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A drug comorbidity index to predict mortality in men with castration resistant prostate cancer
BACKGROUND: The Charlson Comorbidity Index is a poor predictor of mortality in men with castration resistant prostate cancer (CRPC). To improve this prediction, we created a comorbidity index based on filled prescriptions intended to be used in registry-based studies. MATERIALS AND METHODS: In a pop...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8318265/ https://www.ncbi.nlm.nih.gov/pubmed/34320037 http://dx.doi.org/10.1371/journal.pone.0255239 |
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author | Fallara, Giuseppe Gedeborg, Rolf Bill-Axelson, Anna Garmo, Hans Stattin, Pär |
author_facet | Fallara, Giuseppe Gedeborg, Rolf Bill-Axelson, Anna Garmo, Hans Stattin, Pär |
author_sort | Fallara, Giuseppe |
collection | PubMed |
description | BACKGROUND: The Charlson Comorbidity Index is a poor predictor of mortality in men with castration resistant prostate cancer (CRPC). To improve this prediction, we created a comorbidity index based on filled prescriptions intended to be used in registry-based studies. MATERIALS AND METHODS: In a population-based cohort of men with CPRC a drug comorbidity index (DCI-CRPC) was calculated based on prescriptions filled during a 365-day period before the date of CRPC diagnosis to predict mortality. Five risk categories for men with CRPC were defined based on PSA kinetics. Mortality rates were described by Kaplan-Meier curves. The predictive ability of the DCI-CRPC was compared in univariable models to that of the original DCI, derived from men in the general population, and to that of the Charlson Comorbidity Index. RESULTS: In 1,885 men with CRPC the median overall survival ranged from 3.0 years (95% confidence interval [CI] 2.8 to 3.4) in the first tertile of the DCI-CRPC, to 1.0 year (95% CI 0.9 to 1.1) in the third tertile of the DCI-CRPC. The index had higher discriminative ability (C-index 0.667) than the Charlson Comorbidity Index (C-index 0.508). The discriminative ability of the DCI-CRPC was highest in the subgroup with least aggressive cancer (C-index 0.651) and lowest in men with most aggressive cancer (C-index 0.618). The performance of the DCI-CRPC was comparable to that of the original DCI. CONCLUSION: Our newly created comorbidity index using filled prescriptions predicted death in men with CRPC better than the Charlson Comorbidity Index. |
format | Online Article Text |
id | pubmed-8318265 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-83182652021-07-31 A drug comorbidity index to predict mortality in men with castration resistant prostate cancer Fallara, Giuseppe Gedeborg, Rolf Bill-Axelson, Anna Garmo, Hans Stattin, Pär PLoS One Research Article BACKGROUND: The Charlson Comorbidity Index is a poor predictor of mortality in men with castration resistant prostate cancer (CRPC). To improve this prediction, we created a comorbidity index based on filled prescriptions intended to be used in registry-based studies. MATERIALS AND METHODS: In a population-based cohort of men with CPRC a drug comorbidity index (DCI-CRPC) was calculated based on prescriptions filled during a 365-day period before the date of CRPC diagnosis to predict mortality. Five risk categories for men with CRPC were defined based on PSA kinetics. Mortality rates were described by Kaplan-Meier curves. The predictive ability of the DCI-CRPC was compared in univariable models to that of the original DCI, derived from men in the general population, and to that of the Charlson Comorbidity Index. RESULTS: In 1,885 men with CRPC the median overall survival ranged from 3.0 years (95% confidence interval [CI] 2.8 to 3.4) in the first tertile of the DCI-CRPC, to 1.0 year (95% CI 0.9 to 1.1) in the third tertile of the DCI-CRPC. The index had higher discriminative ability (C-index 0.667) than the Charlson Comorbidity Index (C-index 0.508). The discriminative ability of the DCI-CRPC was highest in the subgroup with least aggressive cancer (C-index 0.651) and lowest in men with most aggressive cancer (C-index 0.618). The performance of the DCI-CRPC was comparable to that of the original DCI. CONCLUSION: Our newly created comorbidity index using filled prescriptions predicted death in men with CRPC better than the Charlson Comorbidity Index. Public Library of Science 2021-07-28 /pmc/articles/PMC8318265/ /pubmed/34320037 http://dx.doi.org/10.1371/journal.pone.0255239 Text en © 2021 Fallara et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Fallara, Giuseppe Gedeborg, Rolf Bill-Axelson, Anna Garmo, Hans Stattin, Pär A drug comorbidity index to predict mortality in men with castration resistant prostate cancer |
title | A drug comorbidity index to predict mortality in men with castration resistant prostate cancer |
title_full | A drug comorbidity index to predict mortality in men with castration resistant prostate cancer |
title_fullStr | A drug comorbidity index to predict mortality in men with castration resistant prostate cancer |
title_full_unstemmed | A drug comorbidity index to predict mortality in men with castration resistant prostate cancer |
title_short | A drug comorbidity index to predict mortality in men with castration resistant prostate cancer |
title_sort | drug comorbidity index to predict mortality in men with castration resistant prostate cancer |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8318265/ https://www.ncbi.nlm.nih.gov/pubmed/34320037 http://dx.doi.org/10.1371/journal.pone.0255239 |
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