Understanding the effects that non-synonymous single nucleotide polymorphisms have on the structure of proteins is important for identifying the origins of complex diseases. Mutations can impair protein function by causing changes in protein stability or by affecting protein interactions.  We discuss methods that predict these effects based on the three-dimensional structures of proteins. We focus on the application of these methods to identifying disease-associated mutations and highlight current progress in the field.