Sample Preparation Techniques for the Untargeted LC-MS-Based Discovery of Peptides in Complex Biological Matrices

Although big progress has been made in sample pretreatment over the last years, there are still considerable limitations when it comes to overcoming complexity and dynamic range problems associated with peptide analyses from biological matrices. Being the little brother of proteomics, peptidomics is a relatively new field of research aiming at the direct analysis of the small proteins, called peptides, many of which are not amenable for typical trypsin-based analytics. In this paper, we present an overview of different techniques and methods currently used for reducing a sample's complexity and for concentrating low abundant compounds to enable successful peptidome analysis. We focus on techniques which can be employed prior to liquid chromatography coupled to mass spectrometry for peptide detection and identification and indicate their advantages as well as their shortcomings when it comes to the untargeted analysis of native peptides from complex biological matrices.

[1]  N. Lewis,et al.  Analysis of low-abundance, low-molecular-weight serum proteins using mass spectrometry. , 2004, Journal of biomolecular techniques : JBT.

[2]  D. Speicher,et al.  Depletion of multiple high‐abundance proteins improves protein profiling capacities of human serum and plasma , 2005, Proteomics.

[3]  T. Rabilloud Two‐dimensional gel electrophoresis in proteomics: Old, old fashioned, but it still climbs up the mountains , 2002, Proteomics.

[4]  Pat Sandra,et al.  Comprehensive liquid chromatography: fundamental aspects and practical considerations--a review. , 2009, Analytica chimica acta.

[5]  B. Shushan A review of clinical diagnostic applications of liquid chromatography-tandem mass spectrometry. , 2010, Mass spectrometry reviews.

[6]  S. Colowick,et al.  Methods in Enzymology , Vol , 1966 .

[7]  L. Lomas,et al.  Protein Equalizer™ Technology : The quest for a “democratic proteome” , 2006, Proteomics.

[8]  M. Mann,et al.  Integrated analysis of the cerebrospinal fluid peptidome and proteome. , 2008, Journal of proteome research.

[9]  M. Schrader,et al.  Peptidomics: the comprehensive analysis of peptides in complex biological mixtures. , 2012, Combinatorial chemistry & high throughput screening.

[10]  S. Gammeltoft,et al.  Upregulated expression of human neutrophil peptides 1, 2 and 3 (HNP 1-3) in colon cancer serum and tumours: a biomarker study , 2005, BMC Cancer.

[11]  David Fenyö,et al.  Use of DNA ladders for reproducible protein fractionation by sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) for quantitative proteomics. , 2008, Journal of proteome research.

[12]  Russell J. Molyneux,et al.  Introduction and Overview , 2007, Computational Analysis of Storylines.

[13]  S. Lehmann,et al.  Depletion of one, six, twelve or twenty major blood proteins before proteomic analysis: the more the better? , 2009, Journal of proteomics.

[14]  S. Hoving,et al.  Isoelectric focusing and two-dimensional gel electrophoresis. , 2009, Methods in enzymology.

[15]  U. Walter,et al.  The Human Platelet Membrane Proteome Reveals Several New Potential Membrane Proteins*S , 2005, Molecular & Cellular Proteomics.

[16]  Ruedi Aebersold,et al.  Options and considerations when selecting a quantitative proteomics strategy , 2010, Nature Biotechnology.

[17]  Mingliang Ye,et al.  Selective on-line serum peptide extraction and multidimensional separation by coupling a restricted-access material-based capillary trap column with nanoliquid chromatography-tandem mass spectrometry. , 2009, Journal of chromatography. A.

[18]  G. Allmaier,et al.  Improved identification of hordeins by cysteine alkylation with 2-bromoethylamine, SDS-PAGE and subsequent in-gel tryptic digestion. , 2009, Journal of mass spectrometry : JMS.

[19]  R. Simpson,et al.  A centrifugal ultrafiltration strategy for isolating the low-molecular weight (, 2010, Journal of proteomics.

[20]  M. Mann,et al.  Comparison of ultrafiltration units for proteomic and N-glycoproteomic analysis by the filter-aided sample preparation method. , 2011, Analytical biochemistry.

[21]  T. Veenstra,et al.  Characterization of the Low Molecular Weight Human Serum Proteome*S , 2003, Molecular & Cellular Proteomics.

[22]  Alan Williams,et al.  Ion‐Exchange Chromatography , 1998, Current protocols in protein science.

[23]  K. Racaityte,et al.  Analysis of neuropeptide Y and its metabolites by high-performance liquid chromatography-electrospray ionization mass spectrometry and integrated sample clean-up with a novel restricted-access sulphonic acid cation exchanger. , 2000, Journal of chromatography. A.

[24]  J. Sironi,et al.  Peptidomic analysis of human cell lines. , 2011, Journal of proteome research.

[25]  A. Pandey,et al.  Assessment of resolution parameters for CID-based shotgun proteomic experiments on the LTQ-Orbitrap mass spectrometer , 2010, Journal of the American Society for Mass Spectrometry.

[26]  H. Zou,et al.  Recent advances in mass spectrometry-based peptidome analysis , 2009, Expert review of proteomics.

[27]  C. Eyers Universal sample preparation method for proteome analysis , 2009 .

[28]  T. Tomonaga,et al.  High-yield peptide-extraction method for the discovery of subnanomolar biomarkers from small serum samples. , 2010, Journal of proteome research.

[29]  E. Petricoin,et al.  An investigation into the human serum “interactome” , 2004, Electrophoresis.

[30]  T. Veenstra,et al.  Organic solvent extraction of proteins and peptides from serum as an effective sample preparation for detection and identification of biomarkers by mass spectrometry , 2004, Proteomics.

[31]  Juergen Kast,et al.  Mass spectrometry-based proteomics in biomedical research: emerging technologies and future strategies , 2010, Expert Reviews in Molecular Medicine.

[32]  Ronald J. Moore,et al.  Evaluation of Multiprotein Immunoaffinity Subtraction for Plasma Proteomics and Candidate Biomarker Discovery Using Mass Spectrometry*S , 2006, Molecular & Cellular Proteomics.

[33]  M. Schrader,et al.  Peptidomics technologies for human body fluids. , 2001, Trends in biotechnology.

[34]  L. Eichacker,et al.  Sample preparation by in-gel digestion for mass spectrometry-based proteomics , 2007, Analytical and bioanalytical chemistry.

[35]  K. Sandra,et al.  Highly efficient peptide separations in proteomics. Part 2: bi- and multidimensional liquid-based separation techniques. , 2009, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[36]  K. Zhao,et al.  Affinity chromatography: general methods. , 2009, Methods in enzymology.

[37]  F. Ahmed Sample preparation and fractionation for proteome analysis and cancer biomarker discovery by mass spectrometry. , 2009, Journal of separation science.

[38]  K. Boos,et al.  High-performance liquid chromatography integrated solid-phase extraction in bioanalysis using restricted access precolumn packings , 1999 .

[39]  J. Veuthey,et al.  Restricted access materials and large particle supports for on-line sample preparation: an attractive approach for biological fluids analysis. , 2004, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[40]  M. Mann,et al.  In-gel digestion for mass spectrometric characterization of proteins and proteomes , 2006, Nature Protocols.

[41]  M. Baker,et al.  High‐abundance protein depletion: Comparison of methods for human plasma biomarker discovery , 2010, Electrophoresis.

[42]  M. Mann,et al.  Universal sample preparation method for proteome analysis , 2009, Nature Methods.

[43]  A. Cifuentes,et al.  Sample treatments prior to capillary electrophoresis-mass spectrometry. , 2007, Journal of chromatography. A.

[44]  Balwir Matharoo-Ball,et al.  Enrichment of low molecular weight serum proteins using acetonitrile precipitation for mass spectrometry based proteomic analysis. , 2008, Rapid communications in mass spectrometry : RCM.

[45]  K. Evans,et al.  Endogenous peptides from biophysical and biochemical fractionation of serum analyzed by matrix-assisted laser desorption/ionization and electrospray ionization hybrid quadrupole time-of-flight. , 2007, Analytical biochemistry.

[46]  M. Mann,et al.  Parts per Million Mass Accuracy on an Orbitrap Mass Spectrometer via Lock Mass Injection into a C-trap*S , 2005, Molecular & Cellular Proteomics.

[47]  Elisabetta Gianazza,et al.  Protein stains for proteomic applications: Which, when, why? , 2006, Proteomics.

[48]  W. Hancock,et al.  Analysis of the low molecular weight serum peptidome using ultrafiltration and a hybrid ion trap-Fourier transform mass spectrometer. , 2006, Journal of chromatography. A.

[49]  P. Malfertheiner,et al.  Identification and confirmation of increased fibrinopeptide a serum protein levels in gastric cancer sera by magnet bead assisted MALDI-TOF mass spectrometry. , 2006, Journal of proteome research.

[50]  M. Mann,et al.  Status of complete proteome analysis by mass spectrometry: SILAC labeled yeast as a model system , 2006, Genome Biology.

[51]  D. Garfin One-dimensional gel electrophoresis. , 2009, Methods in enzymology.

[52]  E. Verpoorte,et al.  Restricted-access material-based high-molecular-weight protein depletion coupled on-line with nano-liquid chromatography-mass spectrometry for proteomics applications. , 2007, Journal of Chromatography A.

[53]  Ronald J. Moore,et al.  Toward a Human Blood Serum Proteome , 2002, Molecular & Cellular Proteomics.

[54]  Kristin L Cheek,et al.  Depletion of abundant plasma proteins and limitations of plasma proteomics. , 2010, Journal of proteome research.

[55]  Ping Zhang,et al.  A proteomic approach for plasma biomarker discovery with 8-plex iTRAQ labeling and SCX-LC-MS/MS , 2010, Molecular and Cellular Biochemistry.

[56]  Shui-Tein Chen,et al.  Alterations in cellular proteome and secretome upon differentiation from monocyte to macrophage by treatment with phorbol myristate acetate: insights into biological processes. , 2010, Journal of proteomics.

[57]  L. Alldridge,et al.  Proteome profiling of breast tumors by gel electrophoresis and nanoscale electrospray ionization mass spectrometry. , 2008, Journal of proteome research.

[58]  F. Regnier,et al.  Multi-dimensional liquid chromatography in proteomics--a review. , 2010, Analytica chimica acta.

[59]  T. Greco,et al.  Quantitative mass spectrometry-based proteomics reveals the dynamic range of primary mouse astrocyte protein secretion. , 2010, Journal of proteome research.

[60]  A. Otto,et al.  Enrichment and detection of molecules secreted by tumor cells using magnetic reversed-phase particles and LC-MALDI-TOF-MS. , 2007, Journal of biomolecular techniques : JBT.

[61]  K. Zhao,et al.  Chapter 26 Affinity Chromatography , 2009 .

[62]  K. Unger,et al.  Enrichment of proteinaceous materials on a strong cation-exchange diol silica restricted access material: protein-protein displacement and interaction effects. , 2004, Journal of chromatography. A.

[63]  Wei-Wei Zhang,et al.  Affinity separation and enrichment methods in proteomic analysis. , 2008, Journal of proteomics.

[64]  F. Lottspeich,et al.  Equalizer technology – Equal rights for disparate beads , 2010, Proteomics.

[65]  Baogang J. Xu,et al.  Quantitative analysis of the secretome of TGF‐β signaling‐deficient mammary fibroblasts , 2010, Proteomics.

[66]  F. Chevalier Highlights on the capacities of "Gel-based" proteomics , 2010, Proteome Science.

[67]  Valerie C Wasinger,et al.  Protein and peptide fractionation, enrichment and depletion: Tools for the complex proteome , 2011, Proteomics.

[68]  Lingjun Li,et al.  Rat neuropeptidomics by LC-MS/MS and MALDI-FTMS: Enhanced dissection and extraction techniques coupled with 2D RP-RP HPLC. , 2006, Journal of proteome research.

[69]  M. Quadroni,et al.  Metabolic labeling and protein linearization technology allow the study of proteins secreted by cultured cells in serum-containing media. , 2009, Journal of Proteome Research.

[70]  M. Mann,et al.  Peptide separation with immobilized pI strips is an attractive alternative to in‐gel protein digestion for proteome analysis , 2008, Proteomics.

[71]  T. Steinberg Protein gel staining methods: an introduction and overview. , 2009, Methods in enzymology.

[72]  W. Barrett,et al.  Differences among techniques for high‐abundant protein depletion , 2005, Proteomics.

[73]  Y. Hathout Approaches to the study of the cell secretome , 2007, Expert review of proteomics.

[74]  P. Svenningsson,et al.  The significance of biochemical and molecular sample integrity in brain proteomics and peptidomics: Stathmin 2‐20 and peptides as sample quality indicators , 2007, Proteomics.

[75]  P. Finch,et al.  Peptidomics: Bridging the gap between proteome and metabolome , 2006, Proteomics.

[76]  Bernhard Kuster,et al.  Profiling Core Proteomes of Human Cell Lines by One-dimensional PAGE and Liquid Chromatography-Tandem Mass Spectrometry*S , 2003, Molecular & Cellular Proteomics.

[77]  Jon Coffman,et al.  High‐throughput screening of chromatographic separations: IV. Ion‐exchange , 2008, Biotechnology and bioengineering.

[78]  F. Holsboer,et al.  Mining the human cerebrospinal fluid proteome by immunodepletion and shotgun mass spectrometry , 2004, Electrophoresis.

[79]  G. Marko‐Varga,et al.  Profiling of endogenous peptides by multidimensional liquid chromatography: On-line automated sample cleanup for biomarker discovery in human urine. , 2009, Journal of separation science.

[80]  M. Gao,et al.  Recent development of multi-dimensional chromatography strategies in proteome research , 2008, Journal of Chromatography B.

[81]  M. Clynes,et al.  Conditioned media from cell lines: A complementary model to clinical specimens for the discovery of disease‐specific biomarkers , 2011, Proteomics.

[82]  Markus Müller,et al.  Automated protein identification by tandem mass spectrometry: issues and strategies. , 2006, Mass spectrometry reviews.

[83]  Fuchu He,et al.  Different immunoaffinity fractionation strategies to characterize the human plasma proteome. , 2006, Journal of proteome research.

[84]  Michaela Scigelova,et al.  Coupling liquid chromatography to Orbitrap mass spectrometry. , 2010, Journal of chromatography. A.

[85]  N. Anderson,et al.  The Human Plasma Proteome , 2002, Molecular & Cellular Proteomics.

[86]  Naoto Minamino,et al.  A peptidomics strategy for discovering endogenous bioactive peptides. , 2010, Journal of proteome research.

[87]  J. Granger,et al.  Albumin depletion of human plasma also removes low abundance proteins including the cytokines , 2005, Proteomics.

[88]  J. Bierau,et al.  Quantitative UPLC-MS/MS analysis of underivatised amino acids in body fluids is a reliable tool for the diagnosis and follow-up of patients with inborn errors of metabolism. , 2009, Clinica chimica acta; international journal of clinical chemistry.

[89]  M. Baldwin Protein Identification by Mass Spectrometry , 2004, Molecular & Cellular Proteomics.

[90]  Jennifer N. Sutton,et al.  Low‐molecular‐weight human serum proteome using ultrafiltration, isoelectric focusing, and mass spectrometry , 2004, Electrophoresis.

[91]  Joanna L. Richens,et al.  Avoiding nonspecific interactions in studies of the plasma proteome: practical solutions to prevention of nonspecific interactions for label-free detection of low-abundance plasma proteins. , 2009, Journal of proteome research.

[92]  R. Bischoff,et al.  An automated on-line multidimensional HPLC system for protein and peptide mapping with integrated sample preparation. , 2002, Analytical chemistry.

[93]  H. Zou,et al.  Technologies and methods for sample pretreatment in efficient proteome and peptidome analysis , 2008, Proteomics.

[94]  K. Sandra,et al.  Highly efficient peptide separations in proteomics Part 1. Unidimensional high performance liquid chromatography. , 2008, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[95]  Yusuke Nakamura,et al.  A Comprehensive Peptidome Profiling Technology for the Identification of Early Detection Biomarkers for Lung Adenocarcinoma , 2011, PloS one.

[96]  S. Piersma,et al.  High-throughput and targeted in-depth mass spectrometry-based approaches for biofluid profiling and biomarker discovery. , 2007, Biomarkers in medicine.

[97]  S. Cologna,et al.  Combining isoelectric point-based fractionation, liquid chromatography and mass spectrometry to improve peptide detection and protein identification , 2010, Journal of the American Society for Mass Spectrometry.

[98]  John R Yates,et al.  Multidimensional separations for protein/peptide analysis in the post-genomic era. , 2002, BioTechniques.

[99]  Serge Rudaz,et al.  New trends in fast and high-resolution liquid chromatography: a critical comparison of existing approaches , 2010, Analytical and bioanalytical chemistry.

[100]  Frank T Peters,et al.  Recent advances of liquid chromatography-(tandem) mass spectrometry in clinical and forensic toxicology. , 2011, Clinical biochemistry.

[101]  A. Vlahou,et al.  Analysis of secreted proteins for the study of bladder cancer cell aggressiveness. , 2010, Journal of proteome research.

[102]  T. Steinberg Chapter 31 Protein Gel Staining Methods , 2009 .

[103]  Rency S Varghese,et al.  Enrichment of low molecular weight fraction of serum for MS analysis of peptides associated with hepatocellular carcinoma , 2006, Proteomics.

[104]  S. Mohammed,et al.  In-depth Quantitative Cardiac Proteomics Combining Electron Transfer Dissociation and the Metalloendopeptidase Lys-N with the SILAC Mouse* , 2011, Molecular & Cellular Proteomics.

[105]  T. Rabilloud,et al.  Toward a better analysis of secreted proteins: the example of the myeloid cells secretome , 2007, Proteomics.

[106]  P. Predki,et al.  Identification and quantification of proteins differentially secreted by a pair of normal and malignant breast‐cancer cell lines , 2009, Proteomics.

[107]  M. Mann,et al.  Trypsin Cleaves Exclusively C-terminal to Arginine and Lysine Residues*S , 2004, Molecular & Cellular Proteomics.

[108]  L. Bougueleret,et al.  Effective depletion of albumin using a new peptide‐based affinity medium , 2005, Proteomics.

[109]  A. Vlahou,et al.  Secretome proteomics for discovery of cancer biomarkers. , 2010, Journal of proteomics.

[110]  M. Dunn,et al.  Comparative analysis of OFFGel, strong cation exchange with pH gradient, and RP at high pH for first‐dimensional separation of peptides from a membrane‐enriched protein fraction , 2009, Proteomics.

[111]  M. Thevis,et al.  In-gel derivatization of proteins for cysteine-specific cleavages and their analysis by mass spectrometry. , 2003, Journal of proteome research.

[112]  E. Diamandis,et al.  Identification of Five Candidate Lung Cancer Biomarkers by Proteomics Analysis of Conditioned Media of Four Lung Cancer Cell Lines* , 2009, Molecular & Cellular Proteomics.

[113]  J. Rossier,et al.  Protein purification by Off‐Gel electrophoresis , 2002, Proteomics.

[114]  K. Evans,et al.  Precipitation and selective extraction of human serum endogenous peptides with analysis by quadrupole time-of-flight mass spectrometry reveals posttranslational modifications and low-abundance peptides , 2010, Analytical and bioanalytical chemistry.

[115]  John R Yates,et al.  Mass spectrometry in high-throughput proteomics: ready for the big time , 2010, Nature Methods.

[116]  D. Desiderio,et al.  Human cerebrospinal fluid peptidomics. , 2005, Journal of mass spectrometry : JMS.

[117]  R. Aebersold,et al.  Mass spectrometry-based proteomics , 2003, Nature.

[118]  K. Anderson,et al.  An introduction to methods for analyzing thiols and disulfides: Reactions, reagents, and practical considerations. , 2009, Analytical biochemistry.

[119]  H. Zou,et al.  Comprehensive peptidome analysis of mouse livers by size exclusion chromatography prefractionation and nanoLC-MS/MS identification. , 2007, Journal of proteome research.

[120]  F. Regnier,et al.  Structure specific chromatographic selection in targeted proteomics. , 2005, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[121]  A. Grabski Advances in preparation of biological extracts for protein purification. , 2009, Methods in enzymology.

[122]  Linfeng Wu,et al.  Overcoming the dynamic range problem in mass spectrometry-based shotgun proteomics , 2006, Expert review of proteomics.

[123]  B. Incledon,et al.  Optimization of protein precipitation based upon effectiveness of protein removal and ionization effect in liquid chromatography-tandem mass spectrometry. , 2003, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.