bioRxivBiophysicsPreprint
Viral RNAs as Dual Graphs: Extending the Motif Universe of RNAs
Abstract
In the evolving landscape of RNA research, the classification and analysis of RNA motifs is necessary to uncover the intricate mechanisms governing cellular and viral processes. Here we apply the coarse-grained RAG (RNA-As-Graphs) framework to advance the classification and understanding of RNA motifs, with a focus on expanding the RNA Motif Atlas through the inclusion of novel viral RNA structures. By analyzing 273 experimentally resolved viral RNA structures from the Protein Data Bank (PDB) using RAG dual-graph representations, we identify 14 previously uncatalogued viral RNA motifs. These motifs, which include tRNA mimicking domains, exoribonuclease-resistant domains, and internal ribosome entry sites, expand the diversity of RNA to a total number of 197 dual graph motifs. We applied k-means, PAM, and Ward clustering and observed substantial overlap between viral and general RNAs. The expanded library of RNA motifs and submotifs provides a resource for motif discovery and RNA design.
- assay: structural biology
- research focus: cell type annotation
- research focus: clustering
- research focus: database / resource
- approach: deep learning
- approach: statistical model
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- GraphClust2: annotation and discovery of structured RNAs with scalable and accessible integrative clustering
Milad Miladi, Eteri Sokhoyan, … Rolf Backofen·GigaSciencePeer-reviewed·Dec 1, 2019
- De novo discovery of structural motifs in RNA 3D structures through clustering
Ping Ge, Shahidul Islam, … Shaojie Zhang·Nucleic Acids ResearchPeer-reviewed·Feb 16, 2018
- ATLAS: Graph-based 3D RNA Motif Library Incorporating non-Watson-Crick Interactions
Jingyi Li, Jian Wang, … Nikolay V. Dokholyan·bioRxiv·Feb 19, 2026
- Viral non-coding RNA structure annotation and API-based data retrieval with Rfam and R2DT
Philippa Muston, Sandra Triebel, … Pedro Madrigal·bioRxiv·May 14, 2026
- RVPSD: A comprehensive and user-friendly web database for RNA viral protein structures
Qiangzhen Yang, Zhongshuai Tian, … Weifeng Shi·iMetaOmics.Peer-reviewed·Jul 13, 2026
- RNANetMotif: identifying sequence-structure RNA network motifs in RNA-protein binding sites
Hongli Ma, Han Wen, … Zhaolei Zhang·PLoS Computational BiologyPeer-reviewed·Jul 12, 2022