Deconstruction of the Ras switching cycle through saturation mutagenesis

  1. Pradeep Bandaru
  2. Neel H Shah
  3. Moitrayee Bhattacharyya
  4. John P Barton
  5. Yasushi Kondo
  6. Joshua C Cofsky
  7. Christine L Gee
  8. Arup K Chakraborty
  9. Tanja Kortemme
  10. Rama Ranganathan  Is a corresponding author
  11. John Kuriyan  Is a corresponding author
  1. University of California, Berkeley, United States
  2. Ragon Institute of MGH, MIT and Harvard, United States
  3. University of California, San Francisco, United States
  4. University of Texas Southwestern Medical Center, United States

Abstract

Ras proteins are highly conserved signaling molecules that exhibit regulated, nucleotide-dependent switching between active and inactive states. The high conservation of Ras requires mechanistic explanation, especially given the general mutational tolerance of proteins. Here, we use deep mutational scanning, biochemical analysis and molecular simulations to understand constraints on Ras sequence. Ras exhibits global sensitivity to mutation when regulated by a GTPase activating protein and a nucleotide exchange factor. Removing the regulators shifts the distribution of mutational effects to be largely neutral, and reveals hotspots of activating mutations in residues that restrain Ras dynamics and promote the inactive state. Evolutionary analysis, combined with structural and mutational data, argue that Ras has co-evolved with its regulators in the vertebrate lineage. Overall, our results show that sequence conservation in Ras depends strongly on the biochemical network in which it operates, providing a framework for understanding the origin of global selection pressures on proteins.

Article and author information

Author details

  1. Pradeep Bandaru

    Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, United States
    Competing interests
    No competing interests declared.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-9354-3340
  2. Neel H Shah

    Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, United States
    Competing interests
    No competing interests declared.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-1186-0626
  3. Moitrayee Bhattacharyya

    Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, United States
    Competing interests
    No competing interests declared.
  4. John P Barton

    Ragon Institute of MGH, MIT and Harvard, Cambridge, United States
    Competing interests
    No competing interests declared.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-1467-421X
  5. Yasushi Kondo

    Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, United States
    Competing interests
    No competing interests declared.
  6. Joshua C Cofsky

    Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, United States
    Competing interests
    No competing interests declared.
  7. Christine L Gee

    Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, United States
    Competing interests
    No competing interests declared.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-2632-6418
  8. Arup K Chakraborty

    Ragon Institute of MGH, MIT and Harvard, Cambridge, United States
    Competing interests
    Arup K Chakraborty, Senior editor, eLife.
  9. Tanja Kortemme

    Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, United States
    Competing interests
    No competing interests declared.
  10. Rama Ranganathan

    Green Center for Systems Biology, University of Texas Southwestern Medical Center, Dallas, United States
    For correspondence
    rama.ranganathan@utsouthwestern.edu
    Competing interests
    No competing interests declared.
  11. John Kuriyan

    Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, United States
    For correspondence
    jkuriyan@mac.com
    Competing interests
    John Kuriyan, Senior editor, eLife.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-4414-5477

Funding

Howard Hughes Medical Institute

  • Pradeep Bandaru
  • Neel H Shah
  • Moitrayee Bhattacharyya
  • Yasushi Kondo
  • Joshua C Cofsky
  • Christine L Gee

National Institutes of Health

  • John P Barton
  • Arup K Chakraborty

Damon Runyon Cancer Research Foundation

  • Neel H Shah

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

Reviewing Editor

  1. Alfonso Valencia, Barcelona Supercomputing Center - BSC, Spain

Version history

  1. Received: April 14, 2017
  2. Accepted: July 5, 2017
  3. Accepted Manuscript published: July 7, 2017 (version 1)
  4. Version of Record published: August 1, 2017 (version 2)

Copyright

© 2017, Bandaru 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

  • 9,573
    views
  • 1,468
    downloads
  • 93
    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. Pradeep Bandaru
  2. Neel H Shah
  3. Moitrayee Bhattacharyya
  4. John P Barton
  5. Yasushi Kondo
  6. Joshua C Cofsky
  7. Christine L Gee
  8. Arup K Chakraborty
  9. Tanja Kortemme
  10. Rama Ranganathan
  11. John Kuriyan
(2017)
Deconstruction of the Ras switching cycle through saturation mutagenesis
eLife 6:e27810.
https://doi.org/10.7554/eLife.27810

Share this article

https://doi.org/10.7554/eLife.27810

Further reading

    1. Structural Biology and Molecular Biophysics
    Nicholas James Ose, Paul Campitelli ... Sefika Banu Ozkan
    Research Article

    We integrate evolutionary predictions based on the neutral theory of molecular evolution with protein dynamics to generate mechanistic insight into the molecular adaptations of the SARS-COV-2 spike (S) protein. With this approach, we first identified candidate adaptive polymorphisms (CAPs) of the SARS-CoV-2 S protein and assessed the impact of these CAPs through dynamics analysis. Not only have we found that CAPs frequently overlap with well-known functional sites, but also, using several different dynamics-based metrics, we reveal the critical allosteric interplay between SARS-CoV-2 CAPs and the S protein binding sites with the human ACE2 (hACE2) protein. CAPs interact far differently with the hACE2 binding site residues in the open conformation of the S protein compared to the closed form. In particular, the CAP sites control the dynamics of binding residues in the open state, suggesting an allosteric control of hACE2 binding. We also explored the characteristic mutations of different SARS-CoV-2 strains to find dynamic hallmarks and potential effects of future mutations. Our analyses reveal that Delta strain-specific variants have non-additive (i.e., epistatic) interactions with CAP sites, whereas the less pathogenic Omicron strains have mostly additive mutations. Finally, our dynamics-based analysis suggests that the novel mutations observed in the Omicron strain epistatically interact with the CAP sites to help escape antibody binding.

    1. Structural Biology and Molecular Biophysics
    Marco van den Noort, Panagiotis Drougkas ... Bert Poolman
    Research Article

    Bacteria utilize various strategies to prevent internal dehydration during hypertonic stress. A common approach to countering the effects of the stress is to import compatible solutes such as glycine betaine, leading to simultaneous passive water fluxes following the osmotic gradient. OpuA from Lactococcus lactis is a type I ABC-importer that uses two substrate-binding domains (SBDs) to capture extracellular glycine betaine and deliver the substrate to the transmembrane domains for subsequent transport. OpuA senses osmotic stress via changes in the internal ionic strength and is furthermore regulated by the 2nd messenger cyclic-di-AMP. We now show, by means of solution-based single-molecule FRET and analysis with multi-parameter photon-by-photon hidden Markov modeling, that the SBDs transiently interact in an ionic strength-dependent manner. The smFRET data are in accordance with the apparent cooperativity in transport and supported by new cryo-EM data of OpuA. We propose that the physical interactions between SBDs and cooperativity in substrate delivery are part of the transport mechanism.