The 12 proteins associated with AF included COFA1, PPAC, LYAM2, BGH3, IL8, TDGF1, MK03, ERAP1, LYAM1, CD33, ILRA, and TNF12 (Figs. 3 and 6 and figs. Here, TNFSF12 is linked to atrial fibrillation.