According to Psychotic Depression | Psych Central:

Treatment is very effective for psychotic depression and people are able to recover, usually within a year, but continual medical follow-up may be necessary. Generally, the depressive symptoms have a much higher rate of recurrence than the psychotic symptoms. It is important, however, that a person experiencing these symptoms be properly diagnosed because treatment is different than for other major depressive illnesses and risk of suicide is greater.