In this article Ge-Fei Hao, Guang-Fu Yangand Chang-Guo Zhan review recent advances in development of computational methods for target mutation-induced drug resistance prediction and strategies for rational design of novel inhibitors that could be effective against the possible drug-resistant mutants of the target.