Based on the benefits observed by treatment with ATRA and UDCA in our animal studies, the investigators plan to study this combination in patients with PSC and believe that this may be an effective regimen for patients with this condition. The investigators will check blood tests of the liver and bile ducts before, during, and after the treatment in order to look for changes to liver tests which would be due to the medication combination.