SERPINE1 and cardiovascular disorder: However, future research in the form of mediation and longitudinal analysis identifying the direction of sex hormones and epigenetic biomarkers, as well as the direct and indirect influence of sex hormones through epigenetic clocks and DNAm PAI1 would be necessary to determine the causality of testosterone on mortality and cardiovascular disease.