A depression is an illness. “Feeling depressed” is a symptom, not the cause. The cause is a bodily malfunction that needs to be treated with appropriate medicine.
If believing in some “higher being” or “the afterlife” helps an individual to deal with the symptoms of a depression that’s great, but not believing such things does not cause a depression.