Literature DB >> 30611676

Epistasis in a Fitness Landscape Defined by Antibody-Antigen Binding Free Energy.

Rhys M Adams1, Justin B Kinney2, Aleksandra M Walczak3, Thierry Mora4.   

Abstract

Epistasis is the phenomenon by which the effect of a mutation depends on its genetic background. While it is usually defined in terms of organismal fitness, for single proteins, it must reflect physical interactions among residues. Here, we systematically extract the specific contribution pairwise epistasis makes to the physical affinity of antibody-antigen binding relevant to affinity maturation, a process of accelerated Darwinian evolution. We find that, among competing definitions of affinity, the binding free energy is the most appropriate to describe epistasis. We show that epistasis is pervasive, accounting for 25%-35% of variability, of which a large fraction is beneficial. This work suggests that epistasis both constrains, through negative epistasis, and enlarges, through positive epistasis, the set of possible evolutionary paths that can produce high-affinity sequences during repeated rounds of mutation and selection.
Copyright © 2018 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  antibody; binding affinity; complementarity-determining regions; epistasis; fitness landscape

Mesh:

Substances:

Year:  2019        PMID: 30611676      PMCID: PMC6487650          DOI: 10.1016/j.cels.2018.12.004

Source DB:  PubMed          Journal:  Cell Syst        ISSN: 2405-4712            Impact factor:   11.091


  62 in total

1.  Direct-coupling analysis of residue coevolution captures native contacts across many protein families.

Authors:  Faruck Morcos; Andrea Pagnani; Bryan Lunt; Arianna Bertolino; Debora S Marks; Chris Sander; Riccardo Zecchina; José N Onuchic; Terence Hwa; Martin Weigt
Journal:  Proc Natl Acad Sci U S A       Date:  2011-11-21       Impact factor: 11.205

2.  The role of epistatic gene interactions in the response to selection and the evolution of evolvability.

Authors:  Ashley J R Carter; Joachim Hermisson; Thomas F Hansen
Journal:  Theor Popul Biol       Date:  2005-08-24       Impact factor: 1.570

3.  Protein evolution. Pervasive degeneracy and epistasis in a protein-protein interface.

Authors:  Anna I Podgornaia; Michael T Laub
Journal:  Science       Date:  2015-02-06       Impact factor: 47.728

4.  Navigating the protein fitness landscape with Gaussian processes.

Authors:  Philip A Romero; Andreas Krause; Frances H Arnold
Journal:  Proc Natl Acad Sci U S A       Date:  2012-12-31       Impact factor: 11.205

5.  Permissive secondary mutations enable the evolution of influenza oseltamivir resistance.

Authors:  Jesse D Bloom; Lizhi Ian Gong; David Baltimore
Journal:  Science       Date:  2010-06-04       Impact factor: 47.728

6.  A comprehensive biophysical description of pairwise epistasis throughout an entire protein domain.

Authors:  C Anders Olson; Nicholas C Wu; Ren Sun
Journal:  Curr Biol       Date:  2014-10-16       Impact factor: 10.834

7.  The spatial architecture of protein function and adaptation.

Authors:  Richard N McLaughlin; Frank J Poelwijk; Arjun Raman; Walraj S Gosal; Rama Ranganathan
Journal:  Nature       Date:  2012-10-07       Impact factor: 49.962

8.  Measuring the sequence-affinity landscape of antibodies with massively parallel titration curves.

Authors:  Rhys M Adams; Thierry Mora; Aleksandra M Walczak; Justin B Kinney
Journal:  Elife       Date:  2016-12-30       Impact factor: 8.140

9.  High-throughput immune repertoire analysis with IGoR.

Authors:  Quentin Marcou; Thierry Mora; Aleksandra M Walczak
Journal:  Nat Commun       Date:  2018-02-08       Impact factor: 14.919

10.  Stability-mediated epistasis constrains the evolution of an influenza protein.

Authors:  Lizhi Ian Gong; Marc A Suchard; Jesse D Bloom
Journal:  Elife       Date:  2013-05-14       Impact factor: 8.140

View more
  5 in total

1.  In vitro evolution of antibody affinity via insertional scanning mutagenesis of an entire antibody variable region.

Authors:  Kalliopi Skamaki; Stephane Emond; Matthieu Chodorge; John Andrews; D Gareth Rees; Daniel Cannon; Bojana Popovic; Andrew Buchanan; Ralph R Minter; Florian Hollfelder
Journal:  Proc Natl Acad Sci U S A       Date:  2020-10-16       Impact factor: 11.205

2.  Tuning environmental timescales to evolve and maintain generalists.

Authors:  Vedant Sachdeva; Kabir Husain; Jiming Sheng; Shenshen Wang; Arvind Murugan
Journal:  Proc Natl Acad Sci U S A       Date:  2020-05-26       Impact factor: 11.205

3.  Multiplexed Gene Expression Tuning with Orthogonal Synthetic Gene Circuits.

Authors:  Mariola Szenk; Terrence Yim; Gábor Balázsi
Journal:  ACS Synth Biol       Date:  2020-03-23       Impact factor: 5.110

Review 4.  Intelligent host engineering for metabolic flux optimisation in biotechnology.

Authors:  Lachlan J Munro; Douglas B Kell
Journal:  Biochem J       Date:  2021-10-29       Impact factor: 3.857

5.  Selecting for Altered Substrate Specificity Reveals the Evolutionary Flexibility of ATP-Binding Cassette Transporters.

Authors:  Sriram Srikant; Rachelle Gaudet; Andrew W Murray
Journal:  Curr Biol       Date:  2020-03-26       Impact factor: 10.834

  5 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.