In this Review, Suhre, McCarthy and Schwenk describe how combining genetics with plasma proteomics is providing notable insights into human disease. As changes in the circulating proteome are often an intermediate molecular readout between a genetic variant and its organismal effect, proteomics can enable a deeper understanding of disease mechanisms, clinical biomarkers and therapeutic opportunities.