Fat growth is from storage of energy potential in fat cells. Height is through growth of bones (legs, spine, arms) which is spurred by human growth hormone that your body ceases producing when you complete puberty.
But how is that possible? If you use GH, IGF-1, IRS-1 protein, there is still a chance of getting an acromegaly, or not? So it depends on the process of growing taller.