Two-stage analysis among postmenopausal women generates novel hypotheses about the interaction between F13A1 and PCSK9 genomic regions and the effects of hormonal exposures on postmenopausal stroke risk for subsequent independent validation. Here, PCSK9 is linked to stroke disorder.