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1.
Diabetologia ; 67(1): 190-198, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37870649

ABSTRACT

AIMS/HYPOTHESIS: While the risk factors for diabetic peripheral neuropathy (DPN) are now well recognised, the risk factors for painful DPN remain unknown. We performed analysis of the EURODIAB Prospective Complications Study data to elucidate the incidence and risk factors of painful DPN. METHODS: The EURODIAB Prospective Complications Study recruited 3250 participants with type 1 diabetes who were followed up for 7.3±0.6 (mean ± SD) years. To evaluate DPN, a standardised protocol was used, including clinical assessment, quantitative sensory testing and autonomic function tests. Painful DPN (defined as painful neuropathic symptoms in the legs in participants with confirmed DPN) was assessed at baseline and follow-up. RESULTS: At baseline, 234 (25.2%) out of 927 participants with DPN had painful DPN. At follow-up, incident DPN developed in 276 (23.5%) of 1172 participants. Of these, 41 (14.9%) had incident painful DPN. Most of the participants who developed incident painful DPN were female (73% vs 48% painless DPN p=0.003) and this remained significant after adjustment for duration of diabetes and HbA1c (OR 2.69 [95% CI 1.41, 6.23], p=0.004). The proportion of participants with macro- or microalbuminuria was lower in those with painful DPN compared with painless DPN (15% vs 34%, p=0.02), and this association remained after adjusting for HbA1c, diabetes duration and sex (p=0.03). CONCLUSIONS/INTERPRETATION: In this first prospective study to investigate the risk factors for painful DPN, we definitively demonstrate that female sex is a risk factor for painful DPN. Additionally, there is less evidence of diabetic nephropathy in incident painful, compared with painless, DPN. Thus, painful DPN is not driven by cardiometabolic factors traditionally associated with microvascular disease. Sex differences may therefore play an important role in the pathophysiology of neuropathic pain in diabetes. Future studies need to look at psychosocial, genetic and other factors in the development of painful DPN.


Subject(s)
Diabetes Complications , Diabetes Mellitus, Type 1 , Diabetic Neuropathies , Female , Humans , Male , Diabetic Neuropathies/epidemiology , Prospective Studies , Risk Factors , Diabetes Complications/complications , Diabetes Mellitus, Type 1/complications
2.
Diabetologia ; 65(7): 1169-1178, 2022 07.
Article in English | MEDLINE | ID: mdl-35411407

ABSTRACT

AIMS: The aim of this prospective study was to examine CVD risk reduction in type 1 diabetes (1) for people with favourable cardiovascular health metrics and (2) by clustering of these metrics. METHODS: Data from 2313 participants from the EURODIAB Prospective Complications Study were analysed. All had type 1 diabetes (51% men, mean ± SD age 32 ± 9 years). Seven cardiovascular health metrics were studied-smoking, BMI, physical activity, a diet score, total cholesterol/HDL-cholesterol ratio, combined systolic and diastolic BP and HbA1c-divided into favourable/less favourable categories. Cox proportional hazards models were used to calculate HRs (95% CIs) of incident CVD for each metric. Clusters were made by scoring each individual by the number of favourable metrics. RESULTS: A total of 163 people developed incident CVD during a mean ± SD follow-up of 7.2 ± 1.3 years. Participants with more favourable HbA1c levels of <57 mmol/mol (<7.4%) had a 37% significantly lower CVD risk than those with a less favourable HbA1c (HR [95% CI] 0.63 [0.44, 0.91]), and participants with a more favourable BP (systolic BP <112 mmHg and diastolic BP <70 mmHg) had a 44% significantly lower CVD risk than participants in the less favourable BP group (HR [95% CI] 0.56 [0.34, 0.92]). There was a dose-response relation with a lower HR observed with greater clustering of more favourable metrics: people with four or more favourable metrics had an HR of 0.37 (95% CI 0.18, 0.76), adjusted for sex and age at diabetes diagnosis, compared with those with no favourable metrics. CONCLUSIONS/INTERPRETATION: Low HbA1c and low BP were protective cardiovascular health metrics in our study of people with type 1 diabetes. Targeting all cardiovascular health metrics could be more effective in preventing CVD than targeting single metrics.


Subject(s)
Cardiovascular Diseases , Diabetes Mellitus, Type 1 , Adult , Blood Pressure , Cardiovascular Diseases/prevention & control , Cholesterol , Cluster Analysis , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 1/epidemiology , Female , Humans , Male , Prospective Studies , Risk Factors , Young Adult
3.
Cardiovasc Diabetol ; 16(1): 139, 2017 10 25.
Article in English | MEDLINE | ID: mdl-29070037

ABSTRACT

BACKGROUND: Altered regulation of extracellular matrix (ECM) composition by matrix metalloproteinases (MMPs) and tissue inhibitors of metalloproteinase (TIMPs) may contribute to arterial stiffening. We investigated associations between circulating MMP-1, -2, -3, -9, -10 and TIMP-1, and carotid-femoral pulse wave velocity (cfPWV) and pulse pressure (PP), as markers of arterial stiffness in type 1 diabetic patients. METHODS: Individuals with type 1 diabetes from three different cohorts were included in this study: EURODIAB Prospective Complications study (n = 509), LEACE (n = 370) and PROFIL (n = 638). Linear regression analyses were used to investigate cross-sectional associations between circulating levels of MMP-1, -2, -3, -9, -10, and TIMP-1 and cfPWV (n = 614) as well as office PP (n = 1517). Data on 24-h brachial and 24-h central PP were available in 638 individuals from PROFIL. Analyses were adjusted for age, sex, duration of diabetes, HbA1c, mean arterial pressure (MAP), and eGFR, and additionally for other cardiovascular risk factors and presence of vascular complications. RESULTS: After adjustment for potential confounders and presence of vascular complications, circulating MMP-3 was associated with cfPWV [ß per 1 SD higher lnMMP3 0.29 m/s (0.02; 0.55)]. In addition, brachial and central 24-h PP measurements in PROFIL were significantly associated with MMP-2 [(1.40 (0.47:2.33) and 1.43 (0.63:2.23)]. Pooled data analysis showed significant associations of circulating levels of MMP-1 and MMP-2 with office PP [ß per 1 SD higher lnMMP-1 and lnMMP-2 = - 0.83 mmHg (95% CI - 1.50; - 0.16) and = 1.33 mmHg (0.55; 2.10), respectively]. CONCLUSIONS: MMPs-1, -2, and -3 are independently associated with markers of arterial stiffening in patients with type 1 diabetes and may become therapeutic targets.


Subject(s)
Diabetes Mellitus, Type 1/blood , Matrix Metalloproteinase 1/blood , Matrix Metalloproteinase 2/blood , Matrix Metalloproteinase 3/blood , Tissue Inhibitor of Metalloproteinase-1/blood , Vascular Stiffness/physiology , Adult , Aged , Biomarkers/blood , Cohort Studies , Cross-Sectional Studies , Diabetes Mellitus, Type 1/diagnosis , Diabetes Mellitus, Type 1/epidemiology , Europe/epidemiology , Female , Humans , Male , Middle Aged , Prospective Studies , Pulse Wave Analysis/methods
4.
Diabetologia ; 59(2): 299-306, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26577796

ABSTRACT

AIMS/HYPOTHESIS: In an individual-level analysis we examined the effect of atorvastatin on glycaemia progression in type 2 diabetes and whether glycaemia effects reduce the prevention of cardiovascular disease (CVD) with atorvastatin. METHODS: The study population comprised 2,739 people taking part in the Collaborative Atorvastatin Diabetes Study (CARDS) who were randomised to receive atorvastatin 10 mg or placebo and who had post-randomisation HbA1c data. This secondary analysis used Cox regression to estimate the effect of atorvastatin on glycaemia progression, defined as an increase in HbA1c of ≥ 0.5% (5.5 mmol/mol) or intensification of diabetes therapy. Mixed models were used to estimate the effect of atorvastatin on HbA1c as a continuous endpoint. RESULTS: Glycaemia progression occurred in 73.6% of participants allocated placebo and 78.1% of those allocated atorvastatin (HR 1.18 [95% CI 1.08, 1.29], p < 0.001) by the end of follow-up. The HR was 1.22 (95% CI 1.19, 1.35) in men and 1.11 (95% CI 0.95, 1.29) in women (p = 0.098 for the sex interaction). A similar effect was seen in on-treatment analyses: HR 1.20 (95% CI 1.07, 1.35), p = 0.001. The net mean treatment effect on HbA1c was 0.14% (95% CI 0.08, 0.21) (1.5 mmol/mol). The effect did not increase through time. Diabetes treatment intensification alone did not differ with statin allocation. Neither baseline nor 1-year-attained HbA1c predicted subsequent CVD, and the atorvastatin effect on CVD did not vary by HbA1c change (interaction p value 0.229). CONCLUSIONS/INTERPRETATION: The effect of atorvastatin 10 mg on glycaemia progression among those with diabetes is statistically significant but very small, is not significantly different between sexes, does not increase with duration of statin and does not have an impact on the magnitude of CVD risk reduction with atorvastatin.


Subject(s)
Anticholesteremic Agents/pharmacology , Atorvastatin/pharmacology , Blood Glucose/drug effects , Diabetes Mellitus, Type 2/drug therapy , Adult , Aged , Anticholesteremic Agents/therapeutic use , Atorvastatin/therapeutic use , Blood Glucose/metabolism , Diabetes Mellitus, Type 2/metabolism , Diabetes Mellitus, Type 2/pathology , Disease Progression , Female , Glycated Hemoglobin/drug effects , Glycated Hemoglobin/metabolism , Humans , Ireland , Male , Middle Aged , United Kingdom
5.
Diabetologia ; 58(7): 1494-502, 2015 Jul.
Article in English | MEDLINE | ID: mdl-25899452

ABSTRACT

AIMS/HYPOTHESIS: We investigated whether atorvastatin 10 mg daily lowered C-reactive protein (CRP) and whether the effects of atorvastatin on cardiovascular disease (CVD) varied by achieved levels of CRP and LDL-cholesterol. METHODS: CRP levels were measured at baseline and 1 year after randomisation to atorvastatin in 2,322 patients with type 2 diabetes (40-75 years, 69% males) in a secondary analysis of the Collaborative Atorvastatin Diabetes Study, a randomised placebo-controlled trial. We used Cox regression models to test the effects on subsequent CVD events (n = 147) of CRP and LDL-cholesterol lowering at 1 year. RESULTS: After 1 year, the atorvastatin arm showed a net CRP lowering of 32% (95% CI -40%, -22%) compared with placebo. The CRP response was highly variable, with 45% of those on atorvastatin having no decrease in CRP (median [interquartile range, IQR] per cent change -9.8% [-57%, 115%]). The LDL-cholesterol response was less variable, with a median (IQR) within-person per cent change of -41% (-51%, -31%). Baseline CRP did not predict CVD over 3.8 years of follow-up (HRper SD log 0.89 [95% CI 0.75, 1.06]), whereas baseline LDL-cholesterol predicted CVD (HRper SD 1.21 [95% CI 1.02, 1.44]), as did on-treatment LDL-cholesterol. There was no significant difference in the reduction in CVD by atorvastatin, with above median (HR 0.57) or below median (HR 0.52) change in CRP or change in LDL-cholesterol (HR 0.61 vs 0.50). CONCLUSIONS/INTERPRETATION: CRP was not a strong predictor of CVD. Statin efficacy did not vary with achieved CRP despite considerable variability in CRP response. The use of CRP as an indicator of efficacy of statin therapy on CVD risk in patients with type 2 diabetes is not supported by these data. Trial registration NCT00327418.


Subject(s)
Atorvastatin/therapeutic use , C-Reactive Protein/analysis , Cardiovascular Diseases/prevention & control , Diabetes Mellitus, Type 2/complications , Diabetic Angiopathies/prevention & control , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Adult , Aged , Cardiovascular Diseases/epidemiology , Cholesterol, LDL/blood , Diabetic Angiopathies/epidemiology , Female , Humans , Male , Middle Aged
6.
Cardiovasc Diabetol ; 14: 31, 2015 Mar 10.
Article in English | MEDLINE | ID: mdl-25848912

ABSTRACT

BACKGROUND: Impaired regulation of extracellular matrix remodeling by matrix metalloproteinases (MMPs) and tissue inhibitor of metalloproteinase (TIMP) may contribute to vascular complications in patients with type 1 diabetes. We investigated associations between plasma MMP-1, -2, -3, -9, -10 and TIMP-1, and cardiovascular disease (CVD) or microvascular complications in type 1 diabetic patients. We also evaluated to which extent these associations could be explained by low-grade inflammation (LGI) or endothelial dysfunction (ED). METHODS: 493 type 1 diabetes patients (39.5 ± 9.9 years old, 51% men) from the EURODIAB Prospective Complications Study were included. Linear regression analysis was applied to investigate differences in plasma levels of MMP-1, -2, -3, -9, -10, and TIMP-1 between patients with and without CVD, albuminuria or retinopathy. All analyses were adjusted for age, sex, duration of diabetes, Hba1c and additionally for other cardiovascular risk factors including LGI and ED. RESULTS: Patients with CVD (n = 118) showed significantly higher levels of TIMP-1 [ß = 0.32 SD (95%CI: 0.12; 0.52)], but not of MMPs, than patients without CVD (n = 375). Higher plasma levels of MMP-2, MMP-3, MMP-10 and TIMP-1 were associated with higher levels of albuminuria (p-trends were 0.028, 0.004, 0.005 and 0.001, respectively). Severity of retinopathy was significantly associated with higher levels of MMP-2 (p-trend = 0.017). These associations remained significant after further adjustment for markers of LGI and ED. CONCLUSIONS: These data support the hypothesis that impaired regulation of matrix remodeling by actions of MMP-2, -3 and-10 and TIMP-1 contributes to the pathogenesis of vascular complications in type 1 diabetes.


Subject(s)
Diabetes Mellitus, Type 1/blood , Matrix Metalloproteinase 10/blood , Matrix Metalloproteinase 2/blood , Matrix Metalloproteinase 3/blood , Tissue Inhibitor of Metalloproteinase-1/blood , Vascular Diseases/blood , Adult , Biomarkers/blood , Cohort Studies , Cross-Sectional Studies , Diabetes Complications/blood , Diabetes Complications/diagnosis , Diabetes Complications/epidemiology , Diabetes Mellitus, Type 1/diagnosis , Diabetes Mellitus, Type 1/epidemiology , Europe/epidemiology , Female , Humans , Male , Middle Aged , Prospective Studies , Vascular Diseases/diagnosis , Vascular Diseases/epidemiology
7.
Cardiovasc Diabetol ; 14: 67, 2015 May 30.
Article in English | MEDLINE | ID: mdl-26025465

ABSTRACT

BACKGROUND: Low circulating levels of total vitamin D [25(OH)D] and 25(OH)D3 have been associated with vascular complications in few studies on individuals with type 1 diabetes. However, these measures are affected by UV light exposure. Circulating 25(OH)D2, however, solely represents dietary intake of vitamin D2, but its association with complications of diabetes is currently unknown. We investigated the associations between 25(OH)D2 and 25(OH)D3 and the prevalence of albuminuria, retinopathy and cardiovascular disease (CVD) in individuals with type 1 diabetes. METHODS: We measured circulating 25(OH)D2 and 25(OH)D3 in 532 individuals (40 ± 10 years old, 51 % men) with type 1 diabetes who participated in the EURODIAB Prospective Complications Study. Cross-sectional associations of 25(OH)D2 and 25(OH)D3 with albuminuria, retinopathy and CVD were assessed with multiple logistic regression analyses adjusted for age, sex, season, BMI, smoking, HbA1c, total-HDL-cholesterol-ratio, systolic blood pressure, antihypertensive medication, eGFR, physical activity, alcohol intake, albuminuria, retinopathy and CVD, as appropriate. RESULTS: Fully adjusted models revealed that 1 nmol/L higher 25(OH)D2 and 10 nmol/L higher 25(OH)D3 were associated with lower prevalence of macroalbuminuria with ORs (95 % CI) of 0.56 (0.43;0.74) and 0.82 (0.72;0.94), respectively. These vitamin D species were not independently associated with microalbuminuria, non-proliferative and proliferative retinopathy or CVD. CONCLUSIONS: In individuals with type 1 diabetes, both higher 25(OH)D2 and 25(OH)D3 are associated with a lower prevalence of macroalbuminuria, but not of retinopathy and CVD. Prospective studies are needed to further examine the associations between 25(OH)D2 and 25(OH)D3 and the development of microvascular complications and CVD in type 1 diabetes.


Subject(s)
25-Hydroxyvitamin D 2/blood , Albuminuria/epidemiology , Calcifediol/blood , Cardiovascular Diseases/epidemiology , Diabetic Retinopathy/epidemiology , Vitamin D Deficiency/epidemiology , 25-Hydroxyvitamin D 2/deficiency , Adult , Albuminuria/blood , Calcifediol/deficiency , Cardiovascular Diseases/blood , Cardiovascular Diseases/etiology , Cohort Studies , Cross-Sectional Studies , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 1/complications , Diabetic Angiopathies/blood , Diabetic Angiopathies/epidemiology , Diabetic Angiopathies/etiology , Diabetic Retinopathy/blood , Diabetic Retinopathy/etiology , Female , Humans , Logistic Models , Male , Middle Aged , Prospective Studies , Risk Factors , Vitamin D Deficiency/blood
8.
Diabetologia ; 57(11): 2315-23, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25172228

ABSTRACT

AIMS/HYPOTHESIS: High dietary salt intake has been associated with elevated BP and may also have a deleterious effect on microvascular complications. We studied the cross-sectional associations between dietary salt intake (estimated from 24 h urinary sodium excretion) and urinary potassium excretion on the one hand, and the prevalence of microvascular complications on the other, in individuals with type 1 diabetes. METHODS: We measured sodium and potassium concentrations in two 24 h urine samples in 1,212 individuals with type 1 diabetes (40 ± 10 years old, 51% men) who participated in the EURODIAB Prospective Complications Study. We used multiple logistic regression analyses to investigate associations between dietary salt intake and microvascular complications adjusted for age and sex, and additionally for BMI, smoking, urinary potassium excretion, antihypertensive medication and physical activity, and total energy, protein, alcohol, saturated fat and fibre intake. RESULTS: After full adjustment, 1 g/day higher dietary salt intake was positively associated with the presence of microalbuminuria (OR 1.06 [95% CI 1.01, 1.10]), but not macroalbuminuria (OR 0.99 [95% CI 0.94, 1.05]), non-proliferative retinopathy (OR 1.00 (95% CI 0.96, 1.04]) or proliferative retinopathy (OR 1.02 (95% CI 0.95, 1.08]). After excluding individuals with cardiovascular disease and/or antihypertensive medication (n = 418), we found a non-significant association with microalbuminuria (OR 1.04 [95% CI 0.99, 1.10]) and macroalbuminuria (OR 1.05 [95% CI 0.96, 1.16]). The association between dietary salt intake and microalbuminuria was stronger in individuals with a BMI above 25 kg/m(2) (OR 1.11 [95% CI 1.04, 1.18]) than in those with BMI below 25 kg/m(2) (OR 1.03 [95% CI 0.97, 1.09]). No significant associations were found between urinary potassium excretion and microvascular complications. CONCLUSIONS/INTERPRETATION: In individuals with type 1 diabetes, higher dietary salt intake, as determined by 24 h urinary sodium excretion, may be positively associated with microalbuminuria, particularly in overweight individuals.


Subject(s)
Albuminuria/etiology , Diabetes Mellitus, Type 1/complications , Diabetic Retinopathy/complications , Adult , Albuminuria/physiopathology , Albuminuria/urine , Cross-Sectional Studies , Diabetes Complications , Diabetes Mellitus, Type 1/physiopathology , Diabetes Mellitus, Type 1/urine , Diabetic Retinopathy/physiopathology , Diabetic Retinopathy/urine , Female , Humans , Male , Middle Aged , Overweight/urine , Potassium/urine , Prospective Studies , Sodium/urine , Sodium, Dietary/adverse effects
9.
Diabetologia ; 57(11): 2304-14, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25186291

ABSTRACT

AIMS/HYPOTHESIS: Type 1 diabetes is associated with a higher risk of major vascular complications and death. A reliable method that predicted these outcomes early in the disease process would help in risk classification. We therefore developed such a prognostic model and quantified its performance in independent cohorts. METHODS: Data were analysed from 1,973 participants with type 1 diabetes followed for 7 years in the EURODIAB Prospective Complications Study. Strong prognostic factors for major outcomes were combined in a Weibull regression model. The performance of the model was tested in three different prospective cohorts: the Pittsburgh Epidemiology of Diabetes Complications study (EDC, n = 554), the Finnish Diabetic Nephropathy study (FinnDiane, n = 2,999) and the Coronary Artery Calcification in Type 1 Diabetes study (CACTI, n = 580). Major outcomes included major CHD, stroke, end-stage renal failure, amputations, blindness and all-cause death. RESULTS: A total of 95 EURODIAB patients with type 1 diabetes developed major outcomes during follow-up. Prognostic factors were age, HbA1c, WHR, albumin/creatinine ratio and HDL-cholesterol level. The discriminative ability of the model was adequate, with a concordance statistic (C-statistic) of 0.74. Discrimination was similar or even better in the independent cohorts, the C-statistics being: EDC, 0.79; FinnDiane, 0.82; and CACTI, 0.73. CONCLUSIONS/INTERPRETATION: Our prognostic model, which uses easily accessible clinical features can discriminate between type 1 diabetes patients who have a good or a poor prognosis. Such a prognostic model may be helpful in clinical practice and for risk stratification in clinical trials.


Subject(s)
Diabetes Mellitus, Type 1/physiopathology , Adult , Diabetes Mellitus, Type 1/metabolism , Female , Glycated Hemoglobin/metabolism , Humans , Male , Models, Theoretical , Prognosis , Prospective Studies
10.
Eur J Nutr ; 52(7): 1701-10, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23224030

ABSTRACT

BACKGROUND/OBJECTIVES: Individuals with type 1 diabetes have a high risk of developing cardiovascular diseases, and it has been reported that they consume a high atherogenic diet. We examined how nutrient intake and adherence to current European nutritional recommendations evolved in a large cohort of European individuals with type 1 diabetes over a period of 7 years. SUBJECTS/METHODS: We analysed data from the EURODIAB Prospective Complications Study, a European multicentre prospective cohort study. Standardized 3-day dietary records were employed in individuals with type 1 diabetes. One thousand one hundred and two patients (553 men, 549 women, baseline age 33 ± 10 years, duration 15 ± 9 years) had complete nutritional data available at baseline and after 7 years. We calculated mean differences in reported nutrients over time and adjusted these for age, gender, HbA1c and BMI with ANOVA models. RESULTS: Compared to baseline, there were minor changes in nutrients. Reported protein (-0.35% energy (en), fat (-1.07% en), saturated fat (-0.25% en) and cholesterol (-7.42 mg/1000 kcal) intakes were lower, whereas carbohydrate (+1.23% en) and fibre (+0.46 g/1000 kcal) intakes were higher at the 7-year follow-up. European recommendations for adequate nutrient intakes were followed in individuals with type 1 diabetes for protein (76% at baseline and 78% at follow-up), moderately for fat (34, 40%), carbohydrate (34, 41%) and cholesterol (39, 47%), but poorly for fibre (1.4, 2.4%) and saturated fat (11, 13%). CONCLUSION: European individuals with type 1 diabetes consume a high atherogenic diet as few patients met recommendations for dietary fibre and saturated fat. This study showed minor changes in dietary nutrients and energy intakes over a period of 7 years. Nutrition education needs particular focus on strategies to increase dietary fibre and reduce saturated fat to exploit their potential benefit.


Subject(s)
Cardiovascular Diseases/epidemiology , Diabetes Mellitus, Type 1/epidemiology , Diet, Atherogenic , Adolescent , Adult , Body Mass Index , Body Weight , Cardiovascular Diseases/complications , Cholesterol/blood , Cholesterol, Dietary/administration & dosage , Diabetes Mellitus, Type 1/complications , Diet Records , Dietary Carbohydrates/administration & dosage , Dietary Fiber/administration & dosage , Dietary Proteins/administration & dosage , Energy Intake , Female , Follow-Up Studies , Humans , Insulin/administration & dosage , Male , Middle Aged , Motor Activity , Nutrition Assessment , Nutritional Status , Prospective Studies , Recommended Dietary Allowances , White People , Young Adult
11.
J Lipid Res ; 53(5): 1000-1011, 2012 May.
Article in English | MEDLINE | ID: mdl-22368281

ABSTRACT

We carried out a genome-wide association study (GWAS) of LDL-c response to statin using data from participants in the Collaborative Atorvastatin Diabetes Study (CARDS; n = 1,156), the Anglo-Scandinavian Cardiac Outcomes Trial (ASCOT; n = 895), and the observational phase of ASCOT (n = 651), all of whom were prescribed atorvastatin 10 mg. Following genome-wide imputation, we combined data from the three studies in a meta-analysis. We found associations of LDL-c response to atorvastatin that reached genome-wide significance at rs10455872 (P = 6.13 × 10(-9)) within the LPA gene and at two single nucleotide polymorphisms (SNP) within the APOE region (rs445925; P = 2.22 × 10(-16) and rs4420638; P = 1.01 × 10(-11)) that are proxies for the ε2 and ε4 variants, respectively, in APOE. The novel association with the LPA SNP was replicated in the PROspective Study of Pravastatin in the Elderly at Risk (PROSPER) trial (P = 0.009). Using CARDS data, we further showed that atorvastatin therapy did not alter lipoprotein(a) [Lp(a)] and that Lp(a) levels accounted for all of the associations of SNPs in the LPA gene and the apparent LDL-c response levels. However, statin therapy had a similar effect in reducing cardiovascular disease (CVD) in patients in the top quartile for serum Lp(a) levels (HR = 0.60) compared with those in the lower three quartiles (HR = 0.66; P = 0.8 for interaction). The data emphasize that high Lp(a) levels affect the measurement of LDL-c and the clinical estimation of LDL-c response. Therefore, an apparently lower LDL-c response to statin therapy may indicate a need for measurement of Lp(a). However, statin therapy seems beneficial even in those with high Lp(a).


Subject(s)
Cholesterol, LDL/blood , Genome-Wide Association Study , Heptanoic Acids/pharmacology , Pyrroles/pharmacology , Receptors, Lysophosphatidic Acid/genetics , Adult , Aged , Atorvastatin , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/genetics , Female , Genotype , Glucosyltransferases/genetics , Heptanoic Acids/therapeutic use , Humans , Hypertension/blood , Hypertension/drug therapy , Hypertension/genetics , Male , Middle Aged , Placebo Effect , Polymorphism, Single Nucleotide/genetics , Pyrroles/therapeutic use , Randomized Controlled Trials as Topic , Treatment Outcome
13.
Am J Kidney Dis ; 54(5): 810-9, 2009 Nov.
Article in English | MEDLINE | ID: mdl-19540640

ABSTRACT

BACKGROUND: We examined whether atorvastatin affects diabetic kidney disease and whether the effect of atorvastatin on cardiovascular disease (CVD) varies by kidney status in patients with diabetes. STUDY DESIGN: The Collaborative Atorvastatin Diabetes Study (CARDS) randomized placebo-controlled trial. SETTING & PARTICIPANTS: Patients with type 2 diabetes and no prior CVD (n = 2,838). INTERVENTION: Random allocation to atorvastatin, 10 mg/d, or placebo, with a median follow-up of 3.9 years. OUTCOMES: Estimated glomerular filtration rate (eGFR), albuminuria, CVD. MEASUREMENTS: Baseline and follow-up GFRs were estimated by using the Modification of Diet in Renal Disease Study equation. Urinary albumin-creatinine ratio was measured on spot urine samples. RESULTS: At baseline, 34% of patients had an eGFR of 30 to 60 mL/min/1.73 m(2). Atorvastatin treatment was associated with a modest improvement in annual change in eGFR (net, 0.18 mL/min/1.73 m(2)/y; 95% confidence interval [CI], 0.04 to 0.32; P = 0.01) that was most apparent in those with albuminuria (net improvement, 0.38 mL/min/1.73 m(2)/y; P = 0.03). At baseline, 21.5% of patients had albuminuria and an additional 6.8% developed albuminuria during follow-up. Atorvastatin did not influence the incidence of albuminuria (hazard ratio, 1.49; 95% CI, 0.73 to 3.04; P = 0.3) or regression to normoalbuminuria (hazard ratio, 1.19; 95% CI, 0.57 to 2.49; P = 0.6). In 970 patients with a moderately decreased eGFR of 30 to 60 mL/min/1.73 m(2), there was a 42% reduction in major CVD events with treatment, including a 61% reduction in stroke. This treatment effect was similar to the 37% (95% CI, 17 to 52; P < 0.001) reduction in CVD observed in the study overall (P = 0.4 for the eGFR-treatment interaction). LIMITATIONS: Low incidence rates of albuminuria and transition to more severe kidney status limit power to detect treatment effects. CONCLUSIONS: A modest beneficial effect of atorvastatin on eGFR, particularly in those with albuminuria, was observed. Atorvastatin did not influence albuminuria incidence. Atorvastatin was effective at decreasing CVD in those with and without a moderately decreased eGFR and achieved a high absolute benefit.


Subject(s)
Albuminuria/etiology , Albuminuria/prevention & control , Cardiovascular Diseases/etiology , Cardiovascular Diseases/prevention & control , Diabetes Mellitus, Type 2/complications , Diabetic Nephropathies/etiology , Diabetic Nephropathies/prevention & control , Heptanoic Acids/therapeutic use , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Pyrroles/therapeutic use , Aged , Atorvastatin , Female , Glomerular Filtration Rate , Humans , Male , Middle Aged
14.
N Engl J Med ; 352(4): 341-50, 2005 Jan 27.
Article in English | MEDLINE | ID: mdl-15673800

ABSTRACT

BACKGROUND: Other than glycemic control, there are no treatments for diabetic neuropathy. Thus, identifying potentially modifiable risk factors for neuropathy is crucial. We studied risk factors for the development of distal symmetric neuropathy in 1172 patients with type 1 diabetes mellitus from 31 centers participating in the European Diabetes (EURODIAB) Prospective Complications Study. METHODS: Neuropathy was assessed at baseline (1989 to 1991) and at follow-up (1997 to 1999), with a mean (+/-SD) follow-up of 7.3+/-0.6 years. A standardized protocol included clinical evaluation, quantitative sensory testing, and autonomic-function tests. Serum lipids and lipoproteins, glycosylated hemoglobin, and the urinary albumin excretion rate were measured in a central laboratory. RESULTS: At follow-up, neuropathy had developed in 276 of 1172 patients without neuropathy at baseline (23.5 percent). The cumulative incidence of neuropathy was related to the glycosylated hemoglobin value and the duration of diabetes. After adjustment for these factors, we found that higher levels of total and low-density lipoprotein cholesterol and triglycerides, a higher body-mass index, higher von Willebrand factor levels and urinary albumin excretion rate, hypertension, and smoking were all significantly associated with the cumulative incidence of neuropathy. After adjustment for other risk factors and diabetic complications, we found that duration of diabetes, current glycosylated hemoglobin value, change in glycosylated hemoglobin value during the follow-up period, body-mass index, and smoking remained independently associated with the incidence of neuropathy. Cardiovascular disease at baseline was associated with double the risk of neuropathy, independent of cardiovascular risk factors. CONCLUSIONS: This prospective study indicates that, apart from glycemic control, the incidence of neuropathy is associated with potentially modifiable cardiovascular risk factors, including a raised triglyceride level, body-mass index, smoking, and hypertension.


Subject(s)
Cardiovascular Diseases/complications , Diabetes Mellitus, Type 1/complications , Diabetic Neuropathies/etiology , Glycated Hemoglobin/metabolism , Adult , Body Mass Index , Cholesterol/blood , Diabetes Mellitus, Type 1/blood , Diabetic Neuropathies/diagnosis , Female , Follow-Up Studies , Humans , Logistic Models , Male , Multivariate Analysis , Prospective Studies , Risk Factors , Smoking/adverse effects , Triglycerides/blood
15.
Diab Vasc Dis Res ; 5(3): 177-83, 2008 Sep.
Article in English | MEDLINE | ID: mdl-18777490

ABSTRACT

The objective of this study was to evaluate the safety and tolerability of atorvastatin 10 mg compared with placebo in 2,838 patients with type 2 diabetes and no history of coronary heart disease who were enrolled in the Collaborative Atorvastatin Diabetes Study (CARDS) and followed for 3.9 years. The percentages of patients experiencing treatment-associated adverse events (AEs), serious AEs and discontinuations due to AEs in the atorvastatin (n=1,428) and placebo (n=1,410) groups were 23.0% vs. 25.4%, 1.1% vs. 1.1% and 2.9% vs. 3.4%, respectively. The most common treatment-associated AEs in the atorvastatin and placebo groups were digestive system-related (8.9% vs. 10.0%). All-cause and treatment-associated myalgia were reported in 4.0% and 1.0% of atorvastatin-treated patients, and 4.8% and 1.2% of placebo-treated patients. An analysis of selected AEs by tertiles of baseline low-density lipoprotein (LDL) cholesterol showed no relationship between LDL cholesterol levels and the incidence of myalgia, cancer or nervous system AEs in either treatment group. Overall, these data demonstrate that atorvastatin 10 mg was well tolerated in patients with type 2 diabetes during long-term treatment.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Heptanoic Acids/adverse effects , Hydroxymethylglutaryl-CoA Reductase Inhibitors/adverse effects , Pyrroles/adverse effects , Adult , Aged , Atorvastatin , Cholesterol, LDL/blood , Diabetes Mellitus, Type 2/metabolism , Double-Blind Method , Female , Gastrointestinal Diseases/chemically induced , Heptanoic Acids/administration & dosage , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/administration & dosage , Ireland , Male , Middle Aged , Muscular Diseases/chemically induced , Practice Guidelines as Topic , Pyrroles/administration & dosage , Time Factors , Treatment Outcome , United Kingdom
16.
Diabetes Care ; 29(1): 26-31, 2006 Jan.
Article in English | MEDLINE | ID: mdl-16373891

ABSTRACT

OBJECTIVE: Glucose intolerance is a risk factor for coronary disease, but there is uncertainty about the shape of the dose-response relationship between glucose level and risk of coronary mortality. We examined the prospective relation of 2-h postload blood glucose (2hBG) with coronary and other major causes of mortality over 33 years. RESEARCH DESIGN AND METHODS: A 50-g oral glucose tolerance test (OGTT) was performed at baseline (1967-1969) in 17,869 male civil servants aged 40-64 years. RESULTS: There were 3,561 coronary deaths during 451,787 person-years of observation. All-cause, cardiovascular, and respiratory mortality were elevated among participants with glucose intolerance. The hazard of coronary mortality rose from 2hBG = 4.6 mmol/l (83 mg/dl [95% CI 4.2-5.3]). The dose-response relation was best fitted by a single slope above this level, with no evidence of nonlinearity, compared with Cox models using other threshold levels, and those containing log 2hBG terms. There was no evidence for a dose-response relationship below 2hBG = 4.6 mmol/l. Between this level and 11.1 mmol/l (200 mg/dl), the age-adjusted hazard ratio was 3.62 (95% CI 2.3-5.6). The graded relationship was attenuated by 45% after adjustment for baseline coronary heart disease (CHD), BMI, systolic blood pressure, blood cholesterol, smoking, physical activity, lung function, and employment grade. CONCLUSIONS: A threshold model with linear slope best described the dose-response relationship between postload blood glucose and CHD mortality risk.


Subject(s)
Blood Glucose/metabolism , Coronary Disease/mortality , Adult , Body Height , Body Mass Index , Body Weight , Cause of Death , Glucose Tolerance Test , Humans , Hyperglycemia/blood , Hyperglycemia/epidemiology , London/epidemiology , Middle Aged , Reference Values , Risk Factors , Smoking , Survival Analysis
17.
Diabetes Care ; 29(11): 2378-84, 2006 Nov.
Article in English | MEDLINE | ID: mdl-17065671

ABSTRACT

OBJECTIVE: Rates of cardiovascular disease are highest in the elderly. Lipid-lowering statin therapy reduces the proportional risk as effectively in older patients as in younger individuals; however, limited data are available for elderly patients with type 2 diabetes. We conducted a post hoc analysis to compare the efficacy and safety of atorvastatin among 1,129 patients aged 65-75 years at randomization with 1,709 younger patients in the Collaborative Atorvastatin Diabetes Study (CARDS). RESEARCH DESIGN AND METHODS: CARDS was a randomized placebo-controlled trial of 10 mg/day atorvastatin for primary prevention of cardiovascular disease in patients aged 40-75 years with LDL cholesterol concentrations

Subject(s)
Anticholesteremic Agents/administration & dosage , Coronary Disease/mortality , Coronary Disease/prevention & control , Diabetes Mellitus, Type 2/mortality , Heptanoic Acids/administration & dosage , Pyrroles/administration & dosage , Adult , Age Distribution , Aged , Angina, Unstable/mortality , Angina, Unstable/prevention & control , Anticholesteremic Agents/adverse effects , Atorvastatin , Female , Heptanoic Acids/adverse effects , Humans , Male , Middle Aged , Myocardial Infarction/mortality , Myocardial Infarction/prevention & control , Pyrroles/adverse effects , Risk Factors , Risk Reduction Behavior , Stroke/mortality , Stroke/prevention & control
18.
Diabetes Care ; 29(4): 798-804, 2006 Apr.
Article in English | MEDLINE | ID: mdl-16567818

ABSTRACT

OBJECTIVE: To estimate the absolute and relative risk of cardiovascular disease (CVD) in patients with type 1 diabetes in the U.K. RESEARCH DESIGN AND METHODS: Subjects with type 1 diabetes (n = 7,479) and five age- and sex-matched subjects without diabetes (n = 38,116) and free of CVD at baseline were selected from the General Practice Research Database (GPRD), a large primary care database representative of the U.K. population. Incident major CVD events, comprising myocardial infarction, acute coronary heart disease death, coronary revascularizations, or stroke, were captured for the period 1992-1999. RESULTS: The hazard ratio (HR) for major CVD was 3.6 (95% CI 2.9-4.5) in type 1 diabetic men compared with those without diabetes and 7.7 (5.5-10.7) in women. Increased HRs were found for acute coronary events (3.0 and 7.6 in type 1 diabetic men and women, respectively, versus nondiabetic subjects), coronary revascularizations (5.0 in men, 16.8 in women), and for stroke (3.7 in men, 4.8 in women). Type 1 diabetic men aged 45-55 years had an absolute CVD risk similar to that of men in the general population 10-15 years older, with an even greater difference in women. CONCLUSIONS: Despite advances in care, these data show that absolute and relative risks of CVD remain extremely high in patients with type 1 diabetes. Women with type 1 diabetes continue to experience greater relative risks of CVD than men compared with those without diabetes.


Subject(s)
Cardiovascular Diseases/etiology , Diabetes Mellitus, Type 1/complications , Adult , Aged , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/mortality , Cohort Studies , Female , Humans , Male , Middle Aged , Prevalence , Proportional Hazards Models , Retrospective Studies , Risk Assessment , Sex Factors , United Kingdom/epidemiology
19.
Acta Diabetol ; 54(2): 133-139, 2017 Feb.
Article in English | MEDLINE | ID: mdl-27696070

ABSTRACT

AIMS: Increasing evidence suggests a potential role of circulating miRNAs as clinical biomarkers, and loss of miRNA-126 has been proposed as a predictor of type 2 diabetes onset. However, a systematic analysis of circulating miRNAs in type 1 diabetic patients with micro-/macrovascular complications has not yet been performed. METHODS: A cross-sectional nested case-control study from the EURODIAB Prospective Complications Study of 455 type 1 diabetic patients was performed. Case subjects (n = 312) were defined as those with one or more complications of diabetes; control subjects (n = 143) were those with no evidence of any complication. A differential miRNA expression profiling was performed in pooled serum samples from cases and controls. Furthermore, miR-126 levels were quantified by qPCR in all individual samples and associations with diabetic complications investigated. RESULTS: Twenty-five miRNAs differed in pooled samples from cases and controls. miR-126 levels were significantly lower in case than in control subjects, even after adjustment for age and sex. In logistic regression analyses, miR-126 was negatively associated with all complications (OR = 0.85, 95 % CI 0.75-0.96) as well as with each micro-/macrovascular complication examined separately. This was likely dependent of diabetes as associations were no longer significant after adjustment for both hyperglycemia and diabetes duration. However, a significant 25 % risk reduction, independent of age, sex, A1C, and diabetes duration, was still observed for proliferative retinopathy (OR = 0.75, 95 % CI 0.59-0.95). CONCLUSIONS: In this large cohort of type 1 diabetic subjects, we found that miR-126 levels are associated with vascular complications of diabetes, particularly with proliferative retinopathy.


Subject(s)
Diabetes Mellitus, Type 1/blood , Diabetic Angiopathies/blood , Diabetic Retinopathy/blood , MicroRNAs/blood , Adolescent , Adult , Biomarkers/blood , Case-Control Studies , Cross-Sectional Studies , Diabetes Mellitus, Type 1/complications , Female , Humans , Male , Middle Aged , Prospective Studies , Risk Factors
20.
J Clin Endocrinol Metab ; 91(1): 129-35, 2006 Jan.
Article in English | MEDLINE | ID: mdl-16219717

ABSTRACT

OBJECTIVE: Adipose tissue is a source of several adipocytokines that may contribute to vascular complications. We examined the relation of adiponectin with several cardiovascular risk factors and with micro- and macrovascular outcomes in type 1 diabetic patients. DESIGN: Cross-sectional data on 543 type 1 diabetic patients from the EURODIAB Prospective Complications Study were analyzed. We determined adiponectin, TNF-alpha, IL-6, C-reactive protein, soluble vascular cell adhesion molecule (sVCAM-1), and sE-selectin by ELISA. RESULTS: We found that adiponectin was negatively correlated with body mass index, waist to hip ratio, insulin, and fasting triglyceride, and positively with high-density lipoprotein, low-density lipoprotein, and total cholesterol, TNF-alpha, and sVCAM-1, but was not related to C-reactive protein, IL-6, and sE-selectin. Surprisingly, significantly raised concentrations of adiponectin were found with albuminuria, retinopathy, and cardiovascular diseases (for all, P < 0.0001). Adiponectin levels were inversely associated with glomerular filtration rate (GFR) (P < 0.0001). Multivariate regression models showed that the associations of adiponectin with albuminuria and GFR were independent of established risk factors. The association between adiponectin and albuminuria was attenuated by GFR, whereas the association of adiponectin with retinopathy and cardiovascular disease disappeared after adjustments for established risk factors. The association of adiponectin with sVCAM-1 was independent of established risk factors. CONCLUSION: We conclude that in type 1 diabetic patients, adiponectin is associated with impaired renal function. Adiponectin may be enhanced in type 1 diabetic patients as a physiological counterregulatory response to mitigate endothelial damage and vascular damage.


Subject(s)
Adiponectin/blood , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 1/physiopathology , Diabetic Nephropathies/blood , Diabetic Nephropathies/physiopathology , Adolescent , Adult , Albuminuria/metabolism , Angiotensin-Converting Enzyme Inhibitors/therapeutic use , Blood Pressure/physiology , Cardiovascular Diseases/epidemiology , Creatinine/blood , Diabetic Angiopathies/blood , Diabetic Angiopathies/physiopathology , Diabetic Retinopathy/physiopathology , Female , Glomerular Filtration Rate , Glycated Hemoglobin/metabolism , Humans , Kidney Function Tests , Male , Middle Aged , Risk Factors , Tumor Necrosis Factor-alpha/metabolism , Vascular Cell Adhesion Molecule-1/metabolism
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