用于筛查成人 ASD-PAH 患者潜在可纠正分流的超声心动图变量预测模型。

He-Zhi Li, Song Wen, Ze-Han Huang, Hong-Wen Fei, Cao-Jin Zhang
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引用次数: 0

摘要

背景:房间隔缺损(ASD)是成人中常见的先天性心脏病,如不及时治疗会导致肺动脉高压(PAH)和右心衰竭。在对成人 ASD-PAH 患者进行常规随访时,分流关闭是否合适取决于有创的右心导管检查(RHC)。本回顾性横断面研究旨在调查哪些超声心动图变量与成人 ASD-PAH 患者的肺血管阻力(PVR)有关,并提出一个利用这些变量筛查可矫正分流患者的模型:研究共纳入了530例经胸超声心动图(TTE)测量肺动脉收缩压(PASP)≥60 mmHg的成人ASD-PAH患者。所有 RHC 均在 TTE 后 3 个月内进行。可纠正分流的定义是 PVR≤3 木单位(WU)。利用超声心动图变量进行多变量回归。通过多变量逻辑回归分析,根据 PVR ≤3 WU 的预测因素构建了一个评分系统。然后使用接收者操作特征(ROC)分析对评分系统进行了检验。此外,还根据决策曲线分析确定了模型的临床实用性,并使用校准曲线评估了模型的一致性:结果:估计的肺动脉收缩压、通过肺动脉瓣的速度、三尖瓣环早期舒张速度和最大缺损尺寸被确定为独立的预测因子。模型预测值的 ROC 曲线下面积为 0.905 [95%置信区间 (CI):0.878-0.931,敏感性:84.3%,特异性:83.6%]。在决策曲线分析中,该模型的净效益显著,概率阈值范围较宽,表明该预测模型具有良好的临床适用性。模型的校准曲线接近理想的对角线,显示出实际概率与预测概率之间良好的预测准确性:研究结果表明,该模型在预测可纠正分流的成人 ASD-PAH 患者方面具有重要价值,有助于临床医生为随访患者做出适当的治疗决策。
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A prediction model of echocardiographic variables to screen for potentially correctable shunts in adult ASD-PAH patients.

Background: Atrial septal defect (ASD) is a prevalent congenital heart condition in adults that leads to pulmonary hypertension (PAH) and right heart failure if left untreated. During a routine follow-up of adult ASD-PAH patients, the suitability of shunt closure depends on the invasive right heart catheterization (RHC).Nevertheless, performing RHC at every follow-up is impractical and may be harmful. The present retrospective cross-sectional study was designed to investigate which echocardiographic variables are related to pulmonary vascular resistance (PVR) in adult ASD-PAH patients and proposed a model using these variables to screen for patients with a correctable shunt.

Methods: A total of 530 adult ASD-PAH patients with pulmonary arterial systolic pressure (PASP) of ≥60 mmHg measured using transthoracic echocardiogram (TTE) were included in the study. All RHCs were performed within 3 months after TTE. The correctable shunt was defined as PVR ≤3 wood units (WU). Multivariate regressions were performed utilizing echocardiographic variables. A scoring system was constructed based on the predictors of PVR ≤3 WU using multivariate logistic regression analysis. The scoring system was then examined using a receiver operating characteristic (ROC) analysis. In addition, clinical utility of the model was determined based on decision curve analysis and a calibration curve was used to evaluate model conformity.

Results: Estimated pulmonary arterial systolic pressure, velocity through the pulmonary valve, tricuspid annulus early diastolic velocity, and maximum defect dimension were identified as independent predictors. The area under the ROC curve of the predictive value in the model was 0.905 [95% confidence interval (CI): 0.878-0.931, sensitivity: 84.3%, specificity: 83.6%]. The net benefit of the model was notable in terms of a wide-range probability threshold in decision curve analysis, indicating that the prediction model had good clinical applicability. The model's calibration curve was close to an ideal diagonal line, showing good predictive accuracy between the actual and predictive probabilities.

Conclusion: The study model was demonstrated to be valuable in predicting adult ASD-PAH patients with a correctable shunt, which may help clinicians to make appropriate treatment decision for follow-up patients.

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