A propensity score matched comparison of different insulin regimens 1 year after beginning insulin in people with type 2 diabetes
نویسندگان
چکیده
AIM To compare using propensity score analysis the outcome of beginning insulin therapy with basal, premix, mealtime + basal or mealtime insulin on the basis of data from 3031 people from the observational CREDIT (Cardiovascular Risk Evaluation in People with Type 2 Diabetes on Insulin Therapy) study. This approach overcomes likely confounding in baseline and unknown characteristics common to observational studies. METHODS Efficacy and safety outcomes were collected at baseline and at 1 year in previously insulin-naïve people. Propensity score matched groups using all available baseline data were defined to compare outcomes by pairs of insulin regimens. RESULTS From 2659 people with available data, propensity score matches were achieved for 686 people starting premix or basal insulin, 542 starting basal + mealtime or premix insulin and 400 starting basal or basal + mealtime. HbA1c reduction did not differ between the three pairs of insulin regimens. However, the relative risk of overall and nocturnal hypoglycaemia was lower (p = 0.010 to p < 0.001) with basal or basal + mealtime compared with premix insulin, and for nocturnal (p = 0.021) but not overall hypoglycaemia for basal compared to basal + mealtime insulin. Body weight increase was less for basal versus premix insulin [-1.3 (95% CI -2.1, -0.6) kg, p < 0.001] or versus basal + mealtime insulin [-1.4 (-2.5, -0.3) kg, p = 0.016], but did not differ between basal + mealtime and premix. Smaller groups matching mealtime insulin had some residual mismatching of HbA1c. CONCLUSION Comparing insulin regimens between individuals matched by propensity scores indicated differences in hypoglycaemia and body weight change, despite similar HbA1c reductions. Our findings are consistent with those from randomized controlled trials.
منابع مشابه
Evaluation of insulin regimens as an effective option for glycemic control in patients with type 2 diabetes: A propensity score‐matched cohort study across Japan (JDDM31)
AIMS/INTRODUCTION We evaluated the long-term efficacy of insulin regimens in patients with type 2 diabetes mellitus and poor glycemic control despite oral antidiabetic drugs (OAD). MATERIALS AND METHODS We carried out a propensity score-matched cohort study using the CoDiC(®) database of the Japan Diabetes Data Management Study Group across 54 institutions in Japan from 2005 to 2010. A total ...
متن کاملA population-based propensity score matching analysis
Background: Previous studies suggested an impaired endothelial function in patients with diabetes. However, the validity of this finding may be limited by the lack of adequate adjustment for further cardiovascular confounders. We assessed endothelial function as measured by flow-mediated dilation (FMD) of the brachial artery in patients with either type 1 or type 2 diabetes in comparison with n...
متن کاملDo patients with type 1 and type 2 diabetes really have an impaired endothelial function? A population-based propensity score matching analysis
BACKGROUND Previous studies suggested an impaired endothelial function in patients with diabetes. However, the validity of this finding may be limited by the lack of adequate adjustment for further cardiovascular confounders. We assessed endothelial function as measured by flow-mediated dilation (FMD) of the brachial artery in patients with either type 1 or type 2 diabetes in comparison with no...
متن کاملHealthcare resource utilization and related financial costs associated with glucose lowering with either exenatide or basal insulin: A retrospective cohort study.
AIMS Type 2 diabetes is a major health problem placing increasing demands on healthcare systems. Our objective was to estimate healthcare resource use and related financial costs following treatment with exenatide-based regimens prescribed as once-weekly (EQW) or twice-daily (EBID) formulations, compared with regimens based on basal insulin (BI). MATERIALS AND METHODS This retrospective cohor...
متن کاملEffects of Eight Weeks Aerobic Exercise on Plasma Levels of Orexin A, Leptin, Glucose, Insulin, and Insulin Resistance in Males with Type 2 Diabetes
Objective: The recent study aimed to investigate the effects of chronic aerobic activity on the plasma levels of orexin A, leptin, glucose, insulin, and insulin resistance in males with type 2 diabetes. Materials and Methods: Twenty subjects randomly assigned into control and experimental groups, involving 10 people in each group. Exercise protocol consisted of eight session aerobic exercise...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره 15 شماره
صفحات -
تاریخ انتشار 2013