Activated T cells, B cells and monocytes from patients with MIS-C showed significant upregulation of TGFβ-induced gene sets using the Hallmark gene set ‘TGF-β signalling’ (Extended Data Fig. 4a–c and Supplementary Data 3). Here, TGFB1 is linked to COVID-19–associated multisystem inflammatory syndrome in children.