The prevalence of migraines is found to be much higher in women than men, and while hormonal headaches are affected by estrogen and progesterone levels, migraines don't seem to have a direct hormonal origin. Women who experience recurring migraines before, during, and after pregnancy have found relief from migraine attacks.