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1.
Circulation ; 116(19): 2119-26, 2007 Nov 06.
Article in English | MEDLINE | ID: mdl-17967769

ABSTRACT

BACKGROUND: The metabolic syndrome (MetS) and type 2 diabetes mellitus are both associated with increased cardiovascular disease risk. We examined retrospectively the degree to which the presence of MetS in individuals with type 2 diabetes mellitus increased their risk of diabetic complications using United Kingdom Prospective Diabetes Study data. METHODS AND RESULTS: Of 5102 United Kingdom Prospective Diabetes Study patients recruited with newly diagnosed type 2 diabetes mellitus and followed up for a median of 10.3 years, 4542 had the requisite data for these analyses. After a 3-month dietary run-in, MetS, diagnosed with National Cholesterol Education Program Adult Treatment Panel III, World Health Organization, International Diabetes Federation, or European Group for the Study of Insulin Resistance criteria, was present in 61%, 38%, 54%, and 24%, respectively. Those with MetS by these criteria had increased cardiovascular disease risks relative to those without MetS of 1.33 (95% confidence interval 1.14 to 1.54), 1.45 (95% confidence interval 1.26 to 1.66), 1.23 (95% confidence interval 1.07 to 1.42), and 1.31 (95% confidence interval 1.10 to 1.57), respectively, but similar risks for microvascular complications. The positive predictive value of MetS for cardiovascular disease events, however, was only 18%, 13%, 18%, and 39%, respectively. CONCLUSIONS: MetS, diagnosed by Adult Treatment Panel III, World Health Organization, or International Diabetes Federation criteria, identifies diabetic patients at greater risk of macrovascular but not microvascular complications. Poor discrimination by MetS with respect to cardiovascular disease outcomes means that it is of limited clinical value for cardiovascular disease risk stratification in type 2 diabetes mellitus.


Subject(s)
Diabetes Mellitus, Type 2/epidemiology , Diabetic Angiopathies/epidemiology , Metabolic Syndrome/epidemiology , Adult , Aged , Female , Humans , Male , Microcirculation , Middle Aged , Prevalence , Prospective Studies , Risk Factors , United Kingdom/epidemiology
2.
J Diabetes Complications ; 20(6): 395-401, 2006.
Article in English | MEDLINE | ID: mdl-17070446

ABSTRACT

The UK Prospective Diabetes Study (UKPDS) showed that a more intensive glucose control policy reduced risk of diabetic complications. As hypoglycemia is a barrier to achieving glycemic targets, we examined its occurrence and contributing factors in UKPDS patients randomized to and remaining for 6 years on diet, sulfonylurea, metformin (overweight subjects only), or insulin monotherapy from diagnosis of Type 2 diabetes. Self-reported hypoglycemic episodes were categorized as (1) transient, (2) temporarily incapacitated, (3) requiring third-party assistance, and (4) requiring medical attention, recording the most severe episode each quarter. Proportions of patients reporting at least one episode per year were calculated in relation to therapy, HbA(1c), and clinical characteristics. In 5063 patients aged 25-65 years, only 2.5% per year reported substantive hypoglycemia (Grades 2-4) and 0.55% major hypoglycemia (Grade 3 or 4). Hypoglycemia was more frequent in younger (4.0% <45 years vs. 2.2% >or=45 years), female (3.0% vs. 2.2% male), normal weight (3.6% body mass index <25 kg/m(2) vs. 1.9% >or=25 kg/m(2)), less hyperglycemic (5.2% HbA(1c) <7% vs. 2.3% >or=7%), or islet autoantibody-positive patients (4.3% vs. 2.1% negative) (all P<.0001). More on basal insulin reported hypoglycemia (3.8% per year) than diet (0.1%), sulfonylurea (1.2%), or metformin (0.3%) therapy, but less than on basal and prandial insulin (5.3%) (all P<.0001). Low hypoglycemia rates seen during the first 6 years of intensive glucose lowering therapy in Type 2 diabetes are unlikely to have a major impact on attempts to achieve guideline glycemic targets when sulfonylurea, metformin, or insulin are used as monotherapy.


Subject(s)
Diabetes Mellitus, Type 2/therapy , Hypoglycemia/epidemiology , Adult , Diabetes Mellitus, Type 2/diet therapy , Diabetes Mellitus, Type 2/drug therapy , Female , Glycated Hemoglobin/analysis , Humans , Hypoglycemia/etiology , Hypoglycemic Agents/therapeutic use , Insulin/therapeutic use , Male , Metformin/therapeutic use , Middle Aged , Sulfonylurea Compounds/therapeutic use , United Kingdom/epidemiology
4.
Am Heart J ; 152(1): 27-38, 2006 Jul.
Article in English | MEDLINE | ID: mdl-16824829

ABSTRACT

BACKGROUND: Uncertainty persists concerning the effect of improved long-term glycemic control on macrovascular disease in diabetes mellitus (DM). METHODS: We performed a systematic review and meta-analysis of randomized controlled trials comparing interventions to improve glycemic control with conventional treatment in type 1 and type 2 diabetes. Outcomes included the incidence rate ratios for any macrovascular event, cardiac events, stroke, and peripheral arterial disease, and the number needed to treat intensively during 10 years to prevent one macrovascular event. RESULTS: The analysis was based on 8 randomized comparisons including 1800 patients with type 1 DM (134 macrovascular events, 40 cardiac events, 88 peripheral vascular events, 6 cerebrovascular events, 11293 person-years of follow-up) and 6 comparisons including 4472 patients with type 2 DM (1587 macrovascular events, 1197 cardiac events, 87 peripheral vascular events, 303 cerebrovascular events, 43607 person-years). Combined incidence rate ratios for any macrovascular event were 0.38 (95% CI 0.26-0.56) in type 1 and 0.81 (0.73-0.91) in type 2 DM. In type 1 DM, effect was mainly based on reduction of cardiac and peripheral vascular events and, in type 2 DM, due to reductions in stroke and peripheral vascular events. Effects appear to be particularly important in younger patients with shorter duration of diabetes. CONCLUSIONS: Our data suggest that attempts to improve glycemic control reduce the incidence of macrovascular events both in type 1 and type 2 DM. In absolute terms, benefits are comparable, although effects on specific manifestations of macrovascular disease differ.


Subject(s)
Blood Glucose/analysis , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 2/blood , Diabetic Angiopathies/blood , Diabetic Angiopathies/prevention & control , Adult , Comorbidity , Coronary Disease/epidemiology , Diabetes Mellitus, Type 1/drug therapy , Diabetes Mellitus, Type 2/drug therapy , Diabetic Angiopathies/epidemiology , Female , Glycated Hemoglobin/analysis , Humans , Incidence , Male , Peripheral Vascular Diseases/blood , Peripheral Vascular Diseases/epidemiology , Postprandial Period , Randomized Controlled Trials as Topic , Risk Factors , Stroke/blood , Stroke/epidemiology , Treatment Outcome
5.
Diabetes Care ; 29(7): 1506-11, 2006 Jul.
Article in English | MEDLINE | ID: mdl-16801570

ABSTRACT

OBJECTIVE: We sought to ascertain quality-of-life measures and utility values associated with visual acuity in type 2 diabetes. RESEARCH DESIGN AND METHODS: The Medical Outcome Study Short Form with 36 items (SF-36) was administered to 4,051 individuals with type 2 diabetes who were enrolled in the Lipids in Diabetes Study, and their best attainable vision was determined using an Early Treatment of Diabetic Retinopathy Study chart, expressed as a LogMAR score. Eight domain scores and a utility value representing an overall quality-of-life score were calculated using predefined algorithms. The associations between quality of life measured and best-eye visual acuity were assessed graphically and by regression analysis. RESULTS: All eight SF-36 domain scores were negatively associated with reduced visual acuity. The impact of lower levels of visual acuity ranged from a decline of 1.3 units for a 0.1-LogMAR increase for physical functioning and 0.6 units in mental health. Regression analysis indicated a negative association (P < 0.001) between utility and reduced visual acuity after controlling for sex, BMI, smoking status, and history of diabetes complications. Patients whose LogMAR scores equated to legally blind had, on average, 0.054 (95% CI 0.034-0.074) lower utility compared with patients with normal visual acuity. CONCLUSIONS: Reduced visual acuity is negatively associated with quality of life. The utility scores estimated here should inform studies quantifying the burden of diabetes and those evaluating potential therapies for treating or preventing diabetic eye diseases.


Subject(s)
Diabetes Mellitus, Type 2/psychology , Diabetic Retinopathy/psychology , Quality of Life , Visual Acuity/physiology , Aged , Female , Humans , Male , Middle Aged , Regression Analysis , Surveys and Questionnaires
6.
Diabetes ; 55(6): 1832-9, 2006 Jun.
Article in English | MEDLINE | ID: mdl-16731850

ABSTRACT

Not all patients with type 2 diabetes develop renal dysfunction. Identifying those at risk is problematic because even microalbuminuria, often used clinically as an indicator of future renal dysfunction, does not always precede worsening renal function. We sought to identify clinical risk factors at diagnosis of type 2 diabetes associated with later development of renal dysfunction. Of 5,102 U.K. Prospective Diabetes Study (UKPDS) participants, prospective analyses were undertaken in those without albuminuria (n = 4,031) or with normal plasma creatinine (n=5,032) at diagnosis. Stepwise proportional hazards multivariate regression was used to assess association of putative baseline risk factors with subsequent development of albuminuria (microalbuminuria or macroalbuminuria) or renal impairment (Cockcroft-Gault estimated creatinine clearance <60 ml/min or doubling of plasma creatinine). Over a median of 15 years of follow-up 1,544 (38%) of 4,031 patients developed albuminuria and 1,449 (29%) of 5,032 developed renal impairment. Of 4,006 patients with the requisite data for both outcomes, 1,534 (38%) developed albuminuria and 1,132 (28%) developed renal impairment. Of the latter, 575 (51%) did not have preceding albuminuria. Development of albuminuria or renal impairment was independently associated with increased baseline systolic blood pressure, urinary albumin, plasma creatinine, and Indian-Asian ethnicity. Additional independent risk factors for albuminuria were male sex, increased waist circumference, plasma triglycerides, LDL cholesterol, HbA(1c) (A1C), increased white cell count, ever having smoked, and previous retinopathy. Additional independent risk factors for renal impairment were female sex, decreased waist circumference, age, increased insulin sensitivity, and previous sensory neuropathy. Over a median of 15 years from diagnosis of type 2 diabetes, nearly 40% of UKPDS patients developed albuminuria and nearly 30% developed renal impairment. Distinct sets of risk factors are associated with the development of these two outcomes, consistent with the concept that they are not linked inexorably in type 2 diabetes.


Subject(s)
Albuminuria/physiopathology , Diabetes Mellitus, Type 2/complications , Diabetic Nephropathies/physiopathology , Adult , Age Factors , Albuminuria/etiology , Blood Pressure , Diabetes Mellitus, Type 2/blood , Diabetic Nephropathies/etiology , Female , Humans , Leukocyte Count , Lipids/blood , Male , Middle Aged , Multivariate Analysis , Prospective Studies , Regression Analysis , Risk Factors , Sex Factors , United Kingdom
7.
Eur J Endocrinol ; 151(5): 579-86, 2004 Nov.
Article in English | MEDLINE | ID: mdl-15538936

ABSTRACT

OBJECTIVE: To investigate the relationship between blood glucose-lowering therapy, glycaemia and ethnicity in urban Australians with type 2 diabetes. DESIGN: Prospective observational community-based study of diabetes care, control and complications. METHODS: We analysed cross-sectional data from 1057 patients, 238 from a southern European (SE) migrant background and 819 Anglo-Celts (AC). Follow-up data were available for 539 patients (113 SE, 426 AC) who had annual reviews over 4 years. RESULTS: The SE patients were of similar age to the AC patients but had longer diabetes duration, were less fluent in English and had less formal education. After adjustment for diabetes duration, glycosylated haemoglobin and glutamic acid decarboxylase antibody positivity in a logistic regression model, insulin use at study entry was approximately twice as frequent amongst SE as AC patients (odds ratio (95% confidence interval); 1.90 (1.20-3.02)). In the prospective arm, progression to insulin increased in both groups, from 18.0% at baseline to 22.1% at 4 years in SE and from 7.1% to 14.4% in AC patients. beta-cell function (%B) and insulin sensitivity (%S) using the homoeostasis model assessment in a subset of diet-treated patients at baseline showed that SE ethnicity was associated with lower %B and greater %S than in the AC group. CONCLUSIONS: SE patients with early non-antibody-mediated beta-cell failure progress to insulin requirement within the first 4-5 years of type 2 diabetes. This could reflect either a longer period of undiagnosed diabetes or a more rapid loss of beta-cell function after diagnosis.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/ethnology , Hypoglycemic Agents/therapeutic use , Insulin/therapeutic use , Urban Population/statistics & numerical data , Aged , Australia/epidemiology , Blood Glucose/metabolism , Cross-Sectional Studies , Diabetes Complications/therapy , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/diet therapy , Drug Prescriptions/statistics & numerical data , Europe/ethnology , Female , Humans , Insulin Resistance , Islets of Langerhans/metabolism , Logistic Models , Male , Middle Aged , Prospective Studies , Transients and Migrants , United Kingdom/ethnology
8.
J Diabetes Complications ; 17(2): 82-9, 2003.
Article in English | MEDLINE | ID: mdl-12614974

ABSTRACT

BACKGROUND: Diabetic patients obtain knowledge of the condition from a variety of sources. These include education programs and encounters with health-care staff such as during instruction on self-monitoring of blood glucose (SMBG). OBJECTIVE: To assess whether diabetes knowledge is related to prior attendance at diabetes education programs, visits to dieticians or the current use of SMBG in a community-based cohort of subjects with type 2 diabetes. PATIENTS: 1264 type 2 patients from the Fremantle Diabetes Study (FDS) cohort. METHODS: Subjects answered 15 standard multiple-choice questions about diabetes and its management. Recall of past diabetes education, dietician consultations, and use of SMBG were recorded. Analysis of variance was used to determine whether these activities or other social and demographic factors predicted diabetes knowledge. RESULTS: Attendance at education programs, visits to dieticians, and SMBG were independently associated with greater diabetes knowledge. Subjects who were older, whose schooling was limited, who were not fluent in English and/or who were from Southern European or indigenous Australian ethnic groups had significantly lower knowledge scores. Patients who were older, not fluent in English or from an indigenous Australian background were significantly less likely to have received diabetes education, dietetic advice or to be performing SMBG. CONCLUSIONS: Diabetes education programs, diabetes-related visits to dieticians and SMBG are associated with, and may be important sources of, improved diabetes knowledge in patients with type 2 diabetes. Our data provide evidence that barriers to access or utilization of contemporary diabetes education confront older patients, minority groups and those with language difficulties. These groups are likely to benefit from specialized programs.


Subject(s)
Diabetes Mellitus, Type 2/ethnology , Diabetes Mellitus, Type 2/psychology , Minority Groups , Patient Education as Topic , Aged , Australia , Diabetes Mellitus, Type 2/diet therapy , Female , Glycated Hemoglobin/analysis , Humans , Language , Male , Middle Aged , Native Hawaiian or Other Pacific Islander , Nutrition Assessment , Patient Participation , Risk Reduction Behavior , Self Care , Surveys and Questionnaires
9.
Kidney Int ; 63(1): 225-32, 2003 Jan.
Article in English | MEDLINE | ID: mdl-12472787

ABSTRACT

BACKGROUND: The progression of nephropathy from diagnosis of type 2 diabetes has not been well described from a single population. This study sought to describe the development and progression through the stages of microalbuminuria, macroalbuminuria, persistently elevated plasma creatinine or renal replacement therapy (RRT), and death. METHODS: Using observed and modeled data from 5097 subjects in the UK Prospective Diabetes Study, we measured the annual probability of transition from stage to stage (incidence), prevalence, cumulative incidence, ten-year survival, median duration per stage, and risk of death from all-causes or cardiovascular disease. RESULTS: From diagnosis of diabetes, progression to microalbuminuria occurred at 2.0% per year, from microalbuminuria to macroalbuminuria at 2.8% per year, and from macroalbuminuria to elevated plasma creatinine (>or=175 micromol/L) or renal replacement therapy at 2.3% per year. Ten years following diagnosis of diabetes, the prevalence of microalbuminuria was 24.9%, of macroalbuminuria was 5.3%, and of elevated plasma creatinine or RRT was 0.8%. Patients with elevated plasma creatinine or RRT had an annual death rate of 19.2% (95% confidence interval, CI, 14.0 to 24.4%). There was a trend for increasing risk of cardiovascular death with increasing nephropathy (P < 0.0001), with an annual rate of 0.7% for subjects in the stage of no nephropathy, 2.0% for those with microalbuminuria, 3.5% for those with macroalbuminuria, and 12.1% with elevated plasma creatinine or RRT. Individuals with macroalbuminuria were more likely to die in any year than to develop renal failure. CONCLUSIONS: The proportion of patients with type 2 diabetes who develop microalbuminuria is substantial with one quarter affected by 10 years from diagnosis. Relatively fewer patients develop macroalbuminuria, but in those who do, the death rate exceeds the rate of progression to worse nephropathy.


Subject(s)
Diabetes Mellitus, Type 2/mortality , Diabetic Nephropathies/mortality , Adult , Albuminuria/drug therapy , Albuminuria/mortality , Antihypertensive Agents/therapeutic use , Diabetes Mellitus, Type 2/drug therapy , Diabetic Nephropathies/drug therapy , Disease Progression , Female , Humans , Hypertension, Renal/drug therapy , Hypertension, Renal/mortality , Hypoglycemic Agents/therapeutic use , Incidence , Male , Middle Aged , Prevalence , Prospective Studies , United Kingdom/epidemiology
10.
Diabetes Care ; 25(8): 1410-7, 2002 Aug.
Article in English | MEDLINE | ID: mdl-12145243

ABSTRACT

OBJECTIVE: Type 2 diabetes may be present for several years before diagnosis, by which time many patients have already developed diabetic complications. Earlier detection and treatment may reduce this burden, but evidence to support this approach is lacking. RESEARCH DESIGN AND METHODS: Glycemic control and clinical and surrogate outcomes were compared for 5,088 of 5,102 U.K. Diabetes Prospective Study participants according to whether they had low (<140 mg/dl [<7.8 mmol/l]), intermediate (140 to <180 mg/dl [7.8 to <10.0 mmol/l]), or high (> or =180 mg/dl [> or =10 mmol/l]) fasting plasma glucose (FPG) levels at diagnosis. Individuals who presented with and without diabetic symptoms were also compared. RESULTS: Fewer people with FPG in the lowest category had retinopathy, abnormal biothesiometer measurements, or reported erectile dysfunction. The rate of increase in FPG and HbA(1c) during the study was identical in all three groups, although absolute differences persisted. Individuals in the low FPG group had a significantly reduced risk for each predefined clinical outcome except stroke, whereas those in the intermediate group had significantly reduced risk for each outcome except stroke and myocardial infarction. The low and intermediate FPG groups had a significantly reduced risk for progression of retinopathy, reduction in vibration sensory threshold, or development of microalbuminuria. CONCLUSIONS: People presenting with type 2 diabetes with lower initial glycemia who may be earlier in the course of their disease had fewer adverse clinical outcomes despite similar glycemic progression. Since most such people are asymptomatic at diagnosis, active case detection programs would be required to identify them.


Subject(s)
Blood Glucose , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/diagnosis , Aged , Diabetes Mellitus, Type 2/therapy , Diabetic Retinopathy/blood , Diabetic Retinopathy/diagnosis , Diabetic Retinopathy/therapy , Disease-Free Survival , Fasting , Female , Glycated Hemoglobin/analysis , Humans , Hyperglycemia/blood , Hyperglycemia/diagnosis , Hyperglycemia/therapy , Male , Middle Aged , Predictive Value of Tests , Prospective Studies , Treatment Outcome
11.
Diabetes Care ; 25(2): 330-6, 2002 Feb.
Article in English | MEDLINE | ID: mdl-11815505

ABSTRACT

OBJECTIVE: To evaluate the efficacy of the addition of insulin when maximal sulfonylurea therapy is inadequate in individuals with type 2 diabetes. RESEARCH DESIGN AND METHODS: Glycemic control, hypoglycemia, and body weight were monitored over 6 years in 826 patients with newly diagnosed type 2 diabetes in 8 of 23 U.K. Prospective Diabetes Study (UKPDS) centers that used a modified protocol. Patients were randomly allocated to a conventional glucose control policy, primarily with diet (n = 242) or an intensive policy with insulin alone (n = 245), as in the main study. However, for patients randomized to an intensive policy with sulfonylurea (n = 339), insulin was added automatically if the fasting plasma glucose remained >108 mg/dl (6.0 mmol/l) despite maximal sulfonylurea doses. RESULTS: Over 6 years, approximately 53% of patients allocated to treatment with sulfonylurea required additional insulin therapy. Median HbA(1c) in the sulfonylurea +/- insulin group was significantly lower (6.6%, interquartile range [IQR] 6.0-7.6) than in the group taking insulin alone (7.1%, IQR 6.2-8.0; P = 0.0066), and significantly more patients in the sulfonylurea +/- insulin group had an HbA(1c) <7% (47 vs. 35%, respectively; P = 0.011). Weight gain was similar in the intensive therapy groups, but major hypoglycemia occurred less frequently over all in the sulfonylurea (+/- insulin) group compared with the insulin alone group (1.6 vs. 3.2% per annum, respectively; P = 0.017). CONCLUSIONS: Early addition of insulin when maximal sulfonylurea therapy is inadequate can significantly improve glycemic control without promoting increased hypoglycemia or weight gain.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/administration & dosage , Insulin/administration & dosage , Sulfonylurea Compounds/administration & dosage , Adult , Blood Glucose , Drug Therapy, Combination , Female , Follow-Up Studies , Glycated Hemoglobin , Humans , Hypoglycemia/chemically induced , Hypoglycemic Agents/adverse effects , Insulin/adverse effects , Male , Middle Aged , Prospective Studies , Sulfonylurea Compounds/adverse effects , United Kingdom
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