The investigators have identified that a symptom profile with prominent reduction in interest and activity, history of maltreatment in childhood, increase in systemic inflammation, and a genetic variant increasing sensitivity to environment predict poor response to antidepressant medication. Indirect evidence suggests that the same factors may predict better response to cognitive-behavioural psychotherapy.