Our research theme at SIMM is pharmacogenomics and personalized medicine. In close collaboration with our colleagues, we aim to improve the understanding of inter-individual variation of drug response and facilitate the development of personalized medicine. We develop or apply (if available) intelligent computational methods to extract information from these large-scale data that can better our understanding of drug response variation, drug resistance and tumor heterogeneity.