Efficacy and Safety of Vedolizumab Intravenous (IV) in the Treatment of Primary Sclerosing Cholangitis in Subjects With Underlying Inflammatory Bowel Disease

Inclusion Criteria: 1. Has chronic cholestatic liver disease, of at least 6 months duration, with a subsequent diagnosis of primary sclerosing cholangitis (PSC), based on cholangiographic findings of intrahepatic and/or extrahepatic bile duct irregularities consistent with PSC. 2. Has a diagnosis of inflammatory bowel disease (IBD) (either ulcerative colitis \[UC\], Crohn's disease \[CD\], or IBD unclassified \[IBDU\]), established at least 3 months prior to enrollment by clinical and endoscopic evidence and corroborated by a histopathology report. 3. Has a liver stiffness transient elastography (TE) score of ≤14.3 kPa, as assessed by FibroScan. 4. Has had a colorectal cancer screen within 12 months of the Screening Visit with no signs of malignancy, dysplasia, or neoplasia. Exclusion Criteria: Hepatic and Gastrointestinal Exclusion Criteria 1. Has received any fibrates within 8 weeks of Screening. 2. Has high suspicion of cholangiocarcinoma, as indicated by an elevated Ca 19-9 value (\>129 U/mL) at screening. 3. Has evidence of overlap syndrome with autoimmune hepatitis or primary or secondary biliary cirrhosis or autoimmune cholangitis, as judged by the investigator. 4. Has evidence of alcoholic liver disease including history of alcoholic hepatitis. 5. Has a diagnosis of small duct PSC. 6. Has a Model for End-Stage Liver Disease (MELD) score \>12 at screening. 7. Has a Child-Pugh score \>7 (following adjustment for PSC diagnosis) at screening. 8. Has received a liver transplant. 9. Has evidence of autoimmune immunoglobin (Ig) IgG4-associated cholangitis, as defined by elevated serum IgG4 at least 2 x ULN (at screening), or IgG4/IgG1 ratio above 0.24. 10. Has undergone prior biliary surgery (laparoscopic or open surgery). Participants who have undergone cholecystectomy without surgical complications will be allowed provided the surgery was not done within 6 weeks prior to screening. 11. Has had 2 or more interventional treatments for dominant stricture (including stent placement/replacement) within 12 months prior to the Screening Visit. 12. Has evidence of cholangitis, requiring antibiotics, within 3 months prior to the Screening Visit \[short courses of antibiotics for no more than 5 days are allowed for stent placement or endoscopic retrograde cholangiopancreatography (ERCP) prophylaxis\]. Infectious Disease Exclusion Criteria 13. Has chronic hepatitis B virus (HBV) or hepatitis C virus (HCV) infection. 14. Has positive hepatitis B core antibody (anti-HBc) at screening. 15. Has evidence of an active infection during the Screening Period. 16. Has any identified congenital or acquired immunodeficiency (eg, common variable immunodeficiency, human immunodeficiency virus \[HIV\] infection, organ transplantation). 17. Has active or latent tuberculosis (TB), regardless of treatment history, as evidenced by any of the following: 1. History of TB. 2. A positive diagnostic TB test within 30 days of enrollment defined as: 1. A positive QuantiFERON test or 2 successive indeterminate QuantiFERON tests (or, a positive T-SPOT TB test \[Japan only\]), OR 3. Chest X-ray within 3 months of enrollment in which active or latent pulmonary TB cannot be excluded General Exclusion Criteria 18. Has had previous exposure to natalizumab, efalizumab, rituximab, or any other integrin antagonist. 19. Has received any of the following for the treatment of underlying disease within 30 days of screening: * Nonbiologic therapies (eg, cyclosporine, tacrolimus, thalidomide) other than those specifically listed in the protocol for the treatment of IBD. * An approved nonbiologic therapy in an investigational protocol. 20. Has, in the judgment of the investigator, clinically significant abnormal hematological parameters of hemoglobin, hematocrit, or erythrocytes at the Screening Visit. 21. Has any history of malignancy, except for the following: (a) adequately treated nonmetastatic basal cell skin cancer; (b) squamous cell skin cancer that has been adequately treated and that has not recurred for at least 1 year prior to randomization; and (c) history of cervical carcinoma in situ that has been adequately treated and that has not recurred for at least 3 years prior to randomization. Participant with remote history of malignancy (eg, \>10 years since completion of curative therapy without recurrence) will be considered based on the nature of the malignancy and the therapy received and must be discussed with the sponsor on a case-by-case basis prior to randomization. 22. Has a history of any major neurological disorders, including stroke, multiple sclerosis, brain tumor, demyelinating or neurodegenerative disease. 23. Has a positive response on the progressive multifocal leukoencephalopathy (PML) subjective symptom checklist prior to the administration of study drug. 24. Has received any of the following for the treatment of underlying disease within 30 days of screening: * Nonbiologic therapies (eg, cyclosporine, tacrolimus, thalidomide) other than those specifically listed in the protocol for the treatment of IBD. * An approved nonbiologic therapy in an investigational protocol. 25. Has had any surgical procedure requiring general anesthesia within 30 days prior to screening or is planning to undergo major surgery during the study. 26. Is required to take excluded medications. 27. Has received any live vaccinations within 30 days prior to screening. 28. Has evidence of or treatment for C. difficile infection within 60 days or other intestinal pathogen within 30 days prior to the Screening Visit or other known infectious, immunologic, or ischemic liver or intestinal disease that, in the investigator's opinion, may interfere with the study procedures or study results. 29. Has, in the judgment of the investigator, clinically significant abnormal hematological parameters of hemoglobin, hematocrit, or erythrocytes at the Screening Visit. 30. Has previous history of colectomy. 31. In the opinion of the investigator, the participant has a life expectancy or anticipated need for liver transplantation within \<24 months. 32. Has a history of drug abuse (defined as any illicit drug use) or a history of alcohol abuse within 1 year prior to screening. 33. For the magnetic resonance elastography (MRE) substudy, participants are excluded if they have contraindications to magnetic resonance (MR) scanning. Contraindications include ferromagnetic foreign bodies (eg, shrapnel, ferromagnetic fragments in the orbital area, certain tattoos), certain implanted medical devices (eg, aneurysm clips, cardiac pacemakers) or claustrophobia.