Acute stressors and clinical characteristics differentiate death by suicide, accident, or natural causes among illicit and prescription opiate users.

•Compared opioid users who died by natural cases, accidents, and suicide.•Substance use and suicide risk were evaluated using psychological autopsy methods.•Suicide completer sample significant for depression and previous suicide attempt.•Accidental overdose sample significant for a chronic pattern of severe drug abuse.