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基于虚拟细胞的测定从 2D 细胞培养模型向 3D 细胞培养模型的扩展。

Extension of the Virtual Cell Based Assay from a 2-D to a 3-D Cell Culture Model.

机构信息

European Commission, 49566Joint Research Centre (JRC), Ispra, Italy.

Liver Cell Biology Research Group, Vrije Universiteit Brussel, Brussel, Belgium.

出版信息

Altern Lab Anim. 2022 Jan;50(1):45-56. doi: 10.1177/02611929221082200. Epub 2022 Mar 3.

Abstract

Prediction of chemical toxicity is very useful in risk assessment. With the current paradigm shift towards the use of and systems, we present herein a theoretical mathematical description of a quasi-diffusion process to predict chemical concentrations in 3-D spheroid cell cultures. By extending a 2-D Virtual Cell Based Assay (VCBA) model into a 3-D spheroid cell model, we assume that cells are arranged in a series of concentric layers within the sphere. We formulate the chemical quasi-diffusion process by simplifying the spheroid with respect to the number of cells in each layer. The system was calibrated and tested with acetaminophen (APAP). Simulated predictions of APAP toxicity were compared with empirical data from measurements by using a 3-D spheroid model. The results of this first attempt to extend the VCBA model are promising - they show that the VCBA model simulates close correlation between the influence of compound concentration and the viability of the HepaRG 3-D cell culture. The 3-D VCBA model provides a complement to current procedures to refine experimental setups, to fill data gaps and help in the interpretation of data for the purposes of risk assessment.

摘要

化学毒性预测在风险评估中非常有用。随着当前向 和 系统使用的范式转变,我们在此提出了一种准扩散过程的理论数学描述,以预测 3-D 球体细胞培养物中的化学浓度。通过将 2-D 虚拟细胞基于测定法 (VCBA) 模型扩展到 3-D 球体细胞模型中,我们假设细胞在球体内部排列成一系列同心层。我们通过简化每个层中的细胞数量来制定化学准扩散过程。该系统使用 3-D 球体模型进行了校准和测试,使用的是对乙酰氨基酚 (APAP)。通过使用 3-D 球体模型,通过 测量获得的经验数据,对 APAP 毒性的模拟预测进行了比较。将 VCBA 模型扩展的这第一次尝试的结果很有希望——它们表明,VCBA 模型模拟了化合物浓度对 HepaRG 3-D 细胞培养活力的影响之间的密切相关性。3-D VCBA 模型为当前的 程序提供了补充,以完善实验设置、填补数据空白,并帮助解释 数据,以进行风险评估。

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