Problem downloading podcasts in iTunes

I think it started since iTunes 6. Some podcast can't be downloaded. iTunes always says "Network connection timed out". It's not about the connection. My connection is fine and I can go to the website of the podcasts and download there. Not many people have this problem, from what I see on Apple's discussion forum. I hope this will be fixed soon because I'm really annoyed.