Well I've been to IST,BJV,AYT,DLM domestic lounges with my parents recently. As a matter of fact I got my cousin, aunt, and uncle in too in DLM. The lounge agent said that there was no limit on number of persons as long as everyone has the same last name.
I didn't try getting in with my parents to the IST international lounge though.