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法洛四联症修复术后右心房功能的早期变化。

Right atrial function early after tetralogy of Fallot repair.

机构信息

Division of Cardiology, Rush University Children's Hospital, Chicago, IL, USA.

Department of Biomedical and Health Informatics, Data Science and Biostatistics Unit, Children's Hospital of Philadelphia, Philadelphia, PA, USA.

出版信息

Int J Cardiovasc Imaging. 2022 Sep;38(9):1961-1972. doi: 10.1007/s10554-022-02595-y. Epub 2022 Mar 22.

Abstract

Diastolic dysfunction after repair for Tetralogy of Fallot (TOF) is associated with adverse long-term outcomes. Right atrial (RA) mechanics as a proxy of right ventricular (RV) diastolic function in the early post-operative period after surgical repair for TOF has not been reported. We sought to evaluate RA and RV strain prior to hospital discharge after TOF repair and to identify important patient factors associated with strain using a machine learning method. Single center retrospective cohort study of TOF patients undergoing surgical repair, with analysis of RA and RV strain from pre-and post-operative echocardiograms. RA function was assessed by the peak RA strain, systolic RA strain rate, early diastolic RA strain rate and RA emptying fraction. RV systolic function was measured by global longitudinal strain. Pre- and post-operative values were compared using Wilcoxon rank sum test. Gradient boosted machine (GBM) models were used to identify the most important predictors of post-operative strain. In total, 153 patients were enrolled, median age at TOF repair 3.5 months (25th-75th percentile: 2.2- 5.2), mostly male (67%), and White (64.1%). From pre-to post-operative period, there was significant worsening in all RA parameters and in RV strain. GBM models identified patient, anatomic, and surgical factors that were strong predictors of post-operative RA and RV strain. These factors included pulmonary valve and branch pulmonary artery Z scores, birth weight, gestational age and age at surgery, pre-operative RV fractional area change and oxygen saturation, type of outflow tract repair, duration of cardiopulmonary bypass, and early post-operative partial arterial pressure of oxygen. There is significant worsening in RA and RV strain early after TOF repair, indicating early alteration in diastolic and systolic function after surgery. Several patient and operative factors influence post-operative RV function. Most of the factors described are not readily modifiable, however they may inform pre-operative risk-stratification. The clinical application of RA strain and the prognostic implication of these early changes merit further study.

摘要

法洛四联症(TOF)修复术后舒张功能障碍与不良的长期预后相关。TOF 手术后早期,右心房(RA)力学作为右心室(RV)舒张功能的替代指标尚未见报道。我们试图评估 TOF 修复术后住院前的 RA 和 RV 应变,并使用机器学习方法识别与应变相关的重要患者因素。这是一项单中心回顾性队列研究,纳入了接受手术修复的 TOF 患者,分析了手术前后的 RA 和 RV 应变。RA 功能通过峰值 RA 应变、收缩期 RA 应变率、早期舒张期 RA 应变率和 RA 排空分数来评估。RV 收缩功能通过整体纵向应变来测量。使用 Wilcoxon 秩和检验比较术前和术后的值。使用梯度提升机(GBM)模型来识别术后应变的最重要预测因子。共纳入 153 例患者,TOF 修复时的中位年龄为 3.5 个月(25 百分位-75 百分位:2.2-5.2),大多数为男性(67%)和白人(64.1%)。从术前到术后,所有 RA 参数和 RV 应变都显著恶化。GBM 模型确定了患者、解剖和手术因素是术后 RA 和 RV 应变的强有力预测因子。这些因素包括肺动脉瓣和分支肺动脉 Z 评分、出生体重、胎龄和手术年龄、术前 RV 面积分数和氧饱和度、流出道修复类型、体外循环持续时间和术后早期部分动脉氧分压。TOF 修复后早期 RA 和 RV 应变明显恶化,表明术后早期舒张和收缩功能发生改变。一些患者和手术因素影响术后 RV 功能。描述的大多数因素不容易改变,但它们可能为术前风险分层提供信息。RA 应变的临床应用和这些早期变化的预后意义值得进一步研究。

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