Drug use is seen as a moral failing that must be punished, not as an illness that should be treated.
Long story short; depression has set in when a previous source of joy no longer brings the expected feeling of well-being. Having encountered this fault, the individual seeks to correct it. Depending on environmental factors, they might choose to self-medicate with e.g. alcohol.