomyopathies/physiopathology , Female , Humans , India/epidemiology , Male , Metabolic Syndrome/complications , Metabolic Syndrome/ethnology , Middle Aged , Prevalence , Prospective Studies , Risk Factors , Severity of Illness Index , Sex Factors , Urban Health/ethnology
18.
Nutr Metab Cardiovasc Dis ; 26(2): 109-13, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26712708

ABSTRACT

BACKGROUND AND AIMS: In a previous study, the single-nucleotide polymorphism (SNP) rs9677, mapped in the 3'-UTR of vasoactive intestinal peptide receptor 1 (VPAC1) gene, was found to be associated with type 2 diabetes (T2D) in Caucasian women. Moreover, the CC genotype correlated with a worse glycolipid profile. The objectives of this study were to confirm this correlation and assess the prevalence of coronary artery disease (CAD) in the previously investigated diabetic women after a follow-up of 4.6 years. METHODS AND RESULTS: A total of 143 women with T2D, with 53 carrying the CC genotype (age: 71.7 ± 7.4 years, diabetes duration: 17.2 ± 9.9 years) and 90 carrying the CT + TT genotypes (age: 69.4 ± 8.8 years, diabetes duration: 14.3 ± 8.2 years), were followed up for 4.6 ± 1.8 years. At follow-up, the clinical and haematochemical parameters were analysed. Twelve-lead electrocardiography, Doppler echocardiography and the percentage of patients with acute myocardial infarction (AMI) or of those subjected to coronary angioplasty and coronary artery bypass surgery were evaluated. At follow-up, there was no significant difference in terms of the clinical and haematochemical parameters between the two groups. However, despite a significantly increased use of statin therapy, no significant improvement in the LDL cholesterol levels was observed in CC female patients unlike those with CT + TT (P = 0.02). Moreover, the CC female patients presented a significantly higher percentage of echocardiographic abnormalities (P = 0.035), especially left ventricular (LV) diastolic dysfunction (P = 0.04). CONCLUSIONS: The rs9677 CC genotype could be correlated with a reduced response to statin therapy and seems to be involved in diabetes cardiomyopathy in female patients with T2D.


Subject(s)
Cholesterol, LDL/blood , Coronary Artery Disease/genetics , Diabetes Mellitus, Type 2/genetics , Diabetic Angiopathies/genetics , Diabetic Cardiomyopathies/genetics , Dyslipidemias/genetics , Polymorphism, Single Nucleotide , Receptors, Vasoactive Intestinal Polypeptide, Type I/genetics , 3' Untranslated Regions , Aged , Angioplasty, Balloon, Coronary , Biomarkers/blood , Coronary Artery Bypass , Coronary Artery Disease/ethnology , Coronary Artery Disease/physiopathology , Coronary Artery Disease/therapy , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/ethnology , Diabetic Angiopathies/ethnology , Diabetic Angiopathies/physiopathology , Diabetic Angiopathies/therapy , Diabetic Cardiomyopathies/ethnology , Diabetic Cardiomyopathies/physiopathology , Diabetic Cardiomyopathies/therapy , Dyslipidemias/blood , Dyslipidemias/drug therapy , Dyslipidemias/ethnology , Echocardiography, Doppler , Electrocardiography , Female , Follow-Up Studies , Gene Frequency , Genetic Association Studies , Genetic Predisposition to Disease , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Italy/epidemiology , Middle Aged , Myocardial Infarction/ethnology , Myocardial Infarction/genetics , Myocardial Infarction/physiopathology , Phenotype , Prevalence , Risk Factors , Time Factors , Ventricular Dysfunction, Left/ethnology , Ventricular Dysfunction, Left/genetics , Ventricular Dysfunction, Left/physiopathology , White People/genetics
19.
Metabolism ; 64(2): 218-25, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25456099

ABSTRACT

OBJECTIVE: To examine the effect of intensive glycemic control on cardiovascular disease events (CVD) among the major race/ethnic groups in a post-hoc analysis of the VADT. MATERIALS AND METHODS: Participants included 1111 non-Hispanic Whites, 307 Hispanics and 306 non-Hispanic Blacks randomized to intensive or standard glucose treatment in VADT. Multivariable Cox proportional hazards models were constructed to assess the effect of intensive glucose treatment on CVD events among race/ethnic groups. RESULTS: Mean age was 60.4 years and median follow-up was 5.6 years. By design, modifiable risk factors were managed equally well in both treatment arms and only differed modestly between race/ethnic groups. HbA(1c) decreased significantly from baseline with intensive glucose treatment in each race/ethnic group, with a trend for a greater response in Hispanics (P=0.02 for overall comparison between groups). Intensive glucose treatment was associated with reduced risk of CVD events for Hispanics but not for others (hazard ratios ranged from 0.54 to 0.75 for Hispanics whereas they were consistently close to 1 for others). Sensitivity analyses with different definitions of race/ethnicity or limited to individuals free of previous known CVD yielded similar results. CONCLUSIONS: The results of these analyses support the hypothesis that race/ethnicity is worthy of consideration when tailoring intensive treatment for individuals with long-standing type 2 diabetes. However, additional studies are needed to confirm the findings of this post-hoc analysis.


Subject(s)
Cardiovascular Diseases/prevention & control , Diabetes Mellitus, Type 2/therapy , Diabetic Angiopathies/prevention & control , Diabetic Cardiomyopathies/prevention & control , Hyperglycemia/prevention & control , Precision Medicine , Black or African American , Aged , Cardiovascular Diseases/complications , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/ethnology , Combined Modality Therapy , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/ethnology , Diabetic Angiopathies/complications , Diabetic Angiopathies/epidemiology , Diabetic Angiopathies/ethnology , Diabetic Cardiomyopathies/complications , Diabetic Cardiomyopathies/epidemiology , Diabetic Cardiomyopathies/ethnology , Female , Follow-Up Studies , Glycated Hemoglobin/analysis , Hispanic or Latino , Hospitals, Veterans , Humans , Male , Middle Aged , Proportional Hazards Models , Risk Factors , United States/epidemiology , White People
20.
Diabet Med ; 31(10): 1230-6, 2014 Oct.
Article in English | MEDLINE | ID: mdl-24750373

ABSTRACT

AIM: To investigate the race-specific trend in attainment of the American Diabetes Association cardiovascular risk factor control goals (HbA1c <53 mmol/mol (7.0%), blood pressure <130/80 mmHg and LDL cholesterol <2.6mmol/l) by patients with Type 2 diabetes. METHODS: The study sample included 14 946 African-American and 12 758 white patients who were newly diagnosed with Type 2 diabetes between 2001 and 2009 in the Louisiana State University Hospital system. The race-specific percentages of patients' attainment of American Diabetes Association goals were calculated using the baseline and follow-up measurements of HbA1c , blood pressure, and LDL cholesterol levels. Logistic regression was used to test the difference between African-American and white patients. RESULTS: The percentage of patients who met all three American Diabetes Association goals increased from 8.2% in 2001 to 10.2% in 2009 (increased by 24.4%) in this cohort. Compared with African-American patients, white patients had better attainment of the following American Diabetes Association goals: HbA1c (61.4 vs. 55.1%), blood pressure (25.8 vs. 20.4%), LDL cholesterol (40.1 vs. 37.7%) and all three goals (7.3 vs. 5.1%). African-American and white patients generally had a better cardiovascular disease risk factor profile during follow-up when we assessed attainment of the American Diabetes Association goals by means of HbA1c , blood pressure and LDL cholesterol. CONCLUSIONS: During 2001-2009, the present low-income cohort of people with Type 2 diabetes generally experienced improved control of cardiovascular disease risk factors. White patients had better attainment of the American Diabetes Association cardiovascular risk factor control goals than their African-American counterparts.


Subject(s)
Cardiovascular Diseases/prevention & control , Diabetes Mellitus, Type 2/therapy , Diabetic Angiopathies/prevention & control , Diabetic Cardiomyopathies/prevention & control , Healthcare Disparities , Medically Uninsured , Adult , Black or African American , Aged , Cardiovascular Diseases/complications , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/ethnology , Cohort Studies , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/economics , Diabetes Mellitus, Type 2/ethnology , Diabetic Angiopathies/economics , Diabetic Angiopathies/epidemiology , Diabetic Angiopathies/ethnology , Diabetic Cardiomyopathies/economics , Diabetic Cardiomyopathies/epidemiology , Diabetic Cardiomyopathies/ethnology , Female , Healthcare Disparities/economics , Healthcare Disparities/ethnology , Hospitals, State , Hospitals, University , Humans , Longitudinal Studies , Louisiana/epidemiology , Male , Medically Uninsured/ethnology , Middle Aged , Prospective Studies , Risk Factors , Sex Factors , White People
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