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Trajectories of Adherence to Biologic Disease-Modifying Anti-Rheumatic Drugs in Tuscan Administrative Databases: The Pathfinder Study

Scanty information on clustering longitudinal real-world data is available in the medical literature about the adherence implementation phase in rheumatoid arthritis (RA). To identify and characterize trajectories by analyzing the implementation phase of adherence to biologic Disease-Modifying Anti-...

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Autores principales: Convertino, Irma, Giometto, Sabrina, Gini, Rosa, Cazzato, Massimiliano, Fornili, Marco, Valdiserra, Giulia, Cappello, Emiliano, Ferraro, Sara, Bartolini, Claudia, Paoletti, Olga, Tillati, Silvia, Baglietto, Laura, Turchetti, Giuseppe, Trieste, Leopoldo, Lorenzoni, Valentina, Blandizzi, Corrado, Mosca, Marta, Tuccori, Marco, Lucenteforte, Ersilia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8708974/
https://www.ncbi.nlm.nih.gov/pubmed/34945038
http://dx.doi.org/10.3390/jcm10245743
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author Convertino, Irma
Giometto, Sabrina
Gini, Rosa
Cazzato, Massimiliano
Fornili, Marco
Valdiserra, Giulia
Cappello, Emiliano
Ferraro, Sara
Bartolini, Claudia
Paoletti, Olga
Tillati, Silvia
Baglietto, Laura
Turchetti, Giuseppe
Trieste, Leopoldo
Lorenzoni, Valentina
Blandizzi, Corrado
Mosca, Marta
Tuccori, Marco
Lucenteforte, Ersilia
author_facet Convertino, Irma
Giometto, Sabrina
Gini, Rosa
Cazzato, Massimiliano
Fornili, Marco
Valdiserra, Giulia
Cappello, Emiliano
Ferraro, Sara
Bartolini, Claudia
Paoletti, Olga
Tillati, Silvia
Baglietto, Laura
Turchetti, Giuseppe
Trieste, Leopoldo
Lorenzoni, Valentina
Blandizzi, Corrado
Mosca, Marta
Tuccori, Marco
Lucenteforte, Ersilia
author_sort Convertino, Irma
collection PubMed
description Scanty information on clustering longitudinal real-world data is available in the medical literature about the adherence implementation phase in rheumatoid arthritis (RA). To identify and characterize trajectories by analyzing the implementation phase of adherence to biologic Disease-Modifying Anti-Rheumatic Drugs (DMARDs), we conducted a retrospective cohort drug-utilization study using Tuscan administrative databases. RA patients were identified by a validated algorithm, including the first biologic DMARD supply from 2010 to 2015, RA specialist visit in the year before or after the first supply date and RA diagnosis in the five years before or in the year after the first supply date. We observed users for three years or until death, neoplasia, or pregnancy. We evaluated adherence quarterly through the Medication Possession Ratio. Firstly, we identified adherence trajectories and described the baseline characteristics; then, we focused on the trajectory most populated to distinguish the related sub-trajectories. We identified 952 first ever-biologic DMARD users in RA (712 females, mean age 52.7 years old, standard deviation 18.8). The biologic DMARD mostly supplied was etanercept (387 users) followed by adalimumab (233). Among 935 users with at least 3 adherence values, we identified 49 fully-adherent users, 829 continuous users, and 57 early-discontinuing users. Significant differences were observed among the index drugs. After focusing on the continuous users, three sub-trajectories were identified: continuous-steady users (556), continuous-alternate users (207), and continuous-declining users (66). No relevant differences emerged at the baseline. The majority of first ever-biologic DMARD users showed a continuous adherence behavior in RA. The role of adherence potential predictors and the association with effectiveness and safety outcomes should be explored by further studies.
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spelling pubmed-87089742021-12-25 Trajectories of Adherence to Biologic Disease-Modifying Anti-Rheumatic Drugs in Tuscan Administrative Databases: The Pathfinder Study Convertino, Irma Giometto, Sabrina Gini, Rosa Cazzato, Massimiliano Fornili, Marco Valdiserra, Giulia Cappello, Emiliano Ferraro, Sara Bartolini, Claudia Paoletti, Olga Tillati, Silvia Baglietto, Laura Turchetti, Giuseppe Trieste, Leopoldo Lorenzoni, Valentina Blandizzi, Corrado Mosca, Marta Tuccori, Marco Lucenteforte, Ersilia J Clin Med Article Scanty information on clustering longitudinal real-world data is available in the medical literature about the adherence implementation phase in rheumatoid arthritis (RA). To identify and characterize trajectories by analyzing the implementation phase of adherence to biologic Disease-Modifying Anti-Rheumatic Drugs (DMARDs), we conducted a retrospective cohort drug-utilization study using Tuscan administrative databases. RA patients were identified by a validated algorithm, including the first biologic DMARD supply from 2010 to 2015, RA specialist visit in the year before or after the first supply date and RA diagnosis in the five years before or in the year after the first supply date. We observed users for three years or until death, neoplasia, or pregnancy. We evaluated adherence quarterly through the Medication Possession Ratio. Firstly, we identified adherence trajectories and described the baseline characteristics; then, we focused on the trajectory most populated to distinguish the related sub-trajectories. We identified 952 first ever-biologic DMARD users in RA (712 females, mean age 52.7 years old, standard deviation 18.8). The biologic DMARD mostly supplied was etanercept (387 users) followed by adalimumab (233). Among 935 users with at least 3 adherence values, we identified 49 fully-adherent users, 829 continuous users, and 57 early-discontinuing users. Significant differences were observed among the index drugs. After focusing on the continuous users, three sub-trajectories were identified: continuous-steady users (556), continuous-alternate users (207), and continuous-declining users (66). No relevant differences emerged at the baseline. The majority of first ever-biologic DMARD users showed a continuous adherence behavior in RA. The role of adherence potential predictors and the association with effectiveness and safety outcomes should be explored by further studies. MDPI 2021-12-08 /pmc/articles/PMC8708974/ /pubmed/34945038 http://dx.doi.org/10.3390/jcm10245743 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Convertino, Irma
Giometto, Sabrina
Gini, Rosa
Cazzato, Massimiliano
Fornili, Marco
Valdiserra, Giulia
Cappello, Emiliano
Ferraro, Sara
Bartolini, Claudia
Paoletti, Olga
Tillati, Silvia
Baglietto, Laura
Turchetti, Giuseppe
Trieste, Leopoldo
Lorenzoni, Valentina
Blandizzi, Corrado
Mosca, Marta
Tuccori, Marco
Lucenteforte, Ersilia
Trajectories of Adherence to Biologic Disease-Modifying Anti-Rheumatic Drugs in Tuscan Administrative Databases: The Pathfinder Study
title Trajectories of Adherence to Biologic Disease-Modifying Anti-Rheumatic Drugs in Tuscan Administrative Databases: The Pathfinder Study
title_full Trajectories of Adherence to Biologic Disease-Modifying Anti-Rheumatic Drugs in Tuscan Administrative Databases: The Pathfinder Study
title_fullStr Trajectories of Adherence to Biologic Disease-Modifying Anti-Rheumatic Drugs in Tuscan Administrative Databases: The Pathfinder Study
title_full_unstemmed Trajectories of Adherence to Biologic Disease-Modifying Anti-Rheumatic Drugs in Tuscan Administrative Databases: The Pathfinder Study
title_short Trajectories of Adherence to Biologic Disease-Modifying Anti-Rheumatic Drugs in Tuscan Administrative Databases: The Pathfinder Study
title_sort trajectories of adherence to biologic disease-modifying anti-rheumatic drugs in tuscan administrative databases: the pathfinder study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8708974/
https://www.ncbi.nlm.nih.gov/pubmed/34945038
http://dx.doi.org/10.3390/jcm10245743
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