Cargando…
Protective effect of intensive glucose lowering therapy on all-cause mortality, adjusted for treatment switching using G-estimation method, the ACCORD trial
Previous analysis of the action to control cardiovascular risk in diabetes showed an increased risk of mortality among patients receiving intensive glucose lowering therapy using conventional regression method with intention to treat approach. This method is biased when time-varying confounder is af...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10086045/ https://www.ncbi.nlm.nih.gov/pubmed/37037931 http://dx.doi.org/10.1038/s41598-023-32855-3 |
_version_ | 1785022061040631808 |
---|---|
author | Shakiba, Maryam Nazemipour, Maryam Mansournia, Nasrin Mansournia, Mohammad Ali |
author_facet | Shakiba, Maryam Nazemipour, Maryam Mansournia, Nasrin Mansournia, Mohammad Ali |
author_sort | Shakiba, Maryam |
collection | PubMed |
description | Previous analysis of the action to control cardiovascular risk in diabetes showed an increased risk of mortality among patients receiving intensive glucose lowering therapy using conventional regression method with intention to treat approach. This method is biased when time-varying confounder is affected by the previous treatment. We used 15 follow-up visits of ACCORD trial to compare the effect of time-varying intensive vs. standard treatment of glucose lowering drugs on cardiovascular and mortality outcomes in diabetic patients. The treatment effect was estimated using G-estimation and compared with accelerated failure time model using two modeling strategies. The first model adjusted for baseline confounders and the second adjusted for both baseline and time-varying confounders. While the hazard ratio of all-cause mortality for intensive compared to standard therapy in AFT model adjusted for baseline confounders was 1.17 (95% CI 1.01–1.36), the result of time-dependent AFT model was compatible with both protective and risk effects. However, the hazard ratio estimated by G-estimation was 0.64 (95% CI 0.39–0.92). The results of this study revealed a protective effect of intensive therapy on all-cause mortality compared with standard therapy in ACCORD trial. |
format | Online Article Text |
id | pubmed-10086045 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-100860452023-04-12 Protective effect of intensive glucose lowering therapy on all-cause mortality, adjusted for treatment switching using G-estimation method, the ACCORD trial Shakiba, Maryam Nazemipour, Maryam Mansournia, Nasrin Mansournia, Mohammad Ali Sci Rep Article Previous analysis of the action to control cardiovascular risk in diabetes showed an increased risk of mortality among patients receiving intensive glucose lowering therapy using conventional regression method with intention to treat approach. This method is biased when time-varying confounder is affected by the previous treatment. We used 15 follow-up visits of ACCORD trial to compare the effect of time-varying intensive vs. standard treatment of glucose lowering drugs on cardiovascular and mortality outcomes in diabetic patients. The treatment effect was estimated using G-estimation and compared with accelerated failure time model using two modeling strategies. The first model adjusted for baseline confounders and the second adjusted for both baseline and time-varying confounders. While the hazard ratio of all-cause mortality for intensive compared to standard therapy in AFT model adjusted for baseline confounders was 1.17 (95% CI 1.01–1.36), the result of time-dependent AFT model was compatible with both protective and risk effects. However, the hazard ratio estimated by G-estimation was 0.64 (95% CI 0.39–0.92). The results of this study revealed a protective effect of intensive therapy on all-cause mortality compared with standard therapy in ACCORD trial. Nature Publishing Group UK 2023-04-10 /pmc/articles/PMC10086045/ /pubmed/37037931 http://dx.doi.org/10.1038/s41598-023-32855-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Shakiba, Maryam Nazemipour, Maryam Mansournia, Nasrin Mansournia, Mohammad Ali Protective effect of intensive glucose lowering therapy on all-cause mortality, adjusted for treatment switching using G-estimation method, the ACCORD trial |
title | Protective effect of intensive glucose lowering therapy on all-cause mortality, adjusted for treatment switching using G-estimation method, the ACCORD trial |
title_full | Protective effect of intensive glucose lowering therapy on all-cause mortality, adjusted for treatment switching using G-estimation method, the ACCORD trial |
title_fullStr | Protective effect of intensive glucose lowering therapy on all-cause mortality, adjusted for treatment switching using G-estimation method, the ACCORD trial |
title_full_unstemmed | Protective effect of intensive glucose lowering therapy on all-cause mortality, adjusted for treatment switching using G-estimation method, the ACCORD trial |
title_short | Protective effect of intensive glucose lowering therapy on all-cause mortality, adjusted for treatment switching using G-estimation method, the ACCORD trial |
title_sort | protective effect of intensive glucose lowering therapy on all-cause mortality, adjusted for treatment switching using g-estimation method, the accord trial |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10086045/ https://www.ncbi.nlm.nih.gov/pubmed/37037931 http://dx.doi.org/10.1038/s41598-023-32855-3 |
work_keys_str_mv | AT shakibamaryam protectiveeffectofintensiveglucoseloweringtherapyonallcausemortalityadjustedfortreatmentswitchingusinggestimationmethodtheaccordtrial AT nazemipourmaryam protectiveeffectofintensiveglucoseloweringtherapyonallcausemortalityadjustedfortreatmentswitchingusinggestimationmethodtheaccordtrial AT mansournianasrin protectiveeffectofintensiveglucoseloweringtherapyonallcausemortalityadjustedfortreatmentswitchingusinggestimationmethodtheaccordtrial AT mansourniamohammadali protectiveeffectofintensiveglucoseloweringtherapyonallcausemortalityadjustedfortreatmentswitchingusinggestimationmethodtheaccordtrial |