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关注胚层标志物:一种用于体外致畸性测试的基于人类干细胞的模型。

Focus on germ-layer markers: A human stem cell-based model for in vitro teratogenicity testing.

作者信息

Jaklin Manuela, Zhang Jitao David, Barrow Paul, Ebeling Martin, Clemann Nicole, Leist Marcel, Kustermann Stefan

机构信息

Pharmaceutical Sciences, F. Hoffmann-La Roche, Pharma Research and Early Development, Roche Innovation Center Basel, Switzerland; Department for In Vitro Toxicology and Biomedicine Inaugurated by the Doerenkamp-Zbinden Foundation, University of Konstanz, Germany.

Pharmaceutical Sciences, F. Hoffmann-La Roche, Pharma Research and Early Development, Roche Innovation Center Basel, Switzerland.

出版信息

Reprod Toxicol. 2020 Dec;98:286-298. doi: 10.1016/j.reprotox.2020.10.011. Epub 2020 Nov 2.

Abstract

Human induced pluripotent stem cells (hiPSC) were used to develop an assay format that may deliver information on teratogenicity of drugs. A human pluripotent stem cell scorecard panel was used to monitor the expression of 96 marker genes that are indicative of the stem cell state or differentiation into the ectoderm, mesoderm and endoderm lineages. We selected a human episomal iPS cell line for the assay based on karyotype stability, initial pluripotency, differentiation capacity and overall gene expression variability. The assay is based on embryoid body formation and was developed to be simply automated. In this proof of concept study, we used eight reference compounds (valproic acid, all-trans-retinoic acid, thalidomide, methotrexate, hydroxyurea, ascorbic acid, penicillin G and ibuprofen) to test the technical performance of the assay (readout stability) in concentration-response and time-course experiments. We also found that each compound affected marker gene expression in a different way. Various forms of data analysis identified 19 out of 96 early developmental genes as potential predictive markers for teratogenicity. Machine-learning models were run to exemplify how the assay will be developed further. The preliminary results from these analyses suggest that the assay could be suitable for the pre-screening of candidate pharmaceutical compounds. The approach presented here points a way towards development of a human cell-based assay that could replace the murine EST currently used to screen for early indications of potential teratogenicity of drug candidates.

摘要

人类诱导多能干细胞(hiPSC)被用于开发一种可提供药物致畸性信息的检测方法。使用人类多能干细胞计分卡面板来监测96个标记基因的表达,这些基因指示干细胞状态或向外胚层、中胚层和内胚层谱系的分化。基于核型稳定性、初始多能性、分化能力和整体基因表达变异性,我们选择了一种人类附加型iPS细胞系用于该检测。该检测基于胚状体形成,并且开发为简单的自动化检测。在这项概念验证研究中,我们使用了八种参考化合物(丙戊酸、全反式维甲酸、沙利度胺、甲氨蝶呤、羟基脲、抗坏血酸、青霉素G和布洛芬)在浓度响应和时间进程实验中测试该检测的技术性能(读数稳定性)。我们还发现每种化合物以不同方式影响标记基因表达。各种形式的数据分析确定了96个早期发育基因中的19个作为致畸性的潜在预测标记。运行机器学习模型以举例说明该检测将如何进一步开发。这些分析的初步结果表明该检测可能适用于候选药物化合物的预筛选。这里提出的方法为开发一种基于人类细胞的检测指明了方向,该检测可以取代目前用于筛选候选药物潜在致畸性早期迹象的小鼠胚胎干细胞试验。

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