Division of Cardiology, Department of Pediatrics, 12225University of Colorado School of Medicine, Aurora, CO, USA.
Department of Anesthesia, 12225University of Colorado School of Medicine, Aurora, CO, USA.
World J Pediatr Congenit Heart Surg. 2021 Mar;12(2):176-184. doi: 10.1177/2150135120972013.
Early warning systems that utilize dense physiologic data and machine learning may aid prediction of decompensation after congenital heart surgery (CHS). The Compensatory Reserve Index (CRI) analyzes changing features of the pulse waveform to predict hemodynamic decompensation in adults, but it has never been studied after CHS. This study sought to understand the feasibility, safety, and potential utility of CRI monitoring after CHS with cardiopulmonary bypass (CPB).
A single-center prospective pilot cohort of patients undergoing pulmonary valve replacement was studied. Compensatory Reserve Index was continuously measured from preoperative baseline through the first 24 postoperative hours. Average CRI values during selected procedural phases were compared between patients with an intensive care unit (ICU) length of stay (LOS) <3 days versus LOS ≥3 days.
Twenty-three patients were enrolled. On average, 17,445 (±3,152) CRI data points were collected and 0.33% (±0.40) of data were missing per patient. There were no adverse events related to monitoring. Five (21.7%) patients had an ICU LOS ≥3 days. Compared to the ICU LOS <3 days group, the ICU LOS ≥3 days group had a greater decrease in CRI from baseline to immediately after CPB (-0.3 ± 0.1 vs -0.1 ± 0.2, = .003) and were less likely to recover to baseline CRI during the monitoring period (20% vs 83%, = .017).
Compensatory Reserve Index monitoring after CHS with CPB seems feasible and safe. Early changes in CRI may precede meaningful clinical outcomes, but this requires further study.
利用密集的生理数据和机器学习的预警系统可能有助于预测先天性心脏病手术后(CHS)的失代偿。代偿储备指数(CRI)分析脉搏波形的变化特征,以预测成人的血流动力学失代偿,但从未在 CHS 后进行过研究。本研究旨在了解体外循环(CPB)后 CHS 时 CRI 监测的可行性、安全性和潜在效用。
对接受肺动脉瓣置换术的患者进行了单中心前瞻性试点队列研究。从术前基线到术后 24 小时连续测量 CRI。比较 ICU 住院时间(LOS)<3 天和 LOS≥3 天的患者在选定手术阶段的平均 CRI 值。
共纳入 23 例患者。平均收集 17445(±3152)个 CRI 数据点,每位患者缺失 0.33%(±0.40)的数据。监测无不良事件发生。5 例(21.7%)患者 ICU LOS≥3 天。与 ICU LOS<3 天组相比,ICU LOS≥3 天组从 CPB 前到 CPB 后即刻 CRI 下降更大(-0.3±0.1 对-0.1±0.2, =.003),且在监测期间更不可能恢复到基线 CRI(20%对 83%, =.017)。
CPB 后 CHS 的 CRI 监测似乎是可行且安全的。CRI 的早期变化可能先于有意义的临床结局,但这需要进一步研究。