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The prognosis of breast cancer patients with bone metastasis could be potentially estimated based on blood routine test and biochemical examination at admission
PURPOSE: Due to the poor and unpredictable prognosis of breast cancer (BC) patients with bone metastasis, it is necessary to find convenient and available prognostic predictors. This study aimed to recognize the clinical and prognostic factors related to clinical laboratory examination and to constr...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10321207/ https://www.ncbi.nlm.nih.gov/pubmed/37395196 http://dx.doi.org/10.1080/07853890.2023.2231342 |
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author | Huang, Bo Wu, Fang-Cai Wang, Wei-Dong Shao, Bu-Qing Wang, Xiao-Mei Lin, Ying-Miao Zheng, Guo-Xing Dong, Ming-Ming Liu, Can-Tong Xu, Yi-Wei Wang, Xin-Jia |
author_facet | Huang, Bo Wu, Fang-Cai Wang, Wei-Dong Shao, Bu-Qing Wang, Xiao-Mei Lin, Ying-Miao Zheng, Guo-Xing Dong, Ming-Ming Liu, Can-Tong Xu, Yi-Wei Wang, Xin-Jia |
author_sort | Huang, Bo |
collection | PubMed |
description | PURPOSE: Due to the poor and unpredictable prognosis of breast cancer (BC) patients with bone metastasis, it is necessary to find convenient and available prognostic predictors. This study aimed to recognize the clinical and prognostic factors related to clinical laboratory examination and to construct a prognostic nomogram for BC bone metastasis. METHODS: We retrospectively analyzed 32 candidate indicators from clinical features and laboratory examination data of 276 BC patients with bone metastasis. Univariate and multivariate regression analyses were performed to identify significant prognostic factors related to BC with bone metastasis. Nomogram was constructed and estimated by receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis. RESULTS: Patients were randomly grouped into training (n = 197) and validation cohorts (n = 79). In training cohort, the multivariate regression analysis revealed that age, other organ metastasis sites, serum level of lactate dehydrogenase, globulin, white blood cell count, mean corpuscular volume, mean corpuscular hemoglobin, and monocyte ratio were independent prognostic factors for BC with bone metastasis. The prognostic nomogram in training cohort exhibited areas under the ROC curve (AUCs) of 0.797, 0.782, and 0.794, respectively, for predicting 1-, 3-, and 5-year overall survival. In validation cohort, the nomogram still showed acceptable discrimination ability (AUCs: 0.723, 0.742, and 0.704) and calibration. CONCLUSION: This study constructed a novel prognostic nomogram for BC patients with bone metastasis. It could serve as a potential tool of survival assessment to help individual treatment decision-making for clinicians. |
format | Online Article Text |
id | pubmed-10321207 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-103212072023-07-06 The prognosis of breast cancer patients with bone metastasis could be potentially estimated based on blood routine test and biochemical examination at admission Huang, Bo Wu, Fang-Cai Wang, Wei-Dong Shao, Bu-Qing Wang, Xiao-Mei Lin, Ying-Miao Zheng, Guo-Xing Dong, Ming-Ming Liu, Can-Tong Xu, Yi-Wei Wang, Xin-Jia Ann Med Research Article PURPOSE: Due to the poor and unpredictable prognosis of breast cancer (BC) patients with bone metastasis, it is necessary to find convenient and available prognostic predictors. This study aimed to recognize the clinical and prognostic factors related to clinical laboratory examination and to construct a prognostic nomogram for BC bone metastasis. METHODS: We retrospectively analyzed 32 candidate indicators from clinical features and laboratory examination data of 276 BC patients with bone metastasis. Univariate and multivariate regression analyses were performed to identify significant prognostic factors related to BC with bone metastasis. Nomogram was constructed and estimated by receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis. RESULTS: Patients were randomly grouped into training (n = 197) and validation cohorts (n = 79). In training cohort, the multivariate regression analysis revealed that age, other organ metastasis sites, serum level of lactate dehydrogenase, globulin, white blood cell count, mean corpuscular volume, mean corpuscular hemoglobin, and monocyte ratio were independent prognostic factors for BC with bone metastasis. The prognostic nomogram in training cohort exhibited areas under the ROC curve (AUCs) of 0.797, 0.782, and 0.794, respectively, for predicting 1-, 3-, and 5-year overall survival. In validation cohort, the nomogram still showed acceptable discrimination ability (AUCs: 0.723, 0.742, and 0.704) and calibration. CONCLUSION: This study constructed a novel prognostic nomogram for BC patients with bone metastasis. It could serve as a potential tool of survival assessment to help individual treatment decision-making for clinicians. Taylor & Francis 2023-07-03 /pmc/articles/PMC10321207/ /pubmed/37395196 http://dx.doi.org/10.1080/07853890.2023.2231342 Text en © 2023 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. The terms on which this article has been published allow the posting of the Accepted Manuscript in a repository by the author(s) or with their consent. |
spellingShingle | Research Article Huang, Bo Wu, Fang-Cai Wang, Wei-Dong Shao, Bu-Qing Wang, Xiao-Mei Lin, Ying-Miao Zheng, Guo-Xing Dong, Ming-Ming Liu, Can-Tong Xu, Yi-Wei Wang, Xin-Jia The prognosis of breast cancer patients with bone metastasis could be potentially estimated based on blood routine test and biochemical examination at admission |
title | The prognosis of breast cancer patients with bone metastasis could be potentially estimated based on blood routine test and biochemical examination at admission |
title_full | The prognosis of breast cancer patients with bone metastasis could be potentially estimated based on blood routine test and biochemical examination at admission |
title_fullStr | The prognosis of breast cancer patients with bone metastasis could be potentially estimated based on blood routine test and biochemical examination at admission |
title_full_unstemmed | The prognosis of breast cancer patients with bone metastasis could be potentially estimated based on blood routine test and biochemical examination at admission |
title_short | The prognosis of breast cancer patients with bone metastasis could be potentially estimated based on blood routine test and biochemical examination at admission |
title_sort | prognosis of breast cancer patients with bone metastasis could be potentially estimated based on blood routine test and biochemical examination at admission |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10321207/ https://www.ncbi.nlm.nih.gov/pubmed/37395196 http://dx.doi.org/10.1080/07853890.2023.2231342 |
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