Cargando…
Prediction of postoperative hypokalemia in patients with oral cancer undergoing en bloc cancer resection: a retrospective cohort study
BACKGROUND: The factors associated with postoperative hypokalemia in patients with oral cancer remain unclear. We determined the preoperative factors associated with postoperative hypokalemia in patients with oral cancer following en bloc cancer resection and established a nomogram for postoperative...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10500799/ https://www.ncbi.nlm.nih.gov/pubmed/37710182 http://dx.doi.org/10.1186/s12903-023-03371-7 |
_version_ | 1785105988706107392 |
---|---|
author | Bao, Qilin Song, Lei Ma, Liyuan Wang, Meng Hou, Zhaohuan Lin, Jie Li, Chunjie |
author_facet | Bao, Qilin Song, Lei Ma, Liyuan Wang, Meng Hou, Zhaohuan Lin, Jie Li, Chunjie |
author_sort | Bao, Qilin |
collection | PubMed |
description | BACKGROUND: The factors associated with postoperative hypokalemia in patients with oral cancer remain unclear. We determined the preoperative factors associated with postoperative hypokalemia in patients with oral cancer following en bloc cancer resection and established a nomogram for postoperative hypokalemia prediction. METHODS: Data from 381 patients with oral cancer who underwent en bloc cancer resection were retrospectively analyzed. Univariate and multivariate analyses were performed to identify the risk factors for postoperative hypokalemia. We used receiver operating characteristic (ROC) curves to quantify the factors’ effectiveness. A nomogram was created to show each predictor’s relative weight and the likelihood of postoperative hypokalemia development. The multinomial regression model’s effectiveness was also evaluated. RESULTS: Preoperative factors, including sex, preoperative serum potassium level, and preoperative platelet-to-lymphocyte ratio (PLR), were significantly associated with postoperative hypokalemia. Based on the ROC curve, the preoperative serum potassium and PLR cut-off levels were 3.98 mmol/L and 117, respectively. Further multivariate analysis indicated that female sex, preoperative serum potassium level < 3.98 mmol/L, and preoperative PLR ≥ 117 were independently associated with postoperative hypokalemia. We constructed a predictive nomogram with all these factors for the risk of postoperative hypokalemia with good discrimination and internal validation. CONCLUSIONS: The predictive nomogram for postoperative hypokalemia risk constructed with these factors had good discrimination and internal validation. The developed nomogram will add value to these independent risk factors that can be identified at admission in order to predict postoperative hypokalemia. |
format | Online Article Text |
id | pubmed-10500799 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-105007992023-09-15 Prediction of postoperative hypokalemia in patients with oral cancer undergoing en bloc cancer resection: a retrospective cohort study Bao, Qilin Song, Lei Ma, Liyuan Wang, Meng Hou, Zhaohuan Lin, Jie Li, Chunjie BMC Oral Health Research BACKGROUND: The factors associated with postoperative hypokalemia in patients with oral cancer remain unclear. We determined the preoperative factors associated with postoperative hypokalemia in patients with oral cancer following en bloc cancer resection and established a nomogram for postoperative hypokalemia prediction. METHODS: Data from 381 patients with oral cancer who underwent en bloc cancer resection were retrospectively analyzed. Univariate and multivariate analyses were performed to identify the risk factors for postoperative hypokalemia. We used receiver operating characteristic (ROC) curves to quantify the factors’ effectiveness. A nomogram was created to show each predictor’s relative weight and the likelihood of postoperative hypokalemia development. The multinomial regression model’s effectiveness was also evaluated. RESULTS: Preoperative factors, including sex, preoperative serum potassium level, and preoperative platelet-to-lymphocyte ratio (PLR), were significantly associated with postoperative hypokalemia. Based on the ROC curve, the preoperative serum potassium and PLR cut-off levels were 3.98 mmol/L and 117, respectively. Further multivariate analysis indicated that female sex, preoperative serum potassium level < 3.98 mmol/L, and preoperative PLR ≥ 117 were independently associated with postoperative hypokalemia. We constructed a predictive nomogram with all these factors for the risk of postoperative hypokalemia with good discrimination and internal validation. CONCLUSIONS: The predictive nomogram for postoperative hypokalemia risk constructed with these factors had good discrimination and internal validation. The developed nomogram will add value to these independent risk factors that can be identified at admission in order to predict postoperative hypokalemia. BioMed Central 2023-09-14 /pmc/articles/PMC10500799/ /pubmed/37710182 http://dx.doi.org/10.1186/s12903-023-03371-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 Bao, Qilin Song, Lei Ma, Liyuan Wang, Meng Hou, Zhaohuan Lin, Jie Li, Chunjie Prediction of postoperative hypokalemia in patients with oral cancer undergoing en bloc cancer resection: a retrospective cohort study |
title | Prediction of postoperative hypokalemia in patients with oral cancer undergoing en bloc cancer resection: a retrospective cohort study |
title_full | Prediction of postoperative hypokalemia in patients with oral cancer undergoing en bloc cancer resection: a retrospective cohort study |
title_fullStr | Prediction of postoperative hypokalemia in patients with oral cancer undergoing en bloc cancer resection: a retrospective cohort study |
title_full_unstemmed | Prediction of postoperative hypokalemia in patients with oral cancer undergoing en bloc cancer resection: a retrospective cohort study |
title_short | Prediction of postoperative hypokalemia in patients with oral cancer undergoing en bloc cancer resection: a retrospective cohort study |
title_sort | prediction of postoperative hypokalemia in patients with oral cancer undergoing en bloc cancer resection: a retrospective cohort study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10500799/ https://www.ncbi.nlm.nih.gov/pubmed/37710182 http://dx.doi.org/10.1186/s12903-023-03371-7 |
work_keys_str_mv | AT baoqilin predictionofpostoperativehypokalemiainpatientswithoralcancerundergoingenbloccancerresectionaretrospectivecohortstudy AT songlei predictionofpostoperativehypokalemiainpatientswithoralcancerundergoingenbloccancerresectionaretrospectivecohortstudy AT maliyuan predictionofpostoperativehypokalemiainpatientswithoralcancerundergoingenbloccancerresectionaretrospectivecohortstudy AT wangmeng predictionofpostoperativehypokalemiainpatientswithoralcancerundergoingenbloccancerresectionaretrospectivecohortstudy AT houzhaohuan predictionofpostoperativehypokalemiainpatientswithoralcancerundergoingenbloccancerresectionaretrospectivecohortstudy AT linjie predictionofpostoperativehypokalemiainpatientswithoralcancerundergoingenbloccancerresectionaretrospectivecohortstudy AT lichunjie predictionofpostoperativehypokalemiainpatientswithoralcancerundergoingenbloccancerresectionaretrospectivecohortstudy |