I'm married to a psychologist.
The research shows that many addicts and alcoholics are "dual diagnosis" patients, usually suffering from a personality disorder (narcissism, borderline personality disorder, antisocial personality disorder, etc.) or a mood disorder (depression, bipolar) in addition to their substance problems. It's not every addict or alcoholic, but it's a lot of them.