Abstract
Soil proteomics, the large-scale characterization of the entire protein complement in soils, provides a promising approach for deciphering the role of microbial functioning in terrestrial ecosystems. However, the extraction of soil proteins in sufficient quantities and of adequate purity remains a challenging task mainly due to the co-extraction of interfering humic substances. Up to now, the treatment of soil extracts with liquid phenol has been the “gold standard” for reducing humics, while the NoviPure cleanup kit was recently launched as a non-toxic approach. The present study describes an alternative method for delivering high-purity proteins based on humic coagulation with trivalent aluminum ions (Al3+). Various experimental parameters were optimized individually in order to maximize protein yield and diminish co-extracted humics. The optimized method was applied on a set of soil samples with diverse physicochemical characteristics and a comparison with the other two techniques was conducted. The amount of residual humics resulting from Al3+-based method was 26 and 35% higher than that from phenol treatment and NoviPure Kit, respectively, but these differences were of marginal statistical significance. With regard to extracted proteins, the average yields of the three methods were comparable, without showing any statistically significant differences. Overall, humic coagulation with Al3+ offers comparable cleanup performance in terms of protein yield and purity, but it is less toxic and less complex than the phenol-partitioning method, whereas it is far less expensive than the NoviPure Kit. The new technique is expected to facilitate the implementation of proteomic studies in soils.
This is a preview of subscription content, access via your institution.






References
Adebiyi AP, Jin DH, Ogawa T, Muramoto K (2005) Acid hydrolysis of protein in a microcapillary tube for the recovery of tryptophan. Biosci Biotechnol Biochem 69:255–257
Arsène-Ploetze F, Bertin PN, Carapito C (2015) Proteomic tools to decipher microbial community structure and functioning. Environ Sci Pollut Res 22:13599–13612
Batjes NH (1996) Total carbon and nitrogen in the soils of the world. Eur J Soil Sci 47:151–163
Benndorf D, Balcke GU, Harms H, von Bergen M (2007) Functional metaproteome analysis of protein extracts from contaminated soil and groundwater. ISME J 1:224–234
Braid MD, Daniels LM, Kitts CL (2003) Removal of PCR inhibitors from soil DNA by chemical flocculation. J Microbiol Method 52:389–393
Butterfield CN, Li Z, Andeer PF, Spaulding S, Thomas BC, Singh A, Hettich RL, Suttle KB, Probst AJ, Tringe SG, Northen T, Pan C, Banfield JF (2016) Proteogenomic analyses indicate bacterial methylotrophy and archaeal heterotrophy are prevalent below the grass root zone. PeerJ 4:e2687
Chen S, Rillig MC, Wang W (2009) Improving soil protein extraction for metaproteome analysis and glomalin-related soil protein detection. Proteomics 9:4970–4973
Cheng WP, Chi FH, Yu RF (2004) Effect of phosphate on removal of humic substances by aluminum sulfate coagulant. J Colloid Interface Sci 272:153–157
Chourey K, Jansson J, VerBerkmoes N, Shah M, Chavarria KL, Tom LM, Brodie EL, Hettich RL (2010) Direct cellular lysis/protein extraction protocol for soil metaproteomics. J Proteome Res 9:6615–6622
Dineen SM, Aranda R IV, Anders DL, Robertson JM (2010) An evaluation of commercial DNA extraction kits for the isolation of bacterial spore DNA from soil. J Appl Microbiol 109:1886–1896
Dong D, Yan A, Liu H, Zhang X, Xu Y (2006) Removal of humic substances from soil DNA using aluminium sulfate. J Microbiol Methods 66:217–222
Giagnoni L, Magherini F, Landi L, Taghavi S, Modesti A, Bini L, Nannipieri P, Van der Lelie D, Renella G (2011) Extraction of microbial proteome from soil: potential and limitations assessed through a model study. Eur J Soil Sci 64:74–81
Kalra YP (1995) Determination of pH of soils by different methods: collaborative study. J AOAC Int 78:310–324
Keiblinger KM, Wilhartitz IC, Schneider T, Roschitzki B, Schmid E, Eberl L, Riedel K, Zechmeister-Boltenstern S (2012) Soil metaproteomics—comparative evaluation of protein extraction protocols. Soil Biol Biochem 54:14–24
León IR, Schwämmle V, Jensen ON, Sprenger RR (2013) Quantitative assessment of in-solution digestion efficiency identifies optimal protocols for unbiased protein analysis. Mol Cell Proteomics 12:2992–3005
Lin Y, Huo L, Liu Z, Li J, Liu Y, He Q, Wang X, Liang S (2013) Sodium laurate, a novel protease- and mass spectrometry-compatible detergent for mass spectrometry-based membrane proteomics. PLoS One 8:e59779
Lin Y, Lin H, Liu Z, Wang K, Yan Y (2014) Improvement of a sample preparation method assisted by sodium deoxycholate for mass-spectrometry-based shotgun membrane proteomics. J Sep Sci 37:3321–3329
Mandalakis M, Apostolaki M, Stephanou EG (2010) Trace analysis of free and combined amino acids in atmospheric aerosols by gas chromatography-mass spectrometry. J Chromatogr A 1217:143–150
Mandalakis M, Panikov N, Dai S, Ray S, Karger BL (2013) Comparative proteomic analysis reveals mechanistic insights into Pseudomonas putida F1 growth on benzoate and citrate. AMB Express 3:64
Maron PA, Ranjard L, Mougel C, Lemanceau P (2007) Metaproteomics: a new approach for studying functional microbial ecology. Microb Ecol 53:486–493
Mónico A, Martínez-Senra E, Cañada FJ, Zorrilla S, Pérez-Sala D (2017) Drawbacks of dialysis procedures for removal of EDTA. PLoS One 12:e0169843
Peršoh D, Theuerl S, Buscot F, Rambold G (2008) Towards a universally adaptable method for quantitative extraction of high-purity nucleic acids from soil. J Microbiol Methods 75:19–24
Rhoades JD (1996) Salinity: electrical conductivity and total dissolved solids. In: Sparks DL (ed) Methods of soil analysis, part 3—chemical methods. American Society of Agronomy, Madison WI, pp 417–436
Rillig MC, Caldwell BA, Wösten HAB, Sollins P (2007) Role of proteins in soil carbon and nitrogen storage: controls on persistence. Biogeochemistry 85:25–44
Scheerlinck E, Dhaenens M, Van Soom A, Peelman L, De Sutter P, Van Steendam K, Deforce D (2015) Minimizing technical variation during sample preparation prior to label-free quantitative mass spectrometry. Anal Biochem 490:14–19
Taylor EB, Williams MA (2010) Microbial protein in soil: influence of extraction method and C amendment on extraction and recovery. Microb Ecol 59:390–399
Thompson LR, Sanders JG, McDonald D, Amir A, Ladau J, Locey KJ, Prill RJ, Tripathi A, Gibbons SM, Ackermann G, Navas-Molina JA, Janssen S, Kopylova E, Vázquez-Baeza Y, González A, Morton JT, Mirarab S, Zech Xu Z, Jiang L, Haroon MF, Kanbar J, Zhu Q, Jin Song S, Kosciolek T, Bokulich NA, Lefler J, Brislawn CJ, Humphrey G, Owens SM, Hampton-Marcell J, Berg-Lyons D, McKenzie V, Fierer N, Fuhrman JA, Clauset A, Stevens RL, Shade A, Pollard KS, Goodwin KD, Jansson JK, Gilbert JA, Knight R, Earth Microbiome Project Consortium (2017) A communal catalogue reveals Earth’s multiscale microbial diversity. Nature 551:457–463
Walkley A, Black IA (1934) An examination of Degtjareff method for determining soil organic matter and a proposed modification of the chromic acid titration method. Soil Sci 37:29–37
Wang HB, Zhang ZX, Li H, He HB, Fang CX et al (2012) Characterization of metaproteomics in crop rhizospheric soil. J Proteome Res 2011(10):932–940
Weil RR (2005) Laboratory manual for introductory soils, 7th edn. Kendall Hunt Publishing, Dubuque IA
Wilmes P, Bond PL (2004) The application of two-dimensional polyacrylamide gel electrophoresis and downstream analyses to a mixed community of prokaryotic microorganisms. Environ Microbiol 6:911–920
Wilmes P, Wexler M, Bond PL (2008) Metaproteomics provides functional insight into activated sludge wastewater treatment. PLoS One 3:e1778
Wu L, Wang H, Zhang Z, Lin R, Zhang Z, Lin W (2011) Comparative metaproteomic analysis on consecutively Rehmannia glutinosa-monocultured rhizosphere soil. PLoS One 6:e20611
Zach A (2002) Characterization of organic substances in stabilized composts of rest wastes. In: Insam H, Riddech N, Klammer S (eds) Microbiology of composting. Springer-Verlag, Berlin Heidelberg, pp 407–421
Zampieri E, Chiapello M, Daghino S, Bonfante P, Mello A (2016) Soil metaproteomics reveals an inter-kingdom stress response to the presence of black truffles. Sci Rep 6:25773
Zhang F, Skoda MW, Jacobs RM, Zorn S, Martin RA, Martin CM, Clark GF, Weggler S, Hildebrandt A, Kohlbacher O, Schreiber F (2008) Reentrant condensation of proteins in solution induced by multivalent counterions. Phys Rev Lett 101:148101
Zhang F, Weggler S, Ziller MJ, Ianeselli L, Heck BS, Hildebrandt A, Kohlbacher O, Skoda MW, Jacobs RM, Schreiber F (2010) Universality of protein reentrant condensation in solution induced by multivalent metal ions. Proteins 78:3450–3457
Zhang L, Xu Z, Patel BKC (2009) An improved method for purifying genomic DNA from forest leaf litters and soil suitable for PCR. J Soils Sediments 9:261–266
Acknowledgements
This research was supported by a Marie Curie International Outgoing Fellowship (PIOF-GA-2009-235470) within the 7th European Community Framework Programme. We thank Dr. Rebecca E. Parales (University of California, Davis), for providing the Pseudomonas putida F1 strain.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Ethical approval
This article does not contain any research with human or animal subjects. All authors of this manuscript were informed and agreed for submission.
Additional information
Responsible editor: Zhihong Xu
Electronic supplementary material
ESM 1
(DOCX 1762 kb)
Rights and permissions
About this article
Cite this article
Mandalakis, M., Panikov, N.S., Polymenakou, P.N. et al. A simple cleanup method for the removal of humic substances from soil protein extracts using aluminum coagulation. Environ Sci Pollut Res 25, 23845–23856 (2018). https://doi.org/10.1007/s11356-018-2434-z
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-018-2434-z
Keywords
- Soil proteins
- Humic substances
- Purification method
- Coagulation
- Soil microbes
- Metaproteomics