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A propensity score matched comparison of different insulin regimens 1 year after beginning insulin in people with type 2 diabetes

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) stu...

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Autores principales: Freemantle, N, Balkau, B, Home, P D
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Blackwell Publishing Ltd 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4237113/
https://www.ncbi.nlm.nih.gov/pubmed/23782548
http://dx.doi.org/10.1111/dom.12147
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author Freemantle, N
Balkau, B
Home, P D
author_facet Freemantle, N
Balkau, B
Home, P D
author_sort Freemantle, N
collection PubMed
description 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.
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spelling pubmed-42371132014-12-15 A propensity score matched comparison of different insulin regimens 1 year after beginning insulin in people with type 2 diabetes Freemantle, N Balkau, B Home, P D Diabetes Obes Metab Original Articles 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. Blackwell Publishing Ltd 2013-12 2013-07-16 /pmc/articles/PMC4237113/ /pubmed/23782548 http://dx.doi.org/10.1111/dom.12147 Text en © 2013 The Authors. Diabetes, Obesity and Metabolism published by John Wiley & Sons Ltd. http://creativecommons.org/licenses/by-nc/3.0/ This is an open access article under the terms of the Creative Commons Attribution-NonCommercial License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.
spellingShingle Original Articles
Freemantle, N
Balkau, B
Home, P D
A propensity score matched comparison of different insulin regimens 1 year after beginning insulin in people with type 2 diabetes
title A propensity score matched comparison of different insulin regimens 1 year after beginning insulin in people with type 2 diabetes
title_full A propensity score matched comparison of different insulin regimens 1 year after beginning insulin in people with type 2 diabetes
title_fullStr A propensity score matched comparison of different insulin regimens 1 year after beginning insulin in people with type 2 diabetes
title_full_unstemmed A propensity score matched comparison of different insulin regimens 1 year after beginning insulin in people with type 2 diabetes
title_short A propensity score matched comparison of different insulin regimens 1 year after beginning insulin in people with type 2 diabetes
title_sort propensity score matched comparison of different insulin regimens 1 year after beginning insulin in people with type 2 diabetes
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4237113/
https://www.ncbi.nlm.nih.gov/pubmed/23782548
http://dx.doi.org/10.1111/dom.12147
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