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Score for the Survival Probability in Metastasis Breast Cancer: A Nomogram-Based Risk Assessment Model
PURPOSE: Survival of metastatic breast cancer (MBC) patient remains unknown and varies greatly from person to person. Thus, we aimed to construct a nomogram to quantify the survival probability of patients with MBC. MATERIALS AND METHODS: We had included 793 MBC patients and calculated trends of cas...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Korean Cancer Association
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6192925/ https://www.ncbi.nlm.nih.gov/pubmed/29334609 http://dx.doi.org/10.4143/crt.2017.443 |
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author | Xiong, Zhenchong Deng, Guangzheng Huang, Xinjian Li, Xing Xie, Xinhua Wang, Jin Shuang, Zeyu Wang, Xi |
author_facet | Xiong, Zhenchong Deng, Guangzheng Huang, Xinjian Li, Xing Xie, Xinhua Wang, Jin Shuang, Zeyu Wang, Xi |
author_sort | Xiong, Zhenchong |
collection | PubMed |
description | PURPOSE: Survival of metastatic breast cancer (MBC) patient remains unknown and varies greatly from person to person. Thus, we aimed to construct a nomogram to quantify the survival probability of patients with MBC. MATERIALS AND METHODS: We had included 793 MBC patients and calculated trends of case fatality rate by Kaplan-Meier method and joinpoint regression. Six hundred thirty-four patients with MBC between January 2004 and July 2011 and 159 patients with MBC between August 2011 and July 2013 were assigned to training cohort and internal validation cohort, respectively. We constructed the nomogram based on the results of univariable and multivariable Cox regression analyses in the training cohort and validated the nomogram in the validation cohort. Concordance index and calibration curves were used to assess the effectiveness of nomogram. RESULTS: Case fatality rate of MBC was increasing (annual percentage change [APC], 21.6; 95% confidence interval [CI], 1.0 to 46.3; p < 0.05) in the first 18 months and then decreased (APC, -4.5; 95% CI, -8.2 to -0.7; p < 0.05). Metastasis-free interval, age, metastasis location, and hormone receptor status were independent prognostic factors and were included in the nomogram, which had a concordance index of 0.69 in the training cohort and 0.67 in the validation cohort. Calibration curves indicated good consistency between the two cohorts at 1 and 3 years. CONCLUSION: In conclusion, the fatality risk of MBC was increasing and reached the summit between 13th and 18th month after the detection of MBC. We have developed and validated a nomogram to predict the 1- and 3-year survival probability in MBC. |
format | Online Article Text |
id | pubmed-6192925 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Korean Cancer Association |
record_format | MEDLINE/PubMed |
spelling | pubmed-61929252018-10-24 Score for the Survival Probability in Metastasis Breast Cancer: A Nomogram-Based Risk Assessment Model Xiong, Zhenchong Deng, Guangzheng Huang, Xinjian Li, Xing Xie, Xinhua Wang, Jin Shuang, Zeyu Wang, Xi Cancer Res Treat Original Article PURPOSE: Survival of metastatic breast cancer (MBC) patient remains unknown and varies greatly from person to person. Thus, we aimed to construct a nomogram to quantify the survival probability of patients with MBC. MATERIALS AND METHODS: We had included 793 MBC patients and calculated trends of case fatality rate by Kaplan-Meier method and joinpoint regression. Six hundred thirty-four patients with MBC between January 2004 and July 2011 and 159 patients with MBC between August 2011 and July 2013 were assigned to training cohort and internal validation cohort, respectively. We constructed the nomogram based on the results of univariable and multivariable Cox regression analyses in the training cohort and validated the nomogram in the validation cohort. Concordance index and calibration curves were used to assess the effectiveness of nomogram. RESULTS: Case fatality rate of MBC was increasing (annual percentage change [APC], 21.6; 95% confidence interval [CI], 1.0 to 46.3; p < 0.05) in the first 18 months and then decreased (APC, -4.5; 95% CI, -8.2 to -0.7; p < 0.05). Metastasis-free interval, age, metastasis location, and hormone receptor status were independent prognostic factors and were included in the nomogram, which had a concordance index of 0.69 in the training cohort and 0.67 in the validation cohort. Calibration curves indicated good consistency between the two cohorts at 1 and 3 years. CONCLUSION: In conclusion, the fatality risk of MBC was increasing and reached the summit between 13th and 18th month after the detection of MBC. We have developed and validated a nomogram to predict the 1- and 3-year survival probability in MBC. Korean Cancer Association 2018-10 2018-01-02 /pmc/articles/PMC6192925/ /pubmed/29334609 http://dx.doi.org/10.4143/crt.2017.443 Text en Copyright © 2018 by the Korean Cancer Association This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Xiong, Zhenchong Deng, Guangzheng Huang, Xinjian Li, Xing Xie, Xinhua Wang, Jin Shuang, Zeyu Wang, Xi Score for the Survival Probability in Metastasis Breast Cancer: A Nomogram-Based Risk Assessment Model |
title | Score for the Survival Probability in Metastasis Breast Cancer: A Nomogram-Based Risk Assessment Model |
title_full | Score for the Survival Probability in Metastasis Breast Cancer: A Nomogram-Based Risk Assessment Model |
title_fullStr | Score for the Survival Probability in Metastasis Breast Cancer: A Nomogram-Based Risk Assessment Model |
title_full_unstemmed | Score for the Survival Probability in Metastasis Breast Cancer: A Nomogram-Based Risk Assessment Model |
title_short | Score for the Survival Probability in Metastasis Breast Cancer: A Nomogram-Based Risk Assessment Model |
title_sort | score for the survival probability in metastasis breast cancer: a nomogram-based risk assessment model |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6192925/ https://www.ncbi.nlm.nih.gov/pubmed/29334609 http://dx.doi.org/10.4143/crt.2017.443 |
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