Significant progress has been made in characterizing the genetics of cancer and cellular pathways that are critical for cancer initiation and progression. However, most studies focused on single genes or proteins and highlighting the need to analyze cancers as integrated systems of gene/protein/metabolite networks and the underlying regulatory mechanisms.