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Management of type 2 diabetes with a treat-to-benefit approach improved long-term cardiovascular outcomes under routine care
BACKGROUND: Results of cardiovascular outcome trials enabled a shift from “treat-to-target” to “treat-to-benefit” paradigm in the management of type 2 diabetes (T2D). However, studies validating such approach are limited. Here, we examined whether treatment according to international recommendations...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9738028/ https://www.ncbi.nlm.nih.gov/pubmed/36494815 http://dx.doi.org/10.1186/s12933-022-01712-4 |
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author | Morieri, Mario Luca Longato, Enrico Di Camillo, Barbara Sparacino, Giovanni Avogaro, Angelo Fadini, Gian Paolo |
author_facet | Morieri, Mario Luca Longato, Enrico Di Camillo, Barbara Sparacino, Giovanni Avogaro, Angelo Fadini, Gian Paolo |
author_sort | Morieri, Mario Luca |
collection | PubMed |
description | BACKGROUND: Results of cardiovascular outcome trials enabled a shift from “treat-to-target” to “treat-to-benefit” paradigm in the management of type 2 diabetes (T2D). However, studies validating such approach are limited. Here, we examined whether treatment according to international recommendations for the pharmacological management of T2D had an impact on long-term outcomes. METHODS: This was an observational study conducted on outpatient data collected in 2008–2018 (i.e. prior to the “treat-to-benefit” shift). We defined 6 domains of treatment based on the ADA/EASD consensus covering all disease stages: first- and second-line treatment, intensification, use of insulin, cardioprotective, and weight-affecting drugs. At each visit, patients were included in Group 1 if at least one domain deviated from recommendation or in Group 2 if aligned with recommendations. We used Cox proportional hazard models with time-dependent co-variates or Cox marginal structural models (with inverse-probability of treatment weighing evaluated at each visit) to adjust for confounding factors and evaluate three outcomes: major adverse cardiovascular events (MACE), hospitalization for heart failure or cardiovascular mortality (HF-CVM), and all-cause mortality. RESULTS: We included 5419 patients, on average 66-year old, 41% women, with a baseline diabetes duration of 7.6 years. Only 11.7% had pre-existing cardiovascular disease. During a median follow-up of 7.3 years, patients were seen 12 times at the clinic, and we recorded 1325 MACE, 1593 HF-CVM, and 917 deaths. By the end of the study, each patient spent on average 63.6% of time in Group 1. In the fully adjusted model, being always in Group 2 was associated with a 45% lower risk of MACE (HR 0.55; 95% C.I. 0.46–0.66; p < 0.0001) as compared to being in Group 1. The corresponding HF-CVM and mortality risk were similar (HR 0.56; 95%CI 0.47–0.66, p < 0.0001 and HR 0.56; 95% C.I. 0.45–0.70; p < 0.0001. respectively). Sensitivity analyses confirmed these results. No single domain individually explained the better outcome of Group 2, which remained significant in all subgroups. CONCLUSION: Managing patients with T2D according to a “treat-to-benefit” approach based international standards was associated with a lower risk of MACE, heart failure, and mortality. These data provide ex-post validation of the ADA/EASD treatment algorithm. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12933-022-01712-4. |
format | Online Article Text |
id | pubmed-9738028 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-97380282022-12-11 Management of type 2 diabetes with a treat-to-benefit approach improved long-term cardiovascular outcomes under routine care Morieri, Mario Luca Longato, Enrico Di Camillo, Barbara Sparacino, Giovanni Avogaro, Angelo Fadini, Gian Paolo Cardiovasc Diabetol Research BACKGROUND: Results of cardiovascular outcome trials enabled a shift from “treat-to-target” to “treat-to-benefit” paradigm in the management of type 2 diabetes (T2D). However, studies validating such approach are limited. Here, we examined whether treatment according to international recommendations for the pharmacological management of T2D had an impact on long-term outcomes. METHODS: This was an observational study conducted on outpatient data collected in 2008–2018 (i.e. prior to the “treat-to-benefit” shift). We defined 6 domains of treatment based on the ADA/EASD consensus covering all disease stages: first- and second-line treatment, intensification, use of insulin, cardioprotective, and weight-affecting drugs. At each visit, patients were included in Group 1 if at least one domain deviated from recommendation or in Group 2 if aligned with recommendations. We used Cox proportional hazard models with time-dependent co-variates or Cox marginal structural models (with inverse-probability of treatment weighing evaluated at each visit) to adjust for confounding factors and evaluate three outcomes: major adverse cardiovascular events (MACE), hospitalization for heart failure or cardiovascular mortality (HF-CVM), and all-cause mortality. RESULTS: We included 5419 patients, on average 66-year old, 41% women, with a baseline diabetes duration of 7.6 years. Only 11.7% had pre-existing cardiovascular disease. During a median follow-up of 7.3 years, patients were seen 12 times at the clinic, and we recorded 1325 MACE, 1593 HF-CVM, and 917 deaths. By the end of the study, each patient spent on average 63.6% of time in Group 1. In the fully adjusted model, being always in Group 2 was associated with a 45% lower risk of MACE (HR 0.55; 95% C.I. 0.46–0.66; p < 0.0001) as compared to being in Group 1. The corresponding HF-CVM and mortality risk were similar (HR 0.56; 95%CI 0.47–0.66, p < 0.0001 and HR 0.56; 95% C.I. 0.45–0.70; p < 0.0001. respectively). Sensitivity analyses confirmed these results. No single domain individually explained the better outcome of Group 2, which remained significant in all subgroups. CONCLUSION: Managing patients with T2D according to a “treat-to-benefit” approach based international standards was associated with a lower risk of MACE, heart failure, and mortality. These data provide ex-post validation of the ADA/EASD treatment algorithm. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12933-022-01712-4. BioMed Central 2022-12-09 /pmc/articles/PMC9738028/ /pubmed/36494815 http://dx.doi.org/10.1186/s12933-022-01712-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Morieri, Mario Luca Longato, Enrico Di Camillo, Barbara Sparacino, Giovanni Avogaro, Angelo Fadini, Gian Paolo Management of type 2 diabetes with a treat-to-benefit approach improved long-term cardiovascular outcomes under routine care |
title | Management of type 2 diabetes with a treat-to-benefit approach improved long-term cardiovascular outcomes under routine care |
title_full | Management of type 2 diabetes with a treat-to-benefit approach improved long-term cardiovascular outcomes under routine care |
title_fullStr | Management of type 2 diabetes with a treat-to-benefit approach improved long-term cardiovascular outcomes under routine care |
title_full_unstemmed | Management of type 2 diabetes with a treat-to-benefit approach improved long-term cardiovascular outcomes under routine care |
title_short | Management of type 2 diabetes with a treat-to-benefit approach improved long-term cardiovascular outcomes under routine care |
title_sort | management of type 2 diabetes with a treat-to-benefit approach improved long-term cardiovascular outcomes under routine care |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9738028/ https://www.ncbi.nlm.nih.gov/pubmed/36494815 http://dx.doi.org/10.1186/s12933-022-01712-4 |
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