Genetics do factor. It's not just a question of genetics affecting metabolism. People literally don't feel hunger with the same intensity as one another. It's like sex drive. There are both very horny people and asexuals out there. There are also people who routinely forget to eat. For many people though, the notion of "forgetting to eat" seems completely alien, because those signals are much stronger for them.