Comrades-OO: An Object-Oriented R Package for Comprehensive Analysis of RNA Structure Generated using RNA crosslinking experiments
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE246412 | GEO | 2023/10/31
REPOSITORIES: GEO
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Project description:Visualizing the physical basis for molecular behavior inside living cells is a grand challenge in biology. RNAs are central to biological regulation, and RNA’s ability to adopt specific structures intimately controls every step of the gene expression program.1 However, our understanding of physiological RNA structures is limited; current in vivo RNA structure profiles predominantly viewed only two of four nucleotides that make up RNA.2,3 Here we present a novel biochemical approach, In Vivo Click SHAPE (icSHAPE), that enables the first global view of RNA secondary structures of all four bases in living cells. icSHAPE of embryonic stem cell transcriptome versus purified RNA folded in vitro shows that the structural dynamics of RNA in the cellular environment distinguishes different classes of RNAs and regulatory elements. Structural signatures at translational start sites and ribosome pause sites are conserved in vitro, suggesting that these RNA elements are programmed by sequence. In contrast, focal structural rearrangements in vivo reveal precise interfaces of RNA with RNA binding or modification proteins that are consistent with atomic-resolution structural data. Such dynamic structural footprints enable accurate prediction of RNA-protein interactions and N6-methyladenosine (m6A) modification genome-wide. These results open the door for structural genomics of RNA in living cells and reveal key physiological structures controlling gene expression.
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Project description:The secondary structure of RNA is necessary for its maturation, regulation, and processing. However, the global influence of RNA folding in eukaryotes is still unclear. Here, we identify evolutionarily conserved features of RNA secondary structure in metazoans by applying our high-throughput, sequencing-based, structure-mapping approach to Drosophila melanogaster and Caenorhabditis elegans. This analysis reveals key structural patterns across protein-coding transcripts that indicate RNA folding is influential to protein translation and microRNA-mediated targeting and/or regulation of mRNAs in animals. Additionally, we uncover a novel population of highly base-paired RNAs, many of which are likely functional, long, non-coding RNAs. Finally, we identify and characterize ~180 structural motifs of mRNAs that are under positive or negative selection in these metazoans, thereby revealing a large set of RNA structures that are likely functional. Overall, our findings highlight the significance of secondary structure within RNA molecules, and provide the first comprehensive evidence of widespread RNA secondary structure conservation in animals. Double-stranded (dsRNA) specific RNA sequencing (dsRNA-seq) and single-stranded (ssRNA) specific RNA sequencing (ssRNA-seq) in Drosophila DL1 cells and C. elegans mixed stage N2 worms. Each of the four samples (dsRNA/Dmel, ssRNA/Dmel, dsRNA/Cel, and ssRNA/Cel) was sequenced separately on both Illumina GA-IIx and Hiseq2000, giving a total of eight datasets. Two corresponding smRNA libraries (smRNA-seq) of the same DL1 cells and mixed stage N2 worms are also presented.
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