Major depressive disorder involves at least two weeks of depressed mood along with other symptoms like changes in sleep, appetite, and concentration, and significantly impacts daily functioning. Persistent depressive disorder is a chronic depressed mood lasting at least two years along with other symptoms. Adjustment disorder with depressed mood develops within three months of a stressor and causes significant distress or impairment without meeting criteria for another disorder.