超声心动图参数构建列线图评估ST段抬高型心肌梗死患者PCI术后心力衰竭风险OA
Echocardiographic parameter-based nomogram for assessing risk of heart failure after percutaneous coronary intervention in patients with ST-segment elevation myocardial infarction
目的 探讨基于超声心动图参数构建列线图,评估 ST 段抬高型心肌梗死(STEMI)患者经皮冠状动脉介入治疗(PCI)术后心力衰竭(HF)风险的价值.方法 收集 2021 年 10 月至 2023 年 5 月在南京市高淳人民医院行 PCI 术的 STEMI 患者 145 例临床资料.对所有患者进行为期 1 年的随访,9 例患者失访,根据患者在随访期间是否发生HF 分为 HF 组(65 例)和非 HF组(71 例).收集患者临床资料和实验室指标,采用多普勒超声进行检查,获得超声心动图参数.采用单因素和多因素分析筛选STEMI 患者 PCI 术后发生 HF 的危险因素,将筛选出的危险因素纳入 R 软件,构建风险列线图预测模型,并对构建的预测模型进行验证.结果 HF 组高脂血症、病变支数(多支)占比,氨基末端脑钠肽前体(NT-proBNP)、中性粒细胞与淋巴细胞比值(NLR)、左心室舒张末期室间隔厚度(IVST)、左心室舒张末期内径(LVEDD)水平高于非 HF 组(χ2/t=10.699、7.191、17.207、10.781、5.341、4.340,P<0.05);左心室射血分数(LVEF)、左心室短轴缩短率(LVFS)水平低于非 HF 组(t=2.255、6.888,P<0.05).Logistic 回归分析结果显示高脂血症、病变支数(多支)、NT-proBNP、NLR、IVST、LVFS、LVEDD 是 STEMI 患者 PCI 术后HF 发生的危险因素(OR=3.367、3.013、5.801、4.129、2.385、2.776、2.186,P<0.05).列线图模型的ROC曲线的AUC为0.892(95ᆪCI=0.679ᄀ0.998),敏感度、特异度分别为96.80ᆪ、79.40ᆪ(P<0.01),该模型对 STEMI 患者 PCI 术后 HF 发生风险具有良好的预测效能.预测概率与实际发生率接近理想曲线,且 Hosmer-Lemeshow 拟合优度检验(χ2=2.325,P>0.05),该模型具有良好的校准度和拟合优度.结论 基于超声心动图参数构建的列线图模型对预测 STEMI 患者 PCI术后发生HF的预测价值较高,可指导临床医生制定个体化医疗方案.
Objective To develop a nomogram based on echocardiographic parameters for predicting the risk of heart failure(HF)after percutaneous coronary intervention(PCI)in patients with ST-segment elevation myocardial infarction(STEMI).Methods A total of 145 STEMI patients who underwent PCI at Nanjing Gaochun People's Hospital from October 2021 to May 2023 were enrolled.All patients were followed up for 1 year,9 patients were lost to follow-up,and the remaining patients were divided into an HF group(65 cases)and a non-HF group(71 cases)according to the occurrence of HF during follow-up.Clinical data and laboratory indicators were collected.Echocardiographic parameters were obtained by Doppler ultrasound examination.Univariate and multivariate analyses were used to identify risk factors for HF in STEMI patients after PCI.The identified risk factors were incorporated into R software to construct a nomogram prediction model.The performance of the constructed prediction model was subsequently validated.Results The proportion of hyperlipidemia and multiple vessel lesions,and the levels of N-terminal pro-B-type natriuretic peptide(NT-proBNP),neutrophil-to-lymphocyte ratio(NLR),end-diastolic interventricular septal thickness(IVST),and left ventricular end-diastolic dimension(LVEDD)in the HF group were all higher than those in the non-HF group(χ2/t=10.699,7.191,17.207,10.781,5.341,4.340,respectively;all P<0.05).Conversely,left ventricular ejection fraction(LVEF)and left ventricular fractional shortening(LVFS)levels were significantly lower in the HF group(t=2.255,6.888,respectively;P<0.05).Logistic regression analysis showed that hyperlipidemia,multi-vessel lesions,NT-proBNP,NLR,IVST,LVFS,and LVEDD were risk factors for HF in STEMI patients after PCI(OR=3.367,3.013,5.801,4.129,2.385,2.776,2.186,respectively;all P<0.05).The nomogram model demonstrated an area under the ROC curve(AUC)of 0.892(95ᆪCI=0.679ᄀ0.998),and the sensitivity and specificity were 96.80ᆪ and 79.40ᆪ,respectively(both P<0.01),indicating a strong predictive performance for HF risk after PCI in STEMI patients.Both the predicted and the actual values aligned closely with the ideal curve,and the Hosmer-Lemeshow goodness-of-fit test yielded a non-significant result(χ2=2.325,P>0.05),suggesting good calibration and model fit.Conclusion The nomogram model based on echocardiographic parameters demonstrates high predictive value for HF after PCI in STEMI patients,and can assist clinicians in formulating individualized medical plans.
马新泽;刘洋
211399 江苏省南京市高淳人民医院超声科211399 江苏省南京市高淳人民医院超声科
ST段抬高型心肌梗死超声心动图参数经皮冠状动脉介入治疗心力衰竭列线图模型
ST-segment elevation myocardial infarctionEchocardiographic parametersPercutaneous coronary interventionHeart failureNomogram model
《心脑血管病防治》 2026 (7)
25-29,5
评论