A Population Model of Time-Dependent Changes in Serum Creatinine in (Near)term Neonates with Hypoxic-Ischemic Encephalopathy During and After Therapeutic Hypothermia.

IF 5 3区 医学 Q1 PHARMACOLOGY & PHARMACY
Wojciech Krzyzanski, Pia Wintermark, Pieter Annaert, Floris Groenendaal, Suzan Şahin, Mehmet Yekta Öncel, Didem Armangil, Esin Koc, Malcolm R Battin, Alistair J Gunn, Adam Frymoyer, Valerie Y-L Chock, Elif Keles, Djalila Mekahli, John van den Anker, Anne Smits, Karel Allegaert
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Abstract

The objective was to apply a population model to describe the time course and variability of serum creatinine (sCr) in (near)term neonates with moderate to severe encephalopathy during and after therapeutic hypothermia (TH). The data consisted of sCr observations up to 10 days of postnatal age in neonates who underwent TH during the first 3 days after birth. Available covariates were birth weight (BWT), gestational age (GA), survival, and acute kidney injury (AKI). A previously published population model of sCr kinetics in neonates served as the base model. This model predicted not only sCr but also the glomerular filtration rate normalized by its value at birth (GFR/GFR0). The model was used to compare the TH neonates with a reference full term non-asphyxiated population of neonates. The estimates of the model parameters had good precision and showed high between subject variability. AKI influenced most of the estimated parameters denoting a strong impact on sCr kinetics and GFR. BWT and GA were not significant covariates. TH transiently increased [Formula: see text] in TH neonates over the first days compared to the reference group. Asphyxia impacted not only GFR, but also the [Formula: see text] synthesis rate. We also observed that AKI neonates exhibit a delayed onset of postnatal GFR increase and have a higher [Formula: see text] synthesis rate compared to no-AKI patients. Our findings show that the use of [Formula: see text] as marker of renal function in asphyxiated neonates treated with TH to guide dose selection for renally cleared drugs is challenging, while we captured the postnatal sCr patterns in this specific population.

Abstract Image

缺氧缺血性脑病(近)期新生儿血清肌酐在治疗性低温期间和之后随时间变化的群体模型
该研究旨在应用群体模型来描述患有中度至重度脑病的(近)足月新生儿在治疗性低温(TH)期间和之后的血清肌酐(sCr)时间进程和变异性。数据包括出生后 3 天内接受治疗性低温的新生儿在出生后 10 天内的血清肌酸酐观察结果。可用的协变量包括出生体重(BWT)、胎龄(GA)、存活率和急性肾损伤(AKI)。以前发表的新生儿 sCr 动力学群体模型是基础模型。该模型不仅能预测 sCr,还能预测按出生时值归一化的肾小球滤过率(GFR/GFR0)。该模型用于将 TH 新生儿与参考的足月非窒息新生儿进行比较。该模型参数的估计值具有良好的精确性,但在受试者之间显示出较高的变异性。AKI 影响了大部分估计参数,表明其对 sCr 动力学和 GFR 有很大影响。体重和性别不是重要的协变量。与参照组相比,TH 组新生儿的 TH 在最初几天短暂增加[计算公式:见正文]。窒息不仅影响 GFR,还影响[计算公式:见正文]合成率。我们还观察到,与无 AKI 患者相比,AKI 新生儿出生后 GFR 增加的起始时间较晚,[公式:见正文] 合成率较高。我们的研究结果表明,在使用 TH 治疗的窒息新生儿中使用[公式:见正文]作为肾功能标志物来指导肾脏清除药物的剂量选择具有挑战性,而我们捕捉到了这一特殊人群的产后 sCr 模式。
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来源期刊
AAPS Journal
AAPS Journal 医学-药学
CiteScore
7.80
自引率
4.40%
发文量
109
审稿时长
1 months
期刊介绍: The AAPS Journal, an official journal of the American Association of Pharmaceutical Scientists (AAPS), publishes novel and significant findings in the various areas of pharmaceutical sciences impacting human and veterinary therapeutics, including: · Drug Design and Discovery · Pharmaceutical Biotechnology · Biopharmaceutics, Formulation, and Drug Delivery · Metabolism and Transport · Pharmacokinetics, Pharmacodynamics, and Pharmacometrics · Translational Research · Clinical Evaluations and Therapeutic Outcomes · Regulatory Science We invite submissions under the following article types: · Original Research Articles · Reviews and Mini-reviews · White Papers, Commentaries, and Editorials · Meeting Reports · Brief/Technical Reports and Rapid Communications · Regulatory Notes · Tutorials · Protocols in the Pharmaceutical Sciences In addition, The AAPS Journal publishes themes, organized by guest editors, which are focused on particular areas of current interest to our field.
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