"This is much higher that would be expected by chance, but you would expect 100% from a wholly genetic cause."

Not quite. There are genes that trigger other genes based on environmental influences. If this were not so, identical twins (with identical DNA) would have identical medical histories, and die on the same day. Of course, they don't.