Helen Colhoun

Problems of reporting genetic associations with complex outcomes

Inability to replicate many results has led to increasing scepticism about the value of simple association study designs for detection of genetic variants contributing to common complex traits. Much attention has been drawn to the problems that might, in theory, bedevil this approach, including confounding from population structure, misclassification of outcome, and allelic heterogeneity. Other researchers have argued that absence of replication may indicate true heterogeneity in gene-disease associations. We suggest that the most important factors underlying inability to replicate these associations are publication bias, failure to attribute results to chance, and inadequate sample sizes, problems that are all rectifiable. Without changes to present practice, we risk wastage of scientific effort and rejection of a potentially useful research strategy.

Mortality in people with type 2 diabetes in the UK

Aims  Under‐reporting of diabetes on death certificates contributes to the unreliable estimates of mortality as a result of diabetes. The influence of obesity on mortality in Type 2 diabetes is not well documented. We aimed to study mortality from diabetes and the influence of obesity on mortality in Type 2 diabetes in a large cohort selected from the General Practice Research Database (GPRD).

The Effect of Type 1 Diabetes Mellitus on the Gender Difference in Coronary Artery Calcification

OBJECTIVES To examine whether the gender difference in coronary artery calcification, a measure of atherosclerotic plaque burden, is lost in type 1 diabetic patients, and whether abnormalities in established coronary heart disease risk factors explain this. BACKGROUND Type 1 diabetes abolishes the gender difference in coronary heart disease mortality because it is associated with a greater elevation of coronary disease risk in women than men. The pathophysiological basis of this is not understood. METHODS Coronary artery calcification and coronary risk factors were compared in 199 type 1 diabetic patients and 201 nondiabetic participants of similar age (30 to 55 years) and gender (50% female) distribution. Only one subject had a history of coronary disease. Calcification was measured with electron beam computed tomography. RESULTS In nondiabetic participants there was a large gender difference in calcification prevalence (men 54%, women 21%, odds ratio 4.5, p < 0.001), half of which was explained by established risk factors (odds ratio after adjustment = 2.2). Diabetes was associated with a greatly increased prevalence of calcification in women (47%), but not men (52%), so that the gender difference in calcification was lost (p = 0.002 for the greater effect of diabetes on calcification in women than men). On adjustment for risk factors, diabetes remained associated with a threefold higher odds ratio of calcification in women than men (p = 0.02). CONCLUSIONS In type 1 diabetes coronary artery calcification is greatly increased in women and the gender difference in calcification is lost. Little of this is explained by known coronary risk factors.

Nitric oxide and vascular responses in Type I diabetes

Abstract Vascular complications are major causes of morbidity and mortality in patients with diabetes mellitus. The mechanisms underlying the development of microvascular and macrovascular angiopathy in Type I (insulin-dependent) diabetes mellitus are complex and incompletely understood. The discovery of endothelium-derived nitric oxide has greatly improved our understanding of vascular biology. Nitric oxide has an important role in the regulation of vascular tone and impaired nitric oxide activity could be implicated in the development of diabetic vasculopathy. Vascular studies of endothelial function in Type I diabetes have produced conflicting results. The role of nitric oxide in diabetic vasculopathy is still not clear. [Diabetologia (2000) 43: 137–147]

The effect of atorvastatin on serum lipids, lipoproteins and NMR spectroscopy defined lipoprotein subclasses in type 2 diabetic patients with ischaemic heart disease.

The effect of statin therapy on subclasses of LDL, VLDL and HDL lipoproteins is unclear. We compared changes in serum lipids, apolipoproteins and nuclear magnetic resonance (NMR) spectroscopy measured lipoprotein subclass concentration and average particle size over a minimum 6 months treatment period of atorvastatin 10 mg vs. placebo in 122 men and women. All subjects had type 2 diabetes and a modest dyslipidaemia (mean LDL-cholesterol 3.2 mmol/l and median triglycerides 1.8 mmol/l) and had a previous myocardial infarction. Compared with placebo, atorvastatin therapy was associated with a greater decrease in medium VLDL (median within person change -13.4 vs. -5.9 nmol/l, P<0.001 adjusted for baseline level), small VLDL (median change -17.8 vs. -8.1 nmol/l, P=0.002), large LDL (mean within person change -167.9 vs. -48.6 nmol/l, P<0.001) and medium LDL (median within person change -101.8 vs. -22.3 nmol/l, P=0.017). Atorvastatin therapy was also associated with a greater increase in large HDL than placebo (median change 1.40 vs. 0.80 micromol/l, P=0.02) and there was little change in small HDL so that average HDL particle size increased significantly with atorvastatin (P=0.04). In addition to reducing levels of (enzymatically measured) triglyceride, LDL-cholesterol and apolipoprotein B in diabetic patients, atorvastatin significantly reduces NMR measured medium and small VLDL and large and medium LDL, and increases large HDL.

Endothelium-Dependent and -Independent Vascular Dysfunction in Type 1 Diabetes Role of Conventional Risk Factors, Sex, and Glycemic Control

Objective—Defective NO release/response may contribute to increased coronary risk and the loss of sex difference in coronary heart disease in diabetes. We aimed to determine whether NO release/response is impaired in type 1 diabetes and whether any defects are greater in women than men. Methods and Results—Forearm blood flow response to vasoactive drugs was assessed by venous plethysmography in 88 diabetic and 69 control subjects aged 30 to 53 years. In diabetic patients, response was 18% lower for acetylcholine (ACh) (P =0.002), 6% lower for bradykinin (P =0.14), and 17% lower for glyceryl trinitrate (GTN) (P <0.001). Women had a higher response to ACh than men (17%, P =0.006). The diabetes-associated defect in ACh was greater in women (25% lower, P =0.01) than men (13% lower, P =0.08), although not significantly (P =0.26 for the interaction). Poorer glycemic control was associated with ACh response (P =0.003) and contributed to the greater defect in diabetic women than men. Conclusions—The diabetes-associated defect in GTN response was similar in men and women. Established coronary heart disease risk factors did not explain any of the defects in ACh or GTN response associated with diabetes. Type 1 diabetes is associated with impaired responsiveness to NO and with an impairment in ACh-stimulated NO release.

Prevalence and management of hypertension in Type 1 diabetes mellitus in Europe: The Eurodiab IDDM Complications Study

Aim To examine the prevalence of hypertension and the rates of hypertension awareness by investigating treatment and control among respondents to the EURODIAB IDDM Complications Study, and to explore the variation in hypertension management by age, sex and end‐organ damage.

Parental history of hypertension and parental history of diabetes and microvascular complications in insulin-dependent diabetes mellitus : The eurodiab iddm complications study

Diabetic nephropathy clusters in families, suggesting an inherited predisposition. Parental history of hypertension and of Type 2 diabetes mellitus have been associated with nephropathy in offspring with Type 1 diabetes in some studies but not in others. The associations of parental history of hypertension and of diabetes with both albuminuria and proliferative retinopathy were studied in a large cross‐sectional study of 3250 patients with Type 1 diabetes, from 16 European countries. Albuminuria was associated with hypertension in a parent (p < 0.01 in men, p < 0.05 in women), adjusted for age. Patients with a parental history of hypertension had a higher prevalence of hypertension (p < 0.001 in men, p < 0.01 in women) and a higher prevalence of parental diabetes (p < 0.001 in men, p < 0.001 in women). The association of albuminuria with parental hypertension was independent of parental diabetes in men but not women (OR = 1.28 in men p = 0.04, OR = 1.25 in women p = 0.09) and was not independent of hypertension in the patient him/herself in either sex. Albuminuria was associated with parental diabetes in women only (OR = 1.36, p = 0.04). This association was independent of both parental hypertension and hypertension in the patient herself. Proliferative retinopathy was not associated with parental hypertension or diabetes. The implications of these data are that both candidate genes for hypertension and Type 2 diabetes should be considered in the search for the genetic determinants of diabetic nephropathy.

The scope for cardiovascular disease risk factor intervention among people with diabetes mellitus in England : a population-based analysis from the Health Surveys for England 1991-94

Aims To examine the scope for cardiovascular disease risk factor intervention among diabetic patients in England was examined using data from the Health Surveys for England 1991–94. This evaluation included calculating the proportion who require lipid lowering therapy according to the Standing Medical Advisory Committee (SMAC) guidelines.

Activated factor XII levels and factor XII 46C > T genotype in relation to coronary artery calcification in patients with type 1 diabetes and healthy subjects

The relationship of activated factor XII (FXIIa) and FXII 46C>T genotype to coronary atherosclerosis and endothelial function was examined in 192 randomly sampled subjects from the general population and 190 type 1 diabetic subjects (mean age 38+/-4 years). Coronary artery calcification (CAC) was measured using Electron beam CT. von Willebrand factor (vWF), a marker of endothelial function, and FXIIa were measured by ELISA. Endothelial nitric oxide production was quantified as the forearm blood flow response to intra-brachial infusion of bradykinin and N(G) monomethyl-L-arginine (L-NMMA). A higher FXIIa was independently associated with higher triglycerides (P<0.001), BMI (P=0.001), alcohol consumption (P=0.003) and vWF (P<0.001) in non-diabetic subjects and with insulin dose (P=0.009), total cholesterol (P=0.02) and alcohol (P<0.001) in diabetic subjects. Diabetic subjects had lower FXIIa (1.55 ng/ml) than non-diabetic subjects (1.92 ng/ml, P<0.001). Higher FXIIa was associated with lower response to bradykinin (P=0.048) and to L-NMMA (P=0.029). FXIIa was positively associated with CAC (odds ratio=1.57 for every 1 ng/ml higher FXIIa, P=0.005) but not independently of other risk factors (odds ratio=1.1 on adjustment). 46C>T genotype explained 18% of the variance in FXIIa (P<0.001) but was not associated with CAC (P=0.6). We conclude that plasma FXIIa is under strong genetic control but also reflects plasma triglycerides and endothelial activation or dysfunction. FXIIa appears unlikely to be directly atherogenic but may be a useful marker of coronary atherosclerosis because of its association with these other factors. Type 1 diabetes is associated with lower levels of FXIIa despite a greater prevalence of atherosclerosis.