Predicting the sizes of large RNA molecules
Open accessAbstract
We present a theory of the dependence on sequence of the three-dimensional size of large single-stranded (ss) RNA molecules. The work is motivated by the fact that the genomes of many viruses are large ssRNA molecules—often several thousand nucleotides long—and that these RNAs are spontaneously packaged into small rigid protein shells. We argue that there has been evolutionary pressure for the genome to have overall spatial properties—including an appropriate radius of gyration, R g —that facilitate this assembly process. For an arbitrary RNA sequence, we introduce the (thermal) average maximum ladder distance (〈MLD〉) and use it as a measure of the “extendedness” of the RNA secondary structure. The 〈MLD〉 values of viral ssRNAs that package into capsids of fixed size are shown to be consistently smaller than those for randomly permuted sequences of the same length and base composition, and also smaller than those of natural ssRNAs that are not under evolutionary pressure to have a compact native form. By mapping these secondary structures onto a linear polymer model and by using 〈MLD〉 as a measure of effective contour length, we predict the R g values of viral ssRNAs are smaller than those of nonviral sequences. More generally, we predict the average 〈MLD〉 values of large nonviral ssRNAs scale as N 0.67±0.01 , where N is the number of nucleotides, and that their R g values vary as 〈MLD〉 0.5 in an ideal solvent, and hence as N 0.34 . An alternative analysis, which explicitly includes all branches, is introduced and shown to yield consistent results.
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The effect of high translation efficiency on stability may derive from overcrowding of ribosomes on mRNA coding regions due to rapid initiation, which can induce sterical ribosome collisions that lead to translation-dependent mRNA decay.
“This effect may derive from overcrowding of ribosomes on mRNA coding regions due to rapid initiation, which can induce sterical ribosome collisions that have recently been found to lead to translation-dependent mRNA decay78,79.”
From Combinatorial optimization of mRNA structure, stability, and translation for RNA-based therapeutics (2022) · cites this paper as [78]
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Mfold web server for nucleic acid folding and hybridization prediction
Zuker, M. (2003) · Nucleic Acids Research · doi:10.1093/nar/gkg595 · Cited by 13,404 · see citing works
Single-Molecule Measurements of the Persistence Length of Double-Stranded RNA
Abels, J. A., Moreno-Herrero, F., van der Heijden, T., Dekker, C., & Dekker, N. H. (2005) · Biophysical Journal · doi:10.1529/biophysj.104.052811 · Cited by 269 · see citing works
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Combinatorial optimization of mRNA structure, stability, and translation for RNA-based therapeutics
Leppek, K., Byeon, G. W., Kladwang, W., Wayment-Steele, H. K., Kerr, C. H., Xu, A. F., Kim, D. S., Topkar, V. V., Choe, C., Rothschild, D., et al. (2022) · Nature Communications · doi:10.1038/s41467-022-28776-w · Cited by 399 · see citing works
Combinatorial optimization of mRNA structure, stability, and translation for RNA-based therapeutics
Leppek, K., Byeon, G. W., Kladwang, W., Wayment-Steele, H. K., Kerr, C. H., Xu, A. F., Kim, D. S., Topkar, V. V., Choe, C., Rothschild, D., et al. (2021) · doi:10.1101/2021.03.29.437587 · Cited by 399 · see citing works
Theoretical basis for stabilizing messenger RNA through secondary structure design
Wayment-Steele, H. K., Kim, D. S., Choe, C. A., Nicol, J. J., Wellington-Oguri, R., Watkins, A. M., Parra Sperberg, R. A., Huang, P.-S., Participants, E., & Das, R. (2021) · Nucleic Acids Research · doi:10.1093/nar/gkab764 · Cited by 197 · see citing works
- Authors
- Yoffe, A. M., Prinsen, P., Gopal, A., Knobler, C. M., Gelbart, W. M., & Ben-Shaul, A.
- Affiliations
- University of California, Los Angeles (US)
- Department of Physical Chemistry and the Fritz Haber Research Center, The Hebrew University, Jerusalem 91904, Israel
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2008-10-21
- Volume
- 105
- Issue
- 42
- Pages
- 16153-16158
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC2570976
- OpenAlex
- W2128647019
- Cited by
- 140
- References
- 2
- Citations by year
- 2026: 7 · 2025: 13 · 2024: 4 · 2023: 4 · 2022: 7 · 2021: 8 · 2020: 9 · 2019: 6 · 2018: 5 · 2017: 6 · 2016: 8 · 2015: 14 · 2014: 9 · 2013: 10 · 2012: 10
- FWCI
- 2.53
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Science Foundation (0714411)
- Nederlandse Organisatie voor Wetenschappelijk Onderzoek
- University of California, Los Angeles
- Division of Chemistry
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › RNA and protein synthesis mechanisms
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › DNA and Nucleic Acid Chemistry
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
- Keywords
- single-stranded RNA, radius of gyration, RNA secondary structure, polymer models, RNA folding
- MeSH terms
- Base Sequence, Models, Molecular, Molecular Sequence Data, Nucleic Acid Conformation, RNA
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