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

IF 11.1 1区 经济学 Q1 ECONOMICS
Irena Roci, Hector Gallart-Ayala, Jeramie Watrous, Mohit Jain, Craig E Wheelock, Roland Nilsson
{"title":"A Method for Measuring Metabolism in Sorted Subpopulations of Complex Cell Communities Using Stable Isotope Tracing.","authors":"Irena Roci, Hector Gallart-Ayala, Jeramie Watrous, Mohit Jain, Craig E Wheelock, Roland Nilsson","doi":"10.3791/55011","DOIUrl":null,"url":null,"abstract":"<p><p>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.</p>","PeriodicalId":48470,"journal":{"name":"Quarterly Journal of Economics","volume":"100 1","pages":""},"PeriodicalIF":11.1000,"publicationDate":"2017-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5408592/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Quarterly Journal of Economics","FirstCategoryId":"103","ListUrlMain":"https://doi.org/10.3791/55011","RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0

Abstract

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.

利用稳定同位素追踪测量复杂细胞群落分类亚群代谢的方法
哺乳动物的细胞类型表现出特化的新陈代谢,而且有大量证据表明,各种共存的细胞类型会进行新陈代谢合作。此外,即使是单一细胞类型的培养物也可能含有处于不同代谢状态的细胞,如静息或循环细胞。测量此类亚群代谢活动的方法是了解细胞代谢的重要工具。复杂的细胞群最常用细胞分拣机进行分离,用这种方法分离出来的亚群可以用代谢组学方法进行分析。然而,这种方法的一个问题是,细胞分拣过程会使细胞受到压力,从而可能扭曲其新陈代谢。为了克服这些问题,我们推断使用稳定同位素标记营养物培养的细胞中代谢物的质量同位素分布(MID)可能比代谢物的绝对浓度更稳定,因为MID是在较长的时间尺度内形成的,受短期暴露于细胞分拣条件的影响较小。在此,我们介绍一种基于此原理的方法,该方法结合了细胞分拣和液相色谱-高分辨质谱(LC-HRMS)技术。该方法涉及分析三种类型的样品:(1) 直接从复杂群体中提取的代谢物提取物;(2) 通过细胞分拣仪的 "模拟分拣 "细胞提取物,不对任何特定群体进行分拣;(3) 实际分拣群体的提取物。在分析实际分选的群体之前,我们将模拟分选的细胞与直接提取的细胞进行比较,以验证 MID 确实没有被细胞分选程序本身所改变。我们展示了根据细胞周期阶段对 HeLa 细胞进行分选的结果示例,揭示了核苷酸代谢的变化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
24.20
自引率
2.20%
发文量
42
期刊介绍: The Quarterly Journal of Economics stands as the oldest professional journal of economics in the English language. Published under the editorial guidance of Harvard University's Department of Economics, it comprehensively covers all aspects of the field. Esteemed by professional and academic economists as well as students worldwide, QJE holds unparalleled value in the economic discourse.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信