Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Protocol
  • Published:

Fast sampling method for mammalian cell metabolic analyses using liquid chromatography–mass spectrometry

Abstract

Metabolomics has emerged as a powerful tool for addressing biological questions. Liquid chromatography coupled with mass spectrometry (LC-MS) is widely used for metabolic characterization, including targeted and untargeted approaches. Despite recent innovations, a crucial aspect of this technique is the sample preparation for accurate data analyses. In this protocol, we present a robust and adaptable workflow for metabolic analyses of mammalian cells from adherent cell cultures, which is particularly suited for qualitative and quantitative central metabolite characterization by LC-MS. Each sample consists of 600,000 mammalian cells grown on cover glasses, allowing for fast and complete transfer of the cells for metabolite extraction or medium exchange, e.g., for labeling experiments. The sampling procedure includes a fast and efficient washing step in liquid flow in water, which reduces cross-contamination and matrix effects while minimizing perturbation of the metabolic steady state of the cells; it is followed by quenching cell metabolism. The latter is achieved by using a −20 °C cold methanol acetonitrile mixture acidified with formic acid, followed by freeze drying, metabolite extraction and LC-MS. The protocol requires 2 s for cell sampling until quenching, and the entire protocol takes a total of 1.5 h per sample when the provided nanoscale LC-MS method is applied.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Figure 1: Flowchart of different protocol steps.
Figure 2: Washing of cells cultivated on a cover glass.
Figure 3: Optical inspection of HeLa cells.
Figure 4: Evaluation of ion chromatograms upon LC-MS.
Figure 5: Extracted ion chromatograms of selected metabolites from washed HeLa sample.

Similar content being viewed by others

References

  1. Leon, Z., Garcia-Canaveras, J.C., Donato, M.T. & Lahoz, A. Mammalian cell metabolomics: experimental design and sample preparation. Electrophoresis 34, 2762–2775 (2013).

    CAS  PubMed  Google Scholar 

  2. Bennett, B.D., Yuan, J., Kimball, E.H. & Rabinowitz, J.D. Absolute quantitation of intracellular metabolite concentrations by an isotope ratio-based approach. Nat. Protoc. 3, 1299–1311 (2008).

    Article  CAS  Google Scholar 

  3. Bolten, C.J., Kiefer, P., Letisse, F., Portais, J.C. & Wittmann, C. Sampling for metabolome analysis of microorganisms. Anal. Chem. 79, 3843–3849 (2007).

    Article  CAS  Google Scholar 

  4. Beloueche-Babari, M. et al. Identification of magnetic resonance detectable metabolic changes associated with inhibition of phosphoinositide 3-kinase signaling in human breast cancer cells. Mol. Cancer Ther. 5, 187–196 (2006).

    Article  CAS  Google Scholar 

  5. Panopoulos, A.D. et al. The metabolome of induced pluripotent stem cells reveals metabolic changes occurring in somatic cell reprogramming. Cell Res. 22, 168–177 (2012).

    Article  CAS  Google Scholar 

  6. Yuan, J., Bennett, B.D. & Rabinowitz, J.D. Kinetic flux profiling for quantitation of cellular metabolic fluxes. Nat. Protoc. 3, 1328–1340 (2008).

    Article  CAS  Google Scholar 

  7. Guillaume-Gentil, O., Zambelli, T. & Vorholt, J.A. Isolation of single mammalian cells from adherent cultures by fluidic force microscopy. Lab Chip 14, 402–414 (2014).

    Article  CAS  Google Scholar 

  8. Potthoff, E. et al. Toward a rational design of surface textures promoting endothelialization. Nano Lett. 14, 1069–1079 (2014).

    Article  CAS  Google Scholar 

  9. Kiefer, P., Delmotte, N. & Vorholt, J.A. Nanoscale ion-pair reversed-phase HPLC-MS for sensitive metabolome analysis. Anal. Chem. 83, 850–855 (2011).

    Article  CAS  Google Scholar 

  10. Kentner, D. et al. Shigella reroutes host cell central metabolism to obtain high-flux nutrient supply for vigorous intracellular growth. Proc. Natl. Acad. Sci. USA 111, 9929–9934 (2014).

    Article  CAS  Google Scholar 

  11. Rabinowitz, J.D. & Kimball, E. Acidic acetonitrile for cellular metabolome extraction from Escherichia coli. Anal. Chem. 79, 6167–6173 (2007).

    Article  CAS  Google Scholar 

  12. Kiefer, P., Nicolas, C., Letisse, F. & Portais, J.C. Determination of carbon labeling distribution of intracellular metabolites from single fragment ions by ion chromatography–tandem mass spectrometry. Anal. Biochem. 360, 182–188 (2007).

    Article  CAS  Google Scholar 

  13. Kiefer, P., Portais, J.C. & Vorholt, J.A. Quantitative metabolome analysis using liquid chromatography–high-resolution mass spectrometry. Anal. Biochem. 382, 94–100 (2008).

    Article  CAS  Google Scholar 

  14. Michalski, A. et al. Mass spectrometry-based proteomics using Q Exactive, a high-performance benchtop quadrupole Orbitrap mass spectrometer. Mol. Cell. Proteomics 10, M111.011015 (2011).

    Article  Google Scholar 

  15. Forcisi, S. et al. Liquid chromatography–mass spectrometry in metabolomics research: mass analyzers in ultra-high-pressure liquid chromatography coupling. J. Chromatogr. A 1292, 51–65 (2013).

    Article  CAS  Google Scholar 

  16. Buescher, J.M., Moco, S., Sauer, U. & Zamboni, N. Ultrahigh performance liquid chromatography–tandem mass spectrometry method for fast and robust quantification of anionic and aromatic metabolites. Anal. Chem. 82, 4403–4412 (2010).

    Article  CAS  Google Scholar 

  17. Lu, W., Kimball, E. & Rabinowitz, J.D. A high-performance liquid chromatography–tandem mass spectrometry method for quantitation of nitrogen-containing intracellular metabolites. J. Am. Soc. Mass. Spectrom. 17, 37–50 (2006).

    Article  CAS  Google Scholar 

  18. Lu, W. et al. Metabolomic analysis via reversed-phase ion-pairing liquid chromatography coupled to a stand-alone Orbitrap mass spectrometer. Anal. Chem. 82, 3212–3221 (2010).

    Article  CAS  Google Scholar 

  19. Atkinson, D.E. The energy charge of the adenylate pool as a regulatory parameter. Interaction with feedback modifiers. Biochemistry 7, 4030–4034 (1968).

    Article  CAS  Google Scholar 

Download references

Acknowledgements

Funding was provided by SystemsX, The Swiss Initiative in Systems Biology (Research, Technology and Development (RTD) project 'BattleX').

Author information

Authors and Affiliations

Authors

Contributions

All authors developed the protocol and discussed its applications. G.M., N.D., P.C. and D.K. acquired the data for setup experiments. G.M. and N.D. analyzed the data. P.K. wrote the manuscript with contributions from G.M., P.C. and D.K. All authors commented on the manuscript and approved it.

Corresponding author

Correspondence to Julia A Vorholt.

Ethics declarations

Competing interests

The authors declare no competing financial interests.

Supplementary information

Supplementary Data

Supplementary data set. (PDF 36968 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Martano, G., Delmotte, N., Kiefer, P. et al. Fast sampling method for mammalian cell metabolic analyses using liquid chromatography–mass spectrometry. Nat Protoc 10, 1–11 (2015). https://doi.org/10.1038/nprot.2014.198

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/nprot.2014.198

This article is cited by

Comments

By submitting a comment you agree to abide by our Terms and Community Guidelines. If you find something abusive or that does not comply with our terms or guidelines please flag it as inappropriate.

Search

Quick links

Nature Briefing: Translational Research

Sign up for the Nature Briefing: Translational Research newsletter — top stories in biotechnology, drug discovery and pharma.

Get what matters in translational research, free to your inbox weekly. Sign up for Nature Briefing: Translational Research