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High confidence and sensitivity four-dimensional fractionation for human plasma proteome analysis

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Abstract

Reducing the complexity of plasma proteome through complex multidimensional fractionation protocols is critical for the detection of low abundance proteins that have the potential to be the most specific disease biomarkers. Therefore, we examined a four dimension profiling method, which includes low abundance protein enrichment, tryptic digestion and peptide fractionation by IEF, SCX and RP-LC. The application of peptide pI filtering as an additional criterion for the validation of the identifications allows to minimize the false discovery rate and to optimize the best settings of the protein identification database search engine. This sequential approach allows for the identification of low abundance proteins, such as angiogenin (10−9 g/L), pigment epithelium growth factor (10−8 g/L), hepatocyte growth factor activator (10−7 g/L) and thrombospondin-1 (10−6 g/L), having concentrations similar to those of many other growth factors and cytokines involved in disease pathophysiology.

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References

  • Cargile BJ, Bundy JL, Freeman TW, Stephenson JL Jr (2004) Gel based isoelectric focusing of peptides and the utility of isoelectric point in protein identification. J Proteome Res 3:112–119

    Article  PubMed  CAS  Google Scholar 

  • Cargile BJ, Sevinsky JR, Essader AS, Stephenson JL Jr, Bundy JL (2005) Immobilized pH gradient isoelectric focusing as a first-dimension separation in shotgun proteomics. J Biomol Tech 16:181–189

    PubMed  Google Scholar 

  • Eriksson H, Lengqvist J, Hedlund J, Uhlen K, Orre LM, Bjellqvist B, Persson B, Lehtio J, Jakobsson PJ (2008) Quantitative membrane proteomics applying narrow range peptide isoelectric focusing for studies of small cell lung cancer resistance mechanisms. Proteomics 8:3008–3018

    Article  PubMed  CAS  Google Scholar 

  • Essader AS, Cargile BJ, Bundy JL, Stephenson JL Jr (2005) A comparison of immobilized pH gradient isoelectric focusing and strong-cation-exchange chromatography as a first dimension in shotgun proteomics. Proteomics 5:24–34

    Article  PubMed  CAS  Google Scholar 

  • Fonslow BR, Carvalho PC, Academia K, Freeby S, Xu T, Nakorchevsky A, Paulus A, Yates JR 3rd (2011) Improvements in proteomic metrics of low abundance proteins through proteome equalization using ProteoMiner prior to MudPIT. J Proteome Res 10:3690–3700

    Article  PubMed  CAS  Google Scholar 

  • Gauci S, van Breukelen B, Lemeer SM, Krijgsveld J, Heck AJ (2008) A versatile peptide pI calculator for phosphorylated and N-terminal acetylated peptides experimentally tested using peptide isoelectric focusing. Proteomics 8:4898–4906

    Article  PubMed  CAS  Google Scholar 

  • Hoffman SA, Joo WA, Echan LA, Speicher DW (2007) Higher dimensional (Hi-D) separation strategies dramatically improve the potential for cancer biomarker detection in serum and plasma. J Chromatogr B Analyt Technol Biomed Life Sci 849:43–52

    Article  PubMed  CAS  Google Scholar 

  • Hubner NC, Ren S, Mann M (2008) Peptide separation with immobilized pI strips is an attractive alternative to in-gel protein digestion for proteome analysis. Proteomics 8:4862–4872

    Article  PubMed  CAS  Google Scholar 

  • Krijgsveld J, Gauci S, Dormeyer W, Heck AJ (2006) In-gel isoelectric focusing of peptides as a tool for improved protein identification. J Proteome Res 5:1721–1730

    Article  PubMed  CAS  Google Scholar 

  • Lengqvist J, Uhlen K, Lehtio J (2007) iTRAQ compatibility of peptide immobilized pH gradient isoelectric focusing. Proteomics 7:1746–1752

    Article  PubMed  CAS  Google Scholar 

  • Lengqvist J, Eriksson H, Gry M, Uhlen K, Bjorklund C, Bjellqvist B, Jakobsson PJ, Lehtio J (2011) Observed peptide pI and retention time shifts as a result of post-translational modifications in multidimensional separations using narrow-range IPG-IEF. Amino Acids 40:697–711

    Article  PubMed  CAS  Google Scholar 

  • Michalski A, Cox J, Mann M (2011) More than 100,000 detectable peptide species elute in single shotgun proteomics runs but the majority is inaccessible to data-dependent LC–MS/MS. J Proteome Res 10:1785–1793

    Article  PubMed  CAS  Google Scholar 

  • Millioni R, Tolin S, Puricelli L, Sbrignadello S, Fadini GP, Tessari P, Arrigoni G (2011) High abundance proteins depletion vs low abundance proteins enrichment: comparison of methods to reduce the plasma proteome complexity. PLoS ONE 6:e19603

    Article  PubMed  CAS  Google Scholar 

  • Slebos RJ, Brock JW, Winters NF, Stuart SR, Martinez MA, Li M, Chambers MC, Zimmerman LJ, Ham AJ, Tabb DL, Liebler DC (2008) Evaluation of strong cation exchange versus isoelectric focusing of peptides for multidimensional liquid chromatography–tandem mass spectrometry. J Proteome Res 7:5286–5294

    Article  PubMed  CAS  Google Scholar 

  • Yates JR, Ruse CI, Nakorchevsky A (2009) Proteomics by mass spectrometry: approaches, advances, and applications. Annu Rev Biomed Eng 11:49–79

    Article  PubMed  CAS  Google Scholar 

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The authors declare that they have no conflict of interest.

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Correspondence to Renato Millioni.

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Millioni, R., Tolin, S., Fadini, G.P. et al. High confidence and sensitivity four-dimensional fractionation for human plasma proteome analysis. Amino Acids 43, 2199–2202 (2012). https://doi.org/10.1007/s00726-012-1267-1

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  • DOI: https://doi.org/10.1007/s00726-012-1267-1

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