Bayesian Population Pharmacokinetic Modeling of Ondansetron for Neonatal Opioid Withdrawal Syndrome

IF 2.8 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Cts-Clinical and Translational Science Pub Date : 2025-02-11 DOI:10.1111/cts.70147
Kevin Lam, John T. Mondick, Gary Peltz, Manhong Wu, Walter K. Kraft
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Abstract

Ondansetron is an anti-emetic 5-HT3 receptor antagonist being investigated for treating neonatal opioid withdrawal syndrome (NOWS). Sparse PK data were analyzed from a multicenter, double-blind clinical trial with 98 mother/neonate dyads. Pregnant women with opioid use disorder were randomized to receive either placebo or ondansetron 8 mg intravenously within 4 h of delivery. Neonates born to mothers who were randomized to ondansetron received 0.07 mg/kg orally once every 24 h for up to five doses. Using current PK data, model parameters from a two-compartmental structural model from the literature (i.e., a priori model) were updated with the Metropolis-Hastings Markov-chain Monte Carlo estimation algorithm in NONMEM. The updated Bayesian model indicated a slower absorption rate (KA) but no differences in model parameters (CL, V, V2, Q) after including body weight and postmenstrual age. Sensitivity analyses on CL prior revealed statistical improvement favoring larger body weights, but not changes in postmenstrual age. However, further model development using larger body weights did not illustrate superior performance through visual inspection of diagnostic plots. Overall, a cumulative AUC of at least 1000 ng*h/mL appears to be the threshold for reductions in symptom severity. Exposure-response analyses suggest the total number of doses to be the primary driver for efficacy with respect to AUC, which reasonably aligns with the literature. Overall, it is suggested that at least three doses of the current oral ondansetron regimen are required to reduce symptom severity in neonates.

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昂丹司琼治疗新生儿阿片类戒断综合征的贝叶斯群体药代动力学模型
昂丹司琼是一种抗吐5-HT3受体拮抗剂,正在研究用于治疗新生儿阿片类戒断综合征(NOWS)。稀疏PK数据分析来自一项多中心、双盲临床试验,涉及98名母亲/新生儿。有阿片类药物使用障碍的孕妇在分娩后4小时内随机接受安慰剂或昂丹西琼8毫克静脉注射。母亲所生的新生儿被随机分配到昂丹司琼组,每24小时口服0.07 mg/kg,共5次。利用当前的PK数据,利用NONMEM中的Metropolis-Hastings马尔可夫链蒙特卡罗估计算法更新了文献中两室结构模型(即先验模型)的模型参数。更新后的贝叶斯模型显示,在纳入体重和经后年龄后,吸收率(KA)较慢,但模型参数(CL、V、V2、Q)无差异。先前CL的敏感性分析显示统计学上的改善倾向于较大的体重,但月经后年龄没有变化。然而,使用更大体重的进一步模型开发并没有通过视觉检查诊断图说明优越的性能。总的来说,累积AUC至少为1000 ng*h/mL似乎是症状严重程度降低的阈值。暴露-反应分析表明,总剂量是影响AUC疗效的主要因素,这与文献相符。总的来说,建议目前口服昂丹司琼方案至少需要三次剂量来降低新生儿症状的严重程度。
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来源期刊
Cts-Clinical and Translational Science
Cts-Clinical and Translational Science 医学-医学:研究与实验
CiteScore
6.70
自引率
2.60%
发文量
234
审稿时长
6-12 weeks
期刊介绍: Clinical and Translational Science (CTS), an official journal of the American Society for Clinical Pharmacology and Therapeutics, highlights original translational medicine research that helps bridge laboratory discoveries with the diagnosis and treatment of human disease. Translational medicine is a multi-faceted discipline with a focus on translational therapeutics. In a broad sense, translational medicine bridges across the discovery, development, regulation, and utilization spectrum. Research may appear as Full Articles, Brief Reports, Commentaries, Phase Forwards (clinical trials), Reviews, or Tutorials. CTS also includes invited didactic content that covers the connections between clinical pharmacology and translational medicine. Best-in-class methodologies and best practices are also welcomed as Tutorials. These additional features provide context for research articles and facilitate understanding for a wide array of individuals interested in clinical and translational science. CTS welcomes high quality, scientifically sound, original manuscripts focused on clinical pharmacology and translational science, including animal, in vitro, in silico, and clinical studies supporting the breadth of drug discovery, development, regulation and clinical use of both traditional drugs and innovative modalities.
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