Cargando…

Clinical characteristics and overall survival prognostic nomogram for metaplastic breast cancer

BACKGROUND: Metaplastic breast cancer (MBC) is a rare breast tumor and the prognostic factors for survival in patients still remain controversial. This study aims to develop and validate a nomogram to predict the overall survival (OS) of patients with MBC. METHODS: We searched the Surveillance, Epid...

Descripción completa

Detalles Bibliográficos
Autores principales: Zheng, Caihong, Fu, Chengbin, Wen, Yahui, Liu, Jiameng, Lin, Shunguo, Han, Hui, Han, Zhonghua, Xu, Chunsen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10018193/
https://www.ncbi.nlm.nih.gov/pubmed/36937402
http://dx.doi.org/10.3389/fonc.2023.1030124
_version_ 1784907761410113536
author Zheng, Caihong
Fu, Chengbin
Wen, Yahui
Liu, Jiameng
Lin, Shunguo
Han, Hui
Han, Zhonghua
Xu, Chunsen
author_facet Zheng, Caihong
Fu, Chengbin
Wen, Yahui
Liu, Jiameng
Lin, Shunguo
Han, Hui
Han, Zhonghua
Xu, Chunsen
author_sort Zheng, Caihong
collection PubMed
description BACKGROUND: Metaplastic breast cancer (MBC) is a rare breast tumor and the prognostic factors for survival in patients still remain controversial. This study aims to develop and validate a nomogram to predict the overall survival (OS) of patients with MBC. METHODS: We searched the Surveillance, Epidemiology, and End Results (SEER) database for data about patients including metaplastic breast cancer and infiltrating ductal carcinoma (IDC) from 2010 to 2018. The survival outcomes of patients between MBC and IDC were analyzed and compared with the Kaplan-Meier (KM) method. MBC patients were randomly allocated to the training set and validation I set by a ratio of eight to two. Meanwhile, the performance of this model was validated again by the validation II set, which consisted of MBC patients from the Union Hospital of Fujian Medical University between 2010 and 2018. The independent prognostic factors were selected by univariate and multivariate Cox regression analyses. The nomogram was constructed to predict individual survival outcomes for MBC patients. The discriminative power, calibration, and clinical effectiveness of the nomogram were evaluated by the concordance index (C-index), the receiver operating characteristic (ROC) curve, and the decision curve analysis (DCA). RESULTS: MBC had a significantly higher T stage (T2 and above accounting for 75.1% vs 39.9%), fewer infiltrated lymph nodes (N0 accounted for 76.2% vs 67.7%), a lower proportion of ER (22.2% vs 81.2%), PR (13.6% vs 71.4%), and HER-2(6.7% vs 17.7%) positive, radiotherapy(51.6% vs 58.0%) but more chemotherapy(67.5% vs 44.7%), and a higher rate of mastectomy(53.2% vs 36.8%), which was discovered when comparing the clinical baseline data between MBC and IDC. Age at diagnosis, T, N, and M stage, as well as surgery and radiation treatment, were all significant independent prognostic factors for overall survival (OS). In the validation I cohort, the nomogram’s C-index (0.769 95% CI 0.710 -0.828) was indicated to be considerably higher than the standard AJCC model’s (0.700 95% CI 0.644 -0.756). Nomogram’s great predictive capability capacity further was supported by the comparatively high C-index of the validation II sets (0.728 95%CI 0.588-0.869). CONCLUSIONS: Metaplastic breast cancer is more aggressive, with a worse clinical prognosis than IDC. This nomogram is recommended for patients with MBC, both American and Chinese, which can help clinicians make more accurate individualized survival analyses.
format Online
Article
Text
id pubmed-10018193
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-100181932023-03-17 Clinical characteristics and overall survival prognostic nomogram for metaplastic breast cancer Zheng, Caihong Fu, Chengbin Wen, Yahui Liu, Jiameng Lin, Shunguo Han, Hui Han, Zhonghua Xu, Chunsen Front Oncol Oncology BACKGROUND: Metaplastic breast cancer (MBC) is a rare breast tumor and the prognostic factors for survival in patients still remain controversial. This study aims to develop and validate a nomogram to predict the overall survival (OS) of patients with MBC. METHODS: We searched the Surveillance, Epidemiology, and End Results (SEER) database for data about patients including metaplastic breast cancer and infiltrating ductal carcinoma (IDC) from 2010 to 2018. The survival outcomes of patients between MBC and IDC were analyzed and compared with the Kaplan-Meier (KM) method. MBC patients were randomly allocated to the training set and validation I set by a ratio of eight to two. Meanwhile, the performance of this model was validated again by the validation II set, which consisted of MBC patients from the Union Hospital of Fujian Medical University between 2010 and 2018. The independent prognostic factors were selected by univariate and multivariate Cox regression analyses. The nomogram was constructed to predict individual survival outcomes for MBC patients. The discriminative power, calibration, and clinical effectiveness of the nomogram were evaluated by the concordance index (C-index), the receiver operating characteristic (ROC) curve, and the decision curve analysis (DCA). RESULTS: MBC had a significantly higher T stage (T2 and above accounting for 75.1% vs 39.9%), fewer infiltrated lymph nodes (N0 accounted for 76.2% vs 67.7%), a lower proportion of ER (22.2% vs 81.2%), PR (13.6% vs 71.4%), and HER-2(6.7% vs 17.7%) positive, radiotherapy(51.6% vs 58.0%) but more chemotherapy(67.5% vs 44.7%), and a higher rate of mastectomy(53.2% vs 36.8%), which was discovered when comparing the clinical baseline data between MBC and IDC. Age at diagnosis, T, N, and M stage, as well as surgery and radiation treatment, were all significant independent prognostic factors for overall survival (OS). In the validation I cohort, the nomogram’s C-index (0.769 95% CI 0.710 -0.828) was indicated to be considerably higher than the standard AJCC model’s (0.700 95% CI 0.644 -0.756). Nomogram’s great predictive capability capacity further was supported by the comparatively high C-index of the validation II sets (0.728 95%CI 0.588-0.869). CONCLUSIONS: Metaplastic breast cancer is more aggressive, with a worse clinical prognosis than IDC. This nomogram is recommended for patients with MBC, both American and Chinese, which can help clinicians make more accurate individualized survival analyses. Frontiers Media S.A. 2023-03-02 /pmc/articles/PMC10018193/ /pubmed/36937402 http://dx.doi.org/10.3389/fonc.2023.1030124 Text en Copyright © 2023 Zheng, Fu, Wen, Liu, Lin, Han, Han and Xu https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Oncology
Zheng, Caihong
Fu, Chengbin
Wen, Yahui
Liu, Jiameng
Lin, Shunguo
Han, Hui
Han, Zhonghua
Xu, Chunsen
Clinical characteristics and overall survival prognostic nomogram for metaplastic breast cancer
title Clinical characteristics and overall survival prognostic nomogram for metaplastic breast cancer
title_full Clinical characteristics and overall survival prognostic nomogram for metaplastic breast cancer
title_fullStr Clinical characteristics and overall survival prognostic nomogram for metaplastic breast cancer
title_full_unstemmed Clinical characteristics and overall survival prognostic nomogram for metaplastic breast cancer
title_short Clinical characteristics and overall survival prognostic nomogram for metaplastic breast cancer
title_sort clinical characteristics and overall survival prognostic nomogram for metaplastic breast cancer
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10018193/
https://www.ncbi.nlm.nih.gov/pubmed/36937402
http://dx.doi.org/10.3389/fonc.2023.1030124
work_keys_str_mv AT zhengcaihong clinicalcharacteristicsandoverallsurvivalprognosticnomogramformetaplasticbreastcancer
AT fuchengbin clinicalcharacteristicsandoverallsurvivalprognosticnomogramformetaplasticbreastcancer
AT wenyahui clinicalcharacteristicsandoverallsurvivalprognosticnomogramformetaplasticbreastcancer
AT liujiameng clinicalcharacteristicsandoverallsurvivalprognosticnomogramformetaplasticbreastcancer
AT linshunguo clinicalcharacteristicsandoverallsurvivalprognosticnomogramformetaplasticbreastcancer
AT hanhui clinicalcharacteristicsandoverallsurvivalprognosticnomogramformetaplasticbreastcancer
AT hanzhonghua clinicalcharacteristicsandoverallsurvivalprognosticnomogramformetaplasticbreastcancer
AT xuchunsen clinicalcharacteristicsandoverallsurvivalprognosticnomogramformetaplasticbreastcancer