As a highly complex disease, cancer has been extensively analyzed by classical experimental biology assays and Omics approaches. Previously, we have published many papers as well as two collections of JMCB in the area of cancer biology (Wu, 2013a, b). The collection of research articles in this issue further reveals various regulating mechanisms of tumorigenesis, which might contribute to the discovery of new drug targets or therapeutic strategies.