Hyponatraemia (sodium levels < 136 mEq/L) was more frequent in patients with PO, DHF, or CS, while hypoalbuminaemia (albumin < 3.5 g/dL) was more frequent in patients with CS, RHF, or PO. The gene discussed is ALB; the disease is Hyponatremia.