Indiana University School of Medicine and.
Division of Pediatric Critical Care Medicine, Department of Pediatrics, Riley Hospital for Children at Indiana University Health, Indianapolis, Indiana.
J Extra Corpor Technol. 2022 Jun;54(2):115-122. doi: 10.1182/ject-115-122.
Hematologic complications are a source of morbidity and mortality for patients receiving extracorporeal membrane oxygenation (ECMO) support. There is no consensus strategy for monitoring anticoagulation for children supported with ECMO. This study evaluated a novel measurement of anticoagulation for children on ECMO. This was a single-center observational study of children supported with ECMO from 2015 to 2020. Each patient's current unfractionated heparin dose was multiplied by the current antithrombin III (AT) level to obtain a novel anticoagulation value, the heparin-antithrombin product (HAP). This value was compared with the heparin dose, AT, and activated clotting time (ACT) to predict anti-Xa value using linear correlation and decision tree methods. Data were obtained from 128 patients supported with ECMO. The HAP value was more highly correlated with anti-Xa level than heparin dose, AT level, and ACT. This correlation was highest in the neonatal population ( = .7). The variable importance metrics from the regression tree and random forest models both identified the HAP value as the most influential predictor variable for anti-Xa value. The HAP value is more highly correlated with the anti-Xa level than heparin dose, AT level, or ACT. Further research is needed to evaluate the effectiveness of the HAP value as a measurement of anticoagulation for children on ECMO.
血液学并发症是接受体外膜肺氧合 (ECMO) 支持的患者发病和死亡的一个原因。目前,对于接受 ECMO 支持的儿童,尚无监测抗凝的共识策略。本研究评估了一种新型 ECMO 患儿抗凝监测方法。这是一项 2015 年至 2020 年对接受 ECMO 支持的儿童进行的单中心观察性研究。每位患者当前的未分级肝素剂量乘以当前抗凝血酶 III (AT) 水平,以获得新型抗凝值,即肝素-抗凝血酶产物 (HAP)。使用线性相关和决策树方法,将该值与肝素剂量、AT 和活化凝血时间 (ACT) 进行比较,以预测抗-Xa 值。从接受 ECMO 支持的 128 名患者中获得数据。HAP 值与抗-Xa 水平的相关性高于肝素剂量、AT 水平和 ACT。这种相关性在新生儿中最高 ( =.7)。回归树和随机森林模型的变量重要性指标都将 HAP 值确定为抗-Xa 值的最具影响力的预测变量。HAP 值与抗-Xa 水平的相关性高于肝素剂量、AT 水平或 ACT。需要进一步研究来评估 HAP 值作为 ECMO 患儿抗凝监测指标的有效性。