We describe a large outbreak associated with a crusted (Norwegian) scabies case in an immunocompromised patient following treatment with TNF-α inhibitor (adalimumab) for psoriasis arthritis. The increasing use of TNF-α inhibitors should induce clinicians to consider this serious parasitic infection when evaluating skin rashes in patients receiving biologic therapies.