It sounds too good to be true, but a novel approach that might allow you to eat as much as you want without gaining weight could be a reality in the near future. When a single gene known as RCAN1 was removed in mice and they were fed a high fat diet, they failed to gain weight, even after gorging on high fat foods for prolonged periods.