How do I remove the liftgate glass gasket?

[edwx]

There is a nasty rust spot on the top of the lift gate, and the rust runs under the glass gasket. Can I pry it up some how. I fixed it once, but didn't fix the rust under the gasket and the rust came back. I want to do it right this time.