A Predictive Marker for Right Heart Failure After Left Ventricular Assist Device Implantation: The Direct Bilirubin to Total Bilirubin Ratio.

IF 3.1 3区 医学 Q2 ENGINEERING, BIOMEDICAL
Ping Qing, Sheng Zhao, Xingtong Zhou, Juan Du, Liang Zou, Fujian Duan, Haibo Chen, Xianqiang Wang, Shengshou Hu
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引用次数: 0

Abstract

Early right heart failure (RHF) after left ventricular assist device (LVAD) implantation poses significant morbidity and mortality risks. Existing RHF prediction scores are complex, typically requiring multiple indicators and evaluation steps. This research aimed to explore a more feasible predictor for initial screening of early RHF. This multicenter, retrospective analysis included 83 consecutively enrolled patients undergoing continuous-flow LVAD implantation. Multivariable logistic regression identified independent predictors of early RHF, whereas receiver operating characteristic (ROC) curve analysis assessed predictive value. Among the 83 patients, 21 (25.3%) experienced early RHF. Logistic regression analyses revealed that the direct bilirubin to total bilirubin (DBIL/TBIL) ratio on admission was significantly correlated with early RHF (adjusted odds ratio [OR]: 2.41, 95% confidence interval [CI]: 1.35-4.31, p = 0.003). The DBIL/TBIL ratio on admission exhibited the highest area under the receiver operating characteristic curve (AUC) (0.767, 95% CI: 0.661-0.852). Internal validation using bootstrap techniques resulted in a mean AUC of 0.767 (95% CI: 0.640-0.879), whereas external validation in a cohort of 31 patients demonstrated an AUC of 0.682 (95% CI: 0.491-0.837). An optimal DBIL/TBIL ratio threshold of 0.52 yielded 76.19% sensitivity and 79.03% specificity for early RHF prediction. In subgroups with different TBIL levels, sensitivity and specificity were 70.0% and 86.67% for TBIL greater than or equal to 2 mg/dl, and 81.82% and 76.60% for TBIL less than 2 mg/dl, respectively. The DBIL/TBIL ratio upon admission is a viable predictor of early RHF following LVAD implantation, demonstrating acceptable predictive efficacy.

左心室辅助装置植入后右心衰的预测指标:直接胆红素与总胆红素比值。
左心室辅助装置(LVAD)植入后早期右心衰(RHF)具有显著的发病率和死亡率风险。现有的RHF预测分数是复杂的,通常需要多个指标和评估步骤。本研究旨在探索一种更可行的早期RHF早期筛查预测指标。这项多中心回顾性分析纳入了83例连续入组的LVAD植入患者。多变量逻辑回归确定早期RHF的独立预测因子,而受试者工作特征(ROC)曲线分析评估预测价值。83例患者中,21例(25.3%)出现早期RHF。Logistic回归分析显示,入院时直接胆红素/总胆红素(DBIL/TBIL)比值与早期RHF显著相关(校正优势比[OR]: 2.41, 95%可信区间[CI]: 1.35-4.31, p = 0.003)。入院时DBIL/TBIL比值在受者工作特征曲线(AUC)下面积最大(0.767,95% CI: 0.661 ~ 0.852)。使用bootstrap技术的内部验证的平均AUC为0.767 (95% CI: 0.64 -0.879),而在31例患者队列中进行的外部验证的AUC为0.682 (95% CI: 0.491-0.837)。DBIL/TBIL最佳阈值为0.52,早期RHF预测的敏感性为76.19%,特异性为79.03%。在不同TBIL水平的亚组中,TBIL≥2 mg/dl的敏感性和特异性分别为70.0%和86.67%,TBIL < 2 mg/dl的敏感性和特异性分别为81.82%和76.60%。入院时的DBIL/TBIL比值是LVAD植入后早期RHF的可行预测指标,具有可接受的预测效果。
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
ASAIO Journal
ASAIO Journal 医学-工程:生物医学
CiteScore
6.60
自引率
7.10%
发文量
651
审稿时长
4-8 weeks
期刊介绍: ASAIO Journal is in the forefront of artificial organ research and development. On the cutting edge of innovative technology, it features peer-reviewed articles of the highest quality that describe research, development, the most recent advances in the design of artificial organ devices and findings from initial testing. Bimonthly, the ASAIO Journal features state-of-the-art investigations, laboratory and clinical trials, and discussions and opinions from experts around the world. The official publication of the American Society for Artificial Internal Organs.
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