Proteomics is now considered to be one of the most important 'post-genome' approaches to help us understand gene function. In fact, several genomics companies have launched large-scale proteomics projects, and have started to annotate the entire human proteome. The 'holistic view' painted by a human proteome project is seductive, but is it realistic?