Literature DB >> 16597831

Affinity enhancement of an in vivo matured therapeutic antibody using structure-based computational design.

Louis A Clark1, P Ann Boriack-Sjodin, John Eldredge, Christopher Fitch, Bethany Friedman, Karl J M Hanf, Matthew Jarpe, Stefano F Liparoto, You Li, Alexey Lugovskoy, Stephan Miller, Mia Rushe, Woody Sherman, Kenneth Simon, Herman Van Vlijmen.   

Abstract

Improving the affinity of a high-affinity protein-protein interaction is a challenging problem that has practical applications in the development of therapeutic biomolecules. We used a combination of structure-based computational methods to optimize the binding affinity of an antibody fragment to the I-domain of the integrin VLA1. Despite the already high affinity of the antibody (Kd approximately 7 nM) and the moderate resolution (2.8 A) of the starting crystal structure, the affinity was increased by an order of magnitude primarily through a decrease in the dissociation rate. We determined the crystal structure of a high-affinity quadruple mutant complex at 2.2 A. The structure shows that the design makes the predicted contacts. Structural evidence and mutagenesis experiments that probe a hydrogen bond network illustrate the importance of satisfying hydrogen bonding requirements while seeking higher-affinity mutations. The large and diverse set of interface mutations allowed refinement of the mutant binding affinity prediction protocol and improvement of the single-mutant success rate. Our results indicate that structure-based computational design can be successfully applied to further improve the binding of high-affinity antibodies.

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Year:  2006        PMID: 16597831      PMCID: PMC2242497          DOI: 10.1110/ps.052030506

Source DB:  PubMed          Journal:  Protein Sci        ISSN: 0961-8368            Impact factor:   6.725


  46 in total

1.  Contribution of intra- and intermolecular hydrogen bonds to the conformational stability of human lysozyme(,).

Authors:  K Takano; Y Yamagata; J Funahashi; Y Hioki; S Kuramitsu; K Yutani
Journal:  Biochemistry       Date:  1999-09-28       Impact factor: 3.162

2.  Improved modeling of side-chains in proteins with rotamer-based methods: a flexible rotamer model.

Authors:  J Mendes; A M Baptista; M A Carrondo; C M Soares
Journal:  Proteins       Date:  1999-12-01

3.  Rational design of nascent metalloenzymes.

Authors:  D E Benson; M S Wisz; H W Hellinga
Journal:  Proc Natl Acad Sci U S A       Date:  2000-06-06       Impact factor: 11.205

4.  Quantitative analysis of the effect of the mutation frequency on the affinity maturation of single chain Fv antibodies.

Authors:  P S Daugherty; G Chen; B L Iverson; G Georgiou
Journal:  Proc Natl Acad Sci U S A       Date:  2000-02-29       Impact factor: 11.205

5.  Improving biosensor analysis.

Authors:  D G Myszka
Journal:  J Mol Recognit       Date:  1999 Sep-Oct       Impact factor: 2.137

6.  One- and two-body decomposable Poisson-Boltzmann methods for protein design calculations.

Authors:  Shannon A Marshall; Christina L Vizcarra; Stephen L Mayo
Journal:  Protein Sci       Date:  2005-03-31       Impact factor: 6.725

7.  Exploring the conformational space of protein side chains using dead-end elimination and the A* algorithm.

Authors:  A R Leach; A P Lemon
Journal:  Proteins       Date:  1998-11-01

8.  Ribosome display efficiently selects and evolves high-affinity antibodies in vitro from immune libraries.

Authors:  J Hanes; L Jermutus; S Weber-Bornhauser; H R Bosshard; A Plückthun
Journal:  Proc Natl Acad Sci U S A       Date:  1998-11-24       Impact factor: 11.205

9.  The dead-end elimination theorem and its use in protein side-chain positioning.

Authors:  J Desmet; M De Maeyer; B Hazes; I Lasters
Journal:  Nature       Date:  1992-04-09       Impact factor: 49.962

10.  Divalent cations stabilize the alpha 1 beta 1 integrin I domain.

Authors:  P J Gotwals; G Chi-Rosso; S T Ryan; I Sizing; M Zafari; C Benjamin; J Singh; S Y Venyaminov; R B Pepinsky; V Koteliansky
Journal:  Biochemistry       Date:  1999-06-29       Impact factor: 3.162

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  66 in total

1.  Arginine mutations in antibody complementarity-determining regions display context-dependent affinity/specificity trade-offs.

Authors:  Kathryn E Tiller; Lijuan Li; Sandeep Kumar; Mark C Julian; Shekhar Garde; Peter M Tessier
Journal:  J Biol Chem       Date:  2017-08-04       Impact factor: 5.157

Review 2.  Molecular engineering of antibodies for therapeutic and diagnostic purposes.

Authors:  Frédéric Ducancel; Bruno H Muller
Journal:  MAbs       Date:  2012-07-01       Impact factor: 5.857

3.  AB-Bind: Antibody binding mutational database for computational affinity predictions.

Authors:  Sarah Sirin; James R Apgar; Eric M Bennett; Amy E Keating
Journal:  Protein Sci       Date:  2015-11-06       Impact factor: 6.725

4.  Directed evolution methods for overcoming trade-offs between protein activity and stability.

Authors:  Samuel D Stimple; Matthew D Smith; Peter M Tessier
Journal:  AIChE J       Date:  2019-10-09       Impact factor: 3.993

Review 5.  Advances in Antibody Design.

Authors:  Kathryn E Tiller; Peter M Tessier
Journal:  Annu Rev Biomed Eng       Date:  2015-08-14       Impact factor: 9.590

Review 6.  Computational tools for epitope vaccine design and evaluation.

Authors:  Linling He; Jiang Zhu
Journal:  Curr Opin Virol       Date:  2015-03-31       Impact factor: 7.090

7.  Structure-based protocol for identifying mutations that enhance protein-protein binding affinities.

Authors:  Deanne W Sammond; Ziad M Eletr; Carrie Purbeck; Randall J Kimple; David P Siderovski; Brian Kuhlman
Journal:  J Mol Biol       Date:  2007-06-08       Impact factor: 5.469

Review 8.  Progress in computational protein design.

Authors:  Shaun M Lippow; Bruce Tidor
Journal:  Curr Opin Biotechnol       Date:  2007-07-20       Impact factor: 9.740

Review 9.  Energy functions in de novo protein design: current challenges and future prospects.

Authors:  Zhixiu Li; Yuedong Yang; Jian Zhan; Liang Dai; Yaoqi Zhou
Journal:  Annu Rev Biophys       Date:  2013-02-28       Impact factor: 12.981

10.  Dynamic structural changes are observed upon collagen and metal ion binding to the integrin α1 I domain.

Authors:  Paul H Weinreb; Sheng Li; Sharon X Gao; Tong Liu; R Blake Pepinsky; Justin A Caravella; Jun H Lee; Virgil L Woods
Journal:  J Biol Chem       Date:  2012-07-30       Impact factor: 5.157

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