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The impact of healthcare systems on the clinical diagnosis and disease-modifying treatment usage in relapse-onset multiple sclerosis: a real-world perspective in five registries across Europe

INTRODUCTION: Prescribing guidance for disease-modifying treatment (DMT) in multiple sclerosis (MS) is centred on a clinical diagnosis of relapsing–remitting MS (RRMS). DMT prescription guidelines and monitoring vary across countries. Standardising the approach to diagnosis of disease course, for ex...

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Autores principales: Nicholas, Richard, Rodgers, Jeff, Witts, James, Lerede, Annalaura, Friede, Tim, Hillert, Jan, Forsberg, Lars, Glaser, Anna, Manouchehrinia, Ali, Ramanujam, Ryan, Spelman, Tim, Klyve, Pernilla, Drahota, Jiri, Horakova, Dana, Joensen, Hanna, Pontieri, Luigi, Magyari, Melinda, Ellenberger, David, Stahmann, Alexander, Butzkueven, Helmut, Van Der Walt, Anneke, Bezlyak, Vladimir, Lines, Carol, Middleton, Rod
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10524069/
https://www.ncbi.nlm.nih.gov/pubmed/37771841
http://dx.doi.org/10.1177/17562864231198963
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author Nicholas, Richard
Rodgers, Jeff
Witts, James
Lerede, Annalaura
Friede, Tim
Hillert, Jan
Forsberg, Lars
Glaser, Anna
Manouchehrinia, Ali
Ramanujam, Ryan
Spelman, Tim
Klyve, Pernilla
Drahota, Jiri
Horakova, Dana
Joensen, Hanna
Pontieri, Luigi
Magyari, Melinda
Ellenberger, David
Stahmann, Alexander
Butzkueven, Helmut
Van Der Walt, Anneke
Bezlyak, Vladimir
Lines, Carol
Middleton, Rod
author_facet Nicholas, Richard
Rodgers, Jeff
Witts, James
Lerede, Annalaura
Friede, Tim
Hillert, Jan
Forsberg, Lars
Glaser, Anna
Manouchehrinia, Ali
Ramanujam, Ryan
Spelman, Tim
Klyve, Pernilla
Drahota, Jiri
Horakova, Dana
Joensen, Hanna
Pontieri, Luigi
Magyari, Melinda
Ellenberger, David
Stahmann, Alexander
Butzkueven, Helmut
Van Der Walt, Anneke
Bezlyak, Vladimir
Lines, Carol
Middleton, Rod
author_sort Nicholas, Richard
collection PubMed
description INTRODUCTION: Prescribing guidance for disease-modifying treatment (DMT) in multiple sclerosis (MS) is centred on a clinical diagnosis of relapsing–remitting MS (RRMS). DMT prescription guidelines and monitoring vary across countries. Standardising the approach to diagnosis of disease course, for example, assigning RRMS or secondary progressive MS (SPMS) diagnoses, allows examination of the impact of health system characteristics on the stated clinical diagnosis and treatment access. METHODS: We analysed registry data from six cohorts in five countries (Czech Republic, Denmark, Germany, Sweden and United Kingdom) on patients with an initial diagnosis of RRMS. We standardised our approach utilising a pre-existing algorithm (DecisionTree, DT) to determine patient diagnoses of RRMS or secondary progressive MS (SPMS). We identified five global drivers of DMT prescribing: Provision, Availability, Funding, Monitoring and Audit, data were analysed against these concepts using meta-analysis and univariate meta-regression. RESULTS: In 64,235 patients, we found variations in DMT use between countries, with higher usage in RRMS and lower usage in SPMS, with correspondingly lower usage in the UK compared to other registers. Factors such as female gender (p = 0.041), increasing disability via Expanded Disability Status Scale (EDSS) score (p = 0.004), and the presence of monitoring (p = 0.029) in SPMS influenced the likelihood of receiving DMTs. Standardising the diagnosis revealed differences in reclassification rates from clinical RRMS to DT-SPMS, with Sweden having the lowest rate Sweden (Sweden 0.009, range: Denmark 0.103 – UK portal 0.311). Those with higher EDSS at index (p < 0.03) and female gender (p < 0.049) were more likely to be reclassified from RRMS to DT-SPMS. The study also explored the impact of diagnosis on DMT usage in clinical SPMS, finding that the prescribing environment and auditing practices affected access to treatment. DISCUSSION: This highlights the importance of a healthcare system’s approach to verifying the clinical label of MS course in facilitating appropriate prescribing, with some flexibility allowed in uncertain cases to ensure continued access to treatment.
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spelling pubmed-105240692023-09-28 The impact of healthcare systems on the clinical diagnosis and disease-modifying treatment usage in relapse-onset multiple sclerosis: a real-world perspective in five registries across Europe Nicholas, Richard Rodgers, Jeff Witts, James Lerede, Annalaura Friede, Tim Hillert, Jan Forsberg, Lars Glaser, Anna Manouchehrinia, Ali Ramanujam, Ryan Spelman, Tim Klyve, Pernilla Drahota, Jiri Horakova, Dana Joensen, Hanna Pontieri, Luigi Magyari, Melinda Ellenberger, David Stahmann, Alexander Butzkueven, Helmut Van Der Walt, Anneke Bezlyak, Vladimir Lines, Carol Middleton, Rod Ther Adv Neurol Disord Original Research INTRODUCTION: Prescribing guidance for disease-modifying treatment (DMT) in multiple sclerosis (MS) is centred on a clinical diagnosis of relapsing–remitting MS (RRMS). DMT prescription guidelines and monitoring vary across countries. Standardising the approach to diagnosis of disease course, for example, assigning RRMS or secondary progressive MS (SPMS) diagnoses, allows examination of the impact of health system characteristics on the stated clinical diagnosis and treatment access. METHODS: We analysed registry data from six cohorts in five countries (Czech Republic, Denmark, Germany, Sweden and United Kingdom) on patients with an initial diagnosis of RRMS. We standardised our approach utilising a pre-existing algorithm (DecisionTree, DT) to determine patient diagnoses of RRMS or secondary progressive MS (SPMS). We identified five global drivers of DMT prescribing: Provision, Availability, Funding, Monitoring and Audit, data were analysed against these concepts using meta-analysis and univariate meta-regression. RESULTS: In 64,235 patients, we found variations in DMT use between countries, with higher usage in RRMS and lower usage in SPMS, with correspondingly lower usage in the UK compared to other registers. Factors such as female gender (p = 0.041), increasing disability via Expanded Disability Status Scale (EDSS) score (p = 0.004), and the presence of monitoring (p = 0.029) in SPMS influenced the likelihood of receiving DMTs. Standardising the diagnosis revealed differences in reclassification rates from clinical RRMS to DT-SPMS, with Sweden having the lowest rate Sweden (Sweden 0.009, range: Denmark 0.103 – UK portal 0.311). Those with higher EDSS at index (p < 0.03) and female gender (p < 0.049) were more likely to be reclassified from RRMS to DT-SPMS. The study also explored the impact of diagnosis on DMT usage in clinical SPMS, finding that the prescribing environment and auditing practices affected access to treatment. DISCUSSION: This highlights the importance of a healthcare system’s approach to verifying the clinical label of MS course in facilitating appropriate prescribing, with some flexibility allowed in uncertain cases to ensure continued access to treatment. SAGE Publications 2023-09-26 /pmc/articles/PMC10524069/ /pubmed/37771841 http://dx.doi.org/10.1177/17562864231198963 Text en © The Author(s), 2023 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Research
Nicholas, Richard
Rodgers, Jeff
Witts, James
Lerede, Annalaura
Friede, Tim
Hillert, Jan
Forsberg, Lars
Glaser, Anna
Manouchehrinia, Ali
Ramanujam, Ryan
Spelman, Tim
Klyve, Pernilla
Drahota, Jiri
Horakova, Dana
Joensen, Hanna
Pontieri, Luigi
Magyari, Melinda
Ellenberger, David
Stahmann, Alexander
Butzkueven, Helmut
Van Der Walt, Anneke
Bezlyak, Vladimir
Lines, Carol
Middleton, Rod
The impact of healthcare systems on the clinical diagnosis and disease-modifying treatment usage in relapse-onset multiple sclerosis: a real-world perspective in five registries across Europe
title The impact of healthcare systems on the clinical diagnosis and disease-modifying treatment usage in relapse-onset multiple sclerosis: a real-world perspective in five registries across Europe
title_full The impact of healthcare systems on the clinical diagnosis and disease-modifying treatment usage in relapse-onset multiple sclerosis: a real-world perspective in five registries across Europe
title_fullStr The impact of healthcare systems on the clinical diagnosis and disease-modifying treatment usage in relapse-onset multiple sclerosis: a real-world perspective in five registries across Europe
title_full_unstemmed The impact of healthcare systems on the clinical diagnosis and disease-modifying treatment usage in relapse-onset multiple sclerosis: a real-world perspective in five registries across Europe
title_short The impact of healthcare systems on the clinical diagnosis and disease-modifying treatment usage in relapse-onset multiple sclerosis: a real-world perspective in five registries across Europe
title_sort impact of healthcare systems on the clinical diagnosis and disease-modifying treatment usage in relapse-onset multiple sclerosis: a real-world perspective in five registries across europe
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10524069/
https://www.ncbi.nlm.nih.gov/pubmed/37771841
http://dx.doi.org/10.1177/17562864231198963
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