Skip to main content

Advertisement

Log in

A proteomic fingerprint of dissolved organic carbon and of soil particles

  • Methods
  • Published:
Oecologia Aims and scope Submit manuscript

Abstract

Mass spectrometry-based proteomics was applied to analyze proteins isolated from dissolved organic matter (DOM). The focal question was to identify the type and biological origin of proteins in DOM, and to describe diversity of protein origin at the level of higher taxonomic units, as well as to detect extracellular enzymes possibly important in the carbon cycle. Identified proteins were classified according to their phylogenetic origin and metabolic function using the National Center for Biotechnology Information (NCBI) protein and taxonomy database. Seventy-eight percent of the proteins in DOM from the lake but less than 50% in forest soil DOM originated from bacteria. In a deciduous forest, the number of identified proteins decreased from 75 to 28 with increasing soil depth and decreasing total soil organic carbon content. The number of identified proteins and taxonomic groups was 50% higher in winter than in summer. In spruce forest, number of proteins and taxonomic groups decreased by 50% on a plot where trees had been girdled a year before and carbohydrate transport to roots was terminated. After girdling, proteins from four taxonomic groups remained as compared to nine taxonomic groups in healthy forest. Enzymes involved in degradation of organic matter were not identified in free soil DOM. However, cellulases and laccases were found among proteins extracted from soil particles, indicating that degradation of soil organic matter takes place in biofilms on particle surfaces. These results demonstrate a novel application of proteomics to obtain a “proteomic fingerprint” of presence and activity of organisms in an ecosystem.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  • Aebersold R, Mann M (2003) Mass spectrometry-based proteomics. Nature 422:198–207

    Article  CAS  PubMed  Google Scholar 

  • Almendros G, Frund R, Gonzalez-Vila FJ, Haider KM, Knicker H, Ludemann HD (1991) Analysis of 13C and 15N CPMAS NMR-spectra of soil organic matter and composts. FEBS Lett 282:119–121

    Article  CAS  PubMed  Google Scholar 

  • Altschul SF, Gish W, Miller W, Myers EW, Lipman DJ (1990) Basic local alignment search tool. J Mol Biol 215:403–410

    Article  CAS  PubMed  Google Scholar 

  • Arnold RJ, Reilly JP (1998) Fingerprint matching of E. coli strains with matrix-assisted laser desorption/ionization time-of-flight mass spectrometry of whole cells using a modified correlation approach. Rapid Commun Mass Spectrom 12:630–636

    Article  CAS  PubMed  Google Scholar 

  • Báldi A (2003) Using higher taxa as surrogates of species richness: a study based on 3700 Coleoptera, Diptera and Acri in Central-Hungarian reserves. Basic Appl Ecol 4:589–593

    Google Scholar 

  • Battin TJ, Kaplan LA, Newbold JD, Hansen CME (2003) Contributions of microbial biofilms to ecosystem processes in stream mesocosms. Nature 426:439–440

    Article  CAS  PubMed  Google Scholar 

  • Christensen BT (1992) Physical fractionation of soil and organic matter in primary particle size and density separates. Adv Soil Sci 20:1–90

    Google Scholar 

  • Dickinson DN, La Duc MT, Haskins WE, Gornushkin I, Winefordner JD, Powell DH, Venkateswaran K (2004a) Species differentiation of a diverse suite of bacillus spores by mass spectrometry-based protein profiling. Appl Environ Microbiol 70:472–482

    Google Scholar 

  • Dickinson DN, La Duc MT, Satomi M, Wienfordner JD, Powell DH, Venkateswaran K (2004b) MALDI-TOFMS compared with other polyphasic taxonomy approaches for the identification and classification of Bacillus pumilus spores. J Microbiol Methods 58:1–12

    Google Scholar 

  • Gleixner G, Czimczik C, Kramer C, Lühker B, Schmidt MWI (2001) Plant compounds and their turnover and stability as soil organic matter. In: Schulze ED et al (eds) Global biogeochemical cycles in the climate system. Academic, San Diego, pp 201–216

    Google Scholar 

  • Graham IA, Baker CJ, Leaver CJ (1994) Carbon catabolite repression regulates glyoxylate cycle gene expression in cucumber. Plant Cell 6:761–772

    Article  CAS  PubMed  Google Scholar 

  • Guggenberger G, Kaiser K (2003) Dissolved organic matter in soil: challenging the paradigm of sorptive preservation. Geoderma 113:293–310

    Article  CAS  Google Scholar 

  • Habermann B, Oegerma J, Sunyaev S, Shevchenko A (2004) The power and the limitations of cross-species protein identification by mass spectrometry-driven sequence similarity searches. Mol Cell Proteomics 3:238–249

    Article  CAS  PubMed  Google Scholar 

  • Hahn V (2003) Determination and modelling of 14C ages of soil respiration. Max-Planck Institute of Biogeochemistry, Jena

  • Harris SA, Robinson JP, Juniper BE (2002) Genetic clues to the origin of the apple. Trends Gene 18:426–430

    Google Scholar 

  • Heywood VH, Watson RT (1995) Global biodiversity assessment. Cambridge University Press, London

    Google Scholar 

  • Ishihama Y, Rappsilber J, Andersen JS, Mann M (2002) Microcolumns with self-assembled particle frits for proteomics. J Chromatogr A 979:233–239

    Article  CAS  PubMed  Google Scholar 

  • Kaiser K, Guggenberger G, Haumaer L, Zech W (2001) Seasonal variations in the chemical composition of dissolved organic matter in organic forest floor layer leachates of old-growth Scots pine (Pinus sylvestris L.) and European beech (Fags sylvatica L.) stands in northeastern Bavaria, Germany. Biogeochemistry 55:103–143

    Article  CAS  Google Scholar 

  • Kjöller A, Miller M, Struwe S, Wolters V, Pflug A (2000) Diversity and role of microorganisms. In: Schulze ED (ed) Carbon and nitrogen cycling in European forest ecosystems, vol 142. Springer, Berlin Heidelberg New York, pp 382–404

  • Knohl A, Schulze ED, Kolle O, Buchmann N (2003) Large carbon uptake by an unmanaged 250-year-old deciduous forest in central Germany. Agr Forest Meteorol 118:151–167

    Article  Google Scholar 

  • Kracht O, Gleixner G (2000) Isotope analysis of pyrolysis products from Sphagnum peat and dissolved organic matter from bog water. Org Geochem 31:645–654

    Article  CAS  Google Scholar 

  • Lipson DA, Schadt CW, Schmidt SK (2002) Changes in soil microbial community structure and function in an alpine dry meadow following spring snow melt. Microb Ecol 43:307–314

    Article  CAS  PubMed  Google Scholar 

  • Loreau M, Hector A, Inchausti P (2002) Biodiversity and ecosystem functioning. Oxford University Press, Oxford

    Google Scholar 

  • Luis P, Walther G, Kellner H, Martin F, Buscot F (2004) Diversity of laccase genes from basidiomycetes in a forest soil. Soil Biol Biochem (in press)

    Google Scholar 

  • Michalzik B, Matzner E (1999) Dynamics of dissolved organic nitrogen and carbon in a Central European Norway spruce ecosystem. Eur J Soil Sci 50:579–590

    Article  Google Scholar 

  • Perkins DN, Pappin DJC, Creasy DM, Cottrell JS (1999) Probability-based protein identification by searching sequence databases using mass spectrometry data. Electrophoresis 20:3551–3567

    Article  CAS  PubMed  Google Scholar 

  • Purvis A, Hector A (2000) Getting the measure of biodiversity. Nature 405:212–219

    Article  CAS  PubMed  Google Scholar 

  • Rappsilber J, Mann M (2002) What does it mean to identify a protein in proteomics. Trends Biochem Sci 27:74–78

    Google Scholar 

  • Rappsilber J, Ryder U, Lamon AI, Mann M (2002) Large-scale proteomic analysis of the human spliceosome. Genome Res 12:1231–1245

    Article  CAS  PubMed  Google Scholar 

  • Rappsilber J, Ishihama Y, Mann M (2003) Stop and go extraction tips for matrix-assisted laser desorption/ionization, nanoelectrospray, and LC/MS sample pretreatment in proteomics. Anal Chem 75:663–670

    Article  CAS  PubMed  Google Scholar 

  • Schulten HR, Gleixner G (1999) Analytical pyrolysis of humic substances and dissolved organic matter in aquatic systems: structure and origin. Water Res 33:2489–2498

    Article  CAS  Google Scholar 

  • Shevchenko A, Wilm M, Vorm O, Mann M (1996) Mass spectrometric sequencing of proteins silver-stained polyacrylamide gels. Anal Chem 68:850–858

    Article  CAS  PubMed  Google Scholar 

  • Stemmer M, Gerzabek MH, Kandeler E (1998) Organic matter and enzyme activity in particle-size fractions of soils obtained after low-energy sonication. Soil Biol Biochem 30:9–17

    Article  CAS  Google Scholar 

  • Tyers M, Mann M (2003) From genomics to proteomics. Nature 422:193–197

    Article  CAS  PubMed  Google Scholar 

  • Tyson GW et al. (2004) Community structure and metabolism through reconstruction of microbial genomes from the environment. Nature 428:37–43

    Article  CAS  PubMed  Google Scholar 

  • Venter JC et al. (2004) Environmental genome shotgun sequencing of the Sargasso Sea. Science 304:66–74

    Article  CAS  PubMed  Google Scholar 

  • Zelles L (1997) Phospholipid fatty acid profiles in selected members of soil microbial communities. Chemosphere 35:275–294

    Article  CAS  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Waltraud X. Schulze.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Schulze, W.X., Gleixner, G., Kaiser, K. et al. A proteomic fingerprint of dissolved organic carbon and of soil particles. Oecologia 142, 335–343 (2005). https://doi.org/10.1007/s00442-004-1698-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00442-004-1698-9

Keywords

Navigation