基于生理学的体外猪耳皮肤渗透药物动力学模型,用于给药研究。

IF 2.7 4区 医学 Q3 TOXICOLOGY Journal of Applied Toxicology Pub Date : 2024-08-12 DOI:10.1002/jat.4687
Laura Krumpholz, Sebastian Polak, Barbara Wiśniowska
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引用次数: 0

摘要

最近,基于生理的药代动力学建模(PBKP)等硅学技术越来越受到重视。药物研发和仿制药行业中的计算方法可以节省时间和金钱,避免伦理问题,从而提高研究效率。其主要优势之一是能够在不对生物造成伤害的情况下进行毒理学研究。本研究旨在重新利用多相多层机理皮肤吸收(MPML MechDermA)PBPK 模型,模拟体外条件下猪耳皮肤的渗透。这项工作分为四个步骤(1) 根据以前收集的数据集开发猪耳皮肤模型;(2) 测试该模型区分猪耳、人腹部和人背部皮肤渗透的能力;(3) 开发咖啡因渗透模型;(4) 根据科学文献中的体外生成数据测试咖啡因模型的性能。猪皮肤模型的开发使用了 31 篇手稿中的数据。根据这些数据,为 MPML MechDermA 模型的 22 个参数找到了猪皮肤的特定值。该模型能够区分猪皮肤和人皮肤的渗透情况。我们开发了一个咖啡因模型,用于模拟文献中确定的七项实验。通过比较模拟结果和观察结果,对模型的性能进行了评估。根据目测检查,所有模拟结果均可接受,而七项实验中有三项达到了两倍差异标准。实验数据的可变性被认为是对模型进行可靠评估的最大挑战。
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Physiologically-based pharmacokinetic model of in vitro porcine ear skin permeation for drug delivery research

In silico techniques, such as physiologically based pharmacokinetic modeling (PBKP), are recently gaining importance. Computational methods in drug discovery and development and the generic drugs industry enhance research effectiveness by saving time and money and avoiding ethical issues. One key advantage is the ability to conduct toxicology studies without risking harm to living beings. This study aimed to repurpose the multi-phase multi-layer mechanistic dermal absorption (MPML MechDermA) PBPK model for simulation permeation through porcine ear skin under in vitro conditions. The work was divided into four steps: (1) the development of a pig ear skin model based on a previously collected dataset; (2) testing the model's ability to discriminate permeation between pig ear, human abdomen, and human back skin; (3) development of a caffeine permeation model; and (4) testing the caffeine model's performance against in vitro generated data sourced from the scientific literature. Data from 31 manuscripts were used for the development of the pig skin model. Based on these data, values specific to pig skin were found for 22 parameters of the MPML MechDermA model. The model was able to discriminate permeation between pig and human skin. A caffeine model was developed and used to simulate seven experiments identified in the literature. The model's performance was assessed by comparing simulated to observed results. Based on a visual check, all simulations were considered acceptable, whereas three out of seven experiments met the twofold difference criterion. The variability of the experimental data was considered the biggest challenge for reliable model assessment.

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来源期刊
CiteScore
7.00
自引率
6.10%
发文量
145
审稿时长
1 months
期刊介绍: Journal of Applied Toxicology publishes peer-reviewed original reviews and hypothesis-driven research articles on mechanistic, fundamental and applied research relating to the toxicity of drugs and chemicals at the molecular, cellular, tissue, target organ and whole body level in vivo (by all relevant routes of exposure) and in vitro / ex vivo. All aspects of toxicology are covered (including but not limited to nanotoxicology, genomics and proteomics, teratogenesis, carcinogenesis, mutagenesis, reproductive and endocrine toxicology, toxicopathology, target organ toxicity, systems toxicity (eg immunotoxicity), neurobehavioral toxicology, mechanistic studies, biochemical and molecular toxicology, novel biomarkers, pharmacokinetics/PBPK, risk assessment and environmental health studies) and emphasis is given to papers of clear application to human health, and/or advance mechanistic understanding and/or provide significant contributions and impact to their field.
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