Cargando…
BRENDA-Score, a Highly Significant, Internally and Externally Validated Prognostic Marker for Metastatic Recurrence: Analysis of 10,449 Primary Breast Cancer Patients
SIMPLE SUMMARY: The BRENDA-Score provides an easy to use tool for clinicians to estimate the risk of recurrence in primary breast cancer. The algorithm has been validated via a second independent database and provides five recurrence risk groups. This grouping helps clinicians to encourage high risk...
Autores principales: | , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8268855/ https://www.ncbi.nlm.nih.gov/pubmed/34206581 http://dx.doi.org/10.3390/cancers13133121 |
_version_ | 1783720448695992320 |
---|---|
author | Wischnewsky, Manfred Schwentner, Lukas Diessner, Joachim de Gregorio, Amelie Joukhadar, Ralf Davut, Dayan Salmen, Jessica Bekes, Inga Kiesel, Matthias Müller-Reiter, Max Blettner, Maria Wolters, Regine Janni, Wolfgang Kreienberg, Rolf Wöckel, Achim Ebner, Florian |
author_facet | Wischnewsky, Manfred Schwentner, Lukas Diessner, Joachim de Gregorio, Amelie Joukhadar, Ralf Davut, Dayan Salmen, Jessica Bekes, Inga Kiesel, Matthias Müller-Reiter, Max Blettner, Maria Wolters, Regine Janni, Wolfgang Kreienberg, Rolf Wöckel, Achim Ebner, Florian |
author_sort | Wischnewsky, Manfred |
collection | PubMed |
description | SIMPLE SUMMARY: The BRENDA-Score provides an easy to use tool for clinicians to estimate the risk of recurrence in primary breast cancer. The algorithm has been validated via a second independent database and provides five recurrence risk groups. This grouping helps clinicians to encourage high risk patients to undergo the recommended treatment. ABSTRACT: Background Current research in breast cancer focuses on individualization of local and systemic therapies with adequate escalation or de-escalation strategies. As a result, about two-thirds of breast cancer patients can be cured, but up to one-third eventually develop metastatic disease, which is considered incurable with currently available treatment options. This underscores the importance to develop a metastatic recurrence score to escalate or de-escalate treatment strategies. Patients and methods Data from 10,499 patients were available from 17 clinical cancer registries (BRENDA-project. In total, 8566 were used to develop the BRENDA-Index. This index was calculated from the regression coefficients of a Cox regression model for metastasis-free survival (MFS). Based on this index, patients were categorized into very high, high, intermediate, low, and very low risk groups forming the BRENDA-Score. Bootstrapping was used for internal validation and an independent dataset of 1883 patients for external validation. The predictive accuracy was checked by Harrell’s c-index. In addition, the BRENDA-Score was analyzed as a marker for overall survival (OS) and compared to the Nottingham prognostic score (NPS). Results: Intrinsic subtypes, tumour size, grading, and nodal status were identified as statistically significant prognostic factors in the multivariate analysis. The five prognostic groups of the BRENDA-Score showed highly significant (p < 0.001) differences regarding MFS:low risk: hazard ratio (HR) = 2.4, 95%CI (1.7–3.3); intermediate risk: HR = 5.0, 95%CI.(3.6–6.9); high risk: HR = 10.3, 95%CI (7.4–14.3) and very high risk: HR = 18.1, 95%CI (13.2–24.9). The external validation showed congruent results. A multivariate Cox regression model for OS with BRENDA-Score and NPS as covariates showed that of these two scores only the BRENDA-Score is significant (BRENDA-Score p < 0.001; NPS p = 0.447). Therefore, the BRENDA-Score is also a good prognostic marker for OS. Conclusion: The BRENDA-Score is an internally and externally validated robust predictive tool for metastatic recurrence in breast cancer patients. It is based on routine parameters easily accessible in daily clinical care. In addition, the BRENDA-Score is a good prognostic marker for overall survival. Highlights: The BRENDA-Score is a highly significant predictive tool for metastatic recurrence of breast cancer patients. The BRENDA-Score is stable for at least the first five years after primary diagnosis, i.e., the sensitivities and specificities of this predicting system is rather similar to the NPI with AUCs between 0.76 and 0.81 the BRENDA-Score is a good prognostic marker for overall survival. |
format | Online Article Text |
id | pubmed-8268855 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-82688552021-07-10 BRENDA-Score, a Highly Significant, Internally and Externally Validated Prognostic Marker for Metastatic Recurrence: Analysis of 10,449 Primary Breast Cancer Patients Wischnewsky, Manfred Schwentner, Lukas Diessner, Joachim de Gregorio, Amelie Joukhadar, Ralf Davut, Dayan Salmen, Jessica Bekes, Inga Kiesel, Matthias Müller-Reiter, Max Blettner, Maria Wolters, Regine Janni, Wolfgang Kreienberg, Rolf Wöckel, Achim Ebner, Florian Cancers (Basel) Article SIMPLE SUMMARY: The BRENDA-Score provides an easy to use tool for clinicians to estimate the risk of recurrence in primary breast cancer. The algorithm has been validated via a second independent database and provides five recurrence risk groups. This grouping helps clinicians to encourage high risk patients to undergo the recommended treatment. ABSTRACT: Background Current research in breast cancer focuses on individualization of local and systemic therapies with adequate escalation or de-escalation strategies. As a result, about two-thirds of breast cancer patients can be cured, but up to one-third eventually develop metastatic disease, which is considered incurable with currently available treatment options. This underscores the importance to develop a metastatic recurrence score to escalate or de-escalate treatment strategies. Patients and methods Data from 10,499 patients were available from 17 clinical cancer registries (BRENDA-project. In total, 8566 were used to develop the BRENDA-Index. This index was calculated from the regression coefficients of a Cox regression model for metastasis-free survival (MFS). Based on this index, patients were categorized into very high, high, intermediate, low, and very low risk groups forming the BRENDA-Score. Bootstrapping was used for internal validation and an independent dataset of 1883 patients for external validation. The predictive accuracy was checked by Harrell’s c-index. In addition, the BRENDA-Score was analyzed as a marker for overall survival (OS) and compared to the Nottingham prognostic score (NPS). Results: Intrinsic subtypes, tumour size, grading, and nodal status were identified as statistically significant prognostic factors in the multivariate analysis. The five prognostic groups of the BRENDA-Score showed highly significant (p < 0.001) differences regarding MFS:low risk: hazard ratio (HR) = 2.4, 95%CI (1.7–3.3); intermediate risk: HR = 5.0, 95%CI.(3.6–6.9); high risk: HR = 10.3, 95%CI (7.4–14.3) and very high risk: HR = 18.1, 95%CI (13.2–24.9). The external validation showed congruent results. A multivariate Cox regression model for OS with BRENDA-Score and NPS as covariates showed that of these two scores only the BRENDA-Score is significant (BRENDA-Score p < 0.001; NPS p = 0.447). Therefore, the BRENDA-Score is also a good prognostic marker for OS. Conclusion: The BRENDA-Score is an internally and externally validated robust predictive tool for metastatic recurrence in breast cancer patients. It is based on routine parameters easily accessible in daily clinical care. In addition, the BRENDA-Score is a good prognostic marker for overall survival. Highlights: The BRENDA-Score is a highly significant predictive tool for metastatic recurrence of breast cancer patients. The BRENDA-Score is stable for at least the first five years after primary diagnosis, i.e., the sensitivities and specificities of this predicting system is rather similar to the NPI with AUCs between 0.76 and 0.81 the BRENDA-Score is a good prognostic marker for overall survival. MDPI 2021-06-22 /pmc/articles/PMC8268855/ /pubmed/34206581 http://dx.doi.org/10.3390/cancers13133121 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wischnewsky, Manfred Schwentner, Lukas Diessner, Joachim de Gregorio, Amelie Joukhadar, Ralf Davut, Dayan Salmen, Jessica Bekes, Inga Kiesel, Matthias Müller-Reiter, Max Blettner, Maria Wolters, Regine Janni, Wolfgang Kreienberg, Rolf Wöckel, Achim Ebner, Florian BRENDA-Score, a Highly Significant, Internally and Externally Validated Prognostic Marker for Metastatic Recurrence: Analysis of 10,449 Primary Breast Cancer Patients |
title | BRENDA-Score, a Highly Significant, Internally and Externally Validated Prognostic Marker for Metastatic Recurrence: Analysis of 10,449 Primary Breast Cancer Patients |
title_full | BRENDA-Score, a Highly Significant, Internally and Externally Validated Prognostic Marker for Metastatic Recurrence: Analysis of 10,449 Primary Breast Cancer Patients |
title_fullStr | BRENDA-Score, a Highly Significant, Internally and Externally Validated Prognostic Marker for Metastatic Recurrence: Analysis of 10,449 Primary Breast Cancer Patients |
title_full_unstemmed | BRENDA-Score, a Highly Significant, Internally and Externally Validated Prognostic Marker for Metastatic Recurrence: Analysis of 10,449 Primary Breast Cancer Patients |
title_short | BRENDA-Score, a Highly Significant, Internally and Externally Validated Prognostic Marker for Metastatic Recurrence: Analysis of 10,449 Primary Breast Cancer Patients |
title_sort | brenda-score, a highly significant, internally and externally validated prognostic marker for metastatic recurrence: analysis of 10,449 primary breast cancer patients |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8268855/ https://www.ncbi.nlm.nih.gov/pubmed/34206581 http://dx.doi.org/10.3390/cancers13133121 |
work_keys_str_mv | AT wischnewskymanfred brendascoreahighlysignificantinternallyandexternallyvalidatedprognosticmarkerformetastaticrecurrenceanalysisof10449primarybreastcancerpatients AT schwentnerlukas brendascoreahighlysignificantinternallyandexternallyvalidatedprognosticmarkerformetastaticrecurrenceanalysisof10449primarybreastcancerpatients AT diessnerjoachim brendascoreahighlysignificantinternallyandexternallyvalidatedprognosticmarkerformetastaticrecurrenceanalysisof10449primarybreastcancerpatients AT degregorioamelie brendascoreahighlysignificantinternallyandexternallyvalidatedprognosticmarkerformetastaticrecurrenceanalysisof10449primarybreastcancerpatients AT joukhadarralf brendascoreahighlysignificantinternallyandexternallyvalidatedprognosticmarkerformetastaticrecurrenceanalysisof10449primarybreastcancerpatients AT davutdayan brendascoreahighlysignificantinternallyandexternallyvalidatedprognosticmarkerformetastaticrecurrenceanalysisof10449primarybreastcancerpatients AT salmenjessica brendascoreahighlysignificantinternallyandexternallyvalidatedprognosticmarkerformetastaticrecurrenceanalysisof10449primarybreastcancerpatients AT bekesinga brendascoreahighlysignificantinternallyandexternallyvalidatedprognosticmarkerformetastaticrecurrenceanalysisof10449primarybreastcancerpatients AT kieselmatthias brendascoreahighlysignificantinternallyandexternallyvalidatedprognosticmarkerformetastaticrecurrenceanalysisof10449primarybreastcancerpatients AT mullerreitermax brendascoreahighlysignificantinternallyandexternallyvalidatedprognosticmarkerformetastaticrecurrenceanalysisof10449primarybreastcancerpatients AT blettnermaria brendascoreahighlysignificantinternallyandexternallyvalidatedprognosticmarkerformetastaticrecurrenceanalysisof10449primarybreastcancerpatients AT woltersregine brendascoreahighlysignificantinternallyandexternallyvalidatedprognosticmarkerformetastaticrecurrenceanalysisof10449primarybreastcancerpatients AT janniwolfgang brendascoreahighlysignificantinternallyandexternallyvalidatedprognosticmarkerformetastaticrecurrenceanalysisof10449primarybreastcancerpatients AT kreienbergrolf brendascoreahighlysignificantinternallyandexternallyvalidatedprognosticmarkerformetastaticrecurrenceanalysisof10449primarybreastcancerpatients AT wockelachim brendascoreahighlysignificantinternallyandexternallyvalidatedprognosticmarkerformetastaticrecurrenceanalysisof10449primarybreastcancerpatients AT ebnerflorian brendascoreahighlysignificantinternallyandexternallyvalidatedprognosticmarkerformetastaticrecurrenceanalysisof10449primarybreastcancerpatients |