ArticleNucleic acids research2006
A periodic pattern of mRNA secondary structure created by the genetic code.
Article in Nucleic acids research, 2006. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 114 papers.
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Who cites it
114 citing papers in PubMed.
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- Accelerate the Highly Efficient Development of mRNA Vaccines Through Advanced Computational Methods.MedComm · 2026Review
- Functional synonymous mutations and their evolutionary consequences.Nature reviews. Genetics · 2025Review
- Recent Findings on Therapeutic Cancer Vaccines: An Updated Review.Biomolecules · 2024Review
- Fitness benefits of a synonymous substitution in an ancient EF-Tu gene depend on the genetic background.Journal of bacteriology · 2024Article
- Probing RNA structural landscapes acrossFrontiers in microbiology · 2024Article
- Tailor made: the art of therapeutic mRNA design.Nature reviews. Drug discovery · 2024Review
- RNA modification in mRNA cancer vaccines.Clinical and experimental medicine · 2023Review
- Article
- Led-Seq: ligation-enhanced double-end sequence-based structure analysis of RNA.Nucleic acids research · 2023Article
- Analysis of evolutionary and genetic patterns in structural genes of primate lentiviruses.Genes & genomics · 2022Article
- Compositional biases in RNA viruses: Causes, consequences and applications.Wiley interdisciplinary reviews. RNA · 2022Review
- Chemical reversible crosslinking enables measurement of RNA 3D distances and alternative conformations in cells.Nature communications · 2022Article
- Wheat in vivo RNA structure landscape reveals a prevalent role of RNA structure in modulating translational subgenome expression asymmetry.Genome biology · 2021Article
- Strategies for controlling the innate immune activity of conventional and self-amplifying mRNA therapeutics: Getting the message across.Advanced drug delivery reviews · 2021Review
- Application of Modified mRNA in Somatic Reprogramming to Pluripotency and Directed Conversion of Cell Fate.International journal of molecular sciences · 2021Review
- Transcription Regulation Through Nascent RNA Folding.Journal of molecular biology · 2021Review
- Evolution and spread of SARS-CoV-2 likely to be affected by climate.Climate change ecology · 2021Article
54 more citing papers are in PubMed but not listed here.
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3 authors.
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Abstract
Single-stranded mRNA molecules form secondary structures through complementary self-interactions. Several hypotheses have been proposed on the relationship between the nucleotide sequence, encoded amino acid sequence and mRNA secondary structure. We performed the first transcriptome-wide in silico analysis of the human and mouse mRNA foldings and found a pronounced periodic pattern of nucleotide involvement in mRNA secondary structure. We show that this pattern is created by the structure of the genetic code, and the dinucleotide relative abundances are important for the maintenance of mRNA secondary structure. Although synonymous codon usage contributes to this pattern, it is intrinsic to the structure of the genetic code and manifests itself even in the absence of synonymous codon usage bias at the 4-fold degenerate sites. While all codon sites are important for the maintenance of mRNA secondary structure, degeneracy of the code allows regulation of stability and periodicity of mRNA secondary structure. We demonstrate that the third degenerate codon sites contribute most strongly to mRNA stability. These results convincingly support the hypothesis that redundancies in the genetic code allow transcripts to satisfy requirements for both protein structure and RNA structure. Our data show that selection may be operating on synonymous codons to maintain a more stable and ordered mRNA secondary structure, which is likely to be important for transcript stability and translation. We also demonstrate that functional domains of the mRNA [5'-untranslated region (5'-UTR), CDS and 3'-UTR] preferentially fold onto themselves, while the start codon and stop codon regions are characterized by relaxed secondary structures, which may facilitate initiation and termination of translation.
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