Furthermore, genome-wide association studies (GWAS) have identified loci such as 9p21, PITX2, ZFHX3, FOXF2, and GUCY1A3 as significant contributors to stroke risk and subtype differentiation, underscoring the interplay of genetic, metabolic, and demographic factors in stroke etiology (227). Here, FOXF2 is linked to stroke disorder.