How did you determine 110 PSI is the correct cold pressure? Reason I ask is there are MANY opinions on what is the correct pressure. 110 PSI sounds like it may of come off the sidewall. To me, that would be the correct pressure for tires at maximum load. That is not necessarily the correct pressure for your application, but the worst that will happen is a rougher ride and wear in the center of the thread. That's WAAY better than under inflated!
Another approach would be to weigh the trailer to determine the actual load on the tires and look up the correct pressure(s) in a tire load chart. Weighing the trailer will also confirm the rig is within weight limits and setup/loaded correctly.