Hi. You'll need to cut out the old sealant and re apply some new. It's a bit like sealing around your bath with silicone sealant, but it's not a silicone, it's a black rubber mastic.
Just take the roof off and replace the seal rather than using silicon its not a difficult job and a new seal costs penny's. Make sure that the bolts are done tight enough as well