In contrast, FGF-23 levels were strongly influenced by comorbidities, particularly urinary tract diseases (F = 72.330, p < 0.001) and joint degeneration (F = 550.575, p < 0.001). The gene discussed is FGF23; the disease is urinary system disorder.