Metabolic network modeling in multicellular organisms is confounded by the existence of multiple tissues with distinct metabolic functions. By integrating a genome-scale metabolic network with tissue-specific gene- and protein-expression data, Shlomi et al. adapt constraint-based approaches used fo…