We develop new tools enabling high-throughput and combined proteomics and metabolomics data analysis. The tools are validated on two knockout mice models (LAT (Linker For Activation Of T-Cells) and Mx2 KO mice) generated and phenotyped by the PHENOMIN infrastructure.