Literature DB >> 20540948

Stability and CDR composition biases enrich binder functionality landscapes.

Benjamin J Hackel1, Margaret E Ackerman, Shanshan W Howland, K Dane Wittrup.   

Abstract

The rugged protein sequence-function landscape complicates efforts, both in nature and in the laboratory, to evolve protein function. Protein library diversification must strike a balance between sufficient variegation to thoroughly sample alternative functionality versus the probability of mutant destabilization below an expressible threshold. In this work, we explore the sequence-function landscape in the context of screening for molecular recognition from an Ig scaffold library. The fibronectin type III domain is used to explore the impact of two sequence diversification strategies: (a) partial wild-type conservation at structurally important positions within the paratope region and (b) tailored amino acid composition mimicking antibody binding-site composition at putative paratope positions. Structurally important positions within the paratope region were identified through stability, structural, and phylogenetic analyses and partially or fully conserved in sequence. To achieve tailored antibody-like diversity, we designed a set of skewed nucleotide mixtures yielding codons approximately matching the distribution observed in antibody complementarity-determining regions without incurring the expense of triphosphoramidite-based construction. These design elements were explored via comparison of three library designs: a random library, a library with wild-type bias in the DE loop only and tyrosine-serine diversity elsewhere, and a library with wild-type bias at 11 positions and the antibody-inspired amino acid distribution. Using pooled libraries for direct competition in a single tube, selection and maturation of binders to seven targets yielded 19 of 21 clones that originated from the structurally biased, tailored-diversity library design. Sequence analysis of the selected clones supports the importance of both tailored compositional diversity and structural bias. In addition, selection of both well and poorly expressed clones from two libraries further elucidated the impact of structural bias. Copyright (c) 2010 Elsevier Ltd. All rights reserved.

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Year:  2010        PMID: 20540948      PMCID: PMC3927142          DOI: 10.1016/j.jmb.2010.06.004

Source DB:  PubMed          Journal:  J Mol Biol        ISSN: 0022-2836            Impact factor:   5.469


  34 in total

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Authors:  Akiko Koide; Shohei Koide
Journal:  Methods Mol Biol       Date:  2007

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Authors:  Sachdev S Sidhu; Frederic A Fellouse
Journal:  Nat Chem Biol       Date:  2006-12       Impact factor: 15.040

3.  Isolating and engineering human antibodies using yeast surface display.

Authors:  Ginger Chao; Wai L Lau; Benjamin J Hackel; Stephen L Sazinsky; Shaun M Lippow; K Dane Wittrup
Journal:  Nat Protoc       Date:  2006       Impact factor: 13.491

4.  High-throughput generation of synthetic antibodies from highly functional minimalist phage-displayed libraries.

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Journal:  J Mol Biol       Date:  2007-08-19       Impact factor: 5.469

5.  High-affinity single-domain binding proteins with a binary-code interface.

Authors:  Akiko Koide; Ryan N Gilbreth; Kaori Esaki; Valentina Tereshko; Shohei Koide
Journal:  Proc Natl Acad Sci U S A       Date:  2007-04-09       Impact factor: 11.205

6.  Picomolar affinity fibronectin domains engineered utilizing loop length diversity, recursive mutagenesis, and loop shuffling.

Authors:  Benjamin J Hackel; Atul Kapila; K Dane Wittrup
Journal:  J Mol Biol       Date:  2008-06-24       Impact factor: 5.469

7.  Clustal W and Clustal X version 2.0.

Authors:  M A Larkin; G Blackshields; N P Brown; R Chenna; P A McGettigan; H McWilliam; F Valentin; I M Wallace; A Wilm; R Lopez; J D Thompson; T J Gibson; D G Higgins
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8.  Evolution of an interloop disulfide bond in high-affinity antibody mimics based on fibronectin type III domain and selected by yeast surface display: molecular convergence with single-domain camelid and shark antibodies.

Authors:  Dasa Lipovsek; Shaun M Lippow; Benjamin J Hackel; Melissa W Gregson; Paul Cheng; Atul Kapila; K Dane Wittrup
Journal:  J Mol Biol       Date:  2007-02-22       Impact factor: 5.469

9.  The intrinsic contributions of tyrosine, serine, glycine and arginine to the affinity and specificity of antibodies.

Authors:  Sara Birtalan; Yingnan Zhang; Frederic A Fellouse; Lihua Shao; Gabriele Schaefer; Sachdev S Sidhu
Journal:  J Mol Biol       Date:  2008-02-12       Impact factor: 5.469

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Journal:  J Mol Biol       Date:  2008-06-12       Impact factor: 5.469

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  43 in total

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Journal:  Protein Eng Des Sel       Date:  2011-12-09       Impact factor: 1.650

2.  Designed hydrophilic and charge mutations of the fibronectin domain: towards tailored protein biodistribution.

Authors:  Benjamin J Hackel; Ataya Sathirachinda; Sanjiv S Gambhir
Journal:  Protein Eng Des Sel       Date:  2012-06-12       Impact factor: 1.650

3.  An enhanced approach for engineering thermally stable proteins using yeast display.

Authors:  Tej V Pavoor; Jean A Wheasler; Viraj Kamat; Eric V Shusta
Journal:  Protein Eng Des Sel       Date:  2012-07-05       Impact factor: 1.650

4.  Co-evolution of affinity and stability of grafted amyloid-motif domain antibodies.

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Journal:  Protein Eng Des Sel       Date:  2015-09-19       Impact factor: 1.650

5.  Engineering of a novel subnanomolar affinity fibronectin III domain binder targeting human programmed death-ligand 1.

Authors:  Sindhuja Ramakrishnan; Arutselvan Natarajan; Carmel T Chan; Paramjyot Singh Panesar; Sanjiv S Gambhir
Journal:  Protein Eng Des Sel       Date:  2019-12-31       Impact factor: 1.650

6.  Cellular-Based Selections Aid Yeast-Display Discovery of Genuine Cell-Binding Ligands: Targeting Oncology Vascular Biomarker CD276.

Authors:  Lawrence A Stern; Patrick S Lown; Alexandra C Kobe; Lotfi Abou-Elkacem; Juergen K Willmann; Benjamin J Hackel
Journal:  ACS Comb Sci       Date:  2019-01-24       Impact factor: 3.784

7.  Constrained Combinatorial Libraries of Gp2 Proteins Enhance Discovery of PD-L1 Binders.

Authors:  Max A Kruziki; Vidur Sarma; Benjamin J Hackel
Journal:  ACS Comb Sci       Date:  2018-06-05       Impact factor: 3.784

8.  Local and global anatomy of antibody-protein antigen recognition.

Authors:  Meryl Wang; David Zhu; Jianwei Zhu; Ruth Nussinov; Buyong Ma
Journal:  J Mol Recognit       Date:  2017-12-08       Impact factor: 2.137

9.  Magnetic Bead-Immobilized Mammalian Cells Are Effective Targets to Enrich Ligand-Displaying Yeast.

Authors:  Patrick S Lown; Benjamin J Hackel
Journal:  ACS Comb Sci       Date:  2020-04-27       Impact factor: 3.784

10.  Epitope-guided engineering of monobody binders for in vivo inhibition of Erk-2 signaling.

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Journal:  ACS Chem Biol       Date:  2012-12-18       Impact factor: 5.100

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