Characterization of SH2−Ligand Interactions via LibraryAffinity Selection with Mass Spectrometric Detection
Abstract
Synthetic combinatorial libraries have proven to be a valuable source of diverse structures useful for large-scale biochemical screening. Their use has greatly facilitated the study of protein-protein interactions. We have developed a practical technique for screening such libraries by integrating affinity chromatography selection with electrospray ionization mass spectrometric detection, referred to as library affinity selection-mass spectrometry (LAS-MS). The process allows for rapid and efficient screening of solution phase libraries and provides detailed information such as the relative affinities of substrates. The method is generally applicable to include nonpeptide libraries; moreover, electrospray tandem mass spectrometry (ES-MS/MS) yields sequence-specific identification of individual components without the need for chemical tags. This technique is demonstrated using the Src homology 2 (SH2) domain of phosphatidylinositol 3-kinase (PI 3-kinase). The critical importance of methionine in the position +3 (relative to the phosphotyrosine position) is demonstrated in a library built with a phosphotyrosine mimic, (phosphonodifluoromethyl)phenylalanine. The described method has broad applicability to combinatorial library screening.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Native MS detects ligands directly bound to a protein, whereas affinity MS approaches typically measure ligand binding indirectly as free compounds.
“An important difference between native MS and affinity MS is that native MS detects ligands directly bound to a protein, whereas affinity MS approaches typically measure ligand binding indirectly as free compounds.”
From Native metabolomics identifies the rivulariapeptolide family of protease inhibitors (2022) · cites this paper as [24]
Cites
Houghten, R. A., Pinilla, C., Blondelle, S. E., Appel, J. R., Dooley, C. T., & Cuervo, J. H. (1991) · Nature · doi:10.1038/354084a0 · Cited by 1,327 · see citing works
Gordon, E. M., Barrett, R. W., Dower, W. J., Fodor, S. P. A., & Gallop, M. A. (1994) · Journal of Medicinal Chemistry · doi:10.1021/jm00036a001 · Cited by 1,142 · see citing works
Gallop, M. A., Barrett, R. W., Dower, W. J., Fodor, S. P. A., & Gordon, E. M. (1994) · Journal of Medicinal Chemistry · doi:10.1021/jm00035a001 · Cited by 1,135 · see citing works
Schlessinger, J. (1994) · Current Opinion in Genetics & Development · doi:10.1016/0959-437x(94)90087-6 · Cited by 454 · see citing works
Youngquist, R. S., Fuentes, G. R., Lacey, M. P., & Keough, T. W. (1995) · Journal of the American Chemical Society · doi:10.1021/ja00119a002 · Cited by 219 · see citing works
Erratum: Ancient oceans, ice sheets and the hydrological cycle on Mars
Baker, V. R., STROM, R. G., Gulick, V. C., Kargel, J. S., Komatsu, G., & Kale, V. S. (1991) · Nature · doi:10.1038/354086a0 · Cited by 114 · see citing works
Pinilla, C., Appel, J. R., & Houghten, R. A. (1993) · Gene · doi:10.1016/0378-1119(93)90155-v · Cited by 37 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
The SH2 domain: versatile signaling module and pharmaceutical target.
Machida, K., & Mayer, B. (2005) · Biochimica et Biophysica Acta · doi:10.1016/j.bbapap.2004.10.005 · Cited by 218 · see citing works
Pulsed Ultrafiltration Mass Spectrometry: A New Method for Screening Combinatorial Libraries
van Breemen, R. B., Huang, C.-R., Nikolic, D., Woodbury, C. P., Zhao, Y.-Z., & Venton, D. L. (1997) · Analytical Chemistry · doi:10.1021/ac970132j · Cited by 167 · see citing works
Protein phosphorylation: technologies for the identification of phosphoamino acids
Yan, J. X., Packer, N. H., Gooley, A. A., & Williams, K. L. (1998) · Journal of Chromatography A · doi:10.1016/s0021-9673(98)00115-0 · Cited by 149 · see citing works
Mass Spectrometry Innovations in Drug Discovery and Development
Papac, D. I., & Shahrokh, Z. (2001) · Pharmaceutical Research · doi:10.1023/a:1011049231231 · Cited by 104 · see citing works
Annis, D. A., Athanasopoulos, J., Curran, P. J., Felsch, J. S., Kalghatgi, K., Lee, W. H., Nash, H. M., Orminati, J.-P. A., Rosner, K. E., Shipps, G. W., et al. (2004) · International Journal of Mass Spectrometry · doi:10.1016/j.ijms.2003.11.022 · Cited by 100 · see citing works
Measuring protein—protein interactions
Lakey, J. H., & Raggett, E. M. (1998) · Current Opinion in Structural Biology · doi:10.1016/s0959-440x(98)80019-5 · Cited by 96 · see citing works
Immunoaffinity Ultrafiltration with Ion Spray HPLC/MS for Screening Small-Molecule Libraries
Wieboldt, R., Zweigenbaum, J. A., & Henion, J. D. (1997) · Analytical Chemistry · doi:10.1021/ac9610265 · Cited by 85 · see citing works
Biochemical applications of mass spectrometry in pharmaceutical drug discovery
Geoghegan, K. F., & Kelly, M. A. (2004) · Mass Spectrometry Reviews · doi:10.1002/mas.20019 · Cited by 77 · see citing works
Self-citationEvaluation of Cyclooxygenase-2 Inhibitors Using Pulsed Ultrafiltration Mass Spectrometry
Nikolic, D. S., Habibi‐Goudarzi, S., Corley, D. G., Gafner, S., Pezzuto, J. M., & van Breemen, R. B. (2000) · Analytical Chemistry · doi:10.1021/ac0000980 · Cited by 72 · see citing works
Chan, N. W. C., Lewis, D. F., Rosner, P. J., Kelly, M. A., & Schriemer, D. C. (2003) · Analytical Biochemistry · doi:10.1016/s0003-2697(03)00193-3 · Cited by 72 · see citing works
Self-citationMass spectrometry in combinatorial chemistry
Enjalbal, C., Martínez, J., & Aubagnac, J. (2000) · Mass Spectrometry Reviews · doi:10.1002/1098-2787(200005/06)19:3 · Cited by 69 · see citing works
Huyer, G., Kelly, J., Moffat, J., Zamboni, R. J., Jia, Z., Gresser, M. J., & Ramachandran, C. (1998) · Analytical Biochemistry · doi:10.1006/abio.1997.2541 · Cited by 67 · see citing works
Mass spectrometry-based biochemical assays for enzyme-inhibitor screening
de Boer, A. R., Lingeman, H., Niessen, W. M. A., & Irth, H. (2007) · TrAC Trends in Analytical Chemistry · doi:10.1016/j.trac.2007.08.004 · Cited by 66 · see citing works
Impact of mass spectrometry on combinatorial chemistry
Süßmuth, R. D., & Jung, G. (1999) · Journal of Chromatography B Biomedical Sciences and Applications · doi:10.1016/s0378-4347(98)00513-1 · Cited by 64 · see citing works
Mass spectrometry and immobilized enzymes for the screening of inhibitor libraries
Cancilla, M. T., Leavell, M. D., Chow, J., & Leary, J. A. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.220403997 · Cited by 61 · see citing works
Zhao, Y.-Z., van Breemen, R. B., Nikolic, D. S., Huang, C., Woodbury, C. P., Schilling, A. B., & Venton, D. L. (1997) · Journal of Medicinal Chemistry · doi:10.1021/jm960729b · Cited by 61 · see citing works
Inhibitor Screening Using Immobilized Enzyme Reactor Chromatography/Mass Spectrometry
Hodgson, R. J., Besanger, T. R., Brook, M. A., & Brennan, J. D. (2005) · Analytical Chemistry · doi:10.1021/ac050761q · Cited by 60 · see citing works
Biomedical and Biological Mass Spectrometry
Mano, N., & Goto, J. (2003) · Analytical Sciences · doi:10.2116/analsci.19.3 · Cited by 59 · see citing works
Blom, K. F., Larsen, B. S., & McEwen, C. N. (1998) · Journal of Combinatorial Chemistry · doi:10.1021/cc980010k · Cited by 57 · see citing works
Lange, G., Lesuisse, D., Deprez, P., Schoot, B. M., Loenze, P., Bénard, D., Marquette, J.-P., Broto, P., Sarubbi, E., & Mandine, E. (2003) · Journal of Medicinal Chemistry · doi:10.1021/jm020970s · Cited by 56 · see citing works
de Boer, A. R., Alcaide‐Hidalgo, J. M., Krabbe, J. G., Kolkman, J., Boas, C. N. V. E., Niessen, W. M. A., Lingeman, H., & Irth, H. (2005) · Analytical Chemistry · doi:10.1021/ac0510282 · Cited by 53 · see citing works
Analysis and screening of combinatorial libraries using mass spectrometry
Shin, Y. G., & van Breemen, R. B. (2001) · Biopharmaceutics & Drug Disposition · doi:10.1002/bdd.278 · Cited by 50 · see citing works
Native metabolomics identifies the rivulariapeptolide family of protease inhibitors
Reher, R., Aron, A. T., Fajtová, P., Stincone, P., Wagner, B., Pérez-Lorente, A. I., Liu, C., Shalom, I. Y. B., Bittremieux, W., Wang, M., et al. (2022) · Nature Communications · doi:10.1038/s41467-022-32016-6 · Cited by 53 · see citing works
Lyubarskaya, Y. V., Carr, S. A., Dunnington, D. J., Prichett, W. P., Fisher, S. M., Appelbaum, E. R., Jones, C. S., & Karger, B. L. (1998) · Analytical Chemistry · doi:10.1021/ac980330q · Cited by 45 · see citing works
Solid-phase synthesis of acridine-based threading intercalator peptides
Carlson, C. B., & Beal, P. A. (2000) · Bioorganic & Medicinal Chemistry Letters · doi:10.1016/s0960-894x(00)00388-7 · Cited by 42 · see citing works
Strategic Use of Affinity-Based Mass Spectrometry Techniques in the Drug Discovery Process
Kelly, M. A., McLellan, T. J., & Rosner, P. J. (2001) · Analytical Chemistry · doi:10.1021/ac010569y · Cited by 42 · see citing works
Self-citationCompetitive Binding Assays Made Easy with a Native Marker and Mass Spectrometric Quantification
Höfner, G. C., & Wanner, K. T. (2003) · Angewandte Chemie International Edition · doi:10.1002/anie.200351806 · Cited by 40 · see citing works
Continuous-Flow, On-Line Monitoring of Biospecific Interactions Using Electrospray Mass Spectrometry
Hogenboom, A. C., de Boer, A. R., Derks, R. J. E., & Irth, H. (2001) · Analytical Chemistry · doi:10.1021/ac010026o · Cited by 37 · see citing works
Hop, C. E. C. A., & Bakhtiar, R. (1997) · Biospectroscopy · doi:10.1002/(sici)1520-6343(1997)3:4 · Cited by 36 · see citing works
Methods of screening combinatorial libraries using immobilized or restrained receptors
Woodbury, C. P., & Venton, D. L. (1999) · Journal of Chromatography B Biomedical Sciences and Applications · doi:10.1016/s0378-4347(99)00006-7 · Cited by 33 · see citing works
Solid-Phase Synthesis of Acridine−Peptide Conjugates and Their Analysis by Tandem Mass Spectrometry
Carlson, C. B., & Beal, P. A. (2000) · Organic Letters · doi:10.1021/ol005809v · Cited by 32 · see citing works
Multidimensional chromatography coupled with mass spectrometry for target-based screening
Hsieh, Y. L., Gordon, N. F., Regnier, F. E., Afeyan, N. B., Martin, S. A., & Vella, G. J. (1997) · Molecular Diversity · doi:10.1007/bf01715634 · Cited by 24 · see citing works
Unravelling seemingly complex chemistry of reactions using electrospray ionization mass spectrometry
Bakhtiar, R., & Hop, C. E. C. A. (1999) · Journal of Physical Organic Chemistry · doi:10.1002/(sici)1099-1395(199907)12:7 · Cited by 23 · see citing works
Schlosser, G., Vékey, K., Malorni, A., & Pòcsfalvi, G. (2005) · Rapid Communications in Mass Spectrometry · doi:10.1002/rcm.2193 · Cited by 19 · see citing works
Hughes, I. (1998) · Journal of Medicinal Chemistry · doi:10.1021/jm9800954 · Cited by 19 · see citing works
Screening combinatorial libraries
Venton, D. L., & Woodbury, C. P. (1999) · Chemometrics and Intelligent Laboratory Systems · doi:10.1016/s0169-7439(99)00009-x · Cited by 18 · see citing works
Jiang, Y., & Lee, C. S. (2001) · Journal of Mass Spectrometry · doi:10.1002/jms.168 · Cited by 18 · see citing works
Höfner, G. C., & Wanner, K. T. (2003) · Angewandte Chemie · doi:10.1002/ange.200351806 · Cited by 15 · see citing works
Affinity Selection from Synthetic Peptide Libraries Enabled by De Novo MS/MS Sequencing
Koh, L. Q., Lim, Y. W., & Gates, Z. P. (2022) · International Journal of Peptide Research and Therapeutics · doi:10.1007/s10989-022-10370-9 · Cited by 11 · see citing works
Understanding the cellular uptake of phosphopeptides
Allentoff, A. J., Mandiyan, S., Liang, H., Yuryev, A., Vlattas, I., Duelfer, T., Sytwu, I.-I., & Wennogle, L. P. (1999) · Cell Biochemistry and Biophysics · doi:10.1007/bf02738168 · Cited by 10 · see citing works
Self-citationApplications of mass spectrometry to signal transduction
Resing, K. A., & Ahn, N. G. (1999) · Progress in Biophysics and Molecular Biology · doi:10.1016/s0079-6107(98)00048-0 · Cited by 9 · see citing works
What mass spectrometry can reveal about protein function
Wu, Y., & Engen, J. R. (2004) · The Analyst · doi:10.1039/b316341e · Cited by 8 · see citing works
Driving Affinity Selection by Centrifugal Force
Harlan, J. E., Egan, D. A., Ladror, U. S., Snyder, S. W., Tang, M., BUKO, A. M., & Holzman, T. F. (2003) · Assay and Drug Development Technologies · doi:10.1089/154065803322302763 · Cited by 8 · see citing works
Immunoaffinity screening with capillary electrochromatography
Mayer, M., Muscate, A., Vogel, H., Ehrat, M., & Bruin, G. J. M. (2002) · Electrophoresis · doi:10.1002/1522-2683(200205)23:9 · Cited by 7 · see citing works
DIRECT DECONVOLUTION TECHNIQUES FOR POOL LIBRARIES OF SMALL ORGANIC MOLECULES*
Seneci, P. (2001) · Journal of Receptors and Signal Transduction · doi:10.1081/rrs-100107924 · Cited by 6 · see citing works
Biochemical Detection for Direct Bead Surface Analysis
Lutz, M., Irth, H., Tjaden, U. R., & van der Greef, J. (1997) · Analytical Chemistry · doi:10.1021/ac970485i · Cited by 6 · see citing works
Peptidomimetic ligands for src Homology-2 Domains
Stankovic, C. J., Plummer, M. S., & Sawyer, T. K. (1997) · Advances in amino acid mimetics and peptidomimetics · doi:10.1016/s1874-5113(97)80007-x · Cited by 6 · see citing works
Emerging challenges in ligand discovery: new opportunities for chromatographic assay
Ng, E. S. M., & Schriemer, D. C. (2005) · Expert Review of Proteomics · doi:10.1586/14789450.2.6.891 · Cited by 5 · see citing works
Structure-Based Drug Design – The Use of Protein Structure in Drug Discovery
Lange, G. (2007) · Elsevier eBooks · doi:10.1016/b0-08-045044-x/00267-4 · Cited by 4 · see citing works
ChemInform Abstract: Peptidomimetic Ligands for Src Homology‐2 Domains
Stankovic, C. J., Plummer, M. S., & Sawyer, T. K. (1999) · ChemInform · doi:10.1002/chin.199913320 · Cited by 4 · see citing works
Mass Spectrometry and Drug Discovery
van Breemen, R. B., Newsome, A. G., & Dahl, J. H. (2010) · Burger's Medicinal Chemistry and Drug Discovery · doi:10.1002/0471266949.bmc012.pub2 · Cited by 4 · see citing works
Flaumenhaft, R. C. (2007) · Elsevier eBooks · doi:10.1016/b0-08-045044-x/00080-8 · Cited by 3 · see citing works
Nemeth, G. A., & Kassel, D. B. (2001) · Annual reports in medicinal chemistry · doi:10.1016/s0065-7743(01)36067-0 · Cited by 3 · see citing works
Mass Spectrometry and Drug Discovery
van Breemen, R. B. (2003) · Burger's Medicinal Chemistry and Drug Discovery · doi:10.1002/0471266949.bmc012 · Cited by 3 · see citing works
Affinity selection mass spectrometry (AS-MS) as a tool to accelerate drug discovery efforts
Pandey, S., Samain, F., Nacham, O., Williams, J. D., & Elsen, N. L. (2026) · Expert Opinion on Drug Discovery · doi:10.1080/17460441.2026.2622373 · Cited by 2 · see citing works
Fenselau, C. (1997) · Annual reports in medicinal chemistry · doi:10.1016/s0065-7743(08)61485-2 · Cited by 2 · see citing works
Vouros, P., & Fang, A. S. (2000) · CRC Press eBooks · doi:10.1201/9780203909966.ch2 · Cited by 1 · see citing works
Lynen, F., BORREMANS, F. A. M., & Sandra, P. (2001) · Chromatographia · doi:10.1007/bf02491196 · Cited by 1 · see citing works
Mass Spectrometry and Drug Discovery
van Breemen, R. B., Newsome, A. G., Dahl, J. H., & Muchiri, R. N. (2021) · Burger's Medicinal Chemistry and Drug Discovery · doi:10.1002/0471266949.bmc012.pub3 · Cited by 1 · see citing works
Combinatorial Chemistry Libraries, Analysis of
Kibbey, C. E. (2000) · Encyclopedia of Analytical Chemistry · doi:10.1002/9780470027318.a1907
English, R. D., & Haag, A. M. (2011) · Pharmaceutical Sciences Encyclopedia · doi:10.1002/9780470571224.pse427
(2004) · Journal of Computer-Aided Molecular Design · doi:10.1023/b:jcam.0000022595.25944.86
- Authors
- Kelly, M. A., Liang, H., Sytwu, I.-I., Vlattas, I., Lyons, N. L., Bowen, B. R., & Wennogle, L. P.
- Affiliations
- CIBA Pharmaceuticals Division, 556 Morris Avenue, Summit, New Jersey 07901
- Venue
- Biochemistry
- Publisher
- American Chemical Society (ACS)
- Published
- 1996-01-01
- Volume
- 35
- Issue
- 36
- Pages
- 11747-11755
- ISSN
- 0006-2960 (ISSN-L)
- 1520-4995
- OpenAlex
- W1994503397
- Cited by
- 63
- References
- 7
- Citations by year
- 2026: 1 · 2022: 2 · 2021: 1
- FWCI
- 5.11
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Biochemistry (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Physical Sciences › Chemistry › Spectroscopy › Mass Spectrometry Techniques and Applications
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Chemical Synthesis and Analysis
- Physical Sciences › Chemistry › Spectroscopy › Advanced Proteomics Techniques and Applications
- Keywords
- SH2 domain, phosphatidylinositol 3-kinase, combinatorial peptide libraries, protein-protein interaction, affinity chromatography, electrospray ionization tandem mass spectrometry
- MeSH terms
- Amino Acid Sequence, Chromatography, Affinity, Escherichia coli, Ligands, Methionine, Molecular Sequence Data, Peptides, Protein Binding, Recombinant Fusion Proteins, Mass Spectrometry, Gene Library, Phosphotransferases (Alcohol Group Acceptor), src Homology Domains, Phosphotyrosine, Phosphatidylinositol 3-Kinases
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review