I don't really want to get into the whole theory of it all right now but it's just a likelihood ratio test: http://en.wikipedia.org/wiki/Likelihood-ratio_test

You would use the "most likely" value of the parameter under the null hypothesis when calculating your p-value. If the sample mean in your case was above 110 then it boils down to the exact same thing you would do if you specified your null as .