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Generating ‘Omic Knowledge’: The Role of Informatics in High Content Screening

机译:产生听觉知识:信息学在高内涵筛查中的作用

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摘要

High Content Screening (HCS) and High Content Analysis (HCA) have emerged over the past 10 years as a powerful technology for both drug discovery and systems biology. Founded on the automated>, quantitative image analysis of fluorescently labeled cells or engineered cell lines>, HCS provides unparalleled levels of multi-parameter data on cellular events and is being widely adopted>, with great benefits>, in many aspects of life science from gaining a better understanding of disease processes>, through better models of toxicity>, to generating systems views of cellular processes. This paper looks at the role of informatics and bioinformatics in both enabling and driving HCS to further our understanding of both the genome and the cellome and looks into the future to see where such deep knowledge could take us.
机译:在过去的十年中,高含量筛选(HCS)和高含量分析(HCA)作为药物发现和系统生物学的强大技术而出现。 HCS建立在对荧光标记细胞或工程细胞系进行自动>,定量图像分析后,>, HCS提供了无与伦比的细胞事件多参数数据水平,并被广泛采用 >,,在生命科学的许多方面都具有很大的益处,>,,是通过更好的毒性模型>, strong>生成蜂窝过程的系统视图。本文着眼于信息学和生物信息学在促进和推动HCS进一步加深我们对基因组和细胞组的理解中的作用,并展望了未来,以了解这些深厚的知识可以带给我们什么。

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