Molecular & Cellular Proteomics · 2012 · 209 citations · 34 references
Life SciencesBiochemistryImmunologyImmunotechnologyMonoclonal AntibodiesProteomicsAntibody CharacterizationAntibody DiscoveryAntibody ScreeningAntibody-antigen RecognitionEpitope MappingProtein MicroarraysAntibodiesAntibody Epitope MappingAntibody Specificity AnalysisAntigen ArraysLinear Epitope MappingLinear EpitopesPeptide MicroarraysPolyclonal Antibodies
Antibodies empower numerous important scientific, clinical, diagnostic, and industrial applications. Ideally, the epitope(s) targeted by an antibody should be identified and characterized, thereby establishing antibody reactivity, highlighting possible cross-reactivities, and perhaps even warning against unwanted (e.g. autoimmune) reactivities. Antibodies target proteins as either conformational or linear epitopes. The latter are typically probed with peptides, but the cost of peptide screening programs tends to prohibit comprehensive specificity analysis. To perform high-throughput, high-resolution mapping of linear antibody epitopes, we have used ultrahigh-density peptide microarrays generating several hundred thousand different peptides per array. Using exhaustive length and substitution analysis, we have successfully examined the specificity of a panel of polyclonal antibodies raised against linear epitopes of the human proteome and obtained very detailed descriptions of the involved specificities. The epitopes identified ranged from 4 to 12 amino acids in size. In general, the antibodies were of exquisite specificity, frequently disallowing even single conservative substitutions. In several cases, multiple distinct epitopes could be identified for the same target protein, suggesting an efficient approach to the generation of paired antibodies. Two alternative epitope mapping approaches identified similar, although not necessarily identical, epitopes. These results show that ultrahigh-density peptide microarrays can be used for linear epitope mapping. With an upper theoretical limit of 2,000,000 individual peptides per array, these peptide microarrays may even be used for a systematic validation of antibodies at the proteomic level. Antibodies empower numerous important scientific, clinical, diagnostic, and industrial applications. Ideally, the epitope(s) targeted by an antibody should be identified and characterized, thereby establishing antibody reactivity, highlighting possible cross-reactivities, and perhaps even warning against unwanted (e.g. autoimmune) reactivities. Antibodies target proteins as either conformational or linear epitopes. The latter are typically probed with peptides, but the cost of peptide screening programs tends to prohibit comprehensive specificity analysis. To perform high-throughput, high-resolution mapping of linear antibody epitopes, we have used ultrahigh-density peptide microarrays generating several hundred thousand different peptides per array. Using exhaustive length and substitution analysis, we have successfully examined the specificity of a panel of polyclonal antibodies raised against linear epitopes of the human proteome and obtained very detailed descriptions of the involved specificities. The epitopes identified ranged from 4 to 12 amino acids in size. In general, the antibodies were of exquisite specificity, frequently disallowing even single conservative substitutions. In several cases, multiple distinct epitopes could be identified for the same target protein, suggesting an efficient approach to the generation of paired antibodies. Two alternative epitope mapping approaches identified similar, although not necessarily identical, epitopes. These results show that ultrahigh-density peptide microarrays can be used for linear epitope mapping. With an upper theoretical limit of 2,000,000 individual peptides per array, these peptide microarrays may even be used for a systematic validation of antibodies at the proteomic level. The immune system is endowed with a highly diverse repertoire of antibodies capable of targeting virtually any molecular structure. As specific affinity reagents, antibodies have become indispensable tools with a wide range of scientific and diagnostic applications (1Gloriam D.E. Orchard S. Bertinetti D. Bjorling E. Bongcam-Rudloff E. Borrebaeck C.A. Bourbeillon J. Bradbury A.R. de Daruvar A. Dubel S. Frank R. Gibson T.J. Gold L. Haslam N. Herberg F.W. Hiltke T. Hoheisel J.D. Kerrien S. Koegl M. Konthur Z. Korn B. Landegren U. Montecchi-Palazzi L. Palcy S. Rodriguez H. Schweinsberg S. Sievert V. Stoevesandt O. Taussig M.J. Ueffing M. Uhlen M. van der Maarel S. Wingren C. Woollard P. Sherman D.J. Hermjakob H. A community standard format for the representation of protein affinity reagents.Mol. Cell. Proteomics. 2010; 9: 1-10Abstract Full Text Full Text PDF PubMed Scopus (31) Google Scholar, 2Dubel S. Stoevesandt O. Taussig M.J. Hust M. Generating recombinant antibodies to the complete human proteome.Trends Biotechnol. 2010; 28: 333-339Abstract Full Text Full Text PDF PubMed Scopus (84) Google Scholar). Thus, antibodies are the main priority of several recent initiatives such as the Human Protein Atlas (3Uhlen M. Oksvold P. Fagerberg L. Lundberg E. Jonasson K. Forsberg M. Zwahlen M. Kampf C. Wester K. Hober S. Wernerus H. Bjorling L. Ponten F. Towards a knowledge-based Human Protein Atlas.Nat. Biotechnol. 2010; 28: 1248-1250Crossref PubMed Scopus (1708) Google Scholar) and the ProteomeBinders consortium (4Taussig M.J. Stoevesandt O. Borrebaeck C.A. Bradbury A.R. Cahill D. Cambillau C. de Daruvar A. Dubel S. Eichler J. Frank R. Gibson T.J. Gloriam D. Gold L. Herberg F.W. Hermjakob H. Hoheisel J.D. Joos T.O. Kallioniemi O. Koegl M. Konthur Z. Korn B. Kremmer E. Krobitsch S. Landegren U. van der Maarel S. McCafferty J. Muyldermans S. Nygren P.A. Palcy S. Pluckthun A. Polic B. Przybylski M. Saviranta P. Sawyer A. Sherman D.J. Skerra A. Templin M. Ueffing M. Uhlen M. ProteomeBinders: planning a European resource of affinity reagents for analysis of the human proteome.Nat. Methods. 2007; 4: 13-17Crossref PubMed Scopus (210) Google Scholar, 5Uhlen M. Graslund S. Sundstrom M. A pilot project to generate affinity reagents to human proteins.Nat. Methods. 2008; 5: 854-855Crossref PubMed Scopus (24) Google Scholar) and of efforts to generate antibodies against cancer-related targets (6Sahin U. Tureci O. Pfreundschuh M. Serological identification of human tumor antigens.Curr. Opin. Immunol. 1997; 9: 709-716Crossref PubMed Scopus (279) Google Scholar, 7Haab B.B. Paulovich A.G. Anderson N.L. Clark A.M. Downing G.J. Hermjakob H. Labaer J. Uhlen M. A reagent resource to identify proteins and peptides of interest for the cancer community: a workshop report.Mol. Cell. Proteomics. 2006; 5: 1996-2007Abstract Full Text Full Text PDF PubMed Scopus (66) Google Scholar), all of which aim to systematically generate affinity reagents, thereby facilitating the study of proteins and their role in biology and disease. As therapeutic agents, monoclonal antibodies have emerged as essential drugs with a wide range of clinical applications, making monoclonal antibodies one of the highest priorities of the pharmaceutical industry (8Reichert J.M. Valge-Archer V.E. Development trends for monoclonal antibody cancer therapeutics.Nat. Rev. Drug Discov. 2007; 6: 349-356Crossref PubMed Scopus (332) Google Scholar, 9Piggee C. Therapeutic antibodies coming through the pipeline.Anal. Chem. 2008; 80: 2305-2310Crossref PubMed Scopus (31) Google Scholar, 10Scolnik P.A. mAbs: a business perspective.MAbs. 2009; 1: 179-184Crossref PubMed Scopus (86) Google Scholar, 11Beck A. Wurch T. Bailly C. Corvaia N. Strategies and challenges for the next generation of therapeutic antibodies.Nat. Rev. Immunol. 2010; 10: 345-352Crossref PubMed Scopus (670) Google Scholar). The efficiency, accuracy, and safety of these antibody-mediated applications depend crucially on the selected antibodies being directed against the intended, and not against any unintended, target structure(s) (12Brennan D.J. O'Connor D.P. Rexhepaj E. Ponten F. Gallagher W.M. Antibody-based proteomics: fast-tracking molecular diagnostics in oncology.Nat. Rev. Cancer. 2010; 10: 605-617Crossref PubMed Scopus (165) Google Scholar). Specificity, the quintessential characteristic of an antibody, is therefore not only of scientific interest, but also of considerable practical importance. For any antibody-based application, the establishment of specificity constitutes an important aspect of the validation process. Traditionally, the specificity of an antibody is examined in one or more in vitro assays (ELISA, Western blot, immunohistochemistry, flow cytometry, surface plasmon resonance, and many more (12Brennan D.J. O'Connor D.P. Rexhepaj E. Ponten F. Gallagher W.M. Antibody-based proteomics: fast-tracking molecular diagnostics in oncology.Nat. Rev. Cancer. 2010; 10: 605-617Crossref PubMed Scopus (165) Google Scholar, 13Kurien B.T. Dorri Y. Dillon S. Dsouza A. Scofield R.H. An overview of Western blotting for determining antibody specificities for immunohistochemistry.Methods Mol. Biol. 2011; 717: 55-67Crossref PubMed Scopus (44) Google Scholar, 14Warford A. Flack G. Conquer J.S. Zola H. McCafferty J. Assessing the potential of for systematic Immunol. Methods. 2007; PubMed Scopus Google Ideally, the epitope should be is possible to more a and of the epitope is on the the same antibody and specificity in but not in is a Mol. Biol. 2009; PubMed Scopus Google Scholar). An important aspect of the specificity of an antibody is to the of the epitope that the antibody with (12Brennan D.J. O'Connor D.P. Rexhepaj E. Ponten F. Gallagher W.M. Antibody-based proteomics: fast-tracking molecular diagnostics in oncology.Nat. Rev. Cancer. 2010; 10: 605-617Crossref PubMed Scopus (165) Google Scholar). Ideally, one to the of the in for protein 5: PubMed Scopus Google Scholar, G. T.J. A. R. of Biol. 2010; PubMed Scopus Google Scholar, K. A.M. D.J. of the of and in with the PubMed Scopus Google Scholar) or used analysis of epitope substitution used analysis of epitope substitution such efforts are and to have a and epitope mapping such as S. mapping by of Mol. Biol. 2009; PubMed Scopus Google Scholar) or in the or of antibody N. E. G. A. Y. J. protein Methods. 2008; 5: PubMed Scopus Google Scholar), directed recombinant in approaches N. E. G. A. Y. J. protein Methods. 2008; 5: PubMed Scopus Google Scholar, M. Stoevesandt O. Taussig M.J. In of protein Opin. Biotechnol. 2008; PubMed Scopus Google of protein and peptide have (12Brennan D.J. O'Connor D.P. Rexhepaj E. Ponten F. Gallagher W.M. Antibody-based proteomics: fast-tracking molecular diagnostics in oncology.Nat. Rev. Cancer. 2010; 10: 605-617Crossref PubMed Scopus (165) Google Scholar). of epitope is for the of antibodies used in and is a for and to epitopes. The of such also the of paired antibodies that to of an thereby one antibody to the results of (12Brennan D.J. O'Connor D.P. Rexhepaj E. Ponten F. Gallagher W.M. Antibody-based proteomics: fast-tracking molecular diagnostics in oncology.Nat. Rev. Cancer. 2010; 10: 605-617Crossref PubMed Scopus (165) Google Scholar, B. B. U. H. C. Lundberg E. Ponten F. A. J. J.M. P. C. Uhlen M. of antibodies on affinity of polyclonal 2011; PubMed Scopus Google Scholar). analysis of protein epitope single substitution analysis analysis of protein epitope single substitution analysis important immune and many of the used to antibody specificity are for protein Traditionally, protein epitopes have epitopes, which that the protein be or epitopes, which may be by peptides the complete of the target is a Mol. Biol. 2009; PubMed Scopus Google Scholar). The mapping of linear epitopes on the peptide the for the epitope and the of the specificity analysis (e.g. and amino or The of peptides can be making the cost of peptides and the of of peptides a of the of linear epitopes. standard peptide can only to a hundred single peptides although to peptides have in on a H. K. as a to study Mol. Biol. 2011; PubMed Scopus Google Scholar, R. The peptide on and Immunol. Methods. PubMed Scopus Google Scholar, P. antibody of through peptide Cell. Proteomics. 2011; Full Text Full Text PDF PubMed Scopus Google Scholar) the In to assays on the L. A.M. K. P.A. R. In of a with a peptide Immunol. Methods. PubMed Scopus Google Scholar), such peptides can be and and P. antibody of through peptide Cell. Proteomics. 2011; Full Text Full Text PDF PubMed Scopus Google Scholar). As to peptides, van van M. H. of on proteins epitope PubMed Scopus Google Scholar), J. J. B. Uhlen M. S. mapping of antibodies surface Methods. 2008; 5: PubMed Scopus Google Scholar), and G. epitope mapping of antibodies through and surface Mol. Biol. PubMed Scopus Google Scholar) have used to of van van M. H. of on proteins epitope PubMed Scopus Google Scholar) or of peptides E. R. A. epitopes on protein PubMed Scopus Google Scholar). These can generate of peptides protein and at in cases, conformational epitopes is a Mol. Biol. 2009; PubMed Scopus Google Scholar, P. M. protein affinity reagents by peptide on Chem. 2009; PubMed Scopus Google Scholar, P. J. R.H. and of multiple peptide for of protein 6: PubMed Scopus Google Scholar, C. T. S. G. on Chem. Biol. 2009; 5: PubMed Scopus Google Scholar). of these the of of the peptide and the for of of these are with peptide we the on the of ultrahigh-density peptide microarrays to antibody specificities in mapping the specificity of polyclonal antibodies raised against linear protein epitopes. a and exhaustive analysis of the length and a detailed analysis of the specificity of these antibodies. that specificity analysis of linear epitopes ultrahigh-density peptide microarrays the human proteome is for of the were with in for at The were in and and of the microarrays on the the amino of as the were by a S. Y. C. F. F. of microarrays a Biotechnol. PubMed Scopus Google Scholar) in which with an of A. H. P. for and 1997; Scopus Google Scholar, C. of amino Scopus Google Scholar) amino on a surface in to the of the be but the were and the surface In of amino the amino acids were to in of the in The were standard acids with in of the in all were in in and by S. N. D. T. of peptide a 5: PubMed Scopus (31) Google Scholar) as the in with The all amino acids to the peptide of in for at polyclonal antibodies were to a of in were and in a of and in and for at with polyclonal epitope antibodies as the were for at with as a of the were an with an from and the analysis the for a of the as J. J. B. Uhlen M. S. mapping of antibodies surface Methods. 2008; 5: PubMed Scopus Google Scholar). the different were and the were to generate These were and the and of of the were with antibody in of were and with antibodies and for and of analysis peptides were and to the target protein were by a S. Y. C. F. F. of microarrays a Biotechnol. PubMed Scopus Google Scholar) and peptide a with to project A. H. P. for and 1997; Scopus Google Scholar, C. of amino Scopus Google Scholar) amino on a surface in to the the next amino should the peptide with standard amino acids and the with all in a S. N. D. T. of peptide a 5: PubMed Scopus (31) Google Scholar) peptides to be in of the peptide all were the peptides to the through their by a in or by as as one could be the of different peptides that can be with the to be 2,000,000 on a surface of are to amino acids of proteins that have selected to be as as possible to all proteins in the that aim to be and specific of the proteins in A. Hober S. Uhlen M. A human protein on antibody Opin. Mol. 2006; Google Scholar). As of the Human Protein Atlas A. Hober S. Uhlen M. A human protein on antibody Opin. Mol. 2006; Google Scholar), polyclonal antibodies were raised against which were in E. and the antibodies were the same as used for The specificities of the antibodies were with protein microarrays and by Western blotting of of human and not and the generation of antibodies specific for linear epitopes. polyclonal antibodies could target multiple epitopes the of an protein in an we have a polyclonal antibody to a and distinct of target protein, suggesting that of a target may be J. J. B. Uhlen M. S. mapping of antibodies surface Methods. 2008; 5: PubMed Scopus Google Scholar, B. J. S. H. J. Uhlen M. epitopes of antibodies the human Biotechnol. 2010; PubMed Scopus Google Scholar). The ultrahigh-density peptide used to the specificities of polyclonal antibodies A. Hober S. Uhlen M. A human protein on antibody Opin. 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L. J. 9: analysis of PubMed Scopus Google Scholar) for to or more of the from to which of the from the of For the the of the and not from the In the for and the were that a with an of a in the of Thus, the epitope could be as the the are and any are by a the epitope the could be as the the from to by from to With a representation of the individual a and and the specificities of these were and the of these polyclonal antibodies of the even single conservative substitutions. 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S. mapping of antibodies surface Methods. 2008; 5: PubMed Scopus Google Scholar). are with the antibody of interest and by of flow cytometry, and the by the are In the peptides with the in were to with with the polyclonal with reagent and with B. J. S. H. J. Uhlen M. epitopes of antibodies the human Biotechnol. 2010; PubMed Scopus Google Scholar). For of the polyclonal obtained with these could be with obtained with the peptide approach of through the surface or approaches the identified by the length approach in with at amino which the epitope length for these antibodies in Thus, the different approaches could have identified the same epitopes. 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Mol. 2006; Google Scholar). with analysis the for peptide is not to the of peptides to identify and on or approaches be by these The to several hundred thousand peptides to the specificity of polyclonal antibodies exhaustive and high-resolution length and to the identification of one or more epitopes for of these polyclonal antibody of the antibodies only one epitope on their of the antibodies multiple epitopes to epitopes per that antibodies a polyclonal can be and used to identify linear peptide epitopes and that polyclonal being to target epitopes the to a and distinct suggesting that the of the target is J. J. B. Uhlen M. S. mapping of antibodies surface Methods. 2008; 5: PubMed Scopus Google Scholar, B. J. S. H. J. 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Biol. 2009; PubMed Scopus Google epitopes be to be in peptide In of epitopes, to be a peptide be to in of epitopes. In is that have that peptide can a antibody target P. M. protein affinity reagents by peptide on Chem. 2009; PubMed Scopus Google Scholar). In of a epitope can be by peptide on is possible to generate the in either the peptide or A should be possible to many (e.g. that the and specificity of linear peptide epitopes can be identified through a In the all or peptides from the target are which the peptides are selected for with in the A of in the to be and the could be one or a amino can be in the for which an exhaustive analysis of the amino acids at for epitope that the identification of important in a linear epitope can be obtained from single with only one or amino Thus, an even alternative be to a length with a single amino substitution a In a target with a length of amino acids peptide with an of one a single amino of peptide the of peptides be to generate of and such a peptide be to all the peptides for of In ultrahigh-density peptide microarrays to several comprehensive of peptide and analysis to identify a polyclonal distinct peptide epitopes, should even be possible to these peptides to affinity multiple paired antibody to of an thereby one antibody to the results of (12Brennan D.J. O'Connor D.P. Rexhepaj E. Ponten F. Gallagher W.M. Antibody-based proteomics: fast-tracking molecular diagnostics in oncology.Nat. Rev. Cancer. 2010; 10: 605-617Crossref PubMed Scopus (165) Google Scholar). also the for proteome peptide all peptide in the proteome can be by peptides through the proteome a peptide length of and by 12 amino that a peptide the proteome is is the and of and with
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