TASC Ⅱ C/D型下肢动脉硬化闭塞症术后再狭窄列线图预测模型的构建OA
Establishment of a nomogram prediction model for postoperative restenosis in patients with TASC Ⅱ C/D lower extremity arteriosclerosis obliterans
目的 构建并验证一种基于列线图模型的泛大西洋协作组织(TASC)Ⅱ C/D型下肢动脉硬化闭塞症(ASO)术后再狭窄预测工具.方法 收集2018年1月-2023年12月兰州大学第二医院收治的307例TASC Ⅱ C/D型ASO患者的临床数据,包含基本信息、病史、影像学检查结果、治疗方案及随访结果等.根据术后2年内是否发生再狭窄,将患者分为再狭窄组(n=101)与通畅组(n=206).通过单因素分析、多因素二元logistic回归分析,结合最小绝对收缩和选择算子(LASSO)回归中选择的变量建立预测模型.采用受试者操作特征(ROC)曲线下面积(AUC)、校准曲线和决策曲线分析评估模型预测性能,并采用Bootstrap法进行内部验证.结果 LASSO回归分析、单因素及多因素二元logistic回归分析显示,较长吸烟史、经皮氧分压(TcPO2)低、末梢灌注指数(PI)值降低、TASC Ⅱ分型D型、病变长度长、钙化程度高,以及术中未使用药物涂层球囊(DCB)为ASO术后再狭窄的危险因素.在此基础上,基于临床重要性及模型性能优化的考量,进一步纳入年龄、下肢毛细血管充盈时间(CRT)、术后是否规律双联抗血小板药等因素.最终,整合上述10个因素,构建用于预测ASO患者术后再狭窄的列线图预测模型.该模型在训练集展现出良好的区分度,其AUC为0.844(95%CI 0.797~0.891);在内部验证中AUC仍然可达0.820(95%CI 0.775~0.870).校准曲线的Hosmer-Lemeshow检验显示,预测模型具有良好的校准度(P=0.856).结论 患者的年龄、吸烟史、下肢CRT、TcPO2、PI、TASCⅡ分型、病变长度、钙化程度,以及术中是否使用DCB、术后是否规律双联抗血小板药是影响TASC Ⅱ C/D型ASO术后再狭窄的独立影响因素,基于这些因素构建的预测模型具有较好的预测效能,能够为临床个性化治疗策略的制定提供参考依据.
Objective To develop and validate a nomogram-based predictive tool for postoperative restenosis in patients with Trans-Atlantic Inter-Society Consensus(TASC)Ⅱ C/D lower extremity arteriosclerosis obliterans(ASO).Methods Clinical data of 307 patients with TASC Ⅱ C/D ASO admitted to the Second Hospital of Lanzhou University from January 2018 to December 2023 were collected and analyzed,including basic information,medical history,imaging findings,treatment regimens,and follow-up outcomes.According to whether stenosis occurred within 2 years postoperatively,patients were divided into restenosis group(n=101)and patency group(n=206).A prediction model was established by univariate analysis,multivariate binary logistic regression analysis,and variables selected by least absolute shrinkage and selection operator(LASSO)regression.The area under the receiver operating characteristic(ROC)curve(AUC),calibration curve,and decision curve analysis were employed to evaluate the prediction performance of the model,and the Bootstrap method was performed for internal verification.Results LASSO regression,univariate analysis and multivariate binary logistic regression analyses showed that long smoking history,low transcutaneous oxygen pressure(TcPO2),decreased peripheral perfusion index(PI),TASC Ⅱ type D classification,long vascular lesion length,high degree of arterial calcification,and non-use of drug-coated balloon(DCB)during operation were independent risk factors for postoperative restenosis in ASO patients.On this basis,considering clinical importance and model performance optimization,age,lower limb capillary filling time(CRT),and whether regular dual antiplatelet therapy was administered postoperatively were further incorporated into the model.Finally,a nomogram prediction model for postoperative restenosis in patients with TASC Ⅱ C/D type ASO was established by integrating the above 10 factors.The model exhibited good discrimination ability in training set,with an AUC of 0.844(95%CI 0.797-0.891);the AUC still reached 0.820(95%CI 0.775-0.870)in internal validation.Hosmer-Lemeshow test of the calibration curve showed a P-value of 0.856,indicating that the prediction model had good calibration.Conclusions Patients'age,smoking history,lower limb CRT,TcPO2,PI,TASC Ⅱ classification,vascular lesion length,degree of arterial calcification,whether DCB was used intraoperatively,and whether regular dual antiplatelet therapy was administered postoperatively are independent influencing factors for postoperative restenosis in patients with TASC Ⅱ C/D type ASO.The prediction model based on these factors has favorable predictive performance and can provide a reference basis for formulating individualized clinical treatment strategies.
张瑶;陈玲;钟镇伍;陈潞;张俊轩;王兵;周栋
兰州大学第二医院血管外科,甘肃 兰州 730030兰州大学第一医院急诊重症医学科,甘肃 兰州 730000兰州大学第二医院血管外科,甘肃 兰州 730030兰州大学第二医院血管外科,甘肃 兰州 730030兰州大学第二医院血管外科,甘肃 兰州 730030郑州大学第五附属医院血管外科,河南 郑州 450052兰州大学第二医院血管外科,甘肃 兰州 730030
医药卫生
下肢动脉硬化性闭塞症泛大西洋协作组织(TASC)Ⅱ C/D型再狭窄列线图
lower extremity arteriosclerosis obliterans(ASO)Trans-Atlantic Inter-Society Consensus(TASC)Ⅱ C/D typepostoperative restenosisnomogram
《解放军医学杂志》 2026 (5)
694-703,10
This work was supported by the Key Research and Development Project of Henan Province(241111312400),the Scientific Research Program of Gansu Provincial Health Industry(GSWSKY2016-24),and the Internal Research Fund of the First Hospital of Lanzhou University(Ldyyyn2020-79)河南省重点研发专项(241111312400)甘肃省卫生行业科研计划(GSWSKY2016-24)兰州大学第一医院院内基金(Ldyyyn2020-79)
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