Although both forms of AH, ductal and lobular, carry a similar long-term risk of developing metachronous carcinoma [8, 9], in this review we will particularly focus on ADH, which is histopathologically distinct from ALH [3], presents a more common clinical issue, and has a higher upgrade rate [7]. The gene discussed is AVP; the disease is carcinoma.