Furthermore, combined with ST of a representative AIP pancreatic region and scRNA-seq data, we observed a strong colocalization of Tfhs and IgD− ABCs in regions with elevated TLS scores, indicating their interaction within TLSs in AIP pancreases (Fig. 5b). Here, AIP is linked to autoimmune pancreatitis.