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HbA1c response after insulin initiation in patients with type 2 diabetes mellitus in real life practice: Identifying distinct subgroups
AIMS: To identify subgroups of patients with type 2 diabetes mellitus (T2DM) following distinct trajectories of HbA1c after insulin initiation and explore underlying differences in clinical characteristics. MATERIALS AND METHODS: A cohort study was conducted in patients with T2DM initiating insulin...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Blackwell Publishing Ltd
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6055847/ https://www.ncbi.nlm.nih.gov/pubmed/29687577 http://dx.doi.org/10.1111/dom.13332 |
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author | Sidorenkov, Grigory van Boven, Job F. M. Hoekstra, Trynke Nijpels, Giel Hoogenberg, Klaas Denig, Petra |
author_facet | Sidorenkov, Grigory van Boven, Job F. M. Hoekstra, Trynke Nijpels, Giel Hoogenberg, Klaas Denig, Petra |
author_sort | Sidorenkov, Grigory |
collection | PubMed |
description | AIMS: To identify subgroups of patients with type 2 diabetes mellitus (T2DM) following distinct trajectories of HbA1c after insulin initiation and explore underlying differences in clinical characteristics. MATERIALS AND METHODS: A cohort study was conducted in patients with T2DM initiating insulin in 2007–2013 with a follow‐up of 2 to 4 years. Data were collected from the Groningen Initiative to Analyze Type 2 Diabetes Treatment (GIANTT) database. The primary outcome was subgroups with different trajectories of HbA1c patterns after insulin initiation, as identified by latent class growth modeling. Differences between subgroups were tested using one‐way ANOVA, Kruskal‐Wallis or chi‐square tests, where appropriate. RESULTS: From 1459 patients, three subgroups with distinct HbA1c patterns were identified. Group 1 (8%) initially showed a moderate decrease followed by an increase in HbA1c 2 years later, despite receiving more comedication. Group 2 (84%) showed a stable decrease. Group 3 (8%) had a high initial level of HbA1c and a rapid decline within the first year, followed by a slow increase thereafter. Group 1 patients were on average 6–7 years younger than patients in groups 2 and 3 and were more likely to receive sulfonylureas than Group 3 patients. Group 3 patients had a shorter diabetes duration and were less well‐controlled for HbA1c, systolic blood pressure and LDL‐cholesterol at insulin initiation. CONCLUSIONS: Most patients showed a stable HbA1c response, but one out of six patients showed either a poor response, or a rapid initial response only after insulin initiation. Response patterns were associated with age, diabetes duration and risk‐factor controls at the time of insulin initiation. |
format | Online Article Text |
id | pubmed-6055847 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Blackwell Publishing Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-60558472018-07-30 HbA1c response after insulin initiation in patients with type 2 diabetes mellitus in real life practice: Identifying distinct subgroups Sidorenkov, Grigory van Boven, Job F. M. Hoekstra, Trynke Nijpels, Giel Hoogenberg, Klaas Denig, Petra Diabetes Obes Metab Original Articles AIMS: To identify subgroups of patients with type 2 diabetes mellitus (T2DM) following distinct trajectories of HbA1c after insulin initiation and explore underlying differences in clinical characteristics. MATERIALS AND METHODS: A cohort study was conducted in patients with T2DM initiating insulin in 2007–2013 with a follow‐up of 2 to 4 years. Data were collected from the Groningen Initiative to Analyze Type 2 Diabetes Treatment (GIANTT) database. The primary outcome was subgroups with different trajectories of HbA1c patterns after insulin initiation, as identified by latent class growth modeling. Differences between subgroups were tested using one‐way ANOVA, Kruskal‐Wallis or chi‐square tests, where appropriate. RESULTS: From 1459 patients, three subgroups with distinct HbA1c patterns were identified. Group 1 (8%) initially showed a moderate decrease followed by an increase in HbA1c 2 years later, despite receiving more comedication. Group 2 (84%) showed a stable decrease. Group 3 (8%) had a high initial level of HbA1c and a rapid decline within the first year, followed by a slow increase thereafter. Group 1 patients were on average 6–7 years younger than patients in groups 2 and 3 and were more likely to receive sulfonylureas than Group 3 patients. Group 3 patients had a shorter diabetes duration and were less well‐controlled for HbA1c, systolic blood pressure and LDL‐cholesterol at insulin initiation. CONCLUSIONS: Most patients showed a stable HbA1c response, but one out of six patients showed either a poor response, or a rapid initial response only after insulin initiation. Response patterns were associated with age, diabetes duration and risk‐factor controls at the time of insulin initiation. Blackwell Publishing Ltd 2018-05-24 2018-08 /pmc/articles/PMC6055847/ /pubmed/29687577 http://dx.doi.org/10.1111/dom.13332 Text en © 2018 The Authors. Diabetes, Obesity and Metabolism published by John Wiley & Sons Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ 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 Sidorenkov, Grigory van Boven, Job F. M. Hoekstra, Trynke Nijpels, Giel Hoogenberg, Klaas Denig, Petra HbA1c response after insulin initiation in patients with type 2 diabetes mellitus in real life practice: Identifying distinct subgroups |
title | HbA1c response after insulin initiation in patients with type 2 diabetes mellitus in real life practice: Identifying distinct subgroups |
title_full | HbA1c response after insulin initiation in patients with type 2 diabetes mellitus in real life practice: Identifying distinct subgroups |
title_fullStr | HbA1c response after insulin initiation in patients with type 2 diabetes mellitus in real life practice: Identifying distinct subgroups |
title_full_unstemmed | HbA1c response after insulin initiation in patients with type 2 diabetes mellitus in real life practice: Identifying distinct subgroups |
title_short | HbA1c response after insulin initiation in patients with type 2 diabetes mellitus in real life practice: Identifying distinct subgroups |
title_sort | hba1c response after insulin initiation in patients with type 2 diabetes mellitus in real life practice: identifying distinct subgroups |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6055847/ https://www.ncbi.nlm.nih.gov/pubmed/29687577 http://dx.doi.org/10.1111/dom.13332 |
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