You know this is an interesting subject and current scientists are still trying to figure out the link

There is suggestive evidence (via newscientist) that our genes actually 'remember' things that happen to us and get passed on

There is also some suggestive evidence that claims every drug will change our neurotransmitters and how our brain is wired (no source sorry)