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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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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SAGE Publications
2023
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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. |
format | Online Article Text |
id | pubmed-10524069 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
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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