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The relative importance of factors predicting outcome for myeloma patients at different ages: results from 3894 patients in the Myeloma XI trial
Disease factors such as tumor burden and molecular risk affect myeloma patient outcomes as well as patient factors that impact the capacity to deliver treatment. How the relative importance of these factors changes with patient age has not previously been investigated comprehensively. We analyzed da...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7214257/ https://www.ncbi.nlm.nih.gov/pubmed/31611625 http://dx.doi.org/10.1038/s41375-019-0595-5 |
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author | Pawlyn, Charlotte Cairns, David Kaiser, Martin Striha, Alina Jones, John Shah, Vallari Jenner, Matthew Drayson, Mark Owen, Roger Gregory, Walter Cook, Gordon Morgan, Gareth Jackson, Graham Davies, Faith |
author_facet | Pawlyn, Charlotte Cairns, David Kaiser, Martin Striha, Alina Jones, John Shah, Vallari Jenner, Matthew Drayson, Mark Owen, Roger Gregory, Walter Cook, Gordon Morgan, Gareth Jackson, Graham Davies, Faith |
author_sort | Pawlyn, Charlotte |
collection | PubMed |
description | Disease factors such as tumor burden and molecular risk affect myeloma patient outcomes as well as patient factors that impact the capacity to deliver treatment. How the relative importance of these factors changes with patient age has not previously been investigated comprehensively. We analyzed data from 3894 patients of all ages uniformly treated in a large clinical trial of myeloma patients, Myeloma XI. Even with novel therapeutic approaches progression-free survival (PFS) and overall survival (OS) are affected by age with a stepwise reduction in PFS and OS with each decade increase. Renal function deteriorated with increasing age whilst the frequency of t(4;14) and del(17p) decreased and gain(1q) increased. The relative contribution of performance status, international staging score and molecular risk to progression-free and overall survival varied by age group. Molecular events have a larger effect on outcome in younger patients with their relative contribution diminishing in the elderly. Performance status is important for patient outcome at all ages suggesting that physical frailty may be a more important predictor of outcome than age itself. Significant differences in the factors driving patient outcomes at different ages are important to consider as we design disease segmentation strategies to deliver personalized treatment approaches. |
format | Online Article Text |
id | pubmed-7214257 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-72142572020-05-14 The relative importance of factors predicting outcome for myeloma patients at different ages: results from 3894 patients in the Myeloma XI trial Pawlyn, Charlotte Cairns, David Kaiser, Martin Striha, Alina Jones, John Shah, Vallari Jenner, Matthew Drayson, Mark Owen, Roger Gregory, Walter Cook, Gordon Morgan, Gareth Jackson, Graham Davies, Faith Leukemia Article Disease factors such as tumor burden and molecular risk affect myeloma patient outcomes as well as patient factors that impact the capacity to deliver treatment. How the relative importance of these factors changes with patient age has not previously been investigated comprehensively. We analyzed data from 3894 patients of all ages uniformly treated in a large clinical trial of myeloma patients, Myeloma XI. Even with novel therapeutic approaches progression-free survival (PFS) and overall survival (OS) are affected by age with a stepwise reduction in PFS and OS with each decade increase. Renal function deteriorated with increasing age whilst the frequency of t(4;14) and del(17p) decreased and gain(1q) increased. The relative contribution of performance status, international staging score and molecular risk to progression-free and overall survival varied by age group. Molecular events have a larger effect on outcome in younger patients with their relative contribution diminishing in the elderly. Performance status is important for patient outcome at all ages suggesting that physical frailty may be a more important predictor of outcome than age itself. Significant differences in the factors driving patient outcomes at different ages are important to consider as we design disease segmentation strategies to deliver personalized treatment approaches. Nature Publishing Group UK 2019-10-14 2020 /pmc/articles/PMC7214257/ /pubmed/31611625 http://dx.doi.org/10.1038/s41375-019-0595-5 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Pawlyn, Charlotte Cairns, David Kaiser, Martin Striha, Alina Jones, John Shah, Vallari Jenner, Matthew Drayson, Mark Owen, Roger Gregory, Walter Cook, Gordon Morgan, Gareth Jackson, Graham Davies, Faith The relative importance of factors predicting outcome for myeloma patients at different ages: results from 3894 patients in the Myeloma XI trial |
title | The relative importance of factors predicting outcome for myeloma patients at different ages: results from 3894 patients in the Myeloma XI trial |
title_full | The relative importance of factors predicting outcome for myeloma patients at different ages: results from 3894 patients in the Myeloma XI trial |
title_fullStr | The relative importance of factors predicting outcome for myeloma patients at different ages: results from 3894 patients in the Myeloma XI trial |
title_full_unstemmed | The relative importance of factors predicting outcome for myeloma patients at different ages: results from 3894 patients in the Myeloma XI trial |
title_short | The relative importance of factors predicting outcome for myeloma patients at different ages: results from 3894 patients in the Myeloma XI trial |
title_sort | relative importance of factors predicting outcome for myeloma patients at different ages: results from 3894 patients in the myeloma xi trial |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7214257/ https://www.ncbi.nlm.nih.gov/pubmed/31611625 http://dx.doi.org/10.1038/s41375-019-0595-5 |
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