Computational Design of a PAK1 Binding Protein

Ramesh K. Jha, Andrew Leaver-Fay, Shuangye Yin, Yibing Wu, Glenn L. Butterfoss, Thomas Szyperski, Nikolay V. Dokholyan, Brian Kuhlman

Research output: Contribution to journalArticle

Abstract

We describe a computational protocol, called DDMI, for redesigning scaffold proteins to bind to a specified region on a target protein. The DDMI protocol is implemented within the Rosetta molecular modeling program and uses rigid-body docking, sequence design, and gradient-based minimization of backbone and side-chain torsion angles to design low-energy interfaces between the scaffold and target protein. Iterative rounds of sequence design and conformational optimization were needed to produce models that have calculated binding energies that are similar to binding energies calculated for native complexes. We also show that additional conformation sampling with molecular dynamics can be iterated with sequence design to further lower the computed energy of the designed complexes. To experimentally test the DDMI protocol, we redesigned the human hyperplastic discs protein to bind to the kinase domain of p21-activated kinase 1 (PAK1). Six designs were experimentally characterized. Two of the designs aggregated and were not characterized further. Of the remaining four designs, three bound to the PAK1 with affinities tighter than 350 μM. The tightest binding design, named Spider Roll, bound with an affinity of 100 μM. NMR-based structure prediction of Spider Roll based on backbone and 13Cβ chemical shifts using the program CS-ROSETTA indicated that the architecture of human hyperplastic discs protein is preserved. Mutagenesis studies confirmed that Spider Roll binds the target patch on PAK1. Additionally, Spider Roll binds to full-length PAK1 in its activated state but does not bind PAK1 when it forms an auto-inhibited conformation that blocks the Spider Roll target site. Subsequent NMR characterization of the binding of Spider Roll to PAK1 revealed a comparably small binding 'on-rate' constant (≪105 M-1 s-1). The ability to rationally design the site of novel protein-protein interactions is an important step towards creating new proteins that are useful as therapeutics or molecular probes.

Original languageEnglish (US)
Pages (from-to)257-270
Number of pages14
JournalJournal of Molecular Biology
Volume400
Issue number2
DOIs
StatePublished - Jul 2010

Keywords

  • CS-Rosetta
  • Computational protein design
  • Protein docking
  • Protein-protein interactions
  • Rosetta molecular modeling program

ASJC Scopus subject areas

  • Structural Biology
  • Molecular Biology

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    Jha, R. K., Leaver-Fay, A., Yin, S., Wu, Y., Butterfoss, G. L., Szyperski, T., Dokholyan, N. V., & Kuhlman, B. (2010). Computational Design of a PAK1 Binding Protein. Journal of Molecular Biology, 400(2), 257-270. https://doi.org/10.1016/j.jmb.2010.05.006