Potentiated processing of reward related decision making in depression is attenuated by suicidal ideation

•Decision making discriminates depressive patients with suicidal ideation or not.•Lack of learning trend in suicidal ideation group in Iowa Gambling Task.•Decreased activity in event-related potential components in suicidal ideation group.•Using these biomarkers to predict suicide risk and for ERP-oriented interventions.