If the o rings on the canisters have a lot of gunk built up on them that can cause a leak too. Try running a q tip across the o rings and cleaning them really well, then putting a bit of grease on them to help seal. Hopefully that will help. If it does, I'd recommend ordering new o rings so you can install them the next time you take them apart for cleaning.