I wanted to let it be vague, but the truth of it was that probably most muggleborn were from squib bloodlines. The very squibs that families push out and cause them to flee to the muggle world. Then later down the road, a child with magic is born after the genetic defects caused by incest that remove the ability to use magic was gone. 