Tumour necrosis factor (TNF) inhibitors are effective treatments for autoimmune and rheumatic diseases. Here, Salomon reviews the complex pro-inflammatory and regulatory roles of TNF, highlighting its effects on the expansion, differentiation and suppressive function of regulatory T cells and their implications for the design of future anti-TNF agents.