I used to run while wearing a bra. Then it caused my knees to go bad.
The one thing I did notice is that when I would sweat my t-shirt would get damp different from when I wasn't wearing a bra. Got caught in the rain one day and I suddenly looked like I was in a wet T=shirt contest. Luckily I was almost home and no one was around.