淋巴细胞水平是新生儿呼吸暂停风险和新生儿重症监护病房停留时间的潜在生物标志物。

IF 3.1 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS
Yi Xie, Xiang-Jin Qiu
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引用次数: 0

摘要

本研究旨在探讨新生儿淋巴细胞水平与新生儿呼吸暂停风险和重症监护病房(ICU)住院时间的关系。新生儿数据来源于MIMIC III数据库。比较呼吸暂停组和非呼吸暂停组的基线特征和实验室参数。Logistic回归模型用于评估淋巴细胞水平与呼吸暂停风险之间的关系。采用广义线性模型(GLM)探讨淋巴细胞水平与ICU住院时间的关系。此外,潜在类轨迹模型(LCTM)评估淋巴细胞轨迹随时间的变化,基于治疗类型和胎龄进行亚组分析。最终共纳入3408名新生儿:1121名有呼吸暂停,2287名无呼吸暂停。较高的淋巴细胞水平与呼吸暂停新生儿的风险增加和较短的ICU住院时间显著相关。LCTM确定了四种淋巴细胞轨迹组:持续低、低层、中低层和高层。轨迹组与ICU住院时间无显著相关性。然而,在万古霉素或对乙酰氨基酚亚组治疗的新生儿中,高层轨迹和中度上升轨迹与持续低轨迹相比,ICU住院时间明显缩短。总之,淋巴细胞水平升高与新生儿呼吸暂停的高风险和较短的ICU住院时间有关。特定治疗类型可能调节淋巴细胞轨迹与ICU住院时间的关系,提示有针对性干预的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Lymphocyte level is a potential biomarker for the neonatal apnea risk and the length of intensive care unit stay in neonates.

This study aimed to investigate the association of lymphocyte levels with the risk of neonatal apnea and the length of intensive care unit (ICU) stay in neonates. The data on neonates were derived from the MIMIC III database. Baseline characteristics and laboratory parameters were compared between the apnea and no-apnea groups. Logistic regression models were used to assess the association between lymphocyte levels and apnea risk. Generalized linear models (GLM) were performed to explore the relationship between lymphocyte levels and ICU stay. Moreover, latent class trajectory models (LCTM) evaluated lymphocyte trajectory changes over time, with subgroup analysis based on treatment types and gestational age. A total of 3408 neonates were finally included: 1121 with apnea and 2287 without apnea. Higher lymphocyte levels were significantly associated with an increased risk of apnea and a shorter ICU stay among neonates with apnea. LCTM identified four lymphocyte trajectory groups: persistently low, low-rise, moderate-rise, and high-rise. Trajectory groups showed no significant association with length of ICU stay. However, among the neonates treated with vancomycin or acetaminophen subgroups, the high-rise trajectory and moderate-rise trajectory had significantly shorter ICU stays compared to persistently low trajectory. In conclusion, elevated lymphocyte levels are associated with a higher risk of neonatal apnea and a shorter ICU stay. Specific treatment types may modulate the association of lymphocyte trajectory with ICU stay duration, suggesting potential for targeted intervention.

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来源期刊
Respiratory medicine
Respiratory medicine 医学-呼吸系统
CiteScore
7.50
自引率
0.00%
发文量
199
审稿时长
38 days
期刊介绍: Respiratory Medicine is an internationally-renowned journal devoted to the rapid publication of clinically-relevant respiratory medicine research. It combines cutting-edge original research with state-of-the-art reviews dealing with all aspects of respiratory diseases and therapeutic interventions. Topics include adult and paediatric medicine, epidemiology, immunology and cell biology, physiology, occupational disorders, and the role of allergens and pollutants. Respiratory Medicine is increasingly the journal of choice for publication of phased trial work, commenting on effectiveness, dosage and methods of action.
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