Genetic variation contributes to immune cell function. An unprecedented analysis of genetic associations with immune cell traits provides insights into the complex regulation of immune cells, reveals variants that coincidently influence immune traits and autoimmune disease risk, and offers specific therapeutic targets for these diseases.