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Predictive Models of Adjuvant Chemotherapy for Patients with Stage II Colorectal Cancer: A Retrospective Study
BACKGROUND: It remains controversial whether patients with Stage II colorectal cancer would benefit from adjuvant chemotherapy after radical resection. The aim of this study was to establish two mathematical models to identify the suitable patients for adjuvant chemotherapy. METHODS: The current stu...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Medknow Publications & Media Pvt Ltd
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5586175/ https://www.ncbi.nlm.nih.gov/pubmed/28836550 http://dx.doi.org/10.4103/0366-6999.213432 |
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author | Wei, Bo Zheng, Xiao-Ming Lei, Pu-Run Huang, Yong Zheng, Zong-Heng Chen, Tu-Feng Huang, Jiang-Long Fang, Jia-Feng Liang, Cheng-Hua Wei, Hong-Bo |
author_facet | Wei, Bo Zheng, Xiao-Ming Lei, Pu-Run Huang, Yong Zheng, Zong-Heng Chen, Tu-Feng Huang, Jiang-Long Fang, Jia-Feng Liang, Cheng-Hua Wei, Hong-Bo |
author_sort | Wei, Bo |
collection | PubMed |
description | BACKGROUND: It remains controversial whether patients with Stage II colorectal cancer would benefit from adjuvant chemotherapy after radical resection. The aim of this study was to establish two mathematical models to identify the suitable patients for adjuvant chemotherapy. METHODS: The current study comprised of two steps. In the first step, 353 patients with Stage II colorectal cancer who underwent surgical procedures at the Third Affiliated Hospital of Sun Yat-sen University between June 2006 and December 2015 were entered and followed up for 6–120 months. Their clinical data were collected and enrolled into the database. We established two mathematical models by univariate and multivariate Cox regression analysis to identify the target patients; in the second step, 230 patients under the same standard between January 2012 and December 2016 were entered and followed up for 3–62 months to verify the two models’ validation. RESULTS: In the first step, totally 340 surgical patients with Stage II colorectal cancer were finally enrolled in this study. Statistical analysis showed that tumor differentiation (TD) (P < 0.001), lymphovascular invasion (LVI) (P < 0.001), uncertain or positive margins (UPM) (P < 0.001), and fewer lymph nodes (LNs) (<12) retrieved (P < 0.001) were correlated with the overall survival (OS) and disease free survival (DFS). We obtained two models: (1) OS risk score = 1.116 × TD + 2.202 × LVI + 3.676 × UPM + 1.438 × LN − 0.493; (2) DFS risk score = 0.789 × TD + 2.074 × LVI + 3.183 × UPM + 1.329 × LN − 0.432. According to the models and cutoff points [(0.07, 1.33) and (−0.04, 1.30), respectively], patients can be divided into three groups: low-risk, moderate-risk, and high-risk. Moreover, the high-risk group patients could benefit from adjuvant chemotherapy. In the second step, totally 221 patients were finally used to verify the models’ validation. The results proved that the models were accurate and feasible (P < 0.05). CONCLUSIONS: According to the predictive models, patients with Stage II colorectal cancer in the high-risk group are strongly recommended for adjuvant chemotherapy, thus facilitating the individualized and precise treatment. |
format | Online Article Text |
id | pubmed-5586175 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Medknow Publications & Media Pvt Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-55861752017-09-13 Predictive Models of Adjuvant Chemotherapy for Patients with Stage II Colorectal Cancer: A Retrospective Study Wei, Bo Zheng, Xiao-Ming Lei, Pu-Run Huang, Yong Zheng, Zong-Heng Chen, Tu-Feng Huang, Jiang-Long Fang, Jia-Feng Liang, Cheng-Hua Wei, Hong-Bo Chin Med J (Engl) Original Article BACKGROUND: It remains controversial whether patients with Stage II colorectal cancer would benefit from adjuvant chemotherapy after radical resection. The aim of this study was to establish two mathematical models to identify the suitable patients for adjuvant chemotherapy. METHODS: The current study comprised of two steps. In the first step, 353 patients with Stage II colorectal cancer who underwent surgical procedures at the Third Affiliated Hospital of Sun Yat-sen University between June 2006 and December 2015 were entered and followed up for 6–120 months. Their clinical data were collected and enrolled into the database. We established two mathematical models by univariate and multivariate Cox regression analysis to identify the target patients; in the second step, 230 patients under the same standard between January 2012 and December 2016 were entered and followed up for 3–62 months to verify the two models’ validation. RESULTS: In the first step, totally 340 surgical patients with Stage II colorectal cancer were finally enrolled in this study. Statistical analysis showed that tumor differentiation (TD) (P < 0.001), lymphovascular invasion (LVI) (P < 0.001), uncertain or positive margins (UPM) (P < 0.001), and fewer lymph nodes (LNs) (<12) retrieved (P < 0.001) were correlated with the overall survival (OS) and disease free survival (DFS). We obtained two models: (1) OS risk score = 1.116 × TD + 2.202 × LVI + 3.676 × UPM + 1.438 × LN − 0.493; (2) DFS risk score = 0.789 × TD + 2.074 × LVI + 3.183 × UPM + 1.329 × LN − 0.432. According to the models and cutoff points [(0.07, 1.33) and (−0.04, 1.30), respectively], patients can be divided into three groups: low-risk, moderate-risk, and high-risk. Moreover, the high-risk group patients could benefit from adjuvant chemotherapy. In the second step, totally 221 patients were finally used to verify the models’ validation. The results proved that the models were accurate and feasible (P < 0.05). CONCLUSIONS: According to the predictive models, patients with Stage II colorectal cancer in the high-risk group are strongly recommended for adjuvant chemotherapy, thus facilitating the individualized and precise treatment. Medknow Publications & Media Pvt Ltd 2017-09-05 /pmc/articles/PMC5586175/ /pubmed/28836550 http://dx.doi.org/10.4103/0366-6999.213432 Text en Copyright: © 2017 Chinese Medical Journal http://creativecommons.org/licenses/by-nc-sa/3.0 This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 3.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as the author is credited and the new creations are licensed under the identical terms. |
spellingShingle | Original Article Wei, Bo Zheng, Xiao-Ming Lei, Pu-Run Huang, Yong Zheng, Zong-Heng Chen, Tu-Feng Huang, Jiang-Long Fang, Jia-Feng Liang, Cheng-Hua Wei, Hong-Bo Predictive Models of Adjuvant Chemotherapy for Patients with Stage II Colorectal Cancer: A Retrospective Study |
title | Predictive Models of Adjuvant Chemotherapy for Patients with Stage II Colorectal Cancer: A Retrospective Study |
title_full | Predictive Models of Adjuvant Chemotherapy for Patients with Stage II Colorectal Cancer: A Retrospective Study |
title_fullStr | Predictive Models of Adjuvant Chemotherapy for Patients with Stage II Colorectal Cancer: A Retrospective Study |
title_full_unstemmed | Predictive Models of Adjuvant Chemotherapy for Patients with Stage II Colorectal Cancer: A Retrospective Study |
title_short | Predictive Models of Adjuvant Chemotherapy for Patients with Stage II Colorectal Cancer: A Retrospective Study |
title_sort | predictive models of adjuvant chemotherapy for patients with stage ii colorectal cancer: a retrospective study |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5586175/ https://www.ncbi.nlm.nih.gov/pubmed/28836550 http://dx.doi.org/10.4103/0366-6999.213432 |
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