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评估 iPSC 分化方案对转录组特征的影响。

Evaluation of the impact of iPSC differentiation protocols on transcriptomic signatures.

机构信息

Division of Molecular and Computational Toxicology, Department of Chemistry and Pharmaceutical Sciences, Amsterdam Institute for Molecules, Medicines and Systems, Vrije Universiteit Amsterdam, De Boelelaan 1108, 1081HZ Amsterdam, the Netherlands.

University of Artois, UR 2465, Laboratoire de la Barrière Hémato-Encéphalique (LBHE), Faculté des sciences Jean Perrin, Rue Jean Souvraz SP18, F-62300 Lens, France.

出版信息

Toxicol In Vitro. 2024 Jun;98:105826. doi: 10.1016/j.tiv.2024.105826. Epub 2024 Apr 12.

Abstract

Human induced pluripotent stem cells (iPSC) have the potential to produce desired target cell types in vitro and allow for the high-throughput screening of drugs/chemicals at population level thereby minimising the cost of drug discovery and drug withdrawals after clinical trials. There is a substantial need for the characterisation of the iPSC derived models to better understand and utilise them for toxicological relevant applications. In our study, iPSC (SBAD2 or SBAD3 lines obtained from StemBANCC project) were differentiated towards toxicologically relevant cell types: alveolar macrophages, brain capillary endothelial cells, brain cells, endothelial cells, hepatocytes, lung airway epithelium, monocytes, podocytes and renal proximal tubular cells. A targeted transcriptomic approach was employed to understand the effects of differentiation protocols on these cell types. Pearson correlation and principal component analysis (PCA) separated most of the intended target cell types and undifferentiated iPSC models as distinct groups with a high correlation among replicates from the same model. Based on PCA, the intended target cell types could also be separated into the three germ layer groups (ectoderm, endoderm and mesoderm). Differential expression analysis (DESeq2) presented the upregulated genes in each intended target cell types that allowed the evaluation of the differentiation to certain degree and the selection of key differentiation markers. In conclusion, these data confirm the versatile use of iPSC differentiated cell types as standardizable and relevant model systems for in vitro toxicology.

摘要

人诱导多能干细胞(iPSC)具有在体外产生所需靶细胞类型的潜力,并允许在群体水平上高通量筛选药物/化学物质,从而最大限度地降低药物发现和临床试验后药物撤回的成本。需要对 iPSC 衍生模型进行特征描述,以便更好地理解和将其用于毒理学相关应用。在我们的研究中,iPSC(来自 StemBANCC 项目的 SBAD2 或 SBAD3 系)向毒理学相关细胞类型分化:肺泡巨噬细胞、脑毛细血管内皮细胞、脑细胞、内皮细胞、肝细胞、肺气道上皮细胞、单核细胞、足细胞和肾近端肾小管细胞。采用靶向转录组学方法来了解分化方案对这些细胞类型的影响。Pearson 相关和主成分分析(PCA)将大多数预期的靶细胞类型和未分化的 iPSC 模型与同一模型的重复样本之间具有高度相关性的不同组区分开来。基于 PCA,预期的靶细胞类型也可以分为三个胚层组(外胚层、内胚层和中胚层)。差异表达分析(DESeq2)呈现了每个预期靶细胞类型中上调的基因,允许对一定程度的分化进行评估,并选择关键的分化标志物。总之,这些数据证实了 iPSC 分化细胞类型作为体外毒理学的标准化和相关模型系统的多功能用途。

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