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Impact of Time-Varying Treatment Exposures on the Risk of Venous Thromboembolism in Multiple Myeloma

Multiple myeloma (MM) has one of the highest risks of venous thromboembolism (VTE) of all cancers due to pathologic changes and treatment-related exposures. This study assessed the one-year incidence of VTE in newly diagnosed MM and to determine the baseline and time-varying treatment-related factor...

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Autores principales: Brown, Joshua D., Adams, Val R., Moga, Daniela C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5198135/
https://www.ncbi.nlm.nih.gov/pubmed/27999418
http://dx.doi.org/10.3390/healthcare4040093
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author Brown, Joshua D.
Adams, Val R.
Moga, Daniela C.
author_facet Brown, Joshua D.
Adams, Val R.
Moga, Daniela C.
author_sort Brown, Joshua D.
collection PubMed
description Multiple myeloma (MM) has one of the highest risks of venous thromboembolism (VTE) of all cancers due to pathologic changes and treatment-related exposures. This study assessed the one-year incidence of VTE in newly diagnosed MM and to determine the baseline and time-varying treatment-related factors associated with VTE risk in a U.S.-based cohort. MM patients were identified and age, gender, and baseline comorbidities were determined. Treatment-related exposures included thalidomide derivatives (IMIDs), proteasome inhibitors, cytotoxic chemotherapy, steroids, erythropoietin-stimulating agents (ESAs), stem cell transplants (SCT), hospitalizations, infection, and central venous catheters (CVC). Multiple statistical models were used including a baseline competing risks model, a time-varying exposure Cox proportional hazard (CPH) model, and a case-time-control analysis. The overall incidence of VTE was 107.2 per 1000 person-years with one-half of the VTEs occurring in the first 90 days. The baseline model showed that increasing age, heart failure, and hypertension were associated with one-year incidence of VTE. MM-specific IMID treatment had lower than expected associations with VTE based on prior literature. Instead, exposure to ESAs, SCT, CVC, and infection had higher associations. Based on these results, VTE risk in MM may be less straightforward than considering only chemotherapy exposures, and other treatment-related exposures should be considered to determine patient risk.
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spelling pubmed-51981352017-01-04 Impact of Time-Varying Treatment Exposures on the Risk of Venous Thromboembolism in Multiple Myeloma Brown, Joshua D. Adams, Val R. Moga, Daniela C. Healthcare (Basel) Article Multiple myeloma (MM) has one of the highest risks of venous thromboembolism (VTE) of all cancers due to pathologic changes and treatment-related exposures. This study assessed the one-year incidence of VTE in newly diagnosed MM and to determine the baseline and time-varying treatment-related factors associated with VTE risk in a U.S.-based cohort. MM patients were identified and age, gender, and baseline comorbidities were determined. Treatment-related exposures included thalidomide derivatives (IMIDs), proteasome inhibitors, cytotoxic chemotherapy, steroids, erythropoietin-stimulating agents (ESAs), stem cell transplants (SCT), hospitalizations, infection, and central venous catheters (CVC). Multiple statistical models were used including a baseline competing risks model, a time-varying exposure Cox proportional hazard (CPH) model, and a case-time-control analysis. The overall incidence of VTE was 107.2 per 1000 person-years with one-half of the VTEs occurring in the first 90 days. The baseline model showed that increasing age, heart failure, and hypertension were associated with one-year incidence of VTE. MM-specific IMID treatment had lower than expected associations with VTE based on prior literature. Instead, exposure to ESAs, SCT, CVC, and infection had higher associations. Based on these results, VTE risk in MM may be less straightforward than considering only chemotherapy exposures, and other treatment-related exposures should be considered to determine patient risk. MDPI 2016-12-20 /pmc/articles/PMC5198135/ /pubmed/27999418 http://dx.doi.org/10.3390/healthcare4040093 Text en © 2016 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC-BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Brown, Joshua D.
Adams, Val R.
Moga, Daniela C.
Impact of Time-Varying Treatment Exposures on the Risk of Venous Thromboembolism in Multiple Myeloma
title Impact of Time-Varying Treatment Exposures on the Risk of Venous Thromboembolism in Multiple Myeloma
title_full Impact of Time-Varying Treatment Exposures on the Risk of Venous Thromboembolism in Multiple Myeloma
title_fullStr Impact of Time-Varying Treatment Exposures on the Risk of Venous Thromboembolism in Multiple Myeloma
title_full_unstemmed Impact of Time-Varying Treatment Exposures on the Risk of Venous Thromboembolism in Multiple Myeloma
title_short Impact of Time-Varying Treatment Exposures on the Risk of Venous Thromboembolism in Multiple Myeloma
title_sort impact of time-varying treatment exposures on the risk of venous thromboembolism in multiple myeloma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5198135/
https://www.ncbi.nlm.nih.gov/pubmed/27999418
http://dx.doi.org/10.3390/healthcare4040093
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