We read across the age spectrum of literature, from children's books to geezer lit. A well-told story transcends categories. YA, short for young adult, is very popular beyond its target audience. People may not realize they have been immersed in YA story based movies from Harry Potter to the Hunger Games.
Don't let a book's listed age range put you off. Read what you like—no judgement!