While biomarkers like D-dimer, TAT, and PAI-1 exhibit strong associations with adverse outcomes in AF, others, such as CRP, prothrombin fragment, and P-selectin, have not consistently shown similar associations [37]. The gene discussed is SERPINE1; the disease is atrial fibrillation.