RNA folding is the most essential process underlying RNA function. While significant progress has been made in understanding the forces driving RNA folding in vitro, exploring the rules governing intracellular RNA structure formation is still in its infancy. The cellular environment hosts a great diversity of factors that potentially influence RNA folding in vivo. For example, the nature of transcription and translation is known to shape the folding landscape of RNA molecules. Trans-acting factors such as proteins, RNAs and metabolites, among others, are also able to modulate the structure and thus the fate of an RNA. Here we summarize the ongoing efforts to uncover how RNA folds in living cells.
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http://dx.doi.org/10.4161/rna.7.6.13554 | DOI Listing |
Nucleic Acids Res
January 2025
Department of Peptide Therapeutics, Genentech, South San Francisco, CA 94080, USA.
mRNA display is an effective tool to identify high-affinity macrocyclic binders for challenging protein targets. The success of an mRNA display selection is dependent on generating highly diverse libraries with trillions of peptides. While translation elongation can canonically accommodate the 61 proteinogenic triplet codons, translation initiation is restricted to the native start codon AUG.
View Article and Find Full Text PDFNucleic Acids Res
January 2025
Laboratory of Bioinformatics and Protein Engineering, International Institute of Molecular and Cell Biology in Warsaw, ul. Ks. Trojdena 4, 02-109 Warsaw, Poland.
Designing RNA sequences that form a specific structure remains a challenge. Current computational methods often struggle with the complexity of RNA structures, especially when considering pseudoknots or restrictions related to RNA function. We developed DesiRNA, a computational tool for the design of RNA sequences based on the Replica Exchange Monte Carlo approach.
View Article and Find Full Text PDFNat Commun
January 2025
School of Infection and Immunity, University of Glasgow, Glasgow, Scotland, UK.
Mitochondrial ribosomes (mitoribosomes) are essential, and their function of synthesising mitochondrial proteins is universal. The core of almost all mitoribosomes is formed from a small number of long and self-folding rRNA molecules. In contrast, the mitoribosome of the apicomplexan parasite Toxoplasma gondii assembles from over 50 extremely short rRNA molecules.
View Article and Find Full Text PDFStructure
January 2025
Department of Agricultural Biotechnology, Seoul National University, Seoul 08826, South Korea; Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul 08826, South Korea. Electronic address:
CRISPR-Cas is a bacterial defense system that employs RNA-guided endonucleases to destroy invading foreign nucleic acids. Bacteriophages produce anti-CRISPR (Acr) proteins to evade CRISPR-Cas defense during the infection. AcrIIC5, a type II-C Cas9 inhibitor, exhibits unusual variations in the local backbone fold between its orthologs.
View Article and Find Full Text PDFSimulating large molecular systems over long timescales requires force fields that are both accurate and efficient. In recent years, E(3) equivariant neural networks have lifted the tension between computational efficiency and accuracy of force fields, but they are still several orders of magnitude more expensive than established molecular mechanics (MM) force fields. Here, we propose Grappa, a machine learning framework to predict MM parameters from the molecular graph, employing a graph attentional neural network and a transformer with symmetry-preserving positional encoding.
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