Six other biomarkers less studied in AF, such as FGF-23, suPAR, TFF3, TNFR1, TRAILR2, and CTSL1, were identified as potential prognostic biomarkers with strong independent association with CV death in the present study. The gene discussed is CTSL; the disease is atrial fibrillation.