Mood disorders, including depression and bipolar disorder, represent a common and severe group of mental illnesses. Poor eating behaviors contribute to worsened symptoms and quality of life in these patient populations, but this aspect is not adequately addressed in clinical care. Previous work characterized six groups of eating behaviors in mood disorders, including low appetite, high appetite, emotional eating, food addiction, irregular eating rhythms, and poor diet quality.