Who to start? Marion Barber or Chris Johnson?

Im already starting Portis, but Barber is going against GB and there Rush Defense looked solid last week and he also has a rib injury. Johnson is going against Houston, who gave up 180 rush yards their only game this year against Pittsburgh, and he's been looking good lately. But Im still afraid to play a rookie. Any suggestions?