The vast variety of tumors makes each cancer a world. For researchers, understanding the commonalities and divergences in their molecular underpinnings could help find successful treatments. Scientists from the Clinical Proteomic Tumor Analysis Consortium (CPTAC) have addressed these similarities and differences in 10 different types of cancer with two proteogenomic studies to unravel the genes that lead to cancer and the galaxy of interactions that regulate them.