Applies to both genders i think.
Was juz talkin to a galpal last night. She was telling me she
really missed the freedom of being single and pondering whether is
it worthwhile to give up freedom to settle down. She said this
could be her 7th year itch.
So i think it could also be itch for other things freedom, not just
opposite sex.