I feel bad for suggesting this, but what about using prison population for researching dietary science? Every single part of their life is controlled. As long as it's humane (stuff like coffee vs no coffee).
This has been done. However prisoners have very different activity levels - they are confined to a cell for 20 hours a day. Office works get up a lot more often and generally are in the office less hours.