ABSTRACT
BACKGROUND AND AIMS: Aim of this study was to identify subgroups of adults with Type 1 Diabetes Mellitus (T1DM) treated with Continuous Subcutaneous Insulin Infusion (CSII) at higher risk of poor quality of life (QoL). A sample of consecutive patients completed the Diabetes Specific Quality of Life Scale (DSQOLS), investigating the daily burden and restrictions related to diabetes. Lower DSQOLS scores indicate worse QoL perception. METHODS AND RESULTS: The main results were obtained by using a regression-tree technique (RECursive Partitioning and AMalgamation - RECPAM) and multivariate logistic regression. Overall, 472 patients aged between 18 and 55 years were recruited by 43 Italian centers. RECPAM analysis led to the identification of 5 classes characterized by a marked difference in QoL. Male patients not reporting episodes of ketoacidosis and using CSII for >2 years had the lowest likelihood of scoring in the lower tertile of the DSQOLS summary score, and thus represented the reference category. Patients who reported > or =1 ketoacidosis episodes (OR = 5.4; 95% CI 2.4-12.1) and female patients with a duration of diabetes of <10 years (OR = 5.9; 95% CI 2.6-13.5) had the highest likelihood of reporting poor QoL, while females with longer diabetes duration (OR = 2.4; 95% CI 1.3-4.7) and males treated with CSII for < or =2 years (OR = 2.2; 95% CI 1.1-4.6) showed a two-fold risk of poor QoL. Patient age, diabetic complications and civil status were globally predictive variables associated with poor QoL. CONCLUSION: We identified subgroups of T1DM individuals treated with CSII showing a major impairment in QoL. Specific strategies are needed to help the patient cope with this therapeutic modality, especially during the initial phase of treatment.
Subject(s)
Diabetes Mellitus, Type 1/physiopathology , Diabetes Mellitus, Type 1/psychology , Insulin Infusion Systems/psychology , Insulin/administration & dosage , Quality of Life/psychology , Activities of Daily Living , Adolescent , Adult , Attitude to Health , Cost of Illness , Diabetes Mellitus, Type 1/drug therapy , Diabetic Ketoacidosis/psychology , Female , Humans , Injections, Subcutaneous , Insulin/analogs & derivatives , Insulin/therapeutic use , Male , Middle Aged , Risk Factors , Sex Characteristics , Statistics as Topic , Surveys and Questionnaires , Time Factors , Young AdultABSTRACT
BACKGROUND AND AIMS: Obesity is a potential risk factor for renal disease in non-diabetic subjects. It remains unclear whether this also applies to diabetic patients. We investigated whether obesity predicted changes in albumin excretion rate in individuals with type 2 diabetes. METHODS AND RESULTS: Fifty Italian diabetes outpatient clinics enrolled a random sample of 1289 patients. A morning spot urine sample was collected to determine urinary albumin/creatinine ratio (ACR) at baseline and after 1 year from the study initiation. Progression of albumin excretion was defined as a doubling in ACR, while regression was defined as a 50% reduction. Multivariate logistic regression analyses were used to evaluate correlates of these outcomes. Data are expressed as odds ratios (OR) with 95% confidence intervals (CI). The risk of progression increased by 7% (OR=1.07; 95%CI 1.00-1.15) for every 5-cm increase in waist circumference measured at baseline, and by 17% (OR=1.17; 95%CI 1.03-1.33) for every one-unit increase in BMI during follow-up. The likelihood of regression was not independently associated with any of the variables investigated. The effect of obesity on progression of ACR was independent of metabolic control, blood pressure, treatment, and baseline level of albumin excretion. CONCLUSIONS: We found a tight link between obesity and changes in albumin excretion in diabetic subjects, suggesting potential benefits of interventions on body weight on end-organ renal damage.
