I don't think they go all that deep, when I've pulled them up at the end of the season they come out quite easily so the roots aren't too deep. I've never planted them deeper to produce new roots, always worried they might rot if the stems are buried. Apparently feeding them with liquid tomato feed helps to grow huge pumpkins. :)