首页|期刊导航|中国当代医药|急性胆囊炎伴胆囊结石患者胆囊切除术后肠粘连风险预警模型构建

急性胆囊炎伴胆囊结石患者胆囊切除术后肠粘连风险预警模型构建OA

Construction of a risk prediction model for intestinal adhesion in patients with acute cholecystitis with gallstone after cholecystectomy

中文摘要英文摘要

目的 基于急性胆囊炎伴胆囊结石(ACG)患者在胆囊切除术后的临床数据,识别导致肠粘连发生的独立危险因素,并基于这些因素构建有效的肠粘连风险预警模型.方法 选取2020年5月至2023年5月萍乡市第二人民医院收治的167例ACG患者作为建模组,根据患者行切除术后发生肠粘连情况,分为发生组(27例)和未发生组(140例).选取2023年6月至2024年12月萍乡市第二人民医院另外72例ACG患者作为验证组,按照患者术后3个月是否发生肠粘连情况分为发生组(n=22)与未发生组(n=50).比较建模组中两组患者的基线资料,并以单因素和多因素logistic回归分析影响患者发生肠粘连的独立影响因素,并以此构建肠粘连风险预警模型,采用ROC曲线和校准曲线评估患者发生肠粘连风险预警模型的区分度和校准度.结果 本研究共纳入行胆囊切除术167例ACG患者,术后发生肠粘连27例,其发生率为16.18%(27/167).单因素分析结果显示,两组患者的体重指数、胆囊炎发作入院时间、伴有高血压、糖尿病、肛门排气时间、留置引流管、腹腔残余感染比较,差异有统计学意义(P<0.05).多因素 logistic 分析结果显示,伴有糖尿病(β=2.620,OR=13.741,95%CI:1.409~133.980)、留置引流管(β=2.542,OR=12.477,95%CI:1.656~94.032)、肛门排气时间(β=0.344,OR=1.411,95%CI:1.149~1.732)、腹腔残余感染(β=2.346,OR=10.634,95%CI:1.570~72.020)是患者发生肠粘连风险的独立危险因素(P<0.05).建模组Hosmer-Lemeshow模型检验x2=7.793,P=0.454,拟合度较好;预警模型ROC的AUC为0.918(95%CI:0.859~0.987),最大 Youden 指数为 0.729,敏感度为 0.815,特异度为 0.914,验证组 AUC 为 0.891(95%CI:0.789~0.993),最大Youden指数为0.658,敏感度为0.818,特异度为0.840.对患者术后发生肠粘连风险有较好的预测价值.结论 糖尿病、肛门排气时间、留置引流管及腹腔残余感染均是ACG患者胆囊切除术后发生肠粘连风险的独立危险因素,以此构建ACG患者胆囊切除术后肠粘连风险预警模型具有较好的预测效能,有一定的临床应用价值.

Objective To identify independent risk factors for intestinal adhesion based on clinical data of patients with a-cute cholecystitis with gallstones(ACG)after cholecystectomy,and to establish an effective risk warning model for intestinal adhesion based on these factors.Methods A total of 167 patients with ACG admitted to Pingxiang NO.2 People's Hospital from May 2020 to May 2023 were selected as the modeling group.According to the occurrence of intestinal adhesion after resection,the patients were divided into the occurrence group(27 cases)and the non-occurrence group(140 cases).Another 72 patients with ACG admitted to Pingxiang NO.2 People's Hospital from June 2023 to December 2024 were selected as the validation group,and they were divided into the occurrence group(n=22)and the non-occurrence group(n=50)according to whether intestinal adhesion occurred 3 months after surgery.The baseline data of the two groups in the modeling group were compared,and the independent influencing factors affecting the occurrence of intestinal adhesion were analyzed by univariate and multivariate logistic regression.Based on this,a risk warning model for intestinal adhesion was constructed,and the discrimination and calibration of the risk warning model for intestinal adhesion were evaluated using ROC curve and calibration curve.Results A total of 167 patients with ACG underwent cholecystectomy in this study,and 27 patients had intestinal adhesion after surgery,with an incidence rate of 16.18%(27/167).The results of univariate analysis showed that there were statistically significant differences in body mass index,the time of admission due to cholecystitis,the presence of hypertension,diabetes,the time of anal exhaust,the use of drainage tubes,and abdominal cavity residual infection between the two groups(P<0.05).The results of multivariate logistic analysis showed that the presence of diabetes(β=2.620,OR=13.741,95%CI:1.409-133.980),the use of drainage tubes(β=2.542,OR=12.477,95%CI:1.656-94.032),the time of anal exhaust(β=0.344,OR=1.411,95%CI:1.149-1.732),and abdominal cavity residual infection(β=2.346,OR=10.634,95%CI:1.570-72.020)were independent risk factors for the occurrence of intestinal adhesion in patients(P<0.05).The Hosmer-Lemeshow model test of the modeling group x2=7.793,P=0.454,with good fitting.The ROC of the warning model AUC was 0.918(95%CI:0.859-0.987),the maximum Youden index was 0.729,the sensitivity was 0.815,and the specificity was 0.914.The AUC of the validation group was 0.891(95%CI:0.789-0.993),the maximum Youden index was 0.658,the sensitivity was 0.818,and the specificity was 0.840.The warning model had good predictive value for the risk of intestinal adhesion after cholecystectomy in ACG patients.Conclusion Diabetes,the time of anal exhaust,the use of drainage tubes,and abdominal cavity residual infection are independent risk factors for the risk of intestinal adhesion after cholecystectomy in ACG patients.The construction of the risk warning model for intestinal adhesion after cholecystectomy in ACG patients has good predictive efficacy and certain clinical application value.

刘金意;张海清

江西省萍乡市第二人民医院肝病科,江西萍乡 337000江西省萍乡市第二人民医院普外科,江西萍乡 337000

医药卫生

急性胆囊炎伴胆囊结石胆囊切除术肠粘连预警模型

Acute cholecystitis with gallstoneCholecystectomyIntestinal adhesionRisk prediction model

《中国当代医药》 2026 (19)

31-36,6

江西省卫生健康委科技计划项目(202140563).

10.3969/j.issn.1674-4721.2026.19.07

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