| Developing Knottins as Alternative Scaffolds for Therapeutic Protein Engineering | ||
| Jennifer L. Lahti, Adam P. Silverman and Jennifer R. Cochran, Bioengineering, Stanford University, Stanford, CA Protein scaffolds are structural frameworks used to present variable polypeptide regions that can be engineered to bind molecular targets. Cystine-knots (knottins) are promising protein scaffolds since they are thermally stable, resistant to proteolysis, and non-immunogenic. Further, knottins have multiple disulfide-bonded loops capable of displaying conformationally-constrained polypeptides for molecular recognition. In this work, we assess the structural tolerance of amino acid sequence diversity in knottin loops. We present a combinatorial approach to explore the structural tolerance of knottin loops to sequence diversity by using yeast display, directed evolution, and bioinformatics. Our studies focus on EETI-II, a member of the knottin family that naturally binds trypsin. Libraries of EETI-II variants with randomized loop sequences (other than the trypsin binding loop) were displayed on the surface of yeast. Clones that retained the native knottin fold, determined by binding to fluorescently-labeled trypsin1, were isolated by fluorescence-activated cell sorting. Isolated clones were sequenced and then analyzed using RELIC2 bioinformatics tools. Positional pair-wise covariance analysis3,4 was performed on the variable loop sequences of isolated clones and predictive pairs of amino acids at covarying loop positions were identified. Bioinformatics analysis of EETI-II variants revealed important sequence-structure relationships of the knottin fold. Sequence diversity was best tolerated in the C-terminal loop of EETI-II, where we identified a consensus doublet at the final two loop positions and three covarying positional pairs. From these collective analyses, we rationally designed EETI-II variants with extensive mutations (> 25% of positions mutated) that we predicted would retain the knottin fold. In addition, we constructed EETI-II variants with randomly generated variable sequences that we predicted would not adopt the native fold. Rationally designed and randomly generated EETI-II variants were displayed on the surface of yeast and tested for trypsin binding. Remarkably, all of the rationally designed EETI-II variants retained the predicted knottin fold, as indicated by wild-type levels of trypsin binding. Further, none of the randomly generated EETI-II variants bound trypsin, suggesting that these mutations were not structurally tolerated. Collectively, these results verified the importance of the observed sequence-structure relationships. In conclusion, we found that EETI-II is generally tolerant of sequence diversity in its loop regions, suggesting it has potential to be a useful molecular scaffold. Sequence trends governing structural integrity described here can guide future protein engineering efforts with the EETI-II knottin. Importantly, our combinatorial approach can be used to probe sequence-structure relationships of proteins while accounting for compensatory mutations and the influences of the local amino acid environment. (1) Wentzel, A.; Christmann, A.; Kratzner, R.; Kolmar, H. J Biol Chem 1999, 274, 21037-43. (2) Mandava, S.; Makowski, L.; Devarapalli, S.; Uzubell, J.; Rodi, D. J. Proteomics 2004, 4, 1439-60. (3) Fodor, A. A.; Aldrich, R. W. Proteins 2004, 56, 211-21. (4) Yip, K. Y.; Patel, P.; Kim, P. M.; Engelman, D. M.; McDermott, D.; Gerstein, M. Bioinformatics 2008, 24, 290-2. Extended Abstract Status: Not Uploaded | ||