评估儿童肝移植后长时间机械通气的风险:PROVE-ALT评分。

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Accounts of Chemical Research Pub Date : 2024-02-01 Epub Date: 2023-10-13 DOI:10.1111/petr.14623
Muhammad Umair M Mian, Curtis E Kennedy, Jorge A Coss-Bu, Ramsha Javaid, Buria Naeem, Fong Wilson Lam, Thomas Fogarty, Ayse A Arikan, Trung C Nguyen, Dalia Bashir, Manpreet Virk, Sanjiv Harpavat, Nhu Thao Nguyen Galvan, Abbas A Rana, John A Goss, Daniel H Leung, Moreshwar S Desai
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引用次数: 0

摘要

背景:肝移植(LT)后长期机械通气(PMV)高危儿童需要尽早发现,以优化肺部支持、分配资源并改善手术结果。我们旨在开发和验证一种可以估计LT后长时间通气风险的指标(PROVE-ALT)。方法:我们通过单变量分析,在2011年至2017年的儿科LT接受者的回顾性队列中确定了PMV的术前危险因素(n = 205;衍生队列)。我们通过将多变量逻辑回归系数映射为整数来创建PROVE-ALT评分,并使用Youden指数确定截止值。我们在2018年至2021年间回顾性收集的儿科LT接受者的单独队列中通过C统计量验证了该评分(n = 133,验证队列)。结果:338例患者中,21%(n = 72)为婴儿;49%(n = 167)有肝硬化;8%(n = 27)需要持续的肾脏替代治疗(CRRT);和32%(n = 111)需要在LT前住院治疗(MIH)。LT后PMV的发生率为20%(n = 69)和3%(n = 12) 需要气管造口术。PMV的独立危险因素(OR[95%CI])为肝硬化(3.8[1-14],p = .04);年龄结论:PROVE-ALT对儿童LT后PMV的预测具有较高的敏感性和特异性。一旦在其他中心进行了外部验证,PROVE-ALT将使临床医生能够规划针对患者的通气策略,提供家长的预期指导,并优化医院资源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Estimating risk of prolonged mechanical ventilation after liver transplantation in children: PROVE-ALT score.

Background: Children at high risk for prolonged mechanical ventilation (PMV) after liver transplantation (LT) need to be identified early to optimize pulmonary support, allocate resources, and improve surgical outcomes. We aimed to develop and validate a metric that can estimate risk for Prolonged Ventilation After LT (PROVE-ALT).

Methods: We identified preoperative risk factors for PMV by univariable analysis in a retrospective cohort of pediatric LT recipients between 2011 and 2017 (n = 205; derivation cohort). We created the PROVE-ALT score by mapping multivariable logistic regression coefficients as integers, with cutoff values using the Youden Index. We validated the score by C-statistic in a retrospectively collected separate cohort of pediatric LT recipients between 2018 and 2021 (n = 133, validation cohort).

Results: Among total 338 patients, 21% (n = 72) were infants; 49% (n = 167) had cirrhosis; 8% (n = 27) required continuous renal replacement therapy (CRRT); and 32% (n = 111) required management in hospital (MIH) before LT. Incidence of PMV post-LT was 20% (n = 69) and 3% (n = 12) required tracheostomy. Independent risk factors (OR [95% CI]) for PMV were cirrhosis (3.8 [1-14], p = .04); age <1-year (8.2 [2-30], p = .001); need for preoperative CRRT (6.3 [1.2-32], p = .02); and MIH before LT (12.4 [2.1-71], p = .004). PROVE-ALT score ≥8 [Range = 0-21] accurately predicted PMV in the validation cohort with 73% sensitivity and 80% specificity (AUC: 0.81; 95% CI: 0.71-0.91).

Conclusion: PROVE-ALT can predict PMV after pediatric LT with a high degree of sensitivity and specificity. Once externally validated in other centers, PROVE-ALT will empower clinicians to plan patient-specific ventilation strategies, provide parental anticipatory guidance, and optimize hospital resources.

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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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