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Is drug addiction rooted in pre-existing mental health problems?
to correlate with dysfunctional state in the brain's reward circuitry.
The cited paper doesn't mention other mental health problems predisposing to drug addiction, nor does it mention reward system malfunction being a risk factor of becoming addicted.
Correlation does not imply causation.