Abstract
Metabolic profiling of tissues needs special attention, because the compartmentalization of cellular constituents will be abolished by sample homogenization. This loss of partitioning leads to protein and metabolite instability in extracts, and therefore metabolite extraction protocols need to ensure very rapid inactivation of macromolecules as well as solubilization of metabolites. There are many published methods for tissue metabolome analysis, but no universally accepted standard, and a lack of measurable quality benchmarks. We developed a protocol for efficient tissue disruption and metabolite extraction of the earthworm Lumbricus rubellus guided by prior biological knowledge as well as metrics based on the data. In particular, we identified an unusual degree of instability of L. rubellus tissue extracts, and evaluated different approaches such as heating and filtration to counteract this. Finally, we evaluated four different solvent systems for comprehensive metabolite extraction using three analytical platforms (1H NMR spectroscopy, GC–MS, and direct-infusion FT-ICR-MS), and also compared bead-beating and cryogenic milling for tissue disruption. Initially we ranked methods by common analytical criteria (e.g. numbers and total intensity of detected peaks) in order to compare protocols. These approaches to assess protocol suitability proved to be inadequate to judge earthworm tissue extraction methods because of sample instability. Existing tissue extraction protocols should not be assumed to be automatically applicable to novel species.
Similar content being viewed by others
References
Alvarez, M., Donarski, J., Elliott, M., & Charlton, A. (2010). Evaluation of extraction methods for use with NMR-based metabolomics in the marine polychaete ragworm, Hediste diversicolor. Metabolomics, 6(4), 541–549.
Ankley, G. T., Daston, G. P., Degitz, S. J., et al. (2006). Toxicogenomics in regulatory ecotoxicology. Environmental Science and Technology, 40(13), 4055–4065.
Arias, M. E., Gonzalez-Perez, J. A., Gonzalez-Vila, F. J., & Ball, A. S. (2005). Soil health–a new challenge for microbiologists and chemists. Int Microbiol, 8(1), 13–21.
Banwart, S. (2011). Save our soils. Nature, 474(7350), 151–152.
Becaert, V., & Deschenes, L. (2006). Using soil health to assess ecotoxicological impacts of pollutants on soil microflora. Reviews of Environmental Contamination and Toxicology, 188, 127–148.
Beckonert, O., Keun, H. C., Ebbels, T. M. D., et al. (2007). Metabolic profiling, metabolomic and metabonomic procedures for NMR spectroscopy of urine, plasma, serum and tissue extracts. Nature Protocols, 2(11), 2692–2703.
Behrends, V., Tredwell, G. D., & Bundy, J. G. (2011). A software complement to AMDIS for processing GC-MS metabolomic data. Analytical Biochemistry, 415(2), 206–208.
Bligh, E. G., & Dyer, W. J. (1959). A rapid method of total lipid extraction and purification. Can J Biochem Physiol, 37(8), 911–917.
Brown, S. A. E., Simpson, A. J., & Simpson, M. J. (2008). Evaluation of sample preparation methods for nuclear magnetic resonance metabolic profiling studies with Eisenia fetida. Environmental Toxicology and Chemistry, 27(4), 828–836.
Bundy, J. G., Spurgeon, D. J., Svendsen, C., et al. (2002). Earthworm species of the genus Eisenia can be phenotypically differentiated by metabolic profiling. FEBS Letters, 521(1–3), 115–120.
Bundy, J. G., Keun, H. C., Sidhu, J. K., et al. (2007). Metabolic profile biomarkers of metal contamination in a sentinel terrestrial species are applicable across multiple sites. Environmental Science and Technology, 41(12), 4458–4464.
Bundy, J. G., Sidhu, J. K., Rana, F., et al. (2008). ‘Systems toxicology’ approach identifies coordinated metabolic responses to copper in a terrestrial non-model invertebrate, the earthworm Lumbricus rubellus. BMC Biology, 6, 25.
Bundy, J. G., Davey, M. P., & Viant, M. R. (2009). Environmental metabolomics: A critical review and future perspectives. Metabolomics, 5(1), 3–21.
Chipman, J. K., Van Aggelen, G., Ankley, G. T., et al. (2010). Integrating Omic technologies into aquatic ecological risk assessment and environmental monitoring: Hurdles, achievements, and future outlook. Environmental Health Perspectives, 118(1), 1–5.
Cloarec, O., Dumas, M. E., Craig, A., et al. (2005). Statistical total correlation spectroscopy: An exploratory approach for latent biomarker identification from metabolic 1H NMR data sets. Analytical Chemistry, 77(5), 1282–1289.
Darwin, C. (1838). On the formation of mould. Proceedings of the Geological Society of London, 2, 574–576.
Dettmer, K., Nurnberger, N., Kaspar, H., Gruber, M. A., Almstetter, M. F., & Oefner, P. J. (2011). Metabolite extraction from adherently growing mammalian cells for metabolomics studies: Optimization of harvesting and extraction protocols. Analytical and Bioanalytical Chemistry, 399(3), 1127–1139.
Dietmair, S., Timmins, N. E., Gray, P. P., Nielsen, L. K., & Kromer, J. O. (2010). Towards quantitative metabolomics of mammalian cells: Development of a metabolite extraction protocol. Analytical Biochemistry, 404(2), 155–164.
Dunn, W. (2010). Metabolite identification in metabolomics. Genetic Engineering and Biotechnology News, 30(8), 36–37.
Duportet, X., Aggio, R., Carneiro, S., & Villas-Boas, S. G. (2011). The biological interpretation of metabolomic data can be misled by the extraction method used. Metabolomics. doi:10.1007/s11306-011-0324-1.
Frampton, G. K., Jansch, S., Scott-Fordsmand, J. J., Rombke, J., & Van den Brink, P. J. (2006). Effects of pesticides on soil invertebrates in laboratory studies: A review and analysis using species sensitivity distributions. Environmental Toxicology and Chemistry, 25(9), 2480–2489.
Garcia-Reyero, N., & Perkins, E. J. (2011). Systems biology: Leading the revolution in ecotoxicology. Environmental Toxicology and Chemistry, 30(2), 265–273.
Geier, F. M., Want, E. J., Leroi, A. M., & Bundy, J. G. (2011). Cross-Platform comparison of Caenorhabditis elegans tissue extraction strategies for comprehensive metabolome coverage. Analytical Chemistry, 83, 3730–3736.
Gonzalez, B., Francois, J., & Renaud, M. (1997). A rapid and reliable method for metabolite extraction in yeast using boiling buffered ethanol. Yeast, 13(14), 1347–1355.
Guo, Q., Sidhu, J. K., Ebbels, T. M. D., et al. (2009). Validation of metabolomics for toxic mechanism of action screening with the earthworm Lumbricus rubellus. Metabolomics, 5(1), 72–83.
He, R. Q., Pan, R., Zhou, Y. A., & He, H. J. (2011). An enzyme from the earthworm Eisenia fetida is not only a protease but also a deoxyribonuclease. Biochemical and Biophysical Research Communications, 407(1), 113–117.
Kim, H. K., Choi, Y. H., Luijendijk, T. J. C., Rocha, R. A. V., & Verpoorte, R. (2004). Comparison of extraction methods for secologanin and the quantitative analysis of secologanin from Symphoricarpos albus using H-1-NMR. Phytochemical Analysis, 15(4), 257–261.
Kind, T., Wohlgemuth, G., do Lee, Y., et al. (2009). FiehnLib: Mass spectral and retention index libraries for metabolomics based on quadrupole and time-of-flight gas chromatography/mass spectrometry. Analytical Chemistry, 81(24), 10038–10048.
Le Belle, J. E., Harris, N. G., Williams, S. R., & Bhakoo, K. K. (2002). A comparison of cell and tissue extraction techniques using high-resolution H-1-NMR spectroscopy. NMR in Biomedicine, 15(1), 37–44.
McKelvie, J. R., Wolfe, D. M., Celejewski, M., Simpson, A. J., & Simpson, M. J. (2010). Correlations of Eisenia fetida metabolic responses to extractable phenanthrene concentrations through time. Environmental Pollution, 158(6), 2150–2157.
Nakajima, N., Sugimoto, M., & Ishihara, K. (2000). Stable earthworm serine proteases: Application of the protease function and usefulness of the earthworm autolysate. Journal of Bioscience and Bioengineering, 90(2), 174–179.
Owen, J., Hedley, B. A., Svendsen, C., et al. (2008). Transcriptome profiling of developmental and xenobiotic responses in a keystone soil animal, the oligochaete annelid Lumbricus rubellus. BMC Genomics, 9, 266.
Payne, T. G., Southam, A. D., Arvanitis, T. N., & Viant, M. R. (2009). A signal filtering method for improved quantification and noise discrimination in fourier transform ion cyclotron resonance mass spectrometry-based metabolomics data. Journal of the American Society for Mass Spectrometry, 20(6), 1087–1095.
Rabinowitz, J. D., & Kimball, E. (2007). Acidic acetonitrile for cellular metabolome extraction from Escherichia coli. Analytical Chemistry, 79(16), 6167–6173.
Römisch-Margl, W., Prehn, C., Bogumil, R., Röhring, C., Suhre, K., & Adamski, J. (2011). Procedure for tissue sample preparation and metabolite extraction for high-throughput targeted metabolomics. Metabolomics. doi:10.1007/s11306-011-0293-4
Roots, B. I. (1956). The water relations of earthworms. II. Resistance to desiccation and immersion, and behaviour when submerged and when allowed a choice of environment. Journal of Experimental Biology, 33(1), 29–44.
Sellick, C., Knight, D., Croxford, A., Maqsood, A., Stephens, G., & Goodacre, R. (2010). Evaluation of extraction processes for intracellular metabolite profiling of mammalian cells: Matching extraction approaches to cell type and metabolite targets. Metabolomics, 6, 427–438.
Shin, M. H., do Lee, Y., Liu, K. H., Fiehn, O., & Kim, K. H. (2010). Evaluation of sampling and extraction methodologies for the global metabolic profiling of Saccharophagus degradans. Analytical Chemistry, 82(15), 6660–6666.
Simpson, M. J., & McKelvie, J. R. (2009). Environmental metabolomics: New insights into earthworm ecotoxicity and contaminant bioavailability in soil. Analytical and Bioanalytical Chemistry, 394(1), 137–149.
Snape, J. R., Maund, S. J., Pickford, D. B., & Hutchinson, T. H. (2004). Ecotoxicogenomics: The challenge of integrating genomics into aquatic and terrestrial ecotoxicology. Aquatic Toxicology, 67(2), 143–154.
Southam, A. D., Payne, T. G., Cooper, H. J., Arvanitis, T. N., & Viant, M. R. (2007). Dynamic range and mass accuracy of wide-scan direct infusion nanoelectrospray fourier transform ion cyclotron resonance mass spectrometry-based metabolomics increased by the spectral stitching method. Analytical Chemistry, 79(12), 4595–4602.
Spurgeon, D. J., Weeks, J. M., & Van Gestel, C. A. M. (2003). A summary of eleven years progress in earthworm ecotoxicology. Pedobiologia, 47(5–6), 588–606.
Sturzenbaum, S. R., Andre, J., Kille, P., & Morgan, A. J. (2009). Earthworm genomes, genes and proteins: The (re)discovery of Darwin’s worms. Proceedings of the Royal Society B-Biological Sciences, 276(1658), 789–797.
Taylor, N. S., Weber, R. J. M., Southam, A. D., et al. (2009). A new approach to toxicity testing in Daphnia magna: Application of high throughput FT-ICR mass spectrometry metabolomics. Metabolomics, 5(1), 44–58.
Taylor, N. S., Weber, R. J., White, T. A., & Viant, M. R. (2010). Discriminating between different acute chemical toxicities via changes in the daphnid metabolome. Toxicological Sciences, 118(1), 307–317.
Tremaroli, V., Workentine, M. L., Weljie, A. M., et al. (2009). Metabolomic investigation of the bacterial response to a metal challenge. Applied and Environmental Microbiology, 75(3), 719–728.
Weber, R. J., Southam, A. D., Sommer, U., & Viant, M. R. (2011). Characterization of isotopic abundance measurements in high resolution FT-ICR and Orbitrap mass spectra for improved confidence of metabolite identification. Analytical Chemistry, 83(10), 3737–3743.
Wu, H. F., Southam, A. D., Hines, A., & Viant, M. R. (2008). High-throughput tissue extraction protocol for NMRand MS-based metabolomics. Analytical Biochemistry, 372(2), 204–212.
Acknowledgments
We thank Olaf Beckonert (Imperial College London) for assistance with NMR spectroscopy, Volker Behrends (Imperial College London) for assistance with data processing, Mark Viant and Ulf Sommer (University of Birmingham) for discussion of MS data, and David Spurgeon and Claus Svendsen (CEH Wallingford) for supplying L. rubellus worms and scientific discussion. This work was supported by the UK Natural Environment Research Council (NERC), grant number NE/H009973/1, and in part supported by the NERC Biomolecular Analysis Facility at the University of Birmingham (R8-H10-61) with the FT-ICR MS analysis conducted by Ulf Sommer and Mark Viant. This instrument was obtained through the Birmingham Science City Translational Medicine: Experimental Medicine Network of Excellence project, with support from Advantage West Midlands.
Author information
Authors and Affiliations
Corresponding author
Electronic supplementary material
Below is the link to the electronic supplementary material.
11306_2011_377_MOESM1_ESM.pdf
Table S1 listing methods used for tissue extraction in other earthworm metabolomics studies. Supporting methods information S2. Figures S3 – S7. (PDF 699 kb)
Rights and permissions
About this article
Cite this article
Liebeke, M., Bundy, J.G. Tissue disruption and extraction methods for metabolic profiling of an invertebrate sentinel species. Metabolomics 8, 819–830 (2012). https://doi.org/10.1007/s11306-011-0377-1
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11306-011-0377-1