Notably, the proportions of TNFRSF18+ regulatory T-cells (Tregs, P = 0.0016) and Tfhs (P = 0.0051) were significantly higher in AIP pancreatic tissues (Fig. 4c and Additional file 1: Fig. S5e-g). The gene discussed is TNFRSF18; the disease is autoimmune pancreatitis.