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A Method for Measuring Metabolism in Sorted Subpopulations of Complex Cell Communities Using Stable Isotope Tracing

机译:一种使用稳定同位素示踪测量复杂细胞群落分类亚群中代谢的方法

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摘要

Mammalian cell types exhibit specialized metabolism, and there is ample evidence that various co-existing cell types engage in metabolic cooperation. Moreover, even cultures of a single cell type may contain cells in distinct metabolic states, such as resting or cycling cells. Methods for measuring metabolic activities of such subpopulations are valuable tools for understanding cellular metabolism. Complex cell populations are most commonly separated using a cell sorter, and subpopulations isolated by this method can be analyzed by metabolomics methods. However, a problem with this approach is that the cell sorting procedure subjects cells to stresses that may distort their metabolism.To overcome these issues, we reasoned that the mass isotopomer distributions (MIDs) of metabolites from cells cultured with stable isotope-labeled nutrients are likely to be more stable than absolute metabolite concentrations, because MIDs are formed over longer time scales and should be less affected by short-term exposure to cell sorting conditions. Here, we describe a method based on this principle, combining cell sorting with liquid chromatography-high resolution mass spectrometry (LC-HRMS). The procedure involves analyzing three types of samples: (1) metabolite extracts obtained directly from the complex population; (2) extracts of "mock sorted" cells passed through the cell sorter instrument without gating any specific population; and (3) extracts of the actual sorted populations. The mock sorted cells are compared against direct extraction to verify that MIDs are indeed not altered by the cell sorting procedure itself, prior to analyzing the actual sorted populations. We show example results from HeLa cells sorted according to cell cycle phase, revealing changes in nucleotide metabolism.
机译:哺乳动物细胞类型表现出专门的代谢,并且有充分的证据表明,各种共存的细胞类型参与了代谢合作。而且,即使是单一细胞类型的培养物也可能包含处于不同代谢状态的细胞,例如静止或循环细胞。测量此类亚群代谢活动的方法是了解细胞代谢的宝贵工具。最常用的方法是使用细胞分选仪分离复杂的细胞群,并且可以通过代谢组学方法分析通过这种方法分离的亚群。但是,这种方法的问题在于细胞分选过程会使细胞承受可能扭曲其新陈代谢的压力。为克服这些问题,我们认为用稳定同位素标记的养分培养的细胞代谢产物的质量同位素异构体分布(MID)为它可能比绝对代谢物浓度更稳定,因为MID是在较长的时间范围内形成的,并且短期受到细胞分选条件的影响应该较小。在这里,我们描述了一种基于此原理的方法,将细胞分选与液相色谱-高分辨率质谱法(LC-HRMS)相结合。该程序涉及分析三种类型的样品:(1)直接从复杂种群中获得的代谢物提取物; (2)在没有门控任何特定种群的情况下通过细胞分选仪的“模拟分选”细胞的提取物; (3)实际分类种群的摘录。在分析实际分选的种群之前,将模拟分选的细胞与直接提取进行比较,以验证MID确实未被细胞分选程序本身改变。我们显示了根据细胞周期阶段对HeLa细胞进行分类的示例结果,揭示了核苷酸代谢的变化。

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