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Cell type discovery and representation in the era of high-content single cell phenotyping

机译:高含量单细胞表型化时代的细胞类型发现与表征

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摘要

BackgroundA fundamental characteristic of multicellular organisms is the specialization of functional cell types through the process of differentiation. These specialized cell types not only characterize the normal functioning of different organs and tissues, they can also be used as cellular biomarkers of a variety of different disease states and therapeutic/vaccine responses. In order to serve as a reference for cell type representation, the Cell Ontology has been developed to provide a standard nomenclature of defined cell types for comparative analysis and biomarker discovery. Historically, these cell types have been defined based on unique cellular shapes and structures, anatomic locations, and marker protein expression. However, we are now experiencing a revolution in cellular characterization resulting from the application of new high-throughput, high-content cytometry and sequencing technologies. The resulting explosion in the number of distinct cell types being identified is challenging the current paradigm for cell type definition in the Cell Ontology.
机译:背景技术多细胞生物的基本特征是通过分化过程使功能细胞类型特化。这些专门的细胞类型不仅表征了不同器官和组织的正常功能,而且还可以用作多种不同疾病状态和治疗/疫苗反应的细胞生物标志物。为了用作细胞类型表示的参考,已经开发了细胞本体论,以提供用于比较分析和生物标志物发现的定义细胞类型的标准命名法。从历史上看,这些细胞类型是根据独特的细胞形状和结构,解剖位置和标记蛋白表达来定义的。但是,由于新的高通量,高含量细胞计数和测序技术的应用,我们现在正在经历细胞表征的革命。所识别出的不同细胞类型数量激增,挑战了目前在细胞本体中定义细胞类型的范例。

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