I did all my FLM training in cotton t-shirts before discovering wicking tops. I still do short runs (3 or 4 miles) in cotton, just to save on the washing, but anything over that it's the wicking ones every time.
You can pick them up much cheaper than the RRP at things like the FLM expo, stalls at the big races (eg Reading), and occasional sales in the running shops.
Andy