What are the traditional reasons ascribed to why God saw it fit that Jesus be born of a virgin?

According to the early church fathers, why did God decide that Jesus would be born of a virgin? I would imagine that someone like Augustine would say that it has something to do with why he is unstained from original sin, but the Bible does not explicitly say this. What are some of the early interpretations?