Deep scratches on vinyl-bad for stylus?

I have a few records with deep scratches( the ones you can feel with your finger ) that play through without skipping. Do you think I can damage the stylus or cause its excessive wear? To anticipate the obvious advice-better copies are impossible to find, at least I haven't so far. Does it depend on the particular stylus design and other variables?