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Novel nomogram for predicting risk of early postoperative small bowel obstruction after right colectomy for cancer
BACKGROUND: Early postoperative small bowel obstruction (EPSBO) is a common complication after colorectal cancer surgery. Few studies have specifically studied risk factors for early small bowel obstruction after right colectomy, especially in establishing predictive models. The purpose of the curre...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8783471/ https://www.ncbi.nlm.nih.gov/pubmed/35062961 http://dx.doi.org/10.1186/s12957-022-02489-2 |
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author | Zheng, Huida Liu, Yurong Chen, Zhenze Sun, Yafeng Xu, Jianhua |
author_facet | Zheng, Huida Liu, Yurong Chen, Zhenze Sun, Yafeng Xu, Jianhua |
author_sort | Zheng, Huida |
collection | PubMed |
description | BACKGROUND: Early postoperative small bowel obstruction (EPSBO) is a common complication after colorectal cancer surgery. Few studies have specifically studied risk factors for early small bowel obstruction after right colectomy, especially in establishing predictive models. The purpose of the current study was to establish an effective nomogram to predict the incidence of EPSBO after right colectomy. METHODS: The current study retrospectively analyzed data from a total of 424 patients who underwent right colectomy in a local hospital from January 2014 to March 2021. A logistic regression model was used to identify potential risk factors for EPSBO after right colectomy. A nomogram was established by independent risk factors, and the prediction performance of the model was evaluated using an area under the receiver operating characteristic (ROC) curve and calibration chart. RESULTS: A total of 45 patients (10.6%) developed early small bowel obstruction after right colectomy. Male sex, history of abdominal surgery, open surgery, long operative time, anastomotic leakage, and preoperative albumin were closely related to EPSBO. Analysis of postoperative rehabilitation indices showed that EPSBO remarkably slowed the postoperative rehabilitation speed of patients. Multivariate logistic regression analysis showed that male sex, open surgery, operative time, and anastomotic leakage were independent risk factors (P < 0.05), and the operation time had the greatest impact on EPSBO. On the basis of multivariate logistic regression, a nomogram was constructed, which showed moderate accuracy in predicting EPSBO, with a C-statistic of 0.716. The calibration chart showed good consistency between the predicted probability and ideal probability. CONCLUSION: The current study constructed a nomogram based on the clinical data of patients who underwent right colectomy, which had moderate predictability and could provide reference value for clinicians to evaluate the risk of EPSBO. |
format | Online Article Text |
id | pubmed-8783471 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-87834712022-01-24 Novel nomogram for predicting risk of early postoperative small bowel obstruction after right colectomy for cancer Zheng, Huida Liu, Yurong Chen, Zhenze Sun, Yafeng Xu, Jianhua World J Surg Oncol Research BACKGROUND: Early postoperative small bowel obstruction (EPSBO) is a common complication after colorectal cancer surgery. Few studies have specifically studied risk factors for early small bowel obstruction after right colectomy, especially in establishing predictive models. The purpose of the current study was to establish an effective nomogram to predict the incidence of EPSBO after right colectomy. METHODS: The current study retrospectively analyzed data from a total of 424 patients who underwent right colectomy in a local hospital from January 2014 to March 2021. A logistic regression model was used to identify potential risk factors for EPSBO after right colectomy. A nomogram was established by independent risk factors, and the prediction performance of the model was evaluated using an area under the receiver operating characteristic (ROC) curve and calibration chart. RESULTS: A total of 45 patients (10.6%) developed early small bowel obstruction after right colectomy. Male sex, history of abdominal surgery, open surgery, long operative time, anastomotic leakage, and preoperative albumin were closely related to EPSBO. Analysis of postoperative rehabilitation indices showed that EPSBO remarkably slowed the postoperative rehabilitation speed of patients. Multivariate logistic regression analysis showed that male sex, open surgery, operative time, and anastomotic leakage were independent risk factors (P < 0.05), and the operation time had the greatest impact on EPSBO. On the basis of multivariate logistic regression, a nomogram was constructed, which showed moderate accuracy in predicting EPSBO, with a C-statistic of 0.716. The calibration chart showed good consistency between the predicted probability and ideal probability. CONCLUSION: The current study constructed a nomogram based on the clinical data of patients who underwent right colectomy, which had moderate predictability and could provide reference value for clinicians to evaluate the risk of EPSBO. BioMed Central 2022-01-21 /pmc/articles/PMC8783471/ /pubmed/35062961 http://dx.doi.org/10.1186/s12957-022-02489-2 Text en © The Author(s) 2022, corrected publication 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Zheng, Huida Liu, Yurong Chen, Zhenze Sun, Yafeng Xu, Jianhua Novel nomogram for predicting risk of early postoperative small bowel obstruction after right colectomy for cancer |
title | Novel nomogram for predicting risk of early postoperative small bowel obstruction after right colectomy for cancer |
title_full | Novel nomogram for predicting risk of early postoperative small bowel obstruction after right colectomy for cancer |
title_fullStr | Novel nomogram for predicting risk of early postoperative small bowel obstruction after right colectomy for cancer |
title_full_unstemmed | Novel nomogram for predicting risk of early postoperative small bowel obstruction after right colectomy for cancer |
title_short | Novel nomogram for predicting risk of early postoperative small bowel obstruction after right colectomy for cancer |
title_sort | novel nomogram for predicting risk of early postoperative small bowel obstruction after right colectomy for cancer |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8783471/ https://www.ncbi.nlm.nih.gov/pubmed/35062961 http://dx.doi.org/10.1186/s12957-022-02489-2 |
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