Sedatives and anti-depressants might also be used to treat anxiety or mood symptoms if they occur in combination with delusional disorder. A doctor might prescribe tranquilizers if you have a very high level of anxiety or problems sleeping. Anti-depressants might be used to treat depression, which often occurs in people with delusional disorder.