bioRxivBioinformaticsPreprint
Poxvirus targeted by RFdiffusion peptide-binders
Abstract
Peptide-binders were generated by computational RFdiffusion to the F13L-homodimer interface sequences of poxviruses such as vaccinia and monkeypox. Compared to small-drug screenings and/or co-evolutions, peptide-binders have the advantages of higher affinities and easier chemical / recombinant synthesis. Among the hundreds of 20-30-mer peptide-binders randomly generated by RFdiffusion, some targeted vaccinia (VACV) F13L homodimer interface predicting low nanoMolar affinities. To improve its physiological stability, additional peptide sequences were computationally generated by cyclization/ hallucination. The resulting de novo cyclic peptide sequences predicted picoMolar affinities not only targeting the VACV F13L homodimer interfaces but also inner cavities previously identified by small-drug dockings to Tecovirimat-resistant monkeypox (MPXV) mutants. Because their targeting to numerous highly-conserved amino acids among poxviruses, and improved physiological stability against proteases, cyclic peptide-binders may be more adequate against resistant mutants of VACV and MPXV poxviruses. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=174 SRC="FIGDIR/small/654163v1_ufig1.gif" ALT="Figure 1"> View larger version (72K): org.highwire.dtl.DTLVardef@148a2fborg.highwire.dtl.DTLVardef@1c4117forg.highwire.dtl.DTLVardef@158ea61org.highwire.dtl.DTLVardef@839761_HPS_FORMAT_FIGEXP M_FIG C_FIG
- organism: virus
- assay: protein sequence
- research focus: drug response / drug discovery
- research focus: protein design
- approach: deep learning
- approach: diffusion model
- Citations
- 4
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
- Cycledesigner Leveraging RFdiffusion and HighFold to Design Cyclic Peptide Binders for Specific Targets
Chenhao Zhang, Zhenyu Xu, … Hongliang Duan·Journal of Chemical Information and ModelingPeer-reviewed·Jun 10, 2025
- Antibody Binding and Neutralizing Targets within the Predicted Structure of the Poxvirus Multiprotein Entry-Fusion Complex
Huibin Yu, Wolfgang Resch, … Bernard Moss·bioRxiv·May 7, 2025
- Mpox Virus is Inhibited By Nucleoside Analogues Including the Acyclic Phosphonates Tenofovir and Adefovir
J. Lee, E. A. Boggs, … S. G. Sarafianos·bioRxiv·Jun 30, 2023
- Antiviral activities of two nucleos(t)ide analogs against vaccinia and mpox viruses in primary human fibroblasts
- Single-Shot Design of a Cyclic Peptide Inhibitor of HIV-1 Membrane Fusion with EvoBind
Diandra Daumiller, Federica Giammarino, … Patrick Bryant·bioRxiv·Apr 30, 2025
- Plasmodium circumsporozoites targeted by RFdiffusion / cyclic-peptides
Julio M. Coll·bioRxiv·Sep 1, 2025