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Prognostic nomogram for predicting 5-year overall survival in Chinese patients with high-grade osteosarcoma
This study aimed to construct a widely accepted prognostic nomogram in Chinese high-grade osteosarcoma (HOS) patients aged ≤ 30 years to provide insight into predicting 5-year overall survival (OS). Data from 503 consecutive HOS patients at our centre between 12/2012 and 05/2019 were retrospectively...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8421452/ https://www.ncbi.nlm.nih.gov/pubmed/34489489 http://dx.doi.org/10.1038/s41598-021-97090-0 |
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author | Yao, Zhihong Tan, Zunxian Yang, Jifei Yang, Yihao Wang, Cao Chen, Jiaxiang Zhu, Yanan Wang, Tiying Han, Lei Zhu, Lin Yang, Zuozhang |
author_facet | Yao, Zhihong Tan, Zunxian Yang, Jifei Yang, Yihao Wang, Cao Chen, Jiaxiang Zhu, Yanan Wang, Tiying Han, Lei Zhu, Lin Yang, Zuozhang |
author_sort | Yao, Zhihong |
collection | PubMed |
description | This study aimed to construct a widely accepted prognostic nomogram in Chinese high-grade osteosarcoma (HOS) patients aged ≤ 30 years to provide insight into predicting 5-year overall survival (OS). Data from 503 consecutive HOS patients at our centre between 12/2012 and 05/2019 were retrospectively collected. Eighty-four clinical features and routine laboratory haematological and biochemical testing indicators of each patient at the time of diagnosis were collected. A prognostic nomogram model for predicting OS was constructed based on the Cox proportional hazards model. The performance was assessed by the concordance index (C-index), receiver operating characteristic curve and calibration curve. The utility was evaluated by decision curve analysis. The 5-year OS was 52.1% and 2.6% for the nonmetastatic and metastatic patients, respectively. The nomogram included nine important variables based on a multivariate analysis: tumour stage, surgical type, metastasis, preoperative neoadjuvant chemotherapy cycle, postoperative metastasis time, mean corpuscular volume, tumour-specific growth factor, gamma-glutamyl transferase and creatinine. The calibration curve showed that the nomogram was able to predict 5-year OS accurately. The C-index of the nomogram for OS prediction was 0.795 (range, 0.703–0.887). Moreover, the decision curve analysis curve also demonstrated the clinical benefit of this model. The nomogram provides an individualized risk estimate of the 5-year OS in patients with HOS aged ≤ 30 years in a Chinese population-based cohort. |
format | Online Article Text |
id | pubmed-8421452 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-84214522021-09-09 Prognostic nomogram for predicting 5-year overall survival in Chinese patients with high-grade osteosarcoma Yao, Zhihong Tan, Zunxian Yang, Jifei Yang, Yihao Wang, Cao Chen, Jiaxiang Zhu, Yanan Wang, Tiying Han, Lei Zhu, Lin Yang, Zuozhang Sci Rep Article This study aimed to construct a widely accepted prognostic nomogram in Chinese high-grade osteosarcoma (HOS) patients aged ≤ 30 years to provide insight into predicting 5-year overall survival (OS). Data from 503 consecutive HOS patients at our centre between 12/2012 and 05/2019 were retrospectively collected. Eighty-four clinical features and routine laboratory haematological and biochemical testing indicators of each patient at the time of diagnosis were collected. A prognostic nomogram model for predicting OS was constructed based on the Cox proportional hazards model. The performance was assessed by the concordance index (C-index), receiver operating characteristic curve and calibration curve. The utility was evaluated by decision curve analysis. The 5-year OS was 52.1% and 2.6% for the nonmetastatic and metastatic patients, respectively. The nomogram included nine important variables based on a multivariate analysis: tumour stage, surgical type, metastasis, preoperative neoadjuvant chemotherapy cycle, postoperative metastasis time, mean corpuscular volume, tumour-specific growth factor, gamma-glutamyl transferase and creatinine. The calibration curve showed that the nomogram was able to predict 5-year OS accurately. The C-index of the nomogram for OS prediction was 0.795 (range, 0.703–0.887). Moreover, the decision curve analysis curve also demonstrated the clinical benefit of this model. The nomogram provides an individualized risk estimate of the 5-year OS in patients with HOS aged ≤ 30 years in a Chinese population-based cohort. Nature Publishing Group UK 2021-09-06 /pmc/articles/PMC8421452/ /pubmed/34489489 http://dx.doi.org/10.1038/s41598-021-97090-0 Text en © The Author(s) 2021, corrected publication 2021 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 Yao, Zhihong Tan, Zunxian Yang, Jifei Yang, Yihao Wang, Cao Chen, Jiaxiang Zhu, Yanan Wang, Tiying Han, Lei Zhu, Lin Yang, Zuozhang Prognostic nomogram for predicting 5-year overall survival in Chinese patients with high-grade osteosarcoma |
title | Prognostic nomogram for predicting 5-year overall survival in Chinese patients with high-grade osteosarcoma |
title_full | Prognostic nomogram for predicting 5-year overall survival in Chinese patients with high-grade osteosarcoma |
title_fullStr | Prognostic nomogram for predicting 5-year overall survival in Chinese patients with high-grade osteosarcoma |
title_full_unstemmed | Prognostic nomogram for predicting 5-year overall survival in Chinese patients with high-grade osteosarcoma |
title_short | Prognostic nomogram for predicting 5-year overall survival in Chinese patients with high-grade osteosarcoma |
title_sort | prognostic nomogram for predicting 5-year overall survival in chinese patients with high-grade osteosarcoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8421452/ https://www.ncbi.nlm.nih.gov/pubmed/34489489 http://dx.doi.org/10.1038/s41598-021-97090-0 |
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