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Risk factors of lymph node metastasis in patients with T1 stage colorectal cancer—a retrospective cohort study based on the Surveillance, Epidemiology, and End Results database
BACKGROUND: Patients with T1 stage early colorectal cancer (CRC) can be treated with radical surgery or endoscopic surgery. Endoscopic surgery has a number of advantages, including minimal trauma and a rapid recovery. However, it cannot remove regional lymph nodes to assess whether there is lymph no...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10186551/ https://www.ncbi.nlm.nih.gov/pubmed/37201073 http://dx.doi.org/10.21037/jgo-23-125 |
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author | Wang, Yin Zheng, Sheng Du, Wenjie Yang, Juan Mao, Xiaozhou Liu, Tao Zhang, Qiuxin Fu, Zhipeng Zhu, Xing Guo, Yeli |
author_facet | Wang, Yin Zheng, Sheng Du, Wenjie Yang, Juan Mao, Xiaozhou Liu, Tao Zhang, Qiuxin Fu, Zhipeng Zhu, Xing Guo, Yeli |
author_sort | Wang, Yin |
collection | PubMed |
description | BACKGROUND: Patients with T1 stage early colorectal cancer (CRC) can be treated with radical surgery or endoscopic surgery. Endoscopic surgery has a number of advantages, including minimal trauma and a rapid recovery. However, it cannot remove regional lymph nodes to assess whether there is lymph node metastasis. Thus, the analysis of the risk factors of lymph node metastasis in patients with T1 stage CRC is of great significance in the selection of appropriate treatment methods. Although previous studies have explored the risk factors for lymph node metastasis in T1 stage CRC patients, the number of cases were relatively insufficient, and further exploration is necessary. METHODS: A total of 2,085 patients who had been pathologically diagnosed with CRC from 2015 to 2017 from the Surveillance, Epidemiology, and End Results (SEER) database. Among the patients, 324 had lymph node metastasis. A multivariate logistic regression analysis was conducted to analyze the risk factors of lymph node metastasis in patients with T1 stage CRC. Next, we established a prediction model to predict lymph node metastasis in patients with T1 stage CRC. RESULTS: The results of the multivariate logistic regression analysis showed that age at diagnosis, rectosigmoid cancer, poorly differentiated or undifferentiated tumor cells, and distant metastasis were independent factors of lymph node metastasis in patients with T1 stage CRC (P<0.05). This study used the R4.0.3 statistical software for the statistical analysis. The data set was randomly divided into a training set and verification set. The training set comprised 1,460 patients, and the verification set comprised 625 patients. The area under the receiver operating characteristic curve (AUC) of the training set was 0.675 [95% confidence interval (CI): 0.635–0.714], and the AUC of the verification set was 0.682 (95% CI: 0.617–0.747). In the validation set, the model was tested by the Hosmer-Lemeshow Goodness-of-Fit Test (χ(2)=4.018, P=0.855), and the results showed that the model was reliable at predicting lymph node metastasis in patients with T1 stage CRC. CONCLUSIONS: For CRC patients with high risk factors of lymph node metastasis, endoscopic physicians should carefully evaluate the advantages and disadvantages of the endoscopic surgery before deciding whether to perform this surgery. |
format | Online Article Text |
id | pubmed-10186551 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-101865512023-05-17 Risk factors of lymph node metastasis in patients with T1 stage colorectal cancer—a retrospective cohort study based on the Surveillance, Epidemiology, and End Results database Wang, Yin Zheng, Sheng Du, Wenjie Yang, Juan Mao, Xiaozhou Liu, Tao Zhang, Qiuxin Fu, Zhipeng Zhu, Xing Guo, Yeli J Gastrointest Oncol Original Article BACKGROUND: Patients with T1 stage early colorectal cancer (CRC) can be treated with radical surgery or endoscopic surgery. Endoscopic surgery has a number of advantages, including minimal trauma and a rapid recovery. However, it cannot remove regional lymph nodes to assess whether there is lymph node metastasis. Thus, the analysis of the risk factors of lymph node metastasis in patients with T1 stage CRC is of great significance in the selection of appropriate treatment methods. Although previous studies have explored the risk factors for lymph node metastasis in T1 stage CRC patients, the number of cases were relatively insufficient, and further exploration is necessary. METHODS: A total of 2,085 patients who had been pathologically diagnosed with CRC from 2015 to 2017 from the Surveillance, Epidemiology, and End Results (SEER) database. Among the patients, 324 had lymph node metastasis. A multivariate logistic regression analysis was conducted to analyze the risk factors of lymph node metastasis in patients with T1 stage CRC. Next, we established a prediction model to predict lymph node metastasis in patients with T1 stage CRC. RESULTS: The results of the multivariate logistic regression analysis showed that age at diagnosis, rectosigmoid cancer, poorly differentiated or undifferentiated tumor cells, and distant metastasis were independent factors of lymph node metastasis in patients with T1 stage CRC (P<0.05). This study used the R4.0.3 statistical software for the statistical analysis. The data set was randomly divided into a training set and verification set. The training set comprised 1,460 patients, and the verification set comprised 625 patients. The area under the receiver operating characteristic curve (AUC) of the training set was 0.675 [95% confidence interval (CI): 0.635–0.714], and the AUC of the verification set was 0.682 (95% CI: 0.617–0.747). In the validation set, the model was tested by the Hosmer-Lemeshow Goodness-of-Fit Test (χ(2)=4.018, P=0.855), and the results showed that the model was reliable at predicting lymph node metastasis in patients with T1 stage CRC. CONCLUSIONS: For CRC patients with high risk factors of lymph node metastasis, endoscopic physicians should carefully evaluate the advantages and disadvantages of the endoscopic surgery before deciding whether to perform this surgery. AME Publishing Company 2023-04-26 2023-04-29 /pmc/articles/PMC10186551/ /pubmed/37201073 http://dx.doi.org/10.21037/jgo-23-125 Text en 2023 Journal of Gastrointestinal Oncology. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Wang, Yin Zheng, Sheng Du, Wenjie Yang, Juan Mao, Xiaozhou Liu, Tao Zhang, Qiuxin Fu, Zhipeng Zhu, Xing Guo, Yeli Risk factors of lymph node metastasis in patients with T1 stage colorectal cancer—a retrospective cohort study based on the Surveillance, Epidemiology, and End Results database |
title | Risk factors of lymph node metastasis in patients with T1 stage colorectal cancer—a retrospective cohort study based on the Surveillance, Epidemiology, and End Results database |
title_full | Risk factors of lymph node metastasis in patients with T1 stage colorectal cancer—a retrospective cohort study based on the Surveillance, Epidemiology, and End Results database |
title_fullStr | Risk factors of lymph node metastasis in patients with T1 stage colorectal cancer—a retrospective cohort study based on the Surveillance, Epidemiology, and End Results database |
title_full_unstemmed | Risk factors of lymph node metastasis in patients with T1 stage colorectal cancer—a retrospective cohort study based on the Surveillance, Epidemiology, and End Results database |
title_short | Risk factors of lymph node metastasis in patients with T1 stage colorectal cancer—a retrospective cohort study based on the Surveillance, Epidemiology, and End Results database |
title_sort | risk factors of lymph node metastasis in patients with t1 stage colorectal cancer—a retrospective cohort study based on the surveillance, epidemiology, and end results database |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10186551/ https://www.ncbi.nlm.nih.gov/pubmed/37201073 http://dx.doi.org/10.21037/jgo-23-125 |
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