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Prognosis prediction and risk factors for triple‐negative breast cancer patients with brain metastasis: A population‐based study

BACKGROUND: Brain metastasis (BM) in triple‐negative breast cancer (TNBC) patients is associated with significant morbidity and mortality. In this research we aimed to develop a nomogram to predict the prognosis of TNBC patients with BMs (TNBC‐BM) and explore the potential risk factors. METHODS: We...

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Autores principales: Yang, Yuqin, Zhang, Liguo, Tian, Wenjing, Li, Yijie, Qin, Qi, Mao, Yinyan, Liu, Xiuling, Hong, Jiawei, Hu, Lingzhi, Zeng, Qing’an, Zhang, Qingling, Zhao, Hong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10134296/
https://www.ncbi.nlm.nih.gov/pubmed/36629093
http://dx.doi.org/10.1002/cam4.5575
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author Yang, Yuqin
Zhang, Liguo
Tian, Wenjing
Li, Yijie
Qin, Qi
Mao, Yinyan
Liu, Xiuling
Hong, Jiawei
Hu, Lingzhi
Zeng, Qing’an
Zhang, Qingling
Zhao, Hong
author_facet Yang, Yuqin
Zhang, Liguo
Tian, Wenjing
Li, Yijie
Qin, Qi
Mao, Yinyan
Liu, Xiuling
Hong, Jiawei
Hu, Lingzhi
Zeng, Qing’an
Zhang, Qingling
Zhao, Hong
author_sort Yang, Yuqin
collection PubMed
description BACKGROUND: Brain metastasis (BM) in triple‐negative breast cancer (TNBC) patients is associated with significant morbidity and mortality. In this research we aimed to develop a nomogram to predict the prognosis of TNBC patients with BMs (TNBC‐BM) and explore the potential risk factors. METHODS: We used data from the Surveillance, Epidemiology, and End Results (SEER) database. A prognostic nomogram was built and validated based on patients with BM at newly diagnosed TNBC (nTNBC‐BM). Its effect on TNBC patients with BM was also validated in an extended group. The prognostic effect of treatment and risk factors for nTNBC‐BM were further tested. RESULTS: A nomogram was constructed and validated to predict overall survival (OS) in TNBC‐BM patients. For patients with BM diagnosed at the initial treatment or later course, the C‐index (0.707, 0.801, and 0.685 in the training, validation, and extended groups, respectively) and calibration plots showed the acceptable prognostic accuracy and clinical applicability of the model. Surgery on the primary tumor and chemotherapy were found to confer significantly better OS (11 months vs. 4 months; 5 months vs. 3 months, respectively). In addition, advanced tumor/nodal stage and bilateral cancer were associated with a higher risk of nTNBC‐BM. CONCLUSION: We developed a sensitive and discriminative nomogram to predict OS in TNBC‐BM patients, both at initial diagnosis and the latter course. nTNBC‐BM patients may benefit more from surgery and chemotherapy than from radiotherapy. In addition, in the predictive model, TNBC patients harboring advanced tumor/nodal stages and bilateral tumors were more likely to have BM at initial diagnosis.
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spelling pubmed-101342962023-04-28 Prognosis prediction and risk factors for triple‐negative breast cancer patients with brain metastasis: A population‐based study Yang, Yuqin Zhang, Liguo Tian, Wenjing Li, Yijie Qin, Qi Mao, Yinyan Liu, Xiuling Hong, Jiawei Hu, Lingzhi Zeng, Qing’an Zhang, Qingling Zhao, Hong Cancer Med RESEARCH ARTICLES BACKGROUND: Brain metastasis (BM) in triple‐negative breast cancer (TNBC) patients is associated with significant morbidity and mortality. In this research we aimed to develop a nomogram to predict the prognosis of TNBC patients with BMs (TNBC‐BM) and explore the potential risk factors. METHODS: We used data from the Surveillance, Epidemiology, and End Results (SEER) database. A prognostic nomogram was built and validated based on patients with BM at newly diagnosed TNBC (nTNBC‐BM). Its effect on TNBC patients with BM was also validated in an extended group. The prognostic effect of treatment and risk factors for nTNBC‐BM were further tested. RESULTS: A nomogram was constructed and validated to predict overall survival (OS) in TNBC‐BM patients. For patients with BM diagnosed at the initial treatment or later course, the C‐index (0.707, 0.801, and 0.685 in the training, validation, and extended groups, respectively) and calibration plots showed the acceptable prognostic accuracy and clinical applicability of the model. Surgery on the primary tumor and chemotherapy were found to confer significantly better OS (11 months vs. 4 months; 5 months vs. 3 months, respectively). In addition, advanced tumor/nodal stage and bilateral cancer were associated with a higher risk of nTNBC‐BM. CONCLUSION: We developed a sensitive and discriminative nomogram to predict OS in TNBC‐BM patients, both at initial diagnosis and the latter course. nTNBC‐BM patients may benefit more from surgery and chemotherapy than from radiotherapy. In addition, in the predictive model, TNBC patients harboring advanced tumor/nodal stages and bilateral tumors were more likely to have BM at initial diagnosis. John Wiley and Sons Inc. 2023-01-11 /pmc/articles/PMC10134296/ /pubmed/36629093 http://dx.doi.org/10.1002/cam4.5575 Text en © 2023 The Authors. Cancer Medicine published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle RESEARCH ARTICLES
Yang, Yuqin
Zhang, Liguo
Tian, Wenjing
Li, Yijie
Qin, Qi
Mao, Yinyan
Liu, Xiuling
Hong, Jiawei
Hu, Lingzhi
Zeng, Qing’an
Zhang, Qingling
Zhao, Hong
Prognosis prediction and risk factors for triple‐negative breast cancer patients with brain metastasis: A population‐based study
title Prognosis prediction and risk factors for triple‐negative breast cancer patients with brain metastasis: A population‐based study
title_full Prognosis prediction and risk factors for triple‐negative breast cancer patients with brain metastasis: A population‐based study
title_fullStr Prognosis prediction and risk factors for triple‐negative breast cancer patients with brain metastasis: A population‐based study
title_full_unstemmed Prognosis prediction and risk factors for triple‐negative breast cancer patients with brain metastasis: A population‐based study
title_short Prognosis prediction and risk factors for triple‐negative breast cancer patients with brain metastasis: A population‐based study
title_sort prognosis prediction and risk factors for triple‐negative breast cancer patients with brain metastasis: a population‐based study
topic RESEARCH ARTICLES
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10134296/
https://www.ncbi.nlm.nih.gov/pubmed/36629093
http://dx.doi.org/10.1002/cam4.5575
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