结直肠癌根治术后患者腹胀的风险分层模型构建与预防策略研究OA
Construction of Risk Stratification Model and Preventive Strategies for Abdominal Distension in Patients After Radical Resection of Colorectal Cancer
目的:分析结直肠癌根治术后患者腹胀的独立危险因素,构建术后腹胀风险分层模型,制定个体化预防策略,为降低术后腹胀发生率提供循证依据.方法:回顾性纳入2024年1月至2025年12月于本院行结直肠癌根治术的132例患者,根据术后是否发生腹胀分为腹胀组与非腹胀组.对比2组临床资料差异,采用单因素分析、LASSO回归及多因素Logistic回归筛选术后腹胀独立危险因素,基于危险因素构建风险列线图模型.通过Bootstrap法完成内部验证,采用C指数、校准曲线及决策曲线分别评估模型的区分度、校准度与临床实用性,并制定针对性预防策略.结果:2组患者年龄、慢性便秘史、手术方式、手术时间、术中出血量、术后阿片类药物用量、术后低钾血症、术后禁食时间、首次下床活动时间比较,差异均有统计学意义,P<0.05.LASSO-Logistic回归分析显示,年龄、开腹手术、术后阿片类药物高剂量使用、术后低钾血症、术后禁食时间≥48 h、首次下床活动时间≥24 h为结直肠癌根治术后腹胀的独立危险因素(P<0.05).ROC曲线结果显示,列线图模型预测术后腹胀的AUC(95%CI)为0.906(0.842~0.967),灵敏度为90.80%,特异度为85.50%(P<0.001),预测效能良好.Boot-strap内部验证 C指数为 0.889(95%CI:0.732~0.953).校准曲线显示模型预测值与实际值贴合度良好,Hosmer-Lemeshow拟合优度检验χ²=2.106,P=0.598,模型拟合效果佳.决策曲线分析显示,阈值概率0%~85%范围内,模型净获益值均为正值,临床实用价值较高.结论:年龄、开腹手术、术后阿片类药物高剂量使用、术后低钾血症、禁食时间≥48 h及首次下床活动时间≥24 h是结直肠癌根治术后腹胀的独立危险因素.基于上述因素构建的列线图模型具有良好的区分度、校准度和临床实用性,可为临床早期识别术后腹胀高危患者和实施个体化预防策略提供量化工具.
Objective To analyze the independent risk factors for abdominal distension in patients after radi-cal resection of colorectal cancer(CRC),establish a risk stratification model for postoperative abdominal disten-sion,formulate individualized preventive strategies,and provide evidence-based references for reducing the clinical incidence of postoperative abdominal distension.Methods A total of 132 patients who underwent radical resection of CRC in our hospital from January 2024 to December 2025 were retrospectively enrolled and divided into an abdominal distension group and a non-abdominal distension group according to the occurrence of postoperative abdominal distension.Differences in clinical data were compared between the two groups.Uni-variate analysis,LASSO regression and multivariate Logistic regression were adopted to screen independent risk factors for postoperative abdominal distension,and a risk nomogram model was constructed based on the identified risk factors.Bootstrap method was used for internal validation.C-index,calibration curve and deci-sion curve analysis were applied to evaluate the discrimination,calibration and clinical practicability of the model respectively,and targeted preventive strategies were formulated accordingly.Results There were statisti-cally significant differences in age,history of chronic constipation,surgical approach,operation duration,intra-operative blood loss,postoperative dosage of opioids,postoperative hypokalemia,postoperative fasting time and time to first ambulation between the two groups(P<0.05).LASSO-Logistic regression analysis revealed that age,open surgery,high-dose postoperative opioid administration,postoperative hypokalemia,postopera-tive fasting time≥48 h and time to first ambulation≥24 h were independent risk factors for abdominal disten-sion after radical resection of CRC(P<0.05).ROC curve analysis demonstrated that the area under the curve(AUC)(95%CI)of the nomogram model for predicting postoperative abdominal distension was 0.906(0.842-0.967),with a sensitivity of 90.80%and a specificity of 85.50%(P<0.001),indicating favorable predictive efficiency.The C-index obtained by Bootstrap internal validation was 0.889(95%CI 0.732-0.953).The calibration curve showed great consistency between predicted value and actual value.The Hosmer-Lemeshow goodness-of-fit test yielded χ²=2.106,P=0.598,suggesting satisfactory model fitting.Decision curve analysis presented positive net clinical benefit within the threshold probability range of 0%-85%,indicating a high clinical practical value.Conclusion Age,open surgery,high-dose use of postoperative opi-oid,postoperative hypokalemia,fasting time≥48 h and time to first ambulation≥24 h are independent risk factors for abdominal distension after radical resection of CRC.The nomogram model built on these factors exhibits excellent discrimination,calibration and clinical practicability,which can serve as a quantitative tool for clinicians to early identify high-risk patients and implement individualized preventive strategies.
方星乔;段岩;谷银冬
南阳医学高等专科学校第一附属医院普外科(河南 南阳 473000)南阳医学高等专科学校第一附属医院普外科(河南 南阳 473000)南阳医学高等专科学校第一附属医院普外科(河南 南阳 473000)
结直肠癌术后腹胀影响因素列线图模型预防策略
Colorectal cancerPostoperationAbdominal distensionInfluencing factorsNomogram modelPreventive strategies
《中国肛肠病杂志》 2026 (8)
30-35,6
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