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Understanding the impact of sex and stage differences on melanoma cancer patient survival: a SEER-based study
BACKGROUND: This paper investigates the difference in survival of melanoma patients across stage and sex by utilising net survival measures. Metrics are presented at both the individual and population level. METHODS: Flexible parametric models were fitted to estimate life-expectancy metrics to be ap...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7851379/ https://www.ncbi.nlm.nih.gov/pubmed/33144697 http://dx.doi.org/10.1038/s41416-020-01144-5 |
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author | Smith, Aiden J. Lambert, Paul C. Rutherford, Mark J. |
author_facet | Smith, Aiden J. Lambert, Paul C. Rutherford, Mark J. |
author_sort | Smith, Aiden J. |
collection | PubMed |
description | BACKGROUND: This paper investigates the difference in survival of melanoma patients across stage and sex by utilising net survival measures. Metrics are presented at both the individual and population level. METHODS: Flexible parametric models were fitted to estimate life-expectancy metrics to be applied to a group of 104,938 subjects with a melanoma skin cancer diagnosis from 2000 to 2017. Period analysis was used for better predictions for newly diagnosed patients, and missing-stage information was imputed for 9918 patients. Female relative survival was assigned to male subjects to demonstrate the survival discrepancies experienced between sexes. RESULTS: At the age of 60, males diagnosed at the regional stage lose an average of 4.99 years of life compared to the general population, and females lose 4.79 years, demonstrating the sex variation in expected mortality. In 2017, males contributed 3545 more life years lost than females, and a potential 1931 life years could be preserved if sex differences in survival were eliminated. CONCLUSIONS: This study demonstrates the survival differences across population subgroups as a result of a melanoma cancer diagnosis. Females experience better prognosis across age and stage at diagnosis; however, further investigation is necessary to better understand the mechanisms behind this difference. |
format | Online Article Text |
id | pubmed-7851379 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-78513792021-11-04 Understanding the impact of sex and stage differences on melanoma cancer patient survival: a SEER-based study Smith, Aiden J. Lambert, Paul C. Rutherford, Mark J. Br J Cancer Article BACKGROUND: This paper investigates the difference in survival of melanoma patients across stage and sex by utilising net survival measures. Metrics are presented at both the individual and population level. METHODS: Flexible parametric models were fitted to estimate life-expectancy metrics to be applied to a group of 104,938 subjects with a melanoma skin cancer diagnosis from 2000 to 2017. Period analysis was used for better predictions for newly diagnosed patients, and missing-stage information was imputed for 9918 patients. Female relative survival was assigned to male subjects to demonstrate the survival discrepancies experienced between sexes. RESULTS: At the age of 60, males diagnosed at the regional stage lose an average of 4.99 years of life compared to the general population, and females lose 4.79 years, demonstrating the sex variation in expected mortality. In 2017, males contributed 3545 more life years lost than females, and a potential 1931 life years could be preserved if sex differences in survival were eliminated. CONCLUSIONS: This study demonstrates the survival differences across population subgroups as a result of a melanoma cancer diagnosis. Females experience better prognosis across age and stage at diagnosis; however, further investigation is necessary to better understand the mechanisms behind this difference. Nature Publishing Group UK 2020-11-04 2021-02-02 /pmc/articles/PMC7851379/ /pubmed/33144697 http://dx.doi.org/10.1038/s41416-020-01144-5 Text en © The Author(s), under exclusive licence to Cancer Research UK 2020 https://creativecommons.org/licenses/by/4.0/ Note This work is published under the standard license to publish agreement. After 12 months the work will become freely available and the license terms will switch to a Creative Commons Attribution 4.0 International (CC BY 4.0). |
spellingShingle | Article Smith, Aiden J. Lambert, Paul C. Rutherford, Mark J. Understanding the impact of sex and stage differences on melanoma cancer patient survival: a SEER-based study |
title | Understanding the impact of sex and stage differences on melanoma cancer patient survival: a SEER-based study |
title_full | Understanding the impact of sex and stage differences on melanoma cancer patient survival: a SEER-based study |
title_fullStr | Understanding the impact of sex and stage differences on melanoma cancer patient survival: a SEER-based study |
title_full_unstemmed | Understanding the impact of sex and stage differences on melanoma cancer patient survival: a SEER-based study |
title_short | Understanding the impact of sex and stage differences on melanoma cancer patient survival: a SEER-based study |
title_sort | understanding the impact of sex and stage differences on melanoma cancer patient survival: a seer-based study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7851379/ https://www.ncbi.nlm.nih.gov/pubmed/33144697 http://dx.doi.org/10.1038/s41416-020-01144-5 |
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