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采用新型生物标志物预测急性 A 型主动脉夹层手术后急性肾损伤的发生率:一项前瞻性观察研究。

Prediction of acute kidney injury incidence following acute type A aortic dissection surgery with novel biomarkers: a prospective observational study.

机构信息

Department of Cardio-Thoracic Surgery, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China.

Department of Nephrology, Ningbo First Hospital, Ningbo, China.

出版信息

BMC Med. 2023 Dec 18;21(1):503. doi: 10.1186/s12916-023-03215-9.

Abstract

BACKGROUND

Acute kidney injury (AKI) is a prevalent complication following acute type A aortic dissection (ATAAD) surgery and is closely associated with unfavorable prognostic outcomes. Hence, the development of a robust and efficient diagnostic approach to identify high-risk patients is of paramount importance.

METHODS

We conducted a prospective study involving 328 patients who underwent ATAAD surgery at our institution, comprising three distinct cohorts. In addition, 52 patients undergoing alternative cardiopulmonary surgeries and 37 healthy individuals were enrolled as control groups. Employing proteomic analysis, we initially identified plasma proteins potentially linked to AKI occurrence within the plasma proteomic cohort. Subsequent validation was performed in an independent cohort. Utilizing predictors derived from multivariate logistic regression analysis, a nomogram was meticulously formulated and its efficacy was validated in the model construction cohort.

RESULTS

Proteomics revealed significant elevation of plasma levels of S100A8/A9, pentraxin 3 (PTX3), and chitinase 3-like 1 (CHI3L1) immediately post-surgery in patients who developed ATAAD surgery-associated AKI (ASA-AKI). Receiver operating characteristic (ROC) curves demonstrated impressive predictive performance of S100A8/A9, PTX3, and CHI3L1 at 0 h post-surgery, yielding area under the curve (AUC) values of 0.823, 0.786, and 0.803, respectively, for ASA-AKI prediction. Furthermore, our findings exhibited positive correlations between plasma levels of S100A8/A9, PTX3, CHI3L1, and urinary neutrophil gelatinase-associated lipocalin (NGAL) at 0 h post-surgery, along with correlations between plasma S100A8/A9, CHI3L1 levels, and the Cleveland Clinic score. A logistic regression model incorporating plasma S100A8/A9, PTX3, CHI3L1 levels, urinary NGAL levels, and the Cleveland Clinic score facilitated the construction of a predictive nomogram for ASA-AKI. This nomogram demonstrated robust discriminative ability, achieving an AUC of 0.963 in the model construction cohort.

CONCLUSIONS

Our study underscored the augmentation of plasma S100A8/A9, PTX3, and CHI3L1 levels immediately post-surgery in patients developing ASA-AKI. The incorporation of these three biomarkers, in conjunction with the Cleveland Clinic score and NGAL, into a nomogram demonstrated commendable predictive efficacy. This presents a practical tool for identifying patients at an elevated risk of AKI following ATAAD surgery.

摘要

背景

急性肾损伤(AKI)是急性 A 型主动脉夹层(ATAAD)手术后常见的并发症,与不良预后密切相关。因此,开发一种强大而有效的诊断方法来识别高危患者至关重要。

方法

我们进行了一项前瞻性研究,纳入了在我院接受 ATAAD 手术的 328 名患者,分为三个不同的队列。此外,还纳入了 52 名接受其他心肺手术的患者和 37 名健康个体作为对照组。我们采用蛋白质组学分析,首先在血浆蛋白质组学队列中鉴定与 AKI 发生相关的潜在血浆蛋白。随后在独立队列中进行验证。利用多元逻辑回归分析得出的预测因子,精心制定了一个列线图,并在模型构建队列中验证了其效能。

结果

蛋白质组学显示,在发生 ATAAD 手术相关 AKI(ASA-AKI)的患者中,术后即刻血浆 S100A8/A9、五聚素 3(PTX3)和几丁质酶 3 样蛋白 1(CHI3L1)水平显著升高。术后 0 小时的受试者工作特征(ROC)曲线显示 S100A8/A9、PTX3 和 CHI3L1 具有出色的预测性能,ASA-AKI 预测的曲线下面积(AUC)值分别为 0.823、0.786 和 0.803。此外,我们的研究结果还显示,术后 0 小时时,血浆 S100A8/A9、PTX3 和 CHI3L1 之间存在正相关,以及血浆 S100A8/A9 水平与克利夫兰诊所评分之间的正相关。纳入血浆 S100A8/A9、PTX3、CHI3L1 水平、尿中性粒细胞明胶酶相关脂质运载蛋白(NGAL)水平和克利夫兰诊所评分的逻辑回归模型有助于构建 ASA-AKI 的预测列线图。该列线图在模型构建队列中具有出色的鉴别能力,AUC 值为 0.963。

结论

本研究强调了术后即刻发生 ASA-AKI 的患者血浆 S100A8/A9、PTX3 和 CHI3L1 水平升高。将这三种生物标志物与克利夫兰诊所评分和 NGAL 相结合纳入列线图中,显示出令人瞩目的预测效果。这为识别接受 ATAAD 手术后 AKI 风险升高的患者提供了一种实用工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/65a8/10729328/1225ba3aa6a4/12916_2023_3215_Fig1_HTML.jpg

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