KRas is a small GTPase commonly implicated in several difficult-to-treat cancers such as pancreatic ductal adenocarcinoma (PDAC). KRas normally cycles between an active, GTP-bound form and an inactive, GDP-bound form. Active KRas functions by forming protein-protein interactions (PPIs) with multiple effector proteins in order to regulate various important signal transduction pathways. However, when KRas is mutated it is constitutively active which leads to signal transduction pathway dysregulation that subsequently increases and sustains tumorigenicity and invasiveness. KRas has long been considered an “undruggable” target due to its picomolar affinity for its substrate. However, blocking the PPIs between KRas and its effectors eliminates harmful downstream effects. The tightest known binder of KRas is c-Raf, an enzyme in the ERK1/2 pathway. The Ras-binding domain (RBD) is the minimal binding domain of c-Raf that selectively binds to active, GTP-bound KRas. Previous work has measured Kd for various mutations in the KRas/c-Raf-RBD interface [1, 2]. We use OSPREY [3] (Open Source Protein REdesign for You), a state-of-the-art software package for computational structure-based protein design (CSPD), along with K∗ [4], an algorithm that estimates the binding constant for a given protein complex, to computationally predict the effect of these mutations. We compared our computational predictions to the experimental measurements and found that we can accurately predict the effect of these mutations. These results validate the accuracy of CSPD with OSPREY to target protein-protein interfaces and give us confidence that we can accurately redesign the KRas/c-Raf-RBD interface for future work towards targeting “undruggable” proteins. [1] M. Fridman, et al. Journal of Biological Chemistry, 275(39):30363-30371, 2000. [2] C. Kiel, et al. Journal of Biological Chemistry, 284(46):31893-31902, 2009. [3] P. Gainza, et al. Methods in enzymology, 523:87-107, 2013. [4] I. Georgiev, et al. Journal of computational chemistry, 29(10):1527-1542, 2008.
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