Patients who developed hypophosphatemia during hospitalization were older, exhibited poorer nutritional status, had more comorbidities, lower albumin levels, worse renal function, more severe anemia, and elevated ferritin levels. The gene discussed is ALB; the disease is hypophosphatemia.