TNF and allergic disease: In the BBJ and UKB data sets, allergic diseases were significantly enriched in multiple gene sets in the lower layers of ‘cytokine signalling’, including IL−4, 5 and 13 involved in type 2 inflammation and IL-1,6, and TNF involved in non-type 2 inflammation (figure 4B).