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Methodological Considerations for Describing Medication Changes in Relation to Clinical Events and Death: An Applied Example in Patients with Type 2 Diabetes and Cancer

INTRODUCTION: Certain clinical events reduce life expectancy and necessitate a reassessment of patient treatment. OBJECTIVE: To describe medication changes in relation to a cancer diagnosis and the end of life and to highlight challenges and limitations with such descriptions. METHODS: From a cohort...

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Autores principales: Johansson, Karl Sebastian, Petersen, Tonny Studsgaard, Christensen, Mikkel Bring, Pottegård, Anton
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10600038/
https://www.ncbi.nlm.nih.gov/pubmed/37658195
http://dx.doi.org/10.1007/s40266-023-01062-0
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author Johansson, Karl Sebastian
Petersen, Tonny Studsgaard
Christensen, Mikkel Bring
Pottegård, Anton
author_facet Johansson, Karl Sebastian
Petersen, Tonny Studsgaard
Christensen, Mikkel Bring
Pottegård, Anton
author_sort Johansson, Karl Sebastian
collection PubMed
description INTRODUCTION: Certain clinical events reduce life expectancy and necessitate a reassessment of patient treatment. OBJECTIVE: To describe medication changes in relation to a cancer diagnosis and the end of life and to highlight challenges and limitations with such descriptions. METHODS: From a cohort with all Danish patients with type 2 diabetes, we matched patients with incident cancer during 2000–2021 (n = 41,745) with patients without cancer (n = 166,994) using propensity scores. We described their medication usage from cancer diagnosis until death. RESULTS: The 1- and 5-year mortality were 51% and 86%, respectively, in the cancer group, and 13% and 59% in the non-cancer group. In relation to cancer diagnosis and death, the use of symptomatic medications (e.g., opioids, benzodiazepines) increased (10–60 incident medications per 100 patient-months), and the use of preventive medications (e.g., antihypertensives, statins) decreased (5–30% fewer users). The changes in relation to the diagnosis were driven by patients with short observed lengths of survival (< 2 years). In contrast, changes occurring within a year before death were less dependent on survival strata, and > 60% used preventive medications in their last months. CONCLUSIONS: Medication changes in relation to a cancer diagnosis were frequent and correlated to the length of survival. The results showcase the challenges and limited clinical utility of anchoring analyses on events or death. While the former diluted the results by averaging changes across patients with vastly different clinical courses, the latter leveraged information unavailable to the treating clinicians. While medication changes were common near death, preventive medications were often used until death. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40266-023-01062-0.
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spelling pubmed-106000382023-10-27 Methodological Considerations for Describing Medication Changes in Relation to Clinical Events and Death: An Applied Example in Patients with Type 2 Diabetes and Cancer Johansson, Karl Sebastian Petersen, Tonny Studsgaard Christensen, Mikkel Bring Pottegård, Anton Drugs Aging Original Research Article INTRODUCTION: Certain clinical events reduce life expectancy and necessitate a reassessment of patient treatment. OBJECTIVE: To describe medication changes in relation to a cancer diagnosis and the end of life and to highlight challenges and limitations with such descriptions. METHODS: From a cohort with all Danish patients with type 2 diabetes, we matched patients with incident cancer during 2000–2021 (n = 41,745) with patients without cancer (n = 166,994) using propensity scores. We described their medication usage from cancer diagnosis until death. RESULTS: The 1- and 5-year mortality were 51% and 86%, respectively, in the cancer group, and 13% and 59% in the non-cancer group. In relation to cancer diagnosis and death, the use of symptomatic medications (e.g., opioids, benzodiazepines) increased (10–60 incident medications per 100 patient-months), and the use of preventive medications (e.g., antihypertensives, statins) decreased (5–30% fewer users). The changes in relation to the diagnosis were driven by patients with short observed lengths of survival (< 2 years). In contrast, changes occurring within a year before death were less dependent on survival strata, and > 60% used preventive medications in their last months. CONCLUSIONS: Medication changes in relation to a cancer diagnosis were frequent and correlated to the length of survival. The results showcase the challenges and limited clinical utility of anchoring analyses on events or death. While the former diluted the results by averaging changes across patients with vastly different clinical courses, the latter leveraged information unavailable to the treating clinicians. While medication changes were common near death, preventive medications were often used until death. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40266-023-01062-0. Springer International Publishing 2023-09-01 2023 /pmc/articles/PMC10600038/ /pubmed/37658195 http://dx.doi.org/10.1007/s40266-023-01062-0 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by-nc/4.0/Open Access This article is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License, which permits any non-commercial 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-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) .
spellingShingle Original Research Article
Johansson, Karl Sebastian
Petersen, Tonny Studsgaard
Christensen, Mikkel Bring
Pottegård, Anton
Methodological Considerations for Describing Medication Changes in Relation to Clinical Events and Death: An Applied Example in Patients with Type 2 Diabetes and Cancer
title Methodological Considerations for Describing Medication Changes in Relation to Clinical Events and Death: An Applied Example in Patients with Type 2 Diabetes and Cancer
title_full Methodological Considerations for Describing Medication Changes in Relation to Clinical Events and Death: An Applied Example in Patients with Type 2 Diabetes and Cancer
title_fullStr Methodological Considerations for Describing Medication Changes in Relation to Clinical Events and Death: An Applied Example in Patients with Type 2 Diabetes and Cancer
title_full_unstemmed Methodological Considerations for Describing Medication Changes in Relation to Clinical Events and Death: An Applied Example in Patients with Type 2 Diabetes and Cancer
title_short Methodological Considerations for Describing Medication Changes in Relation to Clinical Events and Death: An Applied Example in Patients with Type 2 Diabetes and Cancer
title_sort methodological considerations for describing medication changes in relation to clinical events and death: an applied example in patients with type 2 diabetes and cancer
topic Original Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10600038/
https://www.ncbi.nlm.nih.gov/pubmed/37658195
http://dx.doi.org/10.1007/s40266-023-01062-0
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