We did not specifically look at presence of reactive bile ducts, but in our PSC-IBD livers, we did not see a clear difference in CCL28 expression between livers with and without bile duct loss or with different degrees of bile duct loss. Here, CCL28 is linked to inflammatory bowel disease.