The easy answer is "anything is possible!" The more complicated answer is it really depends on the each person's Astrology chart and the compatibility you both have from a planetary stand point.
An astrologer could look at two things. First, they can do a synastry analysis which would analyze how each person's planets work with the others. Secondly, they could do a composite analysis which would basically combine both persons charts to make one.