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Nomogram to predict permanent stoma in rectal cancer patients after sphincter-saving surgery
BACKGROUND: Approximately 20 percent of patients with a tumour localized in the low rectum still encounter the possibility of requiring permanent stoma (PS), which can cause drastic changes in lifestyle and physical perceptions. AIM: To determine the risk factors for PS and to develop a prediction m...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Baishideng Publishing Group Inc
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9453330/ https://www.ncbi.nlm.nih.gov/pubmed/36157368 http://dx.doi.org/10.4240/wjgs.v14.i8.765 |
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author | Kuo, Chih-Yu Wei, Po-Li Chen, Chia-Che Lin, Yen-Kuang Kuo, Li-Jen |
author_facet | Kuo, Chih-Yu Wei, Po-Li Chen, Chia-Che Lin, Yen-Kuang Kuo, Li-Jen |
author_sort | Kuo, Chih-Yu |
collection | PubMed |
description | BACKGROUND: Approximately 20 percent of patients with a tumour localized in the low rectum still encounter the possibility of requiring permanent stoma (PS), which can cause drastic changes in lifestyle and physical perceptions. AIM: To determine the risk factors for PS and to develop a prediction model to predict the probability of PS in rectal cancer patients after sphincter-saving surgery. METHODS: A retrospective cohort of 421 rectal cancer patients who underwent radical surgery at Taipei Medical University Hospital between January 2012 and December 2020 was included in this study. Univariate and multivariate analyses were performed to identify the independent risk factors for PS. A nomogram was developed according to the independent risk factors obtained in the multivariate analysis. The performance of the nomogram was assessed using a receiver operating characteristic curve and a calibration curve. RESULTS: The PS rate after sphincter-saving surgery was 15.1% (59/391) in our study after a median follow-up of 47.3 mo (range 7–114 mo). Multivariate logistic regression analysis demonstrated that local recurrence, perirectal abscess, anastomosis site stenosis, perineural invasion, tumor size and operative time were independent risk factors for PS. These identified risk factors were incorporated into the nomogram, and the concordance index of this model was 0.903 (95%CI: 0.851-0.955). According to the calibration curves, the nomogram represents a perfect prediction model. CONCLUSION: Several risk factors for PS after sphincter-saving surgery were identified. Our nomogram exhibited perfect predictive ability and will improve a physician’s ability to communicate the benefits and risks of various treatment options in shared decision making. |
format | Online Article Text |
id | pubmed-9453330 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Baishideng Publishing Group Inc |
record_format | MEDLINE/PubMed |
spelling | pubmed-94533302022-09-23 Nomogram to predict permanent stoma in rectal cancer patients after sphincter-saving surgery Kuo, Chih-Yu Wei, Po-Li Chen, Chia-Che Lin, Yen-Kuang Kuo, Li-Jen World J Gastrointest Surg Retrospective Cohort Study BACKGROUND: Approximately 20 percent of patients with a tumour localized in the low rectum still encounter the possibility of requiring permanent stoma (PS), which can cause drastic changes in lifestyle and physical perceptions. AIM: To determine the risk factors for PS and to develop a prediction model to predict the probability of PS in rectal cancer patients after sphincter-saving surgery. METHODS: A retrospective cohort of 421 rectal cancer patients who underwent radical surgery at Taipei Medical University Hospital between January 2012 and December 2020 was included in this study. Univariate and multivariate analyses were performed to identify the independent risk factors for PS. A nomogram was developed according to the independent risk factors obtained in the multivariate analysis. The performance of the nomogram was assessed using a receiver operating characteristic curve and a calibration curve. RESULTS: The PS rate after sphincter-saving surgery was 15.1% (59/391) in our study after a median follow-up of 47.3 mo (range 7–114 mo). Multivariate logistic regression analysis demonstrated that local recurrence, perirectal abscess, anastomosis site stenosis, perineural invasion, tumor size and operative time were independent risk factors for PS. These identified risk factors were incorporated into the nomogram, and the concordance index of this model was 0.903 (95%CI: 0.851-0.955). According to the calibration curves, the nomogram represents a perfect prediction model. CONCLUSION: Several risk factors for PS after sphincter-saving surgery were identified. Our nomogram exhibited perfect predictive ability and will improve a physician’s ability to communicate the benefits and risks of various treatment options in shared decision making. Baishideng Publishing Group Inc 2022-08-27 2022-08-27 /pmc/articles/PMC9453330/ /pubmed/36157368 http://dx.doi.org/10.4240/wjgs.v14.i8.765 Text en ©The Author(s) 2022. Published by Baishideng Publishing Group Inc. All rights reserved. https://creativecommons.org/licenses/by-nc/4.0/This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution NonCommercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: https://creativecommons.org/Licenses/by-nc/4.0/ |
spellingShingle | Retrospective Cohort Study Kuo, Chih-Yu Wei, Po-Li Chen, Chia-Che Lin, Yen-Kuang Kuo, Li-Jen Nomogram to predict permanent stoma in rectal cancer patients after sphincter-saving surgery |
title | Nomogram to predict permanent stoma in rectal cancer patients after sphincter-saving surgery |
title_full | Nomogram to predict permanent stoma in rectal cancer patients after sphincter-saving surgery |
title_fullStr | Nomogram to predict permanent stoma in rectal cancer patients after sphincter-saving surgery |
title_full_unstemmed | Nomogram to predict permanent stoma in rectal cancer patients after sphincter-saving surgery |
title_short | Nomogram to predict permanent stoma in rectal cancer patients after sphincter-saving surgery |
title_sort | nomogram to predict permanent stoma in rectal cancer patients after sphincter-saving surgery |
topic | Retrospective Cohort Study |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9453330/ https://www.ncbi.nlm.nih.gov/pubmed/36157368 http://dx.doi.org/10.4240/wjgs.v14.i8.765 |
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