{"title":"Construction and verification of prediction model for postoperative hypokalemia in patients with oral cancer.","authors":"Guangman Wang, Xiaoqin Bi, Xiaoxue Tang","doi":"10.7518/hxkq.2024.2024130","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>This study aimed to explore the risk factors of postoperative hypokalemia in patients with oral cancer and to provide a basis for preventing and controlling postoperative hypokalemia.</p><p><strong>Methods: </strong>We included 366 patients undergoing oral cancer surgery in the Department of Head and Neck Oncology, West China Hospital of Stomatology, Sichuan University from January 2022 to August 2022. Univariate and multivariate analyses were used to determine the risk factors of postoperative hypokalemia. The receiver operation characteristic (ROC) curve was used to quantify the effectiveness of the factors. A nomogram of the risk factors for postoperative hypokalemia in oral cancer patients was developed and validated.</p><p><strong>Results: </strong>A total of 224 patients (61.20%) had postoperative hypokalemia, the lowest serum potassium level (3.50±0.35) mmol/L on the 4th day after surgery, and the highest incidence of hypokalemia (54.68%). Variables with <i>P</i><0.05 in the univariate analysis were quantified by ROC curve followed by multivariate logistic regression analysis. Results showed an independent correlation with postoperative hypokalemia as follows: preoperative serum potassium<3.87 mmol/L (<i>P</i>=0.008), preoperative serum calcium<2.31 mmol/L (<i>P</i>=0.033), preoperative PNI<49.16 (<i>P</i>=0.032), postoperative drainage volume>264.25 mL (<i>P</i>=0.002). The above variables were constructed into a postoperative hypokalemia risk nomogram and verified, and a good degree of fit was found.</p><p><strong>Conclusions: </strong>The independent risk factors for postoperative hypokalemia in patients with oral cancer were as follows: preoperative serum potassium<3.87 mmol/L, preoperative serum calcium<2.31 mmol/L, preoperative PNI<49.16, and postoperative drainage volume>264.25 mL. Clinical attention should be paid to managing the above high-risk patients. Preventive potassium supplementation should be performed as soon as possible to reduce hypokalemia occurrence.</p>","PeriodicalId":94028,"journal":{"name":"Hua xi kou qiang yi xue za zhi = Huaxi kouqiang yixue zazhi = West China journal of stomatology","volume":"42 6","pages":"778-786"},"PeriodicalIF":0.0000,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11669922/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Hua xi kou qiang yi xue za zhi = Huaxi kouqiang yixue zazhi = West China journal of stomatology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.7518/hxkq.2024.2024130","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Objectives: This study aimed to explore the risk factors of postoperative hypokalemia in patients with oral cancer and to provide a basis for preventing and controlling postoperative hypokalemia.
Methods: We included 366 patients undergoing oral cancer surgery in the Department of Head and Neck Oncology, West China Hospital of Stomatology, Sichuan University from January 2022 to August 2022. Univariate and multivariate analyses were used to determine the risk factors of postoperative hypokalemia. The receiver operation characteristic (ROC) curve was used to quantify the effectiveness of the factors. A nomogram of the risk factors for postoperative hypokalemia in oral cancer patients was developed and validated.
Results: A total of 224 patients (61.20%) had postoperative hypokalemia, the lowest serum potassium level (3.50±0.35) mmol/L on the 4th day after surgery, and the highest incidence of hypokalemia (54.68%). Variables with P<0.05 in the univariate analysis were quantified by ROC curve followed by multivariate logistic regression analysis. Results showed an independent correlation with postoperative hypokalemia as follows: preoperative serum potassium<3.87 mmol/L (P=0.008), preoperative serum calcium<2.31 mmol/L (P=0.033), preoperative PNI<49.16 (P=0.032), postoperative drainage volume>264.25 mL (P=0.002). The above variables were constructed into a postoperative hypokalemia risk nomogram and verified, and a good degree of fit was found.
Conclusions: The independent risk factors for postoperative hypokalemia in patients with oral cancer were as follows: preoperative serum potassium<3.87 mmol/L, preoperative serum calcium<2.31 mmol/L, preoperative PNI<49.16, and postoperative drainage volume>264.25 mL. Clinical attention should be paid to managing the above high-risk patients. Preventive potassium supplementation should be performed as soon as possible to reduce hypokalemia occurrence.
目的:探讨口腔癌患者术后低血钾的危险因素,为预防和控制术后低血钾提供依据。方法:选取2022年1月至2022年8月在四川大学华西口腔医院头颈肿瘤科接受口腔癌手术的患者366例。采用单因素和多因素分析确定术后低钾血症的危险因素。采用受试者工作特征(ROC)曲线量化各因素的有效性。口腔癌患者术后低钾血症的危险因素的nomogram被开发和验证。结果:224例(61.20%)患者术后出现低钾血症,术后第4天血钾水平最低(3.50±0.35)mmol/L,低钾血症发生率最高(54.68%)。变量PP=0.008),术前血清钙ump =0.033),术前PNIP=0.032),术后引流量>264.25 mL (P=0.002)。将上述变量构建成术后低钾血症风险nomogram并进行验证,发现拟合程度较好。结论:口腔癌患者术后低钾血症的独立危险因素为术前血清钾264.25 mL,临床应注意对上述高危患者的管理。预防性补钾应尽快进行,以减少低钾血症的发生。