Anorexia and Bulimia Differential Diagnosis. Chronic illness (e.g., cancer) can cause anxiety, depression, and weight loss. … Some gastrointestinal disorders reduce the appetite and cause weight loss due to the abdominal pain, diarrhea, and cramping that occur after eating