Its not a case of genes, but rather metabolism. If you have a good metabolism, your body burns up fat quicker etc. I'm not sure if metabolism is something you inherit, but to be honest, some people are naturally thin, so as far as I'm concerned, it isn't a myth. I know plenty of people who eat ridiculous amounts of food, try to put weight on, and never do.