The Intrinsic Contributions of Tyrosine, Serine, Glycine and Arginine to the Affinity and Specificity of Antibodies
Abstract
Synthetic antibody libraries with restricted chemical diversity were used to explore the intrinsic contributions of four amino acids (Tyr, Ser, Gly and Arg) to the affinity and specificity of antigen recognition. There was no correlation between nonspecific binding and the content of Tyr, Ser or Gly in the antigen-binding site, and in fact, the most specific antibodies were those with the highest Tyr content. In contrast, Arg content was clearly correlated with increased nonspecific binding. We combined Tyr, Ser and Gly to generate highly specific synthetic antibodies with affinities in the subnanomolar range, showing that the high abundance of Tyr, Ser and Gly in natural antibody germ line sequences reflects the intrinsic capacity of these residues to work together to mediate antigen recognition. Despite being a major functional contributor to co-evolved protein-protein interfaces, we find that Arg does not contribute generally to the affinity of naïve antigen-binding sites and is detrimental to specificity. Again, this is consistent with studies of natural antibodies, which have shown that nonspecific, self-reactive antibodies are rich in Arg and other positively charged residues. Our findings suggest that the principles governing naïve molecular recognition differ from those governing co-evolved interactions. Analogous studies can be designed to explore the roles of the other amino acids in molecular recognition. Results of such studies should illuminate the basic principles underlying natural protein-protein interactions and should aid the design of synthetic binding proteins with functions beyond the scope of natural proteins.
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The prevalence of tyrosine among affinity-enhancing substitutions is consistent with the relatively high frequency of tyrosine in natural protein interfaces.
“Many of these affinity-enhancing substitutions were mutations to tyrosine (Extended Data Fig. 6b), which is consistent with the relatively high frequency of tyrosine in natural protein interfaces27.”
From Design of protein-binding proteins from the target structure alone (2022) · cites this paper as [27]
Cites
Sequences of proteins of immunological interest
Kabat, B. E. A. (1984) · Analytical Biochemistry · doi:10.1016/0003-2697(84)90805-4 · Cited by 3,387 · see citing works
Principles of protein-protein interactions
Jones, S., & Thornton, J. M. (1996) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.93.1.13 · Cited by 2,684 · see citing works
Predominant Autoantibody Production by Early Human B Cell Precursors
Wardemann, H., Yurasov, S., Schaefer, A., Young, J. W., Meffre, E., & Nussenzweig, M. C. (2003) · Science · doi:10.1126/science.1086907 · Cited by 2,088 · see citing works
Anatomy of hot spots in protein interfaces
Bogan, A. A., & Thorn, K. S. (1998) · Journal of Molecular Biology · doi:10.1006/jmbi.1998.1843 · Cited by 1,988 · see citing works
The atomic structure of protein-protein recognition sites 1 1Edited by A. R. Fersht
Conte, L. L., Chothia, C., & Janin, J. (1999) · Journal of Molecular Biology · doi:10.1006/jmbi.1998.2439 · Cited by 1,967 · see citing works
Structure of the extracellular region of HER2 alone and in complex with the Herceptin Fab
Cho, H., Mason, K., Ramyar, K. X., Stanley, A. M., Gabelli, S. B., Denney, D. W., & Leahy, D. J. (2003) · Nature · doi:10.1038/nature01392 · Cited by 1,615 · see citing works
Insights into ErbB signaling from the structure of the ErbB2-pertuzumab complex
Franklin, M. C., Carey, K. D., Vajdos, F. F., Leahy, D. J., de Vos, A. M., & Sliwkowski, M. X. (2004) · Cancer Cell · doi:10.1016/s1535-6108(04)00083-2 · Cited by 1,123 · see citing works
Anatomy of the antibody molecule
PADLAN, E. A. (1994) · Molecular Immunology · doi:10.1016/0161-5890(94)90001-9 · Cited by 897 · see citing works
Diversity in the CDR3 Region of VH Is Sufficient for Most Antibody Specificities
Xu, J. L., & Davis, M. M. (2000) · Immunity · doi:10.1016/s1074-7613(00)00006-6 · Cited by 779 · see citing works
Protein–protein interactions define specificity in signal transductionPreprint
Pawson, T. J., & Nash, P. (2000) · Genes & Development · doi:10.1101/gad.14.9.1027 · Cited by 775 · see citing works
Unraveling hot spots in binding interfaces: progress and challenges
DeLano, W. L. (2002) · Current Opinion in Structural Biology · doi:10.1016/s0959-440x(02)00283-x · Cited by 767 · see citing works
Electrostatic aspects of protein–protein interactions
Sheinerman, F. B., Norel, R., & Honig, B. H. (2000) · Current Opinion in Structural Biology · doi:10.1016/s0959-440x(00)00065-8 · Cited by 763 · see citing works
Analysis of protein-protein interaction sites using surface patches 1 1Edited by G.Von Heijne
Jones, S., & Thornton, J. M. (1997) · Journal of Molecular Biology · doi:10.1006/jmbi.1997.1234 · Cited by 603 · see citing works
Dissecting protein–protein recognition sites
Chakrabarti, P., & Janin, J. (2002) · Proteins Structure Function and Bioinformatics · doi:10.1002/prot.10085 · Cited by 571 · see citing works
Graille, M., Stura, E. A., Corper, A. L., Sutton, B. J., Taussig, M., Charbonnier, J., & Silverman, G. J. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.97.10.5399 · Cited by 517 · see citing works
Structure, function and properties of antibody binding sites
Mian, S. I., Bradwell, A. R., & Olson, A. J. (1991) · Journal of Molecular Biology · doi:10.1016/0022-2836(91)90617-f · Cited by 442 · see citing works
Fellouse, F. A., Esaki, K., Birtalan, S., Raptis, D. A., Cancasci, V. J., Koide, A., Jhurani, P., Vasser, M., Wiesmann, C., Kossiakoff, A. A., et al. (2007) · Journal of Molecular Biology · doi:10.1016/j.jmb.2007.08.005 · Cited by 359 · see citing works
Self-citationRapid mapping of protein functional epitopes by combinatorial alanine scanning
Weiss, G. A., Watanabe, C. K., Zhong, A. W., Goddard, A. D., & Sidhu, S. S. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.160252097 · Cited by 352 · see citing works
Self-citationZemlin, M., Klinger, M., Link, J. M., Zemlin, C., Bauer, K., Engler, J. A., Schroeder, H. W., & Kirkham, P. M. (2003) · Journal of Molecular Biology · doi:10.1016/j.jmb.2003.10.007 · Cited by 327 · see citing works
Fellouse, F. A., Wiesmann, C., & Sidhu, S. S. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0401786101 · Cited by 305 · see citing works
Self-citationCollis, A. V. J., Brouwer, A. P., & Martin, A. C. R. (2002) · Journal of Molecular Biology · doi:10.1016/s0022-2836(02)01222-6 · Cited by 256 · see citing works
Molecular Recognition by a Binary Code
Fellouse, F. A., Li, B., Compaan, D. M., Peden, A. A., Hymowitz, S. G., & Sidhu, S. S. (2005) · Journal of Molecular Biology · doi:10.1016/j.jmb.2005.03.041 · Cited by 212 · see citing works
Self-citationA new generation of protein display scaffolds for molecular recognition
Hosse, R. J., Rothe, A., & Power, B. E. (2005) · Protein Science · doi:10.1110/ps.051817606 · Cited by 211 · see citing works
The molecular architecture of protein–protein binding sites
Reichmann, D., Rahat, O., Cohen, M., Neuvirth, H., & Schreiber, G. (2007) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2007.01.004 · Cited by 198 · see citing works
Phage-displayed Antibody Libraries of Synthetic Heavy Chain Complementarity Determining Regions
Sidhu, S. S., Li, B., Chen, Y., Fellouse, F. A., Eigenbrot, C. W., & Fuh, G. (2004) · Journal of Molecular Biology · doi:10.1016/j.jmb.2004.02.050 · Cited by 172 · see citing works
Self-citationEngineered proteins as specific binding reagents
Binz, H. K., & Plückthun, A. (2005) · Current Opinion in Biotechnology · doi:10.1016/j.copbio.2005.06.005 · Cited by 153 · see citing works
Phage display for engineering and analyzing protein interaction interfaces
Sidhu, S. S., & Koide, S. (2007) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2007.08.007 · Cited by 148 · see citing works
Self-citationSynthetic therapeutic antibodies
Sidhu, S. S., & Fellouse, F. A. (2006) · Nature Chemical Biology · doi:10.1038/nchembio843 · Cited by 147 · see citing works
Self-citationFellouse, F. A., Barthelemy, P. A., Kelley, R. F., & Sidhu, S. S. (2005) · Journal of Molecular Biology · doi:10.1016/j.jmb.2005.11.092 · Cited by 119 · see citing works
Self-citationVajdos, F. F., Adams, C. W., Breece, T., Presta, L. G., de Vos, A. M., & Sidhu, S. S. (2002) · Journal of Molecular Biology · doi:10.1016/s0022-2836(02)00264-4 · Cited by 118 · see citing works
Self-citationIvanov, I. I., Schelonka, R. L., Zhuang, Y., Gartland, G. L., Zemlin, M., & Schroeder, H. W. (2005) · The Journal of Immunology · doi:10.4049/jimmunol.174.12.7773 · Cited by 106 · see citing works
Bond, C. J., Marsters, J. C., & Sidhu, S. S. (2003) · Journal of Molecular Biology · doi:10.1016/s0022-2836(03)00967-7 · Cited by 100 · see citing works
Self-citationIppolito, G. C., Schelonka, R. L., Zemlin, M., Ivanov, I. I., Kobayashi, R., Zemlin, C., Gartland, G. L., Nitschke, L., Pelkonen, J., Fujihashi, K., et al. (2006) · The Journal of Experimental Medicine · doi:10.1084/jem.20052217 · Cited by 89 · see citing works
Schaefer, G., Shao, L., Tótpál, K., & Akita, R. W. (2007) · Cancer Research · doi:10.1158/0008-5472.can-06-3493 · Cited by 87 · see citing works
Self-citationTrends in Antibody Sequence Changes during the Somatic Hypermutation Process
Clark, L. A., Ganesan, S., Papp, S., & van Vlijmen, H. (2006) · The Journal of Immunology · doi:10.4049/jimmunol.177.1.333 · Cited by 85 · see citing works
Amino acid preferences at protein binding sites
Villar, H. O., & Kauvar, L. M. (1994) · FEBS Letters · doi:10.1016/0014-5793(94)00648-2 · Cited by 83 · see citing works
Starovasnik, M. A., O'Connell, M. P., Fairbrother, W. J., & Kelley, R. F. (1999) · Protein Science · doi:10.1110/ps.8.7.1423 · Cited by 83 · see citing works
(2006) · CRC Press eBooks · doi:10.1201/9781420005196 · Cited by 67 · see citing works
Designing scaffolds of peptides for phage display libraries
Uchiyama, F., Tanaka, Y., Minari, Y., & Tokui, N. (2005) · Journal of Bioscience and Bioengineering · doi:10.1263/jbb.99.448 · Cited by 64 · see citing works
Deremble, C., & Lavery, R. (2005) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2005.01.018 · Cited by 63 · see citing works
Antibodies in proteomics II: screening, high-throughput characterization and downstream applications
Bradbury, A. M., Velappan, N., Verzillo, V., Ovečka, M., Chasteen, L., Sblattero, D., Marzari, R., Lou, J., Siegel, R. W., & Pavlik, P. (2003) · Trends in biotechnology · doi:10.1016/s0167-7799(03)00117-3 · Cited by 55 · see citing works
Antibodies in proteomics I: generating antibodies
Bradbury, A. M., Velappan, N., Verzillo, V., Ovečka, M., Chasteen, L., Sblattero, D., Marzari, R., Lou, J., Siegel, R. W., & Pavlik, P. (2003) · Trends in biotechnology · doi:10.1016/s0167-7799(03)00112-4 · Cited by 51 · see citing works
Computational design of protein-protein interactions.
Kortemme, T., & Baker, D. (2004) · Current Opinion in Chemical Biology · doi:10.1016/j.cbpa.2003.12.008 · Cited by 34 · see citing works
Engineering of non-natural receptors
Mathonet, P., & Fastrez, J. (2004) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2004.06.007 · Cited by 26 · see citing works
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Design of protein-binding proteins from the target structure alone
Cao, L., Coventry, B., Goreshnik, I., Huang, B., Sheffler, W., Park, J. S., Jude, K. M., Marković, I., Kadam, R. U., Verschueren, K. H. G., et al. (2022) · Nature · doi:10.1038/s41586-022-04654-9 · Cited by 577 · see citing works
Protein–protein interaction and quaternary structure
Janin, J., Bahadur, R. P., & Chakrabarti, P. (2008) · Quarterly Reviews of Biophysics · doi:10.1017/s0033583508004708 · Cited by 400 · see citing works
Molecular engineering and design of therapeutic antibodies
Presta, L. G. (2008) · Current Opinion in Immunology · doi:10.1016/j.coi.2008.06.012 · Cited by 250 · see citing works
Antiviral Immune Responses of Bats: A Review
Baker, M. L., Schountz, T., & Wang, L. (2012) · Zoonoses and Public Health · doi:10.1111/j.1863-2378.2012.01528.x · Cited by 235 · see citing works
Koide, S., & Sidhu, S. S. (2009) · ACS Chemical Biology · doi:10.1021/cb800314v · Cited by 216 · see citing works
Self-citationLigand-targeted theranostic nanomedicines against cancer
Yao, V. J., D’Angelo, S., Butler, K. S., Théron, C., Smith, T. L., Marchiò, S., Gelovani, J. G., Sidman, R. L., Dobroff, A. S., Brinker, C. J., et al. (2016) · Journal of Controlled Release · doi:10.1016/j.jconrel.2016.01.002 · Cited by 195 · see citing works
Ramaraj, T., Angel, T. E., Dratz, E. A., Jesaitis, A. J., & Mumey, B. (2012) · Biochimica et Biophysica Acta (BBA) - Proteins and Proteomics · doi:10.1016/j.bbapap.2011.12.007 · Cited by 181 · see citing works
Grading the commercial optical biosensor literature—Class of 2008: ‘The Mighty Binders’
Rich, R. L., & Myszka, D. G. (2009) · Journal of Molecular Recognition · doi:10.1002/jmr.1004 · Cited by 167 · see citing works
Monobodies and other synthetic binding proteins for expanding protein science
Sha, F., Salzman, G., Gupta, A., & Koide, S. (2017) · Protein Science · doi:10.1002/pro.3148 · Cited by 165 · see citing works
CDR-H3 Diversity Is Not Required for Antigen Recognition by Synthetic Antibodies
Persson, H., Ye, W., Wernimont, A. K., Adams, J., Koide, A., Koide, S., Lam, R., & Sidhu, S. S. (2012) · Journal of Molecular Biology · doi:10.1016/j.jmb.2012.11.037 · Cited by 159 · see citing works
Self-citationRabia, L. A., Desai, A. A., Jhajj, H. S., & Tessier, P. M. (2018) · Biochemical Engineering Journal · doi:10.1016/j.bej.2018.06.003 · Cited by 159 · see citing works
Synthetic antibodies: Concepts, potential and practical considerations
Miersch, S., & Sidhu, S. S. (2012) · Methods · doi:10.1016/j.ymeth.2012.06.012 · Cited by 120 · see citing works
Self-citationSchilling, J., Schöppe, J., & Plückthun, A. (2013) · Journal of Molecular Biology · doi:10.1016/j.jmb.2013.10.026 · Cited by 108 · see citing works
Robin, G., Sato, Y., Desplancq, D., Rochel, N., Weiss, É., & Martineau, P. (2014) · Journal of Molecular Biology · doi:10.1016/j.jmb.2014.08.013 · Cited by 109 · see citing works
Tao, Y., Mis, M., Blazer, L. L., Ustav, M., Steinhart, Z., Chidiac, R., Kubarakos, E., O’Brien, S., Wang, X., Jarvik, N., et al. (2019) · eLife · doi:10.7554/elife.46134 · Cited by 106 · see citing works
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Regep, C., Georges, G., Shi, J., Popovic, B., & Deane, C. M. (2017) · Proteins Structure Function and Bioinformatics · doi:10.1002/prot.25291 · Cited by 99 · see citing works
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Bracken, C. J., Lim, S. A., Solomon, P. E., Rettko, N. J., Nguyen, D., Zha, B. S., Schaefer, K., Byrnes, J. R., Zhou, J., Lui, I., et al. (2020) · Nature Chemical Biology · doi:10.1038/s41589-020-00679-1 · Cited by 100 · see citing works
Generating recombinant antibodies to the complete human proteome
Dübel, S., Stoevesandt, O., Taussig, M., & Hust, M. (2010) · Trends in biotechnology · doi:10.1016/j.tibtech.2010.05.001 · Cited by 99 · see citing works
Kunik, V., & Ofran, Y. (2013) · Protein Engineering Design and Selection · doi:10.1093/protein/gzt027 · Cited by 96 · see citing works
Fernández‐Quintero, M. L., Loeffler, J. R., Kraml, J., Kahler, U., Kamenik, A. S., & Liedl, K. R. (2019) · Frontiers in Immunology · doi:10.3389/fimmu.2018.03065 · Cited by 96 · see citing works
Soluble expression of proteins correlates with a lack of positively-charged surface
Chan, P., Curtis, R., & Warwicker, J. (2013) · Scientific Reports · doi:10.1038/srep03333 · Cited by 94 · see citing works
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Zhai, W., Glanville, J., Fuhrmann, M., Mei, L., Ni, I., Sundar, P. D., Van Blarcom, T., Abdiche, Y., Lindquist, K., Strohner, R., et al. (2011) · Journal of Molecular Biology · doi:10.1016/j.jmb.2011.07.018 · Cited by 93 · see citing works
Prediction of site-specific interactions in antibody–antigen complexes: the proABC method and server
Olimpieri, P. P., Chailyan, A., Tramontano, A., & Marcatili, P. (2013) · Bioinformatics · doi:10.1093/bioinformatics/btt369 · Cited by 90 · see citing works
Krawczyk, K., Baker, T., Shi, J., & Deane, C. M. (2013) · Protein Engineering Design and Selection · doi:10.1093/protein/gzt043 · Cited by 87 · see citing works
The functional capacity of the natural amino acids for molecular recognition
Birtalan, S., Fisher, R. D., & Sidhu, S. S. (2010) · Molecular BioSystems · doi:10.1039/b927393j · Cited by 87 · see citing works
Self-citationKoldobskaya, Y., Duguid, E. M., Shechner, D. M., Suslov, N. B., Ye, J., Sidhu, S. S., Bartel, D. P., Koide, S., Kossiakoff, A. A., & Piccirilli, J. A. (2010) · Nature Structural & Molecular Biology · doi:10.1038/nsmb.1945 · Cited by 3 · see citing works
Wu, L., Oficjalska, K., Lambert, M. A., Fennell, B. J., Darmanin-Sheehan, A., Shúilleabháin, D. N., Autin, B., Cummins, E., Tchistiakova, L., Bloom, L., et al. (2011) · The Journal of Immunology · doi:10.4049/jimmunol.1102466 · Cited by 87 · see citing works
A Dominant Conformational Role for Amino Acid Diversity in Minimalist Protein–Protein Interfaces
Gilbreth, R. N., Esaki, K., Koide, A., Sidhu, S. S., & Koide, S. (2008) · Journal of Molecular Biology · doi:10.1016/j.jmb.2008.06.014 · Cited by 87 · see citing works
Self-citationTwo-state selection of conformation-specific antibodies
Gao, J., Sidhu, S. S., & Wells, J. A. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0812952106 · Cited by 86 · see citing works
Self-citationStability and CDR Composition Biases Enrich Binder Functionality Landscapes
Hackel, B. J., Ackerman, M. E., Howland, S. W., & Wittrup, K. D. (2010) · Journal of Molecular Biology · doi:10.1016/j.jmb.2010.06.004 · Cited by 84 · see citing works
Selecting and engineering monoclonal antibodies with drug-like specificity
Starr, C. G., & Tessier, P. M. (2019) · Current Opinion in Biotechnology · doi:10.1016/j.copbio.2019.01.008 · Cited by 81 · see citing works
Kapingidza, A. B., Kowal, K., & Chruszcz, M. (2020) · Sub-cellular biochemistry/Subcellular biochemistry · doi:10.1007/978-3-030-41769-7_19 · Cited by 81 · see citing works
CD19 CAR antigen engagement mechanisms and affinity tuning
He, C., Mansilla‐Soto, J., Khanra, N., Hamieh, M., Bustos, V., Paquette, A. J., Angus, A. G., Shore, D. M., Rice, W. J., Khelashvili, G., et al. (2023) · Science Immunology · doi:10.1126/sciimmunol.adf1426 · Cited by 80 · see citing works
Net charge of antibody complementarity-determining regions is a key predictor of specificity
Rabia, L. A., Zhang, Y., Ludwig, S. D., Julian, M. C., & Tessier, P. M. (2018) · Protein Engineering Design and Selection · doi:10.1093/protein/gzz002 · Cited by 81 · see citing works
Self-citationNon-specificity as the sticky problem in therapeutic antibody development
Ausserwöger, H., Schneider, M. M., Herling, T. W., Arosio, P., Invernizzi, G., Knowles, T. P. J., & Lorenzen, N. (2022) · Nature Reviews Chemistry · doi:10.1038/s41570-022-00438-x · Cited by 80 · see citing works
Understanding and applying tyrosine biochemical diversity
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Baker, B. M., Scott, D. R., Blevins, S. J., & Hawse, W. F. (2012) · Immunological Reviews · doi:10.1111/j.1600-065x.2012.01165.x · Cited by 80 · see citing works
Baker, M. L., Tachedjian, M., & Wang, L. (2010) · Immunogenetics · doi:10.1007/s00251-010-0425-4 · Cited by 76 · see citing works
Natural and man-made V-gene repertoires for antibody discovery
Finlay, W. J. J., & Almagro, J. C. (2012) · Frontiers in Immunology · doi:10.3389/fimmu.2012.00342 · Cited by 76 · see citing works
Toward Drug-Like Multispecific Antibodies by Design
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Deep sequencing in library selection projects: what insight does it bring?
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The interfacial character of antibody paratopes: analysis of antibody–antigen structures
Nguyen, M. N., Pradhan, M. R., Verma, C. S., & Zhong, P. (2017) · Bioinformatics · doi:10.1093/bioinformatics/btx389 · Cited by 71 · see citing works
Tiller, K. E., Li, L., Kumar, S., Julian, M. C., Garde, S., & Tessier, P. M. (2017) · Journal of Biological Chemistry · doi:10.1074/jbc.m117.783837 · Cited by 71 · see citing works
Chen, S. W., Regenmortel, M. H. V. V., & Pellequer, J. (2009) · Current Medicinal Chemistry · doi:10.2174/092986709787581914 · Cited by 68 · see citing works
Reduction of Nonspecificity Motifs in Synthetic Antibody Libraries
Kelly, R. L., Le, D., Zhao, J., & Wittrup, K. D. (2017) · Journal of Molecular Biology · doi:10.1016/j.jmb.2017.11.008 · Cited by 67 · see citing works
Stanfield, R. L., Wilson, I. A., & Smider, V. V. (2016) · Science Immunology · doi:10.1126/sciimmunol.aaf7962 · Cited by 64 · see citing works
Facile Affinity Maturation of Antibody Variable Domains Using Natural Diversity Mutagenesis
Tiller, K. E., Chowdhury, R., Li, T., Ludwig, S. D., Sen, S., Maranas, C. D., & Tessier, P. M. (2017) · Frontiers in Immunology · doi:10.3389/fimmu.2017.00986 · Cited by 61 · see citing works
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Akiba, H., & Tsumoto, K. (2015) · The Journal of Biochemistry · doi:10.1093/jb/mvv049 · Cited by 57 · see citing works
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Harvey, E. P., Shin, J.-E., Skiba, M. A., Nemeth, G. R., Hurley, J. D., Wellner, A., Shaw, A. Y., Miranda, V. G., Min, J., Liu, C. C., et al. (2022) · Nature Communications · doi:10.1038/s41467-022-35276-4 · Cited by 57 · see citing works
Lecerf, M., Kanyavuz, A., Lacroix‐Desmazes, S., & Dimitrov, J. D. (2019) · Molecular Immunology · doi:10.1016/j.molimm.2019.06.012 · Cited by 56 · see citing works
Systematic analysis of short internal indels and their impact on protein folding
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Boughter, C. T., Borowska, M. T., Guthmiller, J. J., Bendelac, A. S., Wilson, P. C., Roux, B., & Adams, E. J. (2020) · eLife · doi:10.7554/elife.61393 · Cited by 56 · see citing works
Packaging biological cargoes in mesoporous materials: opportunities for drug delivery
Siefker, J., Karande, P., & Coppens, M. (2014) · Expert Opinion on Drug Delivery · doi:10.1517/17425247.2014.938636 · Cited by 52 · see citing works
Traxlmayr, M. W., Kiefer, J. D., Srinivas, R. R., Laurent, E., Tisdale, A. W., Mehta, N. K., Yang, N. J., Tidor, B., & Wittrup, K. D. (2016) · Journal of Biological Chemistry · doi:10.1074/jbc.m116.741314 · Cited by 52 · see citing works
Fisher, R. D., Ultsch, M. H., Lingel, A., Schaefer, G., Shao, L., Birtalan, S., Sidhu, S. S., & Eigenbrot, C. W. (2010) · Journal of Molecular Biology · doi:10.1016/j.jmb.2010.07.027 · Cited by 51 · see citing works
Self-citationTarget-independent variable region mediated effects on antibody clearance can be FcRn independent
Kelly, R. L., Yu, Y., Sun, T., Caffry, I., Lynaugh, H., Brown, M. E., Jain, T. S., Xu, Y., & Wittrup, K. D. (2016) · mAbs · doi:10.1080/19420862.2016.1208330 · Cited by 51 · see citing works
The Unusual Genetics and Biochemistry of Bovine Immunoglobulins
Stanfield, R. L., Haakenson, J. K., Deiss, T. C., Criscitiello, M. F., Wilson, I. A., & Smider, V. V. (2018) · Advances in immunology · doi:10.1016/bs.ai.2017.12.004 · Cited by 50 · see citing works
Karkov, H. S., Krogh, B. O., Woo, J. A., Parimal, S., Ahmadian, H., & Cramer, S. M. (2015) · Biotechnology and Bioengineering · doi:10.1002/bit.25642 · Cited by 50 · see citing works
Discovery of diverse and functional antibodies from large human repertoire antibody libraries
Schwimmer, L. J., Huang, B. C. B., Giang, H. M., Cotter, R. L., Chemla-Vogel, D., Dy, F. V., Tam, E. M., Zhang, F., Toy, P., Bohmann, D. J., et al. (2013) · Journal of Immunological Methods · doi:10.1016/j.jim.2013.02.010 · Cited by 49 · see citing works
Woldring, D., Holec, P. V., Zhou, H., & Hackel, B. J. (2015) · PLoS ONE · doi:10.1371/journal.pone.0138956 · Cited by 48 · see citing works
Antibody specificity and promiscuity
Jain, D., & Salunke, D. M. (2019) · Biochemical Journal · doi:10.1042/bcj20180670 · Cited by 47 · see citing works
Mahon, C. M., Lambert, M. A., Glanville, J., Wade, J. M., Fennell, B. J., Krebs, M. R. H., Armellino, D. C., Yang, S., Liu, X., O'Sullivan, C. M., et al. (2013) · Journal of Molecular Biology · doi:10.1016/j.jmb.2013.02.015 · Cited by 48 · see citing works
Physicochemical Rules for Identifying Monoclonal Antibodies with Drug-like Specificity
Zhang, Y., Wu, L., Gupta, P., Desai, A. A., Smith, M. D., Rabia, L. A., Ludwig, S. D., & Tessier, P. M. (2020) · Molecular Pharmaceutics · doi:10.1021/acs.molpharmaceut.0c00257 · Cited by 46 · see citing works
Self-citationDesign and Generation of Synthetic Antibody Libraries for Phage Display
Chen, G., & Sidhu, S. S. (2014) · Methods in molecular biology · doi:10.1007/978-1-62703-992-5_8 · Cited by 47 · see citing works
Self-citationHighly sensitive detection of antibody nonspecific interactions using flow cytometry
Makowski, E. K., Wu, L., Desai, A. A., & Tessier, P. M. (2021) · mAbs · doi:10.1080/19420862.2021.1951426 · Cited by 46 · see citing works
Gupta, P., Makowski, E. K., Kumar, S., Zhang, Y., Scheer, J. M., & Tessier, P. M. (2022) · Molecular Pharmaceutics · doi:10.1021/acs.molpharmaceut.1c00373 · Cited by 45 · see citing works
Self-citationLawrence, P., & Escudero-Pérez, B. (2022) · Viruses · doi:10.3390/v14050936 · Cited by 45 · see citing works
Madsen, A. V., Mejias-Gomez, O., Pedersen, L. E., Morth, J. P., Kristensen, P. K., Jenkins, T. P., & Goletz, S. (2023) · Computational and Structural Biotechnology Journal · doi:10.1016/j.csbj.2023.11.056 · Cited by 45 · see citing works
Woldring, D., Holec, P. V., Stern, L. A., Du, Y., & Hackel, B. J. (2017) · Biochemistry · doi:10.1021/acs.biochem.6b01142 · Cited by 44 · see citing works
Säll, A., Walle, M., Wingren, C., Müller, S., Nyman, T., Vala, A., Ohlin, M., Borrebaeck, C. A. K., & Persson, H. (2016) · Protein Engineering Design and Selection · doi:10.1093/protein/gzw042 · Cited by 40 · see citing works
Newstead, S. L. (2011) · Biochemical Society Transactions · doi:10.1042/bst0391353 · Cited by 39 · see citing works
Minhas, G. S., & Newstead, S. L. (2020) · Biochemical Society Transactions · doi:10.1042/bst20180302 · Cited by 39 · see citing works
Flow-Cell-Based Technology for Massively Parallel Characterization of Base-Modified DNA Aptamers
Wu, D., Feagin, T., Mage, P. L., Rangel, A. E., Wan, L., Kong, D., Li, A., Coller, J., Eisenstein, M. S., & Soh, H. T. (2023) · Analytical Chemistry · doi:10.1021/acs.analchem.1c04777 · Cited by 39 · see citing works
Simplified Synthetic Antibody Libraries
Rajan, S., & Sidhu, S. S. (2011) · Methods in enzymology on CD-ROM/Methods in enzymology · doi:10.1016/b978-0-12-416039-2.00001-x · Cited by 38 · see citing works
Self-citationThe immunology of B-1 cells: from development to aging
Mattos, M. S., Vandendriessche, S., Waisman, A., & Marques, P. E. (2024) · Immunity & Ageing · doi:10.1186/s12979-024-00455-y · Cited by 39 · see citing works
Structural Basis for the Blockage of IL-2 Signaling by Therapeutic Antibody Basiliximab
Du, J., Yang, H., Zhang, D., Wang, J., Guo, H., Peng, B., Guo, Y., & Ding, J. (2009) · The Journal of Immunology · doi:10.4049/jimmunol.0903178 · Cited by 37 · see citing works
Variation, Indispensability, and Masking in the M protein
Ghosh, P. (2017) · Trends in Microbiology · doi:10.1016/j.tim.2017.08.002 · Cited by 36 · see citing works
Surface patches induce nonspecific binding and phase separation of antibodies
Ausserwӧger, H., Krainer, G., Welsh, T. J., Thorsteinson, N., de Csilléry, E., Šneideris, T., Schneider, M. M., Egebjerg, T., Invernizzi, G., Herling, T. W., et al. (2023) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2210332120 · Cited by 35 · see citing works
Larsen, P. A., & Smith, T. P. L. (2012) · BMC Immunology · doi:10.1186/1471-2172-13-52 · Cited by 35 · see citing works
Nelson, B., & Sidhu, S. S. (2012) · Methods in molecular biology · doi:10.1007/978-1-61779-921-1_2 · Cited by 35 · see citing works
Self-citationChaperone proteins as single component reagents to assess antibody nonspecificity
Kelly, R. L., Geoghegan, J. C., Feldman, J. E., Jain, T. S., Kauke, M. J., Le, D., Zhao, J., & Wittrup, K. D. (2017) · mAbs · doi:10.1080/19420862.2017.1356529 · Cited by 33 · see citing works
Mejias-Gomez, O., Madsen, A. V., Skovgaard, K., Pedersen, L. E., Morth, J. P., Jenkins, T. P., Kristensen, P. K., & Goletz, S. (2023) · mAbs · doi:10.1080/19420862.2023.2268255 · Cited by 32 · see citing works
Desai, A. A., Smith, M. D., Zhang, Y., Makowski, E. K., Gerson, J. E., Ionescu, E., Starr, C. G., Zupancic, J. M., Moore, S. J., Sutter, A. B., et al. (2021) · Journal of Biological Chemistry · doi:10.1016/j.jbc.2021.100508 · Cited by 31 · see citing works
Self-citationYang, Y. X., Wang, P., & Zhu, B. T. (2022) · Journal of Molecular Graphics and Modelling · doi:10.1016/j.jmgm.2022.108364 · Cited by 30 · see citing works
Understanding mechanisms governing protein–protein interactions from synthetic binding interfaces
Kossiakoff, A. A., & Koide, S. (2008) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2008.06.004 · Cited by 31 · see citing works
Magliani, W., Conti, S., Ciociola, T., Giovati, L., Zanello, P. P., Pertinhez, T. A., Spisni, A., & Polonelli, L. (2011) · Future Medicinal Chemistry · doi:10.4155/fmc.11.71 · Cited by 31 · see citing works
Zhang, K., Geddie, M. L., Kohli, N., Kornaga, T., Kirpotin, D. B., Jiao, Y., Rennard, R., Drummond, D. C., Nielsen, U. B., Xu, L., et al. (2014) · mAbs · doi:10.4161/19420862.2014.985933 · Cited by 30 · see citing works
Nature-inspired design and evolution of anti-amyloid antibodies
Julian, M. C., Rabia, L. A., Desai, A. A., Arsiwala, A., Gerson, J. E., Paulson, H. L., Kane, R. S., & Tessier, P. M. (2019) · Journal of Biological Chemistry · doi:10.1074/jbc.ra118.004731 · Cited by 30 · see citing works
O’Kennedy, R. J., Fitzgerald, S. T., & Murphy, C. (2017) · TrAC Trends in Analytical Chemistry · doi:10.1016/j.trac.2017.01.009 · Cited by 29 · see citing works
Tsumoto, K., & Caaveiro, J. M. M. (2016) · Encyclopedia of Life Sciences · doi:10.1002/9780470015902.a0001117.pub3 · Cited by 29 · see citing works
Burnett, D. L., Schofield, P., Langley, D. B., Jackson, J., Bourne, K., Wilson, E., Porebski, B. T., Buckle, A. M., Brink, R. A., Goodnow, C. C., et al. (2020) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2005102117 · Cited by 28 · see citing works
Tyrosine Residues Mediate Fibril Formation in a Dynamic Light Chain Dimer Interface
DiCostanzo, A. C., Thompson, J. R., Peterson, F. C., Volkman, B. F., & Ramı́rez-Alvarado, M. (2012) · Journal of Biological Chemistry · doi:10.1074/jbc.m112.362921 · Cited by 28 · see citing works
Directed Chemical Evolution with an Outsized Genetic Code
Krusemark, C. J., Tilmans, N. P., Brown, P. O., & Harbury, P. B. (2016) · PLoS ONE · doi:10.1371/journal.pone.0154765 · Cited by 28 · see citing works
Nonspecificity in a nonimmune human scFv repertoire
Kelly, R. L., Zhao, J., Le, D., & Wittrup, K. D. (2017) · mAbs · doi:10.1080/19420862.2017.1356528 · Cited by 28 · see citing works
Fernández‐Marrero, Y., Hernández, T., Roque-Navarro, L., Talavera, A., Moreno, E., Griñán, T., Vázquez, A. M., de Acosta, C. M., Pérez, R., & López‐Requena, A. (2011) · Molecular Immunology · doi:10.1016/j.molimm.2011.01.008 · Cited by 27 · see citing works
Mutation of Framework Residue H71 Results in Different Antibody Paratope States in Solution
Fernández‐Quintero, M. L., Kroell, K. B., Hofer, F., Riccabona, J. R., & Liedl, K. R. (2021) · Frontiers in Immunology · doi:10.3389/fimmu.2021.630034 · Cited by 26 · see citing works
A Compact Reprogrammed Genetic Code for De Novo Discovery of Proteolytically Stable Thiopeptides
Vinogradov, A. A., Zhang, Y., Hamada, K., Kobayashi, S., Ogata, K., Sengoku, T., Goto, Y., & Suga, H. (2024) · Journal of the American Chemical Society · doi:10.1021/jacs.3c12037 · Cited by 25 · see citing works
Self-citationRahumatullah, A., Karim, I. A., Noordin, R., & Lim, T. S. (2017) · International Journal of Molecular Sciences · doi:10.3390/ijms18112376 · Cited by 24 · see citing works
López‐Sagaseta, J., Beernink, P. T., Bianchi, F., Santini, L., Frigimelica, E., Lucas, A. H., Pizza, M., & Bottomley, M. J. (2018) · Nature Communications · doi:10.1038/s41467-018-02827-7 · Cited by 23 · see citing works
- Authors
- Birtalan, S., Zhang, Y., Fellouse, F. A., Shao, L., Schaefer, G., & Sidhu, S. S.
- Affiliations
- Genentech (US)
- Corresponding author
- Sidhu, Sachdev S.
- Venue
- Journal of Molecular Biology
- Publisher
- Elsevier BV
- Published
- 2008-04
- Volume
- 377
- Issue
- 5
- Pages
- 1518-1528
- ISSN
- 0022-2836 (ISSN-L)
- OpenAlex
- W1978090240
- Cited by
- 244
- References
- 44
- Citations by year
- 2026: 10 · 2025: 22 · 2024: 17 · 2023: 20 · 2022: 17 · 2021: 14 · 2020: 11 · 2019: 11 · 2018: 9 · 2017: 17 · 2016: 11 · 2015: 8 · 2014: 13 · 2013: 13 · 2012: 11
- FWCI
- 10.27
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Molecular Biology (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Monoclonal and Polyclonal Antibodies Research
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Chemical Synthesis and Analysis
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › vaccines and immunoinformatics approaches
- Keywords
- antibody affinity, antibody specificity, tyrosine, serine, glycine, L-arginine, synthetic antibody libraries, antigen recognition, non-specific binding, self-reactive antibodies, protein-protein interaction, amino acid composition
- MeSH terms
- Amino Acid Sequence, Antibodies, Antibody Affinity, Antibody Specificity, Arginine, Binding Sites, Antibody, Enzyme-Linked Immunosorbent Assay, Flow Cytometry, Glycine, Models, Molecular, Protein Binding, Serine, Tyrosine, Peptide Library
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