Theoretical analysis reveals a role for RAF conformational autoinhibition in paradoxical activation

  1. Gaurav Mendiratta
  2. Edward Stites  Is a corresponding author
  1. Salk Institute for Biological Studies, United States
  2. Yale University, United States

Abstract

RAF kinase inhibitors can, under certain conditions, increase RAF kinase signaling. This process, which is commonly referred to as 'paradoxical activation' (PA), is incompletely understood. We use mathematical and computational modeling to investigate PA, and we derive rigorous analytical expressions that illuminate the underlying mechanism of this complex phenomenon. We find that conformational autoinhibition modulation by a RAF inhibitor could be sufficient to create PA. We find that experimental RAF-inhibitor drug dose response data that characterize PA across different types of RAF inhibitors are best explained by a model that includes RAF-inhibitor modulation of three properties: conformational autoinhibition, dimer affinity, and drug binding within the dimer (i.e., negative cooperativity). Overall, this work establishes conformational autoinhibition as a robust mechanism for RAF-inhibitor driven PA based solely on equilibrium dynamics of canonical interactions that comprise RAF signaling and inhibition.

Data availability

All data needed to evaluate the conclusions in the paper are present in the paper or the Supplementary Materials. All materials are available upon request from the corresponding author.

Article and author information

Author details

  1. Gaurav Mendiratta

    Integrative Biology Laboratory, Salk Institute for Biological Studies, La Jolla, United States
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0001-5091-348X
  2. Edward Stites

    Department of Laboratory Medicine, Yale University, New Haven, United States
    For correspondence
    edward.stites@yale.edu
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-3783-7336

Funding

National Institutes of Health (K22CA216318)

  • Edward Stites

National Institutes of Health (DP2AT011327)

  • Edward Stites

Melanoma Research Alliance (Young Investigator Award)

  • Edward Stites

Joe W. and Dorothy Dorsett Brown Foundation (N/A)

  • Edward Stites

Salk Institute for Biological Studies

  • Gaurav Mendiratta

Conrad Prebys Foundation (N/A)

  • Edward Stites

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

Reviewing Editor

  1. Natalia Jura, University of California, San Francisco, United States

Version history

  1. Preprint posted: November 20, 2019 (view preprint)
  2. Received: August 16, 2022
  3. Accepted: October 10, 2023
  4. Accepted Manuscript published: October 12, 2023 (version 1)
  5. Version of Record published: November 6, 2023 (version 2)

Copyright

© 2023, Mendiratta & Stites

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

  • 692
    views
  • 125
    downloads
  • 1
    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. Gaurav Mendiratta
  2. Edward Stites
(2023)
Theoretical analysis reveals a role for RAF conformational autoinhibition in paradoxical activation
eLife 12:e82739.
https://doi.org/10.7554/eLife.82739

Share this article

https://doi.org/10.7554/eLife.82739

Further reading

    1. Biochemistry and Chemical Biology
    2. Computational and Systems Biology
    Richard Sejour, Janet Leatherwood ... Bruce Futcher
    Research Article

    Previously, Tuller et al. found that the first 30–50 codons of the genes of yeast and other eukaryotes are slightly enriched for rare codons. They argued that this slowed translation, and was adaptive because it queued ribosomes to prevent collisions. Today, the translational speeds of different codons are known, and indeed rare codons are translated slowly. We re-examined this 5’ slow translation ‘ramp.’ We confirm that 5’ regions are slightly enriched for rare codons; in addition, they are depleted for downstream Start codons (which are fast), with both effects contributing to slow 5’ translation. However, we also find that the 5’ (and 3’) ends of yeast genes are poorly conserved in evolution, suggesting that they are unstable and turnover relatively rapidly. When a new 5’ end forms de novo, it is likely to include codons that would otherwise be rare. Because evolution has had a relatively short time to select against these codons, 5’ ends are typically slightly enriched for rare, slow codons. Opposite to the expectation of Tuller et al., we show by direct experiment that genes with slowly translated codons at the 5’ end are expressed relatively poorly, and that substituting faster synonymous codons improves expression. Direct experiment shows that slow codons do not prevent downstream ribosome collisions. Further informatic studies suggest that for natural genes, slow 5’ ends are correlated with poor gene expression, opposite to the expectation of Tuller et al. Thus, we conclude that slow 5’ translation is a ‘spandrel’--a non-adaptive consequence of something else, in this case, the turnover of 5’ ends in evolution, and it does not improve translation.

    1. Biochemistry and Chemical Biology
    Boglarka Zambo, Evelina Edelweiss ... Gergo Gogl
    Research Article

    Truncation of the protein-protein interaction SH3 domain of the membrane remodeling Bridging Integrator 1 (BIN1, Amphiphysin 2) protein leads to centronuclear myopathy. Here, we assessed the impact of a set of naturally observed, previously uncharacterized BIN1 SH3 domain variants using conventional in vitro and cell-based assays monitoring the BIN1 interaction with dynamin 2 (DNM2) and identified potentially harmful ones that can be also tentatively connected to neuromuscular disorders. However, SH3 domains are typically promiscuous and it is expected that other, so far unknown partners of BIN1 exist besides DNM2, that also participate in the development of centronuclear myopathy. In order to shed light on these other relevant interaction partners and to get a holistic picture of the pathomechanism behind BIN1 SH3 domain variants, we used affinity interactomics. We identified hundreds of new BIN1 interaction partners proteome-wide, among which many appear to participate in cell division, suggesting a critical role of BIN1 in the regulation of mitosis. Finally, we show that the identified BIN1 mutations indeed cause proteome-wide affinity perturbation, signifying the importance of employing unbiased affinity interactomic approaches.