Use some food grade "petro-gel" on the o-ring. This is exactly what I used to seal up my "Corny" kegs. If you can't find it locally, look on Amazon. It's about $7 USD. "McGlaughlin Oil PETROL-GEL".
Oops. Missed the part where you said "lubed up". Oh well, maybe the post will still help...