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A new prediction model for overall survival of elderly patients with solitary bone plasmacytoma: A population-based study
BACKGROUND: Comprehensive studies on the prognosis of solitary bone plasmacytoma (SPB) are lacking, especially in elderly patients with SPB. This study aims to establish a novel nomogram and risk stratification system to predict the overall survival (OS) of elderly patients with SPB. METHODS: The da...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9513445/ https://www.ncbi.nlm.nih.gov/pubmed/36176534 http://dx.doi.org/10.3389/fpubh.2022.954816 |
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author | Wu, Yingying Wei, Jiemin Chen, Shaomei Liu, Xiaozhu Cao, Junyi |
author_facet | Wu, Yingying Wei, Jiemin Chen, Shaomei Liu, Xiaozhu Cao, Junyi |
author_sort | Wu, Yingying |
collection | PubMed |
description | BACKGROUND: Comprehensive studies on the prognosis of solitary bone plasmacytoma (SPB) are lacking, especially in elderly patients with SPB. This study aims to establish a novel nomogram and risk stratification system to predict the overall survival (OS) of elderly patients with SPB. METHODS: The data of elderly patients with SPB from 2000 to 2017 were identified in the SEER database. SPB patients were randomly assigned to the training set (n = 825) and validation set (n = 354). The Cox regression analysis was used to determine the independent risk factors for OS in elderly SPB patients. The nomogram was established and assessed by the area under the receiver operating curve (AUC), the consistency index (C-index), and the calibration plot. Patients were divided into low-, medium-, and high-risk groups based on the score of the nomogram. The Kaplan-Meier (K-M) curve was used to verify the differences in overall survival among the three groups. RESULT: A total of 1,179 elderly patients with SPB were included in the study. Age at diagnosis, prior cancer before SPB, marital status, radiotherapy, and chemotherapy were independent risk factors of OS. The AUC of the 3, 5, and 8-year OS in the training and validation sets were between 0.707 and 0.860. The C-index and calibration plot also indicated that the nomogram has great predictive accuracy and robustness. After risk stratification, patients in the high-risk group had the worst OS. CONCLUSION: A novel nomogram was built to predict the OS of elderly patients with SPB. It will help clinicians formulate more reasonable and personalized treatment strategies. |
format | Online Article Text |
id | pubmed-9513445 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95134452022-09-28 A new prediction model for overall survival of elderly patients with solitary bone plasmacytoma: A population-based study Wu, Yingying Wei, Jiemin Chen, Shaomei Liu, Xiaozhu Cao, Junyi Front Public Health Public Health BACKGROUND: Comprehensive studies on the prognosis of solitary bone plasmacytoma (SPB) are lacking, especially in elderly patients with SPB. This study aims to establish a novel nomogram and risk stratification system to predict the overall survival (OS) of elderly patients with SPB. METHODS: The data of elderly patients with SPB from 2000 to 2017 were identified in the SEER database. SPB patients were randomly assigned to the training set (n = 825) and validation set (n = 354). The Cox regression analysis was used to determine the independent risk factors for OS in elderly SPB patients. The nomogram was established and assessed by the area under the receiver operating curve (AUC), the consistency index (C-index), and the calibration plot. Patients were divided into low-, medium-, and high-risk groups based on the score of the nomogram. The Kaplan-Meier (K-M) curve was used to verify the differences in overall survival among the three groups. RESULT: A total of 1,179 elderly patients with SPB were included in the study. Age at diagnosis, prior cancer before SPB, marital status, radiotherapy, and chemotherapy were independent risk factors of OS. The AUC of the 3, 5, and 8-year OS in the training and validation sets were between 0.707 and 0.860. The C-index and calibration plot also indicated that the nomogram has great predictive accuracy and robustness. After risk stratification, patients in the high-risk group had the worst OS. CONCLUSION: A novel nomogram was built to predict the OS of elderly patients with SPB. It will help clinicians formulate more reasonable and personalized treatment strategies. Frontiers Media S.A. 2022-09-13 /pmc/articles/PMC9513445/ /pubmed/36176534 http://dx.doi.org/10.3389/fpubh.2022.954816 Text en Copyright © 2022 Wu, Wei, Chen, Liu and Cao. 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 | Public Health Wu, Yingying Wei, Jiemin Chen, Shaomei Liu, Xiaozhu Cao, Junyi A new prediction model for overall survival of elderly patients with solitary bone plasmacytoma: A population-based study |
title | A new prediction model for overall survival of elderly patients with solitary bone plasmacytoma: A population-based study |
title_full | A new prediction model for overall survival of elderly patients with solitary bone plasmacytoma: A population-based study |
title_fullStr | A new prediction model for overall survival of elderly patients with solitary bone plasmacytoma: A population-based study |
title_full_unstemmed | A new prediction model for overall survival of elderly patients with solitary bone plasmacytoma: A population-based study |
title_short | A new prediction model for overall survival of elderly patients with solitary bone plasmacytoma: A population-based study |
title_sort | new prediction model for overall survival of elderly patients with solitary bone plasmacytoma: a population-based study |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9513445/ https://www.ncbi.nlm.nih.gov/pubmed/36176534 http://dx.doi.org/10.3389/fpubh.2022.954816 |
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