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Measuring quality of life of patients with axial spondyloarthritis for economic evaluation
OBJECTIVES: To estimate the relationship between EQ5D (three levels, UK version) and the Ankylosing Spondylitis Disease Activity Score (ASDAS) for use in the economic evaluation of health technologies for people with axial spondyloarthritis (axSpA). To compare against the relationship with the Bath...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8860088/ https://www.ncbi.nlm.nih.gov/pubmed/35177554 http://dx.doi.org/10.1136/rmdopen-2021-001955 |
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author | Hernandez Alava, Monica Wailoo, Allan Chrysanthou, Georgios Barcelos, Filipe van Gaalen, Floris A Santos, Helena Fagerli, Karen Minde Gago, Laura Margarida Cunha, Maria van de Sande, Marleen Couto, Maura C Bernardes, Miguel Ramonda, Roberta Exarchou, Sofia Carvalho, Pedro D van der Heijde, Desirée Machado, Pedro M |
author_facet | Hernandez Alava, Monica Wailoo, Allan Chrysanthou, Georgios Barcelos, Filipe van Gaalen, Floris A Santos, Helena Fagerli, Karen Minde Gago, Laura Margarida Cunha, Maria van de Sande, Marleen Couto, Maura C Bernardes, Miguel Ramonda, Roberta Exarchou, Sofia Carvalho, Pedro D van der Heijde, Desirée Machado, Pedro M |
author_sort | Hernandez Alava, Monica |
collection | PubMed |
description | OBJECTIVES: To estimate the relationship between EQ5D (three levels, UK version) and the Ankylosing Spondylitis Disease Activity Score (ASDAS) for use in the economic evaluation of health technologies for people with axial spondyloarthritis (axSpA). To compare against the relationship with the Bath Ankylosing Spondylitis Disease Activity Index (BASDAI). METHODS: An electronic, prospective, Portuguese, nationwide, rheumatic disease register (Reuma.pt) provided data on 1140 patients (5483 observations) with a confirmed diagnosis of axSpA. We estimated models of EQ5D as a function of ASDAS, alone or in combination with measures of functional impairment, using bespoke mixture models which reflect the complex distributional features of EQ5D. The SPondyloArthritis Caught Early cohort provided data from 344 patients (1405 observations) in four European countries and was used for validation. A previously published model of BASDAI/Bath Ankylosing Spondylitis Functional Index (BASFI) was also used to generate predicted EQ5D scores and model performance compared. RESULTS: A non-linear relationship exists between EQ5D from ASDAS. The final model included ASDAS, ASDAS squared, age and age squared and demonstrated close fit in both datasets except where data were sparse for patients with very high levels of disease activity (ASDAS >4). This finding held in the validation dataset. Models that included BASFI improved model fit. The ASDAS based models fit the data marginally less well than models using BASDAI. CONCLUSIONS: Mapping models linking ASDAS to EQ5D allow results from clinical studies to be used in economic evaluation of health technologies with confidence. There is some loss of information compared with BASDAI but this has only a marginal impact. |
format | Online Article Text |
id | pubmed-8860088 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-88600882022-03-08 Measuring quality of life of patients with axial spondyloarthritis for economic evaluation Hernandez Alava, Monica Wailoo, Allan Chrysanthou, Georgios Barcelos, Filipe van Gaalen, Floris A Santos, Helena Fagerli, Karen Minde Gago, Laura Margarida Cunha, Maria van de Sande, Marleen Couto, Maura C Bernardes, Miguel Ramonda, Roberta Exarchou, Sofia Carvalho, Pedro D van der Heijde, Desirée Machado, Pedro M RMD Open Spondyloarthritis OBJECTIVES: To estimate the relationship between EQ5D (three levels, UK version) and the Ankylosing Spondylitis Disease Activity Score (ASDAS) for use in the economic evaluation of health technologies for people with axial spondyloarthritis (axSpA). To compare against the relationship with the Bath Ankylosing Spondylitis Disease Activity Index (BASDAI). METHODS: An electronic, prospective, Portuguese, nationwide, rheumatic disease register (Reuma.pt) provided data on 1140 patients (5483 observations) with a confirmed diagnosis of axSpA. We estimated models of EQ5D as a function of ASDAS, alone or in combination with measures of functional impairment, using bespoke mixture models which reflect the complex distributional features of EQ5D. The SPondyloArthritis Caught Early cohort provided data from 344 patients (1405 observations) in four European countries and was used for validation. A previously published model of BASDAI/Bath Ankylosing Spondylitis Functional Index (BASFI) was also used to generate predicted EQ5D scores and model performance compared. RESULTS: A non-linear relationship exists between EQ5D from ASDAS. The final model included ASDAS, ASDAS squared, age and age squared and demonstrated close fit in both datasets except where data were sparse for patients with very high levels of disease activity (ASDAS >4). This finding held in the validation dataset. Models that included BASFI improved model fit. The ASDAS based models fit the data marginally less well than models using BASDAI. CONCLUSIONS: Mapping models linking ASDAS to EQ5D allow results from clinical studies to be used in economic evaluation of health technologies with confidence. There is some loss of information compared with BASDAI but this has only a marginal impact. BMJ Publishing Group 2022-02-17 /pmc/articles/PMC8860088/ /pubmed/35177554 http://dx.doi.org/10.1136/rmdopen-2021-001955 Text en © Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Spondyloarthritis Hernandez Alava, Monica Wailoo, Allan Chrysanthou, Georgios Barcelos, Filipe van Gaalen, Floris A Santos, Helena Fagerli, Karen Minde Gago, Laura Margarida Cunha, Maria van de Sande, Marleen Couto, Maura C Bernardes, Miguel Ramonda, Roberta Exarchou, Sofia Carvalho, Pedro D van der Heijde, Desirée Machado, Pedro M Measuring quality of life of patients with axial spondyloarthritis for economic evaluation |
title | Measuring quality of life of patients with axial spondyloarthritis for economic evaluation |
title_full | Measuring quality of life of patients with axial spondyloarthritis for economic evaluation |
title_fullStr | Measuring quality of life of patients with axial spondyloarthritis for economic evaluation |
title_full_unstemmed | Measuring quality of life of patients with axial spondyloarthritis for economic evaluation |
title_short | Measuring quality of life of patients with axial spondyloarthritis for economic evaluation |
title_sort | measuring quality of life of patients with axial spondyloarthritis for economic evaluation |
topic | Spondyloarthritis |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8860088/ https://www.ncbi.nlm.nih.gov/pubmed/35177554 http://dx.doi.org/10.1136/rmdopen-2021-001955 |
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