CD180 and head and neck squamous cell carcinoma: While we observed protein expression of CD37, CD7, CD72, CCR6, CD18, and CD180 on GC B cells in tonsils and HPV+ HNSCC, we observed no significant difference in expression of these markers between the three distinct GC cell states (Supplementary Fig. 7b).