It may be something underlying causing the depression. Impulse control, poor decision-making skills, struggling with constant assumptions about everything... It could be anything. Even anxiety could lead to depression because that way of life and overwhelming emotions gets tough. Try to take note of small things that trigger or worsen your depression. Being a depressed is more of a result of something else, if not purely chemical imbalance.
Hope you feel better!!
-Hope