Ack... I just checked something. The gauge. the Rowans Cotton Glace is 5.5-6 stitches per inch on size 3-5 US needles, and the cottontots is around 4 to 5 stitches per inch on size 8 US needles.
That might be a problem, unless you adjust the pattern a little bit. :?