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Novel prognostic nomograms for female patients with breast cancer and bone metastasis at presentation
BACKGROUND: There is a paucity of literature about prognostic evaluation for patients with breast cancer (BC) and bone metastasis at presentation. To date, little is known about how to accurately predict the prognosis of BC patients with bone metastasis at presentation. Thus, an accurate prediction...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7154431/ https://www.ncbi.nlm.nih.gov/pubmed/32309344 http://dx.doi.org/10.21037/atm.2020.01.37 |
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author | Wang, Zhan Cheng, Yonggang Chen, Shi Shao, Haiyu Chen, Xiaowei Wang, Zenan Wang, Yucheng Zhou, Hao Chen, Tao Lin, Nong Ye, Zhaoming |
author_facet | Wang, Zhan Cheng, Yonggang Chen, Shi Shao, Haiyu Chen, Xiaowei Wang, Zenan Wang, Yucheng Zhou, Hao Chen, Tao Lin, Nong Ye, Zhaoming |
author_sort | Wang, Zhan |
collection | PubMed |
description | BACKGROUND: There is a paucity of literature about prognostic evaluation for patients with breast cancer (BC) and bone metastasis at presentation. To date, little is known about how to accurately predict the prognosis of BC patients with bone metastasis at presentation. Thus, an accurate prediction tool of prognosis in this population is urgently needed. Our goal is to construct novel and prognostic nomograms for BC patients with bone metastasis at presentation. METHODS: We searched Surveillance, Epidemiology, and End Results (SEER) database for BC patients with bone metastasis at presentation between 2010 and 2016. Multivariate analysis was performed to obtain significantly independent variables. Then, novel prognostic nomograms were constructed based on those independent predictors. RESULTS: Tumor grade, histological type, primary tumor size, tumor subtype, surgery, chemotherapy and number of metastatic organs except bone were recognized as significantly independent variables of both overall survival (OS) and cancer-specific survival (CSS). Then those significant variables were integrated to construct nomograms for 3- and 5-year survival. Calibration plots for the 3- and 5-year survival in training and validation sets showed that the prediction curve was close to a 45 degree slash. The C-indices of OS in training and validation cohorts were 0.705 and 0.678, respectively. Similar results were observed for CSS in training and validation cohorts. CONCLUSIONS: Our proposed nomograms can effectively and accurately predict the prognosis of BC patients with bone metastasis at presentation, which provide a basis for individual treatments for metastatic lesions. |
format | Online Article Text |
id | pubmed-7154431 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-71544312020-04-17 Novel prognostic nomograms for female patients with breast cancer and bone metastasis at presentation Wang, Zhan Cheng, Yonggang Chen, Shi Shao, Haiyu Chen, Xiaowei Wang, Zenan Wang, Yucheng Zhou, Hao Chen, Tao Lin, Nong Ye, Zhaoming Ann Transl Med Original Article BACKGROUND: There is a paucity of literature about prognostic evaluation for patients with breast cancer (BC) and bone metastasis at presentation. To date, little is known about how to accurately predict the prognosis of BC patients with bone metastasis at presentation. Thus, an accurate prediction tool of prognosis in this population is urgently needed. Our goal is to construct novel and prognostic nomograms for BC patients with bone metastasis at presentation. METHODS: We searched Surveillance, Epidemiology, and End Results (SEER) database for BC patients with bone metastasis at presentation between 2010 and 2016. Multivariate analysis was performed to obtain significantly independent variables. Then, novel prognostic nomograms were constructed based on those independent predictors. RESULTS: Tumor grade, histological type, primary tumor size, tumor subtype, surgery, chemotherapy and number of metastatic organs except bone were recognized as significantly independent variables of both overall survival (OS) and cancer-specific survival (CSS). Then those significant variables were integrated to construct nomograms for 3- and 5-year survival. Calibration plots for the 3- and 5-year survival in training and validation sets showed that the prediction curve was close to a 45 degree slash. The C-indices of OS in training and validation cohorts were 0.705 and 0.678, respectively. Similar results were observed for CSS in training and validation cohorts. CONCLUSIONS: Our proposed nomograms can effectively and accurately predict the prognosis of BC patients with bone metastasis at presentation, which provide a basis for individual treatments for metastatic lesions. AME Publishing Company 2020-03 /pmc/articles/PMC7154431/ /pubmed/32309344 http://dx.doi.org/10.21037/atm.2020.01.37 Text en 2020 Annals of Translational Medicine. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Wang, Zhan Cheng, Yonggang Chen, Shi Shao, Haiyu Chen, Xiaowei Wang, Zenan Wang, Yucheng Zhou, Hao Chen, Tao Lin, Nong Ye, Zhaoming Novel prognostic nomograms for female patients with breast cancer and bone metastasis at presentation |
title | Novel prognostic nomograms for female patients with breast cancer and bone metastasis at presentation |
title_full | Novel prognostic nomograms for female patients with breast cancer and bone metastasis at presentation |
title_fullStr | Novel prognostic nomograms for female patients with breast cancer and bone metastasis at presentation |
title_full_unstemmed | Novel prognostic nomograms for female patients with breast cancer and bone metastasis at presentation |
title_short | Novel prognostic nomograms for female patients with breast cancer and bone metastasis at presentation |
title_sort | novel prognostic nomograms for female patients with breast cancer and bone metastasis at presentation |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7154431/ https://www.ncbi.nlm.nih.gov/pubmed/32309344 http://dx.doi.org/10.21037/atm.2020.01.37 |
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