CYP19A1 and vitamin D deficiency: This result aligns with previous research indicating that PMI values are significantly reduced in individuals with vitamin D deficiency [40], as well as in those taking oral anticoagulants [43], antiepileptic medications [28], and aromatase inhibitors [27], as opposed to healthy individuals.