Prediction of Acute Kidney Injury After Cardiac Surgery With Combined Arterial and Venous Intrarenal Doppler.

IF 1.6 Q3 UROLOGY & NEPHROLOGY
Canadian Journal of Kidney Health and Disease Pub Date : 2024-12-23 eCollection Date: 2024-01-01 DOI:10.1177/20543581241309976
Cameron Giles, Karel Huard, André Denault, William Beaubien-Souligny
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引用次数: 0

Abstract

Background: Acute kidney injury (AKI) occurs in up to 50% of cardiac surgical patients and is often hemodynamically mediated. Point-of-care ultrasound is a non-invasive tool that has the potential to characterize intrarenal hemodynamics and predict the risk of AKI.

Objectives: We aimed to determine the predictive characteristics of intrarenal arterial and venous Doppler markers for postoperative AKI in cardiac surgical patients.

Design: This study is the secondary analysis of a prospective cohort study.

Setting: This study is carried out in a care academic cardiac surgical center in Montreal, Quebec, Canada.

Patients: Adult patients undergoing cardiac surgery with the use of cardiopulmonary bypass.

Measurements: Point-of-care ultrasound assessments were performed preoperatively and at intensive care unit admission. Arterial measurements included the renal resistive index (RRI) and intrarenal artery velocity-time integral normalized to peak systolic velocity (VTI/PSV). Venous measurements included intrarenal venous flow (IRVF) pattern and renal venous stasis index (RVSI).

Methods: We used area under the receiving operating characteristic curves (AUCs) with net reclassification index (NRI) and multivariable logistic regression to determine predictive characteristics for postoperative AKI. Furthermore, we used hierarchical clustering to identify potential groups with similar Doppler parameters and performed comparisons of patients' characteristics and outcomes between groups.

Results: We included 136 patients with 47 (34.6%) developing postoperative AKI. At intensive care unit admission, arterial indices showed similar discrimination for the prediction of AKI (RRI: AUC = 0.64; 95% confidence interval (CI) = 0.55 to 0.74; and VTI/PSV: AUC = 0.67; 95% CI = 0.57 to 0.77). Venous Doppler indices including IRVF patterns (AUC = 0.64; 95% CI = 0.53 to 0.74) and RVSI (AUC = 0.60; 95% CI = 0.50 to 0.71) also showed similar performance. The combined model of RRI and IRVF pattern (AUC = 0.69; 95% CI = 0.59 to 0.78) improved the prediction of AKI compared to either RRI (NRI = 0.50; 95% CI = 0.17 to 0.84) or IRVF pattern (NRI = 0.38; 95% CI = 0.04 to 0.70) alone. Through hierarchical clustering, we identified 3 groups (1: low RRI, 2: high RRI/low RVSI, and 3: high RRI/high RVSI) with different patient characteristics and outcomes. The patient in group 3 had a higher risk of AKI and worse clinical outcomes compared with other groups.

Limitations: Single-center design in cardiac surgical patients limits generalizability.

Conclusions: Although more complex indices of intrarenal Doppler indices including the VTI/PSV and RVSI did not improve prediction of postoperative AKI, combining RRI and IRVF pattern improved risk prediction for AKI. Intrarenal arteriovenous Doppler subphenotypes identified patient groups at high risk of postoperative AKI.

背景:多达50%的心脏手术患者会出现急性肾损伤(AKI),通常是由血流动力学介导的。护理点超声是一种无创工具,有可能描述肾内血流动力学特征并预测 AKI 风险:我们旨在确定肾内动脉和静脉多普勒标记物对心脏手术患者术后 AKI 的预测特性:本研究是一项前瞻性队列研究的二次分析:本研究在加拿大魁北克省蒙特利尔市的一家心脏外科护理学术中心进行:使用心肺旁路进行心脏手术的成人患者:术前和入重症监护室时进行护理点超声评估。动脉测量包括肾脏阻力指数(RRI)和肾内动脉速度-时间积分归一于收缩峰值速度(VTI/PSV)。静脉测量包括肾内静脉流量(IRVF)模式和肾静脉淤血指数(RVSI):我们使用接受操作特征曲线下面积(AUC)和净再分类指数(NRI)以及多变量逻辑回归来确定术后 AKI 的预测特征。此外,我们还采用分层聚类法确定了具有相似多普勒参数的潜在组别,并对各组患者的特征和预后进行了比较:我们共纳入了 136 例患者,其中 47 例(34.6%)发生了术后 AKI。在重症监护室入院时,动脉指数对 AKI 的预测显示出相似的区分度(RRI:AUC = 0.64;95% 置信区间 (CI) = 0.55 至 0.74;VTI/PSV:AUC = 0.67;95% CI = 0.57 至 0.77)。包括 IRVF 模式(AUC = 0.64;95% CI = 0.53 至 0.74)和 RVSI(AUC = 0.60;95% CI = 0.50 至 0.71)在内的静脉多普勒指数也显示出相似的性能。与单独使用 RRI(NRI = 0.50;95% CI = 0.17 至 0.84)或 IRVF 模式(NRI = 0.38;95% CI = 0.04 至 0.70)相比,RRI 和 IRVF 模式的组合模型(AUC = 0.69;95% CI = 0.59 至 0.78)提高了对 AKI 的预测能力。通过分层聚类,我们确定了三组(1:低 RRI;2:高 RRI/低 RVSI;3:高 RRI/高 RVSI),这三组患者的特征和预后各不相同。与其他组别相比,第 3 组患者发生 AKI 的风险更高,临床预后更差:局限性:心脏手术患者的单中心设计限制了推广性:尽管包括 VTI/PSV 和 RVSI 在内的更复杂的肾内多普勒指数并不能改善术后 AKI 的预测,但结合 RRI 和 IRVF 模式可改善 AKI 的风险预测。肾内动静脉多普勒亚型确定了术后 AKI 的高风险患者群体。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.00
自引率
5.90%
发文量
84
审稿时长
12 weeks
期刊介绍: Canadian Journal of Kidney Health and Disease, the official journal of the Canadian Society of Nephrology, is an open access, peer-reviewed online journal that encourages high quality submissions focused on clinical, translational and health services delivery research in the field of chronic kidney disease, dialysis, kidney transplantation and organ donation. Our mandate is to promote and advocate for kidney health as it impacts national and international communities. Basic science, translational studies and clinical studies will be peer reviewed and processed by an Editorial Board comprised of geographically diverse Canadian and international nephrologists, internists and allied health professionals; this Editorial Board is mandated to ensure highest quality publications.
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