Understanding a tumor’s complex cellular heterogeneity will be crucial for the development of better treatment strategies. A new study suggests a novel method for the in silico dissociation of solid tumors and presents novel insights that have implications for immunotherapy in cancer.Please see the related Research article: www.dx.doi.org/10.1186/s13059-016-1028-7 .