基于前瞻性预测模型的急性结石性胆囊炎合并轻型胰腺炎行腹腔镜胆囊切除术的手术时机探讨

Timing of laparoscopic cholecystectomy for acute calculous cholecystitis complicated with mild pancreatitis based on prospective prediction model

  • 摘要:
    目的 采用前瞻性研究设计探讨急性结石性胆囊炎合并轻症胰腺炎行腹腔镜胆囊切除术的最佳手术时机,并构建手术时机预测模型。
    方法 选取2020年5月—2022年11月收治的100例急性结石性胆囊炎合并轻症胰腺炎行腹腔镜胆囊切除术的患者为研究对象,其中入院72 h内实施腹腔镜胆囊切除术的20例患者设为早期手术组,入院72 h后实施手术的80例患者设为晚期手术组。记录2组患者的基本临床资料,比较手术相关指标、总住院时间。以组别为因变量,采用单因素分析协同多因素Logistic回归分析筛选出可能对手术时机决策产生影响的因素,并确定对手术时机产生影响的独立危险因素。绘制受试者工作特征(ROC)曲线,建立手术时机预测模型,计算模型的判别切点。
    结果 早期手术组手术中位数时间为住院第3天,晚期手术组为第7天,差异有统计学意义(P < 0.05)。早期手术组中位数住院时间为7 d, 晚期手术组为11 d, 差异有统计学意义(P < 0.05)。2组总胆红素、天门冬氨酸转氨酶(AST)、谷氨酸-丙酮酸转氨酶(ALT)、血淀粉酶比较,差异有统计学意义(P < 0.05)。多因素Logistic回归分析显示,总胆红素(OR=0.24, 95%CI: 0.068~0.988, P=0.048)、AST(OR=0.19, 95%CI: 0.042~0.882, P=0.034)、血淀粉酶(OR=0.26, 95%CI: 0.068~0.988, P=0.048)为急性结石性胆囊炎合并轻症胰腺炎行腹腔镜胆囊切除术的手术时机选择的判断因素; 经共线性诊断排除三者共线性关系方差膨胀因子(VIF) < 2。构建预测模型并绘制ROC曲线。经Kappa一致性检验显示模型具有较好的区分度曲线下面积(AUC)=0.80以及较好的一致性(Kappa值=0.40), 提示预测模型可较好地判断急性结石性胆囊炎合并轻症胰腺炎患者行腹腔镜胆囊切除术的手术时机。
    结论 建议急性结石性胆囊炎合并轻型胰腺炎患者不应单纯追求早期手术,应在术前排除轻型胰腺炎重症化的潜在因素。术前明确患者是否为胆源性胰腺炎、高脂血症性胰腺炎以及不少于入院后48 h的BISAP评分等对轻型胰腺炎潜在重症化风险的评估是有意义的。血清淀粉酶、总胆红素、AST可作为轻症胰腺炎患者早期行腹腔镜胆囊切除术治疗的保护性因素。

     

    Abstract:
    Objectives To explore the optimal surgical timing of laparoscopic cholecystectomy for patients with acute calculous cholecystitis complicated with mild pancreatitis based on a design of the prospective study, and to establish a predictive model for surgical timing.
    Methods A total of 100 patients with laparoscopic cholecystectomy for acute calculous cholecystitis complicated with mild pancreatitis from May 2020 to November 2022 were selected as the research objects. Among them, 20 cases underwent laparoscopic cholecystectomy within 72 hours after hospital admission were assigned to early surgery group, and 80 cases underwent surgery at 72 hours after hospital admission were assigned to late surgery group. The basic clinical materials of patients in both groups were recorded, and the surgery related indicators and total hospital stay were compared. Taking the group as the dependent variable, single factor analysis and multi-factor Logistic regression analysis were used to screen out factors that may have impacts on surgical timing decision, and independent risk factors that may have impacts on surgical timing were identified. A receiver operating characteristic (ROC) curve was drawn, a surgical timing prediction model was established, and the discriminant cut-off points of the model were calculated.
    Results The median time for surgery in the early surgery group was on the third day of hospitalization, while it was on the seventh day in the late surgery group, and there was a significant difference between two groups (P < 0.05). The median hospital stay in the early surgery group was 7 days, while it was 11 days in the late surgery group, and there was a significant difference between two groups (P < 0.05). There were significant differences in total bilirubin, aspartate aminotransferase (AST), glutamate pyruvate aminotransferase (ALT) and blood amylase between the two groups (P < 0.05). Multivariate Logistic regression analysis showed that total bilirubin (OR=0.24, 95%CI, 0.068 to 0.988, P=0.048), AST (OR=0.19, 95%CI, 0.042 to 0.882, P=0.034) and blood amylase (OR=0.26, 95%CI, 0.068 to 0.988, P=0.048) were the determining factors for the timing of laparoscopic cholecystectomy for acute calculous cholecystitis complicated with mild pancreatitis; after collinearity diagnosis, the collinearity relationships between the three indexes were excludedvariance inflation factor (VIF) < 2. A predictive model was established and the ROC curve was drawn. Kappa consistency test showed that the model had good discriminationarea under the curve (AUC)=0.80 and good consistency (Kappa value=0.40), indicating that the predictive model can better determine the timing of laparoscopic cholecystectomy for patients with acute calculous cholecystitis complicated with mild pancreatitis.
    Conclusion It is recommended that patients with acute calculous cholecystitis complicated with mild pancreatitis should not simply pursue early surgery, but exclude the potential factors for severe exacerbation of mild pancreatitis before surgery. It is meaningful to determine whether the patients have biliary pancreatitis, hyperlipidemic pancreatitis, and a BISAP score of no less than 48 hours after admission before surgery to assess the potential risk of severe exacerbation of mild pancreatitis. Serum amylase, total bilirubin and AST can be used as protective factors for early laparoscopic cholecystectomy in patients with mild acute pancreatitis.

     

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