Moreover, it was demonstrated that anemia was simultaneously and independently associated with circulating levels of calcium and phosphorus—in patients with advanced non-dialysis CKD the odds of anemia decrease 71% for every 1 mg/dL increase in albumin-corrected serum calcium and increase 119% for every 1 mg/dL increase in serum phosphorus [123]. The gene discussed is ALB; the disease is anemia.