Major depressive disorder is characterized by severe depressed mood, loss of happiness and hope, coupled with feeling worthless, guilty, empty, and nervous. The individual may experience loss of or increased appetite, and problems with concentration, memory, and decision-making. Suicidal tendencies may also be seen.