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Probably the worst brush, cleaning wise I ever had was my Thater. It wasn't that it smelled bad, it didn't but when I initially cleaned it in some Borax garbs and garbs of this pasty beige colored...

Yes it will just go away over time. If it bothers you that much some gentle shampoo should do the trick.