Role of framework mutations and antibody flexibility in the evolution of broadly neutralizing antibodies

  1. Victor Ovchinnikov
  2. Joy E Louveau
  3. John P Barton
  4. Martin Karplus  Is a corresponding author
  5. Arup K Chakraborty  Is a corresponding author
  1. Harvard University, United States
  2. Massachusetts Institute of Technology, United States

Abstract

Eliciting antibodies that are cross reactive with surface proteins of diverse strains of highly mutable pathogens (e.g., HIV, influenza) could be key for developing effective universal vaccines. Mutations in the framework regions of such broadly neutralizing antibodies (bnAbs) have been reported to play a role in determining their properties. We used molecular dynamics simulations and models of affinity maturation to study specific bnAbs against HIV. Our results suggest specific classes of evolutionary lineages: if germline B cells that initiate affinity maturation have high affinity for the conserved residues of the targeted epitope, framework mutations increase antibody rigidity as affinity maturation progresses to evolve bnAbs. If the germline B cells exhibit weak/moderate affinity for conserved residues, an initial increase in flexibility via framework mutations may be required to enable evolution of bnAbs. Subsequent mutations that increase rigidity result in highly potent bnAbs. Implications of our results for immunogen design are discussed.

Article and author information

Author details

  1. Victor Ovchinnikov

    Department of Chemistry and Chemical Biology, Harvard University, Cambridge, United States
    Competing interests
    No competing interests declared.
  2. Joy E Louveau

    Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, United States
    Competing interests
    No competing interests declared.
  3. John P Barton

    Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, United States
    Competing interests
    No competing interests declared.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-1467-421X
  4. Martin Karplus

    Department of Chemistry and Chemical Biology, Harvard University, Cambridge, United States
    For correspondence
    marci@tammy.harvard.edu
    Competing interests
    No competing interests declared.
  5. Arup K Chakraborty

    Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, United States
    For correspondence
    arupc@MIT.EDU
    Competing interests
    Arup K Chakraborty, Senior editor, eLife.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-1268-9602

Funding

Lawrence Livermore National Laboratory (LLC Award #B620960)

  • Victor Ovchinnikov
  • Joy E Louveau
  • Martin Karplus
  • Arup K Chakraborty

Ragon Institute

  • Joy E Louveau
  • John P Barton
  • Arup K Chakraborty

CHARMM development project

  • Victor Ovchinnikov
  • Martin Karplus

The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.

Copyright

© 2018, Ovchinnikov et al.

This article is distributed under the terms of the Creative Commons Attribution License permitting unrestricted use and redistribution provided that the original author and source are credited.

Metrics

  • 5,178
    views
  • 740
    downloads
  • 75
    citations

Views, downloads and citations are aggregated across all versions of this paper published by eLife.

Download links

A two-part list of links to download the article, or parts of the article, in various formats.

Downloads (link to download the article as PDF)

Open citations (links to open the citations from this article in various online reference manager services)

Cite this article (links to download the citations from this article in formats compatible with various reference manager tools)

  1. Victor Ovchinnikov
  2. Joy E Louveau
  3. John P Barton
  4. Martin Karplus
  5. Arup K Chakraborty
(2018)
Role of framework mutations and antibody flexibility in the evolution of broadly neutralizing antibodies
eLife 7:e33038.
https://doi.org/10.7554/eLife.33038

Share this article

https://doi.org/10.7554/eLife.33038

Further reading

    1. Immunology and Inflammation
    Chan-Su Park, Jian Guan ... Scheherazade Sadegh-Nasseri
    Research Article

    The fate of developing T cells is determined by the strength of T cell receptor (TCR) signal they receive in the thymus. This process is finely regulated through the tuning of positive and negative regulators in thymocytes. The Family with sequence similarity 49 member B (Fam49b) protein is a newly discovered negative regulator of TCR signaling that has been shown to suppress Rac-1 activity in vitro in cultured T cell lines. However, the contribution of Fam49b to the thymic development of T cells is unknown. To investigate this important issue, we generated a novel mouse line deficient in Fam49b (Fam49b-KO). We observed that Fam49b-KO double positive (DP) thymocytes underwent excessive negative selection, whereas the positive selection stage was unaffected. Fam49b deficiency impaired the survival of single positive thymocytes and peripheral T cells. This altered development process resulted in significant reductions in CD4 and CD8 single-positive thymocytes as well as peripheral T cells. Interestingly, a large proportion of the TCRγδ+ and CD8αα+TCRαβ+ gut intraepithelial T lymphocytes were absent in Fam49b-KO mice. Our results demonstrate that Fam49b dampens thymocytes TCR signaling in order to escape negative selection during development, uncovering the function of Fam49b as a critical regulator of the selection process to ensure normal thymocyte development and peripheral T cells survival.

    1. Cell Biology
    2. Immunology and Inflammation
    Richard A Kahn, Harvinder Virk ... Skye Longworth
    Feature Article

    Antibodies are used in many areas of biomedical and clinical research, but many of these antibodies have not been adequately characterized, which casts doubt on the results reported in many scientific papers. This problem is compounded by a lack of suitable control experiments in many studies. In this article we review the history of the ‘antibody characterization crisis’, and we document efforts and initiatives to address the problem, notably for antibodies that target human proteins. We also present recommendations for a range of stakeholders – researchers, universities, journals, antibody vendors and repositories, scientific societies and funders – to increase the reproducibility of studies that rely on antibodies.