首页|期刊导航|检验医学与临床|老年腹腔镜结直肠癌根治术患者术后发生谵妄的影响因素及列线图评估模型构建

老年腹腔镜结直肠癌根治术患者术后发生谵妄的影响因素及列线图评估模型构建OA

Influencing factors and nomogram evaluation model construction of postoperative delirium in elderly patients undergoing laparoscopic colorectal cancer surgery

中文摘要英文摘要

目的 探讨老年腹腔镜结直肠癌根治术患者发生术后谵妄的影响因素,并构建术后谵妄风险的列线图评估模型.方法 选取2022年1月至2025年1月该院收治的156例老年腹腔镜结直肠癌根治术患者作为研究对象,依据术后是否发生谵妄,将患者分为谵妄组和无谵妄组.采用倾向性评分匹配法对谵妄组与无谵妄组进行1∶1匹配.采用多因素Logistic回归分析老年腹腔镜结直肠癌根治术患者术后发生谵妄的影响因素.结合R4.4.3软件"rms"包进行模型的可视化,构建列线图模型.采用受试者工作特征(ROC)曲线、Hos-mer-Lemeshow拟合优度检验、校准曲线、决策曲线评估其区分度、拟合情况、校准能力、临床获益情况.结果 匹配前谵妄组年龄大于无谵妄组,术前营养评分、血红蛋白和清蛋白水平及淋巴细胞百分比均低于无谵妄组,中性粒细胞百分比、白细胞计数均高于无谵妄组,手术时间长于无谵妄组,差异均有统计学意义(P<0.05).匹配后谵妄组年龄大于无谵妄组,术前营养评分、血红蛋白和清蛋白水平及淋巴细胞百分比均低于无谵妄组,中性粒细胞百分比、白细胞计数均高于无谵妄组,手术时间长于无谵妄组,差异均有统计学意义(P<0.05).多因素Logistic回归分析结果显示,年龄、术前清蛋白、术前血红蛋白、手术时间为老年腹腔镜结直肠癌根治术患者术后发生谵妄的影响因素(P<0.05).基于上述4个因素构建的列线图评估模型,其曲线下面积(AUC)为0.937(95%CI:0.893~0.980),表明模型具有良好区分度.校准曲线分析结果显示,预测概率与实际发生率具有良好的一致性.决策曲线分析结果显示,模型的临床实用性好.结论 年龄、术前清蛋白、术前血红蛋白、手术时间是老年腹腔镜结直肠癌患者术后发生谵妄的影响因素.基于此构建的列线图模型具有良好的评估效能,可用于个体化评估术后谵妄发生风险,有助于临床早期筛查和干预.

Objective To explore the influencing factors of postoperative delirium in elderly patients under-going laparoscopic radical resection of colorectal cancer,and to construct a nomogram evaluation model for the risk of postoperative delirium.Methods A total of 156 elderly patients undergoing laparoscopic radical resec-tion of colorectal cancer in the hospital from January 2022 to January 2025 were selected as the research ob-jects.According to whether delirium occurred after surgery,the patients were divided into the delirium group and the non-delirium group.The delirium group and the non-delirium group were matched 1∶1 by propensity score matching method.Multivariate Logistic regression was used to analyze the influencing factors of postop-erative delirium in elderly patients undergoing laparoscopic radical resection of colorectal cancer.The"rms"package of R4.4.3 software was used to visualize the model and construct the nomogram model.The receiver operating characteristic(ROC)curve,Hosmer-Lemeshow goodness-of-fit test,calibration curve and decision curve were used to evaluate the discrimination,fitting,calibration ability and clinical benefit.Results Before matching,the age of the delirium group was greater than that of the non-delirium group,and the preoperative nutritional score,hemoglobin and albumin levels,and lymphocyte percentage were lower than those of the non-delirium group,and the neutrophil percentage and white blood cell count were higher than those of the non-delirium group,and the operation time was longer than that of the non-delirium group,and the differences were all statistically significant(P<0.05).After matching,the age of the delirium group was greater than that of the non-delirium group,and the preoperative nutritional score,hemoglobin and albumin levels,and lymphocyte percentage were all lower than those of the non-delirium group,and the neutrophil percentage and white blood cell count were higher than those of the non-delirium group,and the operation time was longer than that of the non-delirium group,and the differences were all statistically significant(P<0.05).Multivari-ate Logistic regression analysis showed that age,preoperative albumin,preoperative hemoglobin and operation time were the influencing factors of postoperative delirium in elderly patients undergoing laparoscopic colorec-tal cancer surgery(P<0.05).The area under the curve(AUC)of the nomogram evaluation model based on the above 4 factors was 0.937(95%CI:0.893-0.980),indicating that the model had good discrimination.The calibration curve analysis showed that the predicted probability was in good agreement with the actual in-cidence.Decision curve analysis showed that the model had good clinical practicability.Conclusion Age,pre-operative albumin,preoperative hemoglobin and operation time are the influencing factors of postoperative de-lirium in elderly patients undergoing laparoscopic colorectal cancer surgery.The nomogram model based on this model has good evaluation efficiency,which can be used to assess the risk of postoperative delirium indi-vidually,and is helpful for early clinical screening and intervention.

赖蓉;田甜;周成艳;原红军;李楠;陈京;雷婷婷;张鹏;冯晓霞;熊艳

四川大学华西临床医学院/四川大学附属成都市第二人民医院/成都市第二人民医院普外科,四川 成都 610017四川大学华西临床医学院/四川大学附属成都市第二人民医院/成都市第二人民医院神经内科,四川 成都 610017四川大学华西临床医学院/四川大学附属成都市第二人民医院/成都市第二人民医院普外科,四川 成都 610017四川大学华西临床医学院/四川大学附属成都市第二人民医院/成都市第二人民医院普外科,四川 成都 610017四川大学华西临床医学院/四川大学附属成都市第二人民医院/成都市第二人民医院普外科,四川 成都 610017四川大学华西临床医学院/四川大学附属成都市第二人民医院/成都市第二人民医院普外科,四川 成都 610017四川大学华西临床医学院/四川大学附属成都市第二人民医院/成都市第二人民医院普外科,四川 成都 610017四川大学华西临床医学院/四川大学附属成都市第二人民医院/成都市第二人民医院普外科,四川 成都 610017四川大学华西临床医学院/四川大学附属成都市第二人民医院/成都市第二人民医院普外科,四川 成都 610017四川大学华西临床医学院/四川大学附属成都市第二人民医院/成都市第二人民医院普外科,四川 成都 610017

医药卫生

结直肠癌腹腔镜术后谵妄老年人群危险因素列线图

colorectal cancerlaparoscopypostoperative deliriumelderly populationrisk factornomogram

《检验医学与临床》 2026 (15)

2078-2083,2089,7

四川省医学青年创新课题计划项目(Q3044).

10.3969/j.issn.1672-9455.2026.15.010

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