Towards the mammalian interactome: Inference of a core mammalian interaction set in mouse

Protein-protein interactions (PPIs) underpin key biological processes in cells. Describing and interpreting this network of interactions is a key focus of computational systems biology. While mouse is commonly used as a model system for mammalian biology, the description of mouse PPIs available in public interaction databases is remarkably poor. Collectively, public resources such as BIND, IntACT and MINT contain only a few thousand mouse PPIs, far behind the many tens or hundreds of thousands likely to exist. To supplement this lack and to take advantage of other high-throughput omic data sets in mouse, here we identify that portion of the human interactome with orthologs in mouse, and from that infer a mouse interolog network. By inferring interactions in mouse based on only the most closely related species with abundant PPI data (human), we create a view of mouse interactions enriched for shared mammalian biological processes. We also demonstrate that available methods for determining orthologs between even closely related species produce distinctly different results, and we propose an integrated view of mouse-human orthology from which to infer a broader interolog network.