Globally defining the effects of mutations in a picornavirus capsid

  1. Florian Mattenberger
  2. Victor Latorre
  3. Omer Tirosh
  4. Adi Stern
  5. Ron Geller  Is a corresponding author
  1. Universitat de Valencia, Spain
  2. Tel Aviv University, Israel

Abstract

The capsids of non-enveloped viruses are highly multimeric and multifunctional protein assemblies that play key roles in viral biology and pathogenesis. Despite their importance, a comprehensive understanding of how mutations affect viral fitness across different structural and functional attributes of the capsid is lacking. To address this limitation, we globally define the effects of mutations across the capsid of a human picornavirus. Using this resource, we identify structural and sequence determinants that accurately predict mutational fitness effects, refine evolutionary analyses, and define the sequence specificity of key capsid encoded motifs. Furthermore, capitalizing on the derived sequence requirements for capsid encoded protease cleavage sites, we implement a bioinformatic approach for identifying novel host proteins targeted by viral proteases. Our findings represent the most comprehensive investigation of mutational fitness effects in a picornavirus capsid to date and illuminate important aspects of viral biology, evolution, and host interactions.

Data availability

Sequencing data have been uploaded to SRA (Bioproject PRJNA643896, SRA SRP269871, Accession SRX8663374-SRX8663384). All data used in the paper are either included as supplemental data and/or can be found at https://github.com/RGellerLab/CVB3_Capsid_DMS.

The following data sets were generated

Article and author information

Author details

  1. Florian Mattenberger

    Institute for Integrative Systems Biology, Universitat de Valencia, Paterna, Spain
    Competing interests
    The authors declare that no competing interests exist.
  2. Victor Latorre

    Institute for Integrative Systems Biology, Universitat de Valencia, Paterna, Spain
    Competing interests
    The authors declare that no competing interests exist.
  3. Omer Tirosh

    School of Molecular Cell Biology and Biotechnology, Tel Aviv University, Tel-Aviv, Israel
    Competing interests
    The authors declare that no competing interests exist.
  4. Adi Stern

    School of Molecular Cell Biology and Biotechnology, Tel Aviv University, Tel-Aviv, Israel
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-2919-3542
  5. Ron Geller

    Institute for Integrative Systems Biology, Universitat de Valencia, Paterna, Spain
    For correspondence
    ron.geller@uv.es
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-7612-4611

Funding

Ministerio de Ciencia, Innovación y Universidades (BFU2017-86094-R)

  • Ron Geller

Ministerio de Economía, Industria y Competitividad, Gobierno de España (RYC-2015-17517)

  • Ron Geller

Ministerio de Economía, Industria y Competitividad, Gobierno de España (BES-2016-076677)

  • Florian Mattenberger

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

Copyright

© 2021, Mattenberger 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.

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. Florian Mattenberger
  2. Victor Latorre
  3. Omer Tirosh
  4. Adi Stern
  5. Ron Geller
(2021)
Globally defining the effects of mutations in a picornavirus capsid
eLife 10:e64256.
https://doi.org/10.7554/eLife.64256

Share this article

https://doi.org/10.7554/eLife.64256

Further reading

    1. Evolutionary Biology
    2. Microbiology and Infectious Disease
    Zach Hensel
    Short Report

    Accurate estimation of the effects of mutations on SARS-CoV-2 viral fitness can inform public-health responses such as vaccine development and predicting the impact of a new variant; it can also illuminate biological mechanisms including those underlying the emergence of variants of concern. Recently, Lan et al. reported a model of SARS-CoV-2 secondary structure and its underlying dimethyl sulfate reactivity data (Lan et al., 2022). I investigated whether base reactivities and secondary structure models derived from them can explain some variability in the frequency of observing different nucleotide substitutions across millions of patient sequences in the SARS-CoV-2 phylogenetic tree. Nucleotide basepairing was compared to the estimated ‘mutational fitness’ of substitutions, a measurement of the difference between a substitution’s observed and expected frequency that is correlated with other estimates of viral fitness (Bloom and Neher, 2023). This comparison revealed that secondary structure is often predictive of substitution frequency, with significant decreases in substitution frequencies at basepaired positions. Focusing on the mutational fitness of C→U, the most common type of substitution, I describe C→U substitutions at basepaired positions that characterize major SARS-CoV-2 variants; such mutations may have a greater impact on fitness than appreciated when considering substitution frequency alone.

    1. Evolutionary Biology
    Yiheng Zhang, Xing Wang ... Xiaoguang Yang
    Research Article

    Although fossil evidence suggests the existence of an early muscular system in the ancient cnidarian jellyfish from the early Cambrian Kuanchuanpu biota (ca. 535 Ma), south China, the mechanisms underlying the feeding and respiration of the early jellyfish are conjectural. Recently, the polyp inside the periderm of olivooids was demonstrated to be a calyx-like structure, most likely bearing short tentacles and bundles of coronal muscles at the edge of the calyx, thus presumably contributing to feeding and respiration. Here, we simulate the contraction and expansion of the microscopic periderm-bearing olivooid Quadrapyrgites via the fluid-structure interaction computational fluid dynamics (CFD) method to investigate their feeding and respiratory activities. The simulations show that the rate of water inhalation by the polyp subumbrella is positively correlated with the rate of contraction and expansion of the coronal muscles, consistent with the previous feeding and respiration hypothesis. The dynamic simulations also show that the frequent inhalation/exhalation of water through the periderm polyp expansion/contraction conducted by the muscular system of Quadrapyrgites most likely represents the ancestral feeding and respiration patterns of Cambrian sedentary medusozoans that predated the rhythmic jet-propelled swimming of the modern jellyfish. Most importantly for these Cambrian microscopic sedentary medusozoans, the increase of body size and stronger capacity of muscle contraction may have been indispensable in the stepwise evolution of active feeding and subsequent swimming in a higher flow (or higher Reynolds number) environment.