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Prognostic nomogram to predict progression-free survival in patients with platinum-sensitive recurrent ovarian cancer
BACKGROUND: Patients with platinum-sensitive recurrent ovarian cancer are a heterogeneous group, and it is not possible to accurately predict the progression-free survival (PFS) in these patients. We developed and validated a nomogram to help improve prediction of PFS in patients treated with platin...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3208495/ https://www.ncbi.nlm.nih.gov/pubmed/21915127 http://dx.doi.org/10.1038/bjc.2011.364 |
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author | Lee, C K Simes, R J Brown, C Lord, S Wagner, U Plante, M Vergote, I Pisano, C Parma, G Burges, A Bourgeois, H Högberg, T Bentley, J Angleitner-Boubenizek, L Ferrero, A Richter, B Hirte, H Gebski, V Pfisterer, J Pujade-Lauraine, E Friedlander, M |
author_facet | Lee, C K Simes, R J Brown, C Lord, S Wagner, U Plante, M Vergote, I Pisano, C Parma, G Burges, A Bourgeois, H Högberg, T Bentley, J Angleitner-Boubenizek, L Ferrero, A Richter, B Hirte, H Gebski, V Pfisterer, J Pujade-Lauraine, E Friedlander, M |
author_sort | Lee, C K |
collection | PubMed |
description | BACKGROUND: Patients with platinum-sensitive recurrent ovarian cancer are a heterogeneous group, and it is not possible to accurately predict the progression-free survival (PFS) in these patients. We developed and validated a nomogram to help improve prediction of PFS in patients treated with platinum-based chemotherapy. METHODS: The nomogram was developed in a training cohort (n=955) from the CALYPSO trial and validated in the AGO-OVAR 2.5 Study (n=340). The proportional-hazards model (nomogram) was based on pre-treatment characteristics. RESULTS: The nomogram had a concordance index (C-index) of 0.645. Significant predictors were tumour size platinum-chemotherapy-free interval, CA-125, number of organ metastatic sites and white blood count. When the nomogram was applied without CA-125 (CA-125 was not available in validation cohort), the C-indices were 0.624 (training) and 0.594 (validation). When classification was based only on the platinum-chemotherapy-free interval, the indices were 0.571 (training) and 0.560 (validation). The calibration plot in the validation cohort based on four predictors (without CA-125) suggested good agreement between actual and nomogram-predicted 12-month PFS probabilities. CONCLUSION: This nomogram, using five pre-treatment characteristics, improves prediction of PFS in patients with platinum-sensitive ovarian cancer having platinum-based chemotherapy. It will be useful for the design and stratification of patients in clinical trials and also for counselling patients. |
format | Online Article Text |
id | pubmed-3208495 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-32084952012-10-11 Prognostic nomogram to predict progression-free survival in patients with platinum-sensitive recurrent ovarian cancer Lee, C K Simes, R J Brown, C Lord, S Wagner, U Plante, M Vergote, I Pisano, C Parma, G Burges, A Bourgeois, H Högberg, T Bentley, J Angleitner-Boubenizek, L Ferrero, A Richter, B Hirte, H Gebski, V Pfisterer, J Pujade-Lauraine, E Friedlander, M Br J Cancer Clinical Study BACKGROUND: Patients with platinum-sensitive recurrent ovarian cancer are a heterogeneous group, and it is not possible to accurately predict the progression-free survival (PFS) in these patients. We developed and validated a nomogram to help improve prediction of PFS in patients treated with platinum-based chemotherapy. METHODS: The nomogram was developed in a training cohort (n=955) from the CALYPSO trial and validated in the AGO-OVAR 2.5 Study (n=340). The proportional-hazards model (nomogram) was based on pre-treatment characteristics. RESULTS: The nomogram had a concordance index (C-index) of 0.645. Significant predictors were tumour size platinum-chemotherapy-free interval, CA-125, number of organ metastatic sites and white blood count. When the nomogram was applied without CA-125 (CA-125 was not available in validation cohort), the C-indices were 0.624 (training) and 0.594 (validation). When classification was based only on the platinum-chemotherapy-free interval, the indices were 0.571 (training) and 0.560 (validation). The calibration plot in the validation cohort based on four predictors (without CA-125) suggested good agreement between actual and nomogram-predicted 12-month PFS probabilities. CONCLUSION: This nomogram, using five pre-treatment characteristics, improves prediction of PFS in patients with platinum-sensitive ovarian cancer having platinum-based chemotherapy. It will be useful for the design and stratification of patients in clinical trials and also for counselling patients. Nature Publishing Group 2011-10-11 2011-09-13 /pmc/articles/PMC3208495/ /pubmed/21915127 http://dx.doi.org/10.1038/bjc.2011.364 Text en Copyright © 2011 Cancer Research UK https://creativecommons.org/licenses/by/4.0/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 https://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Clinical Study Lee, C K Simes, R J Brown, C Lord, S Wagner, U Plante, M Vergote, I Pisano, C Parma, G Burges, A Bourgeois, H Högberg, T Bentley, J Angleitner-Boubenizek, L Ferrero, A Richter, B Hirte, H Gebski, V Pfisterer, J Pujade-Lauraine, E Friedlander, M Prognostic nomogram to predict progression-free survival in patients with platinum-sensitive recurrent ovarian cancer |
title | Prognostic nomogram to predict progression-free survival in patients with platinum-sensitive recurrent ovarian cancer |
title_full | Prognostic nomogram to predict progression-free survival in patients with platinum-sensitive recurrent ovarian cancer |
title_fullStr | Prognostic nomogram to predict progression-free survival in patients with platinum-sensitive recurrent ovarian cancer |
title_full_unstemmed | Prognostic nomogram to predict progression-free survival in patients with platinum-sensitive recurrent ovarian cancer |
title_short | Prognostic nomogram to predict progression-free survival in patients with platinum-sensitive recurrent ovarian cancer |
title_sort | prognostic nomogram to predict progression-free survival in patients with platinum-sensitive recurrent ovarian cancer |
topic | Clinical Study |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3208495/ https://www.ncbi.nlm.nih.gov/pubmed/21915127 http://dx.doi.org/10.1038/bjc.2011.364 |
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