PreprintCited by 11Bacteriophages and microbial interactionsEvolution and Genetic DynamicsSupramolecular Self-Assembly in Materials

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Systematic Engineering of Virus-Like Particles to Identify Self-Assembly Rules for Shifting Particle Size

Open access
Ikwuagwu, Bon, Hartman, Emily, Mills, Carolyn, Tullman-Ercek, Danielle·2022·Virology

Preprint — published as 10.1016/j.virol.2023.01.002 · Paper page

Abstract

Virus-like particles (VLPs) are promising scaffolds for biomaterials as well as diagnostic and therapeutic applications. However, there are some key challenges to be solved, such as the ability to engineer alternate sizes for varied use cases. To this end, we created a library of MS2 VLP variants at two key residues in the coat protein which have been implicated as important to controlling VLP size and geometry. By adapting a method for systematic mutagenesis coupled with size-based selections and high-throughput sequencing as a readout, we developed a quantitative assessment of two residues in MS2 coat protein that govern the size shift in MS2 VLPs. We then applied the strategy to the equivalent residues in Qβ VLPs, an MS2 homolog, and demonstrate that the analogous pair of residues are also able to impact VLP size and shape. These results underscore the power of fitness landscapes in identifying critical features for assembly.

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Research works printed but not linked: 26

  1. 2012, Osmolyte-Mediated Encapsulation of Proteins inside MS2 Viral Capsids, ACS Nano, 6, 8658, 10.1021/nn302183h · DOI
  2. 2021, P22 virus-like particles as an effective antigen delivery nanoplatform for cancer immunotherapy, Biomaterials, 271, 120726, 10.1016/j.biomaterials.2021.120726 · DOI
  3. 2020, Synthetic Virus-like Particles for Glutathione Biosynthesis, ACS Synthetic Biology, 9, 3298, 10.1021/acssynbio.0c00368 · DOI
  4. 2016, A Catalytic Nanoreactor Based on in Vivo Encapsulation of Multiple Enzymes in an Engineered Protein Nanocompartment, ChemBioChem, 17, 1931, 10.1002/cbic.201600431 · DOI
  5. 2015, Influence of Electrostatics on Small Molecule Flux through a Protein Nanoreactor, ACS Synthetic Biology, 4, 1011, 10.1021/acssynbio.5b00037 · DOI
  6. 2016, Targeted Molecular Imaging of Cancer Cells Using MS2-Based 129Xe NMR, Bioconjugate Chemistry, 27, 1796, 10.1021/acs.bioconjchem.6b00275 · DOI
  7. 2013, Controlled Integration of Gold Nanoparticles and Organic Fluorophores Using Synthetically Modified MS2 Viral Capsids, Journal of the American Chemical Society, 135, 3011, 10.1021/ja3078472 · DOI
  8. 10.1038/nature25157 · DOI
  9. 10.1038/nature18010 · DOI
  10. 2016, Stable Disk Assemblies of a Tobacco Mosaic Virus Mutant as Nanoscale Scaffolds for Applications in Drug Delivery, Bioconjugate Chemistry, 27, 2480, 10.1021/acs.bioconjchem.6b00424 · DOI
  11. 2022, Structural Assembly of Qβ Virion and Its Diverse Forms of Virus-like Particles, Viruses, 14, 225, 10.3390/v14020225 · DOI
  12. 10.1021/bm300590x · DOI
  13. 2016, A Selection for Assembly Reveals That a Single Amino Acid Mutant of the Bacteriophage MS2 Coat Protein Forms a Smaller Virus-like Particle, Nano Letters, 16, 5944, 10.1021/acs.nanolett.6b02948 · DOI
  14. 2019, Learning from protein fitness landscapes: a review of mutability, epistasis, and evolution, Current Opinion in Systems Biology, 14, 25, 10.1016/j.coisb.2019.02.006 · DOI
  15. 2018, Quantitative characterization of all single amino acid variants of a viral capsid-based drug delivery vehicle, Nature Communications, 9, 1385, 10.1038/s41467-018-03783-y · DOI
  16. 10.1016/j.jmb.2007.03.020 · DOI
  17. 10.1021/acs.biochem.8b00948 · DOI
  18. 2020, Engineering a Virus-like Particle to Display Peptide Insertions Using an Apparent Fitness Landscape, Biomacromolecules, 21, 4194, 10.1021/acs.biomac.0c00987 · DOI
  19. 2019, Systematic Engineering of a Protein Nanocage for High-Yield, Site-Specific Modification, Journal of the American Chemical Society, 141, 3875, 10.1021/jacs.8b10734 · DOI
  20. Trimmomatic: a flexible trimmer for Illumina sequence data | Bioinformatics | Oxford Academic. (n.d.). Retrieved July 20, 2022, from https://academic.oup.com/bioinformatics/article/30/15/2114/2390096?login=true · DOI · Paper page
  21. 2012, NIH Image to ImageJ: 25 years of image analysis, Nature Methods, 9, 671, 10.1038/nmeth.2089 · DOI · Paper page
  22. 1993, The RNA binding site of bacteriophage MS2 coat protein, The EMBO Journal, 12, 595, 10.1002/j.1460-2075.1993.tb05691.x · DOI
  23. 10.1016/j.jmb.2015.11.014 · DOI
  24. 10.1016/j.jmb.2013.06.005 · DOI
  25. 10.1038/345036a0 · DOI · Paper page
  26. 10.1006/jmbi.1997.1214 · DOI

Metadata

Authors
Ikwuagwu, B., Hartman, E., Mills, C., & Tullman-Ercek, D.
Affiliations
  • Northwestern University (US)
  • University of California, Berkeley (US)
Venue
Virology
Publisher
openRxiv
Published
2022-09-03
Volume
579
Pages
137-147
ISSN
0042-6822 (ISSN-L)
OpenAlex
W4313560633
Cited by
11
References
1
Citations by year
2026: 3 · 2025: 3 · 2024: 4 · 2023: 1
FWCI
1.78
Type
journal article
Language
en
Open access
Locations
  • Virology (publishedVersion)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
Funders
  • National Science Foundation (2043973)
  • U.S. Department of Defense (32 CFR 168 a)
  • National Institutes of Health
  • National Defense Science and Engineering Graduate (32 CFR 168a, CFR 168a)
  • National Institute of General Medical Sciences (T32GM105538)
  • Division of Chemical, Bioengineering, Environmental, and Transport Systems
  • Air Force Office of Scientific Research
Topics
  • Life Sciences › Immunology and Microbiology › Virology › Bacteriophages and microbial interactions
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Evolution and Genetic Dynamics
  • Physical Sciences › Materials Science › Biomaterials › Supramolecular Self-Assembly in Materials
Keywords
virus-like particles, MS2 coat protein, self-assembly, fitness landscape, next-generation sequencing, protein engineering
MeSH terms
Particle Size, Gene Library, Vaccines, Virus-Like Particle

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