通过对比增强 CT 预测 AKI 的风险评分(Pre-CT AKI 评分):回顾性队列的训练和验证。

IF 3.2 Q1 UROLOGY & NEPHROLOGY
Kidney360 Pub Date : 2024-10-17 DOI:10.34067/KID.0000000623
Pattharawin Pattharanitima, Nutthaphol Bumrungsong, Bhapita Phoompho, Raksina Tanin, Suthiya Anumas
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引用次数: 0

摘要

背景:造影剂增强计算机断层扫描(CECT)术后造影剂相关急性肾损伤(CA-AKI)缺乏公认的风险评估方法,因此在术前为患者提供咨询具有挑战性。本研究旨在确定 CECT 术后 CA-AKI 的发生率、评估相关风险因素、开发并验证预测评分:所有在 2018 年至 2022 年接受 CECT 的成年患者均被纳入训练队列,而 2023 年的患者则构成外部验证队列。排除CKD 5期、近期透析或数据不完整的患者。采用多元逻辑回归来确定风险因素。接受者操作特征曲线下面积(AUROC)用于评估内部和外部验证:在 21,878 名注册患者中,分别有 6,042 和 2,463 人符合训练队列和验证队列的纳入标准,平均 eGFR 分别为 86.0 (26.4) 和 81.4 (27.6) mL/min/1.73 m2。在训练队列中,492 名患者(8.1%)出现了 CA-AKI,49 名患者(0.8%)需要透析。CA-AKI的独立风险因素包括男性性别、临床环境、血红蛋白水平和CECT结果:在特定人群中,CECT 可导致 CA-AKI。CECT后CA-AKI的CCT前AKI风险评分显示出良好的鉴别力,可轻松应用于临床实践。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Risk Score for Predicting AKI from Contrast-Enhanced CT (Pre-CT AKI score): Training and Validation from Retrospective Cohort.

Background: The lack of a recognized risk evaluation for Contrast-associated acute kidney injury (CA-AKI) after contrast-enhanced computed tomography (CECT) makes it challenging to counsel patients before the procedure. This study aims to identify the incidence of CA-AKI post CECT, assess the associated risk factors, develop and validate a predictive score.

Methods: All adult patients who underwent CECT in 2018 to 2022 were included in the training cohort while those in 2023 formed the external validation cohort. Exclusions applied to patients with CKD stage 5, recent dialysis, or incomplete data. Multiple logistic regression was employed to identify risk factors. The area under the receiver operating characteristic curve (AUROC) was used to evaluate both internal and external validation.

Results: From 21,878 enrolled patients, 6,042 and 2,463 met the inclusion criteria for the training and validation cohorts with a mean eGFR of 86.0 (26.4) and 81.4 (27.6) mL/min/1.73 m2, respectively. In the training cohort, 492 patients (8.1%) developed CA-AKI, and 49 (0.8%) required dialysis. Independent risk factors for CA-AKI included male gender, clinical setting, hemoglobin levels of <10 g/dL, and baseline eGFR less than 90 mL/min/1.73 m2. The model, using a weighted integer score derived from these factors, exhibited an AUROC of 0.715 (95% CI: 0.692-0.743) in the training cohort and 0.706 (95% CI: 0.663-0.748) in the validation cohort.

Conclusions: CECT can lead to CA-AKI in specific populations. The Pre-CT AKI risk score for CA-AKI following CECT demonstrated good discriminative power and can be easily applied in clinical practice.

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来源期刊
Kidney360
Kidney360 UROLOGY & NEPHROLOGY-
CiteScore
3.90
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