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Development and Validation of the Individualized Prognostic Nomograms in Patients With Right- and Left-Sided Colon Cancer
BACKGROUND: The overall survival (OS) of patients diagnosed with colon cancer (CC) varied greatly, so did the patients with the same tumor stage. We aimed to design a nomogram that is capable of predicting OS in resected left-sided colon cancers (LSCC) and right-sided colon cancers (RSCC), and thus...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8591050/ https://www.ncbi.nlm.nih.gov/pubmed/34790565 http://dx.doi.org/10.3389/fonc.2021.709835 |
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author | Luo, Zai Fu, Zhongmao Li, Tengfei Zhang, Yuan Zhang, Jianming Yang, Yan Yang, Zhengfeng Li, Qi Qiu, Zhengjun Huang, Chen |
author_facet | Luo, Zai Fu, Zhongmao Li, Tengfei Zhang, Yuan Zhang, Jianming Yang, Yan Yang, Zhengfeng Li, Qi Qiu, Zhengjun Huang, Chen |
author_sort | Luo, Zai |
collection | PubMed |
description | BACKGROUND: The overall survival (OS) of patients diagnosed with colon cancer (CC) varied greatly, so did the patients with the same tumor stage. We aimed to design a nomogram that is capable of predicting OS in resected left-sided colon cancers (LSCC) and right-sided colon cancers (RSCC), and thus to stratify patients into different risk groups, respectively. METHODS: Records from a retrospective cohort of 577 patients with complete information were used to construct the nomogram. Univariate and multivariate analyses screened risk factors associated with overall survival. The performance of the nomogram was evaluated with concordance index (c-index), calibration plots, and decision curve analyses for discrimination, accuracy, calibration ability, and clinical net benefits, respectively, which was further compared with the American Joint Committee on Cancer (AJCC) 8th tumor-node-metastasis (TNM) classification. Risk stratification based on nomogram scores was performed with recursive partitioning analysis. RESULTS: The LSCC nomogram incorporated carbohydrate antigen 12-5 (CA12-5), age and log odds of positive lymph nodes (LODDS), and RSCC nomogram enrolled tumor stroma percentage (TSP), age and LODDS. Compared with the TNM classification, the LSCC and RSCC nomograms both had a statistically higher C-index (0.837, 95% CI: 0.827–0.846 and 0.780, 95% CI 0.773–0.787, respectively) and more clinical net benefits, respectively. Calibration plots revealed no deviations from reference lines. All results were reproducible in the validation cohort. CONCLUSIONS: An original predictive nomogram was constructed and validated for OS in patients with CC after surgery, which had facilitated physicians to appraise the individual survival of postoperative patients accurately and to identify high-risk patients who were in need of more aggressive treatment and follow-up strategies. |
format | Online Article Text |
id | pubmed-8591050 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85910502021-11-16 Development and Validation of the Individualized Prognostic Nomograms in Patients With Right- and Left-Sided Colon Cancer Luo, Zai Fu, Zhongmao Li, Tengfei Zhang, Yuan Zhang, Jianming Yang, Yan Yang, Zhengfeng Li, Qi Qiu, Zhengjun Huang, Chen Front Oncol Oncology BACKGROUND: The overall survival (OS) of patients diagnosed with colon cancer (CC) varied greatly, so did the patients with the same tumor stage. We aimed to design a nomogram that is capable of predicting OS in resected left-sided colon cancers (LSCC) and right-sided colon cancers (RSCC), and thus to stratify patients into different risk groups, respectively. METHODS: Records from a retrospective cohort of 577 patients with complete information were used to construct the nomogram. Univariate and multivariate analyses screened risk factors associated with overall survival. The performance of the nomogram was evaluated with concordance index (c-index), calibration plots, and decision curve analyses for discrimination, accuracy, calibration ability, and clinical net benefits, respectively, which was further compared with the American Joint Committee on Cancer (AJCC) 8th tumor-node-metastasis (TNM) classification. Risk stratification based on nomogram scores was performed with recursive partitioning analysis. RESULTS: The LSCC nomogram incorporated carbohydrate antigen 12-5 (CA12-5), age and log odds of positive lymph nodes (LODDS), and RSCC nomogram enrolled tumor stroma percentage (TSP), age and LODDS. Compared with the TNM classification, the LSCC and RSCC nomograms both had a statistically higher C-index (0.837, 95% CI: 0.827–0.846 and 0.780, 95% CI 0.773–0.787, respectively) and more clinical net benefits, respectively. Calibration plots revealed no deviations from reference lines. All results were reproducible in the validation cohort. CONCLUSIONS: An original predictive nomogram was constructed and validated for OS in patients with CC after surgery, which had facilitated physicians to appraise the individual survival of postoperative patients accurately and to identify high-risk patients who were in need of more aggressive treatment and follow-up strategies. Frontiers Media S.A. 2021-11-01 /pmc/articles/PMC8591050/ /pubmed/34790565 http://dx.doi.org/10.3389/fonc.2021.709835 Text en Copyright © 2021 Luo, Fu, Li, Zhang, Zhang, Yang, Yang, Li, Qiu and Huang 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 Luo, Zai Fu, Zhongmao Li, Tengfei Zhang, Yuan Zhang, Jianming Yang, Yan Yang, Zhengfeng Li, Qi Qiu, Zhengjun Huang, Chen Development and Validation of the Individualized Prognostic Nomograms in Patients With Right- and Left-Sided Colon Cancer |
title | Development and Validation of the Individualized Prognostic Nomograms in Patients With Right- and Left-Sided Colon Cancer |
title_full | Development and Validation of the Individualized Prognostic Nomograms in Patients With Right- and Left-Sided Colon Cancer |
title_fullStr | Development and Validation of the Individualized Prognostic Nomograms in Patients With Right- and Left-Sided Colon Cancer |
title_full_unstemmed | Development and Validation of the Individualized Prognostic Nomograms in Patients With Right- and Left-Sided Colon Cancer |
title_short | Development and Validation of the Individualized Prognostic Nomograms in Patients With Right- and Left-Sided Colon Cancer |
title_sort | development and validation of the individualized prognostic nomograms in patients with right- and left-sided colon cancer |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8591050/ https://www.ncbi.nlm.nih.gov/pubmed/34790565 http://dx.doi.org/10.3389/fonc.2021.709835 |
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