Major Depressive Disorder is a mood disorder characterized by persistent feelings of sadness, hopelessness, loss of interest or pleasure in activities, changes in appetite or sleep patterns, difficulty concentrating, and thoughts of suicide. These symptoms must persist for at least two weeks and significantly impair daily functioning.