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Clinical outcomes and a nomogram for de novo metastatic breast cancer with lung metastasis: a population-based study
To better understand the clinical characteristics of newly diagnosed lung metastatic breast cancer (LMBC) and quantify its prognosis, we retrieved data on patients with LMBC from the Surveillance, Epidemiology, and End Results database. Eligible patients were randomly assigned to training and valida...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8897413/ https://www.ncbi.nlm.nih.gov/pubmed/35246585 http://dx.doi.org/10.1038/s41598-022-07565-x |
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author | Liu, Weiming Han, Yiqun |
author_facet | Liu, Weiming Han, Yiqun |
author_sort | Liu, Weiming |
collection | PubMed |
description | To better understand the clinical characteristics of newly diagnosed lung metastatic breast cancer (LMBC) and quantify its prognosis, we retrieved data on patients with LMBC from the Surveillance, Epidemiology, and End Results database. Eligible patients were randomly assigned to training and validation cohorts (ratio 7:3) to establish a nomogram using the Cox proportional hazards regression model. In total, 4310 patients with LMBC were enrolled, including 52.4% (2259/4310) HR+/HER2−, 17.6% (757/4310) HR+/HER2+, 10.8% (467/4310) HR−/HER2+, and 19.2% (827/4310) HR−/HER2− subtype patients. Inclinations of lung and brain involvement in HR−/HER2+ and HR−/HER2− subgroups, liver involvement in the HER2 overexpressing subgroup, and bone involvement in the HR-positive subgroup were detected in the LMBC population. Regarding prognosis, HR+/HER2+ subtype patients presented the most favorable profile (mOS 35.0 months, 95% CI 30.1–39.9), while HR−/HER2− patients exhibited the worst (mOS 11.0 months, 95% CI, 10.0–11.9). A nomogram was developed in the training cohort and validated internally (C-index 0.70) and externally (C-index 0.71), suggestive of decent performance. This study assessed the clinical outcomes associated with molecular subtypes, metastatic patterns, and surgical intervention and provided a robust nomogram for the estimation of survival probabilities, which are promising for the management of LMBC in clinical practice. |
format | Online Article Text |
id | pubmed-8897413 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-88974132022-03-07 Clinical outcomes and a nomogram for de novo metastatic breast cancer with lung metastasis: a population-based study Liu, Weiming Han, Yiqun Sci Rep Article To better understand the clinical characteristics of newly diagnosed lung metastatic breast cancer (LMBC) and quantify its prognosis, we retrieved data on patients with LMBC from the Surveillance, Epidemiology, and End Results database. Eligible patients were randomly assigned to training and validation cohorts (ratio 7:3) to establish a nomogram using the Cox proportional hazards regression model. In total, 4310 patients with LMBC were enrolled, including 52.4% (2259/4310) HR+/HER2−, 17.6% (757/4310) HR+/HER2+, 10.8% (467/4310) HR−/HER2+, and 19.2% (827/4310) HR−/HER2− subtype patients. Inclinations of lung and brain involvement in HR−/HER2+ and HR−/HER2− subgroups, liver involvement in the HER2 overexpressing subgroup, and bone involvement in the HR-positive subgroup were detected in the LMBC population. Regarding prognosis, HR+/HER2+ subtype patients presented the most favorable profile (mOS 35.0 months, 95% CI 30.1–39.9), while HR−/HER2− patients exhibited the worst (mOS 11.0 months, 95% CI, 10.0–11.9). A nomogram was developed in the training cohort and validated internally (C-index 0.70) and externally (C-index 0.71), suggestive of decent performance. This study assessed the clinical outcomes associated with molecular subtypes, metastatic patterns, and surgical intervention and provided a robust nomogram for the estimation of survival probabilities, which are promising for the management of LMBC in clinical practice. Nature Publishing Group UK 2022-03-04 /pmc/articles/PMC8897413/ /pubmed/35246585 http://dx.doi.org/10.1038/s41598-022-07565-x Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Liu, Weiming Han, Yiqun Clinical outcomes and a nomogram for de novo metastatic breast cancer with lung metastasis: a population-based study |
title | Clinical outcomes and a nomogram for de novo metastatic breast cancer with lung metastasis: a population-based study |
title_full | Clinical outcomes and a nomogram for de novo metastatic breast cancer with lung metastasis: a population-based study |
title_fullStr | Clinical outcomes and a nomogram for de novo metastatic breast cancer with lung metastasis: a population-based study |
title_full_unstemmed | Clinical outcomes and a nomogram for de novo metastatic breast cancer with lung metastasis: a population-based study |
title_short | Clinical outcomes and a nomogram for de novo metastatic breast cancer with lung metastasis: a population-based study |
title_sort | clinical outcomes and a nomogram for de novo metastatic breast cancer with lung metastasis: a population-based study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8897413/ https://www.ncbi.nlm.nih.gov/pubmed/35246585 http://dx.doi.org/10.1038/s41598-022-07565-x |
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