Pooled scanning of protein variants identifies novel RNA-binding mutants
Tasca, J. A.; Doherty, J. F.; Shields, E. J.; Dissanayaka Mudiyanselage, S.; Reich, L. N.; Sarma, K.; Garcia, B.; Bonasio, R.
Show abstract
Binding to RNA has been observed for an ever-increasing number of proteins, which often have other functions. The contributions of RNA binding to protein function are best discerned by studying separation-of-function mutants that hamper interaction with RNA without affecting other aspects of protein function. To design these mutants, we need precise knowledge of the residues that contribute to the affinity of the protein for its RNA ligands. Here, we present RBR-scan: a technology to simultaneously measure RNA-binding affinity of a large number of protein variants. We fused individual variants with unique peptide barcodes optimized for detection by mass spectrometry (MS), purified protein pools from single bacterial culture, and assayed proteins in parallel for RNA binding. Mutations in the MS2 coat protein known to impair RNA-binding were correctly identified, as well as a previously unreported mutant, which we validated with orthogonal biochemical methods. We used RBR-scan to discover novel RNA-binding mutants in the cancer-associated splicing regulator SRSF2. Together, our results demonstrate that RBR-scan is a powerful and scalable platform for linking RNA-binding affinity to protein sequence, offering a novel strategy to decode the functional consequences of protein-RNA interactions.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Revealing the host antiviral protein ZAP-S as an inhibitor of SARS-CoV-2 programmed ribosomal frameshifting 96%
- Optimizing 5'UTRs for mRNA-delivered gene editing using deep learning 96%
- Functional proximity mapping of RNA binding proteins uncovers a mitochondrial mRNA anchor that promotes stress recovery 96%
Similar papers in this journal
Similar papers in this journal
- Absolute quantitative and base-resolution sequencing reveals comprehensive landscape of pseudouridine across the human transcriptome 96%
- RNA-Stabilized Coat Proteins for Sensitive and Simultaneous Imaging of Distinct Single mRNAs in Live Cells 96%
- Biological Plasticity Rescues Target Activity in CRISPR Knockouts 95%
Similar papers in this journal
- RNA-protein interaction mapping via MS2 or Cas13-based APEX targeting 96%
- Conserved 5-methyluridine tRNA modification modulates ribosome translocation 95%
- Targeted in situ cross-linking mass spectrometry and integrative modeling reveal the architectures of Nsp1, Nsp2, and Nucleocapsid proteins from SARS-CoV-2 95%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.