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Mapping the EORTC QLQ-C30 onto the EQ-5D-5L index for patients with paroxysmal nocturnal hemoglobinuria in France

AIMS: To map patient-level data collected on the European Organization for Research and Treatment of Cancer Quality of Life Questionnaire (EORTC) QLQ-C30 to EQ-5D-5L data for estimating health-state utilities in patients with paroxysmal nocturnal hemoglobinuria (PNH). MATERIALS & METHODS: Europe...

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Autores principales: Wojciechowski, Piotr, Wdowiak, Marlena, Hakimi, Zalmai, Wilson, Koo, Fishman, Jesse, Nazir, Jameel, Toumi, Mondher
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Becaris Publishing Ltd 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10402747/
https://www.ncbi.nlm.nih.gov/pubmed/37052120
http://dx.doi.org/10.57264/cer-2022-0178
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author Wojciechowski, Piotr
Wdowiak, Marlena
Hakimi, Zalmai
Wilson, Koo
Fishman, Jesse
Nazir, Jameel
Toumi, Mondher
author_facet Wojciechowski, Piotr
Wdowiak, Marlena
Hakimi, Zalmai
Wilson, Koo
Fishman, Jesse
Nazir, Jameel
Toumi, Mondher
author_sort Wojciechowski, Piotr
collection PubMed
description AIMS: To map patient-level data collected on the European Organization for Research and Treatment of Cancer Quality of Life Questionnaire (EORTC) QLQ-C30 to EQ-5D-5L data for estimating health-state utilities in patients with paroxysmal nocturnal hemoglobinuria (PNH). MATERIALS & METHODS: European cross-sectional PNH patient survey data populated regression models mapping EORTC QLQ-C30 domains (covariates: sex and baseline age) to utilities calculated with the EQ-5D-5L French value set. A genetic algorithm allowed selection of the best-fitting between a set of models with and without interaction terms. We validated the selected algorithm using EQ-5D-5L utilities converted from EORTC QLQ-C30 data collected in the PEGASUS phase III, randomized controlled trial of pegcetacoplan versus eculizumab in adults with PNH. RESULTS: Selected through the genetic algorithm, the ordinary least squares model without interactions provided highly stable results across study visits (mean [±SD] utilities 0.58 [±0.42] to 0.89 [±0.10]), and showed the best predictive validity. CONCLUSION: The new PNH EQ-5D-5L direct mapping developed using a genetic algorithm enabled calculation of reliable health-state utility data required for cost–utility analysis in health technology assessments supporting treatments of PNH.
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spelling pubmed-104027472023-08-11 Mapping the EORTC QLQ-C30 onto the EQ-5D-5L index for patients with paroxysmal nocturnal hemoglobinuria in France Wojciechowski, Piotr Wdowiak, Marlena Hakimi, Zalmai Wilson, Koo Fishman, Jesse Nazir, Jameel Toumi, Mondher J Comp Eff Res Methodology AIMS: To map patient-level data collected on the European Organization for Research and Treatment of Cancer Quality of Life Questionnaire (EORTC) QLQ-C30 to EQ-5D-5L data for estimating health-state utilities in patients with paroxysmal nocturnal hemoglobinuria (PNH). MATERIALS & METHODS: European cross-sectional PNH patient survey data populated regression models mapping EORTC QLQ-C30 domains (covariates: sex and baseline age) to utilities calculated with the EQ-5D-5L French value set. A genetic algorithm allowed selection of the best-fitting between a set of models with and without interaction terms. We validated the selected algorithm using EQ-5D-5L utilities converted from EORTC QLQ-C30 data collected in the PEGASUS phase III, randomized controlled trial of pegcetacoplan versus eculizumab in adults with PNH. RESULTS: Selected through the genetic algorithm, the ordinary least squares model without interactions provided highly stable results across study visits (mean [±SD] utilities 0.58 [±0.42] to 0.89 [±0.10]), and showed the best predictive validity. CONCLUSION: The new PNH EQ-5D-5L direct mapping developed using a genetic algorithm enabled calculation of reliable health-state utility data required for cost–utility analysis in health technology assessments supporting treatments of PNH. Becaris Publishing Ltd 2023-04-13 /pmc/articles/PMC10402747/ /pubmed/37052120 http://dx.doi.org/10.57264/cer-2022-0178 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under the Attribution-NonCommercial-NoDerivatives 4.0 Unported License (https://creativecommons.org/licenses/by-nc-nd/4.0/)
spellingShingle Methodology
Wojciechowski, Piotr
Wdowiak, Marlena
Hakimi, Zalmai
Wilson, Koo
Fishman, Jesse
Nazir, Jameel
Toumi, Mondher
Mapping the EORTC QLQ-C30 onto the EQ-5D-5L index for patients with paroxysmal nocturnal hemoglobinuria in France
title Mapping the EORTC QLQ-C30 onto the EQ-5D-5L index for patients with paroxysmal nocturnal hemoglobinuria in France
title_full Mapping the EORTC QLQ-C30 onto the EQ-5D-5L index for patients with paroxysmal nocturnal hemoglobinuria in France
title_fullStr Mapping the EORTC QLQ-C30 onto the EQ-5D-5L index for patients with paroxysmal nocturnal hemoglobinuria in France
title_full_unstemmed Mapping the EORTC QLQ-C30 onto the EQ-5D-5L index for patients with paroxysmal nocturnal hemoglobinuria in France
title_short Mapping the EORTC QLQ-C30 onto the EQ-5D-5L index for patients with paroxysmal nocturnal hemoglobinuria in France
title_sort mapping the eortc qlq-c30 onto the eq-5d-5l index for patients with paroxysmal nocturnal hemoglobinuria in france
topic Methodology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10402747/
https://www.ncbi.nlm.nih.gov/pubmed/37052120
http://dx.doi.org/10.57264/cer-2022-0178
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