Anemia (low hemoglobin) acts as both a risk factor for AKI (e.g., reduced oxygen-carrying capacity exacerbates renal injury during ischemia) and a consequence (e.g., decreased renal erythropoietin secretion), forming a bidirectional relationship (42). The gene discussed is EPO; the disease is ischemia.