Well, Mark50 has mentioned that lowering taxes lowers goverment's revenue from tax. Since it's exactly the opposite of what I said in the first part of my answer, I'll try to explain.
For a detailed explanation, read about the Laffer Curve. In short, the laffer curve describes a well known situation, in which when people believe a tax is too high, they tend to evade from paying their taxes. When governments lower a tax, you'll find that more people are willing to pay it, so actually the state revenue increases, since more people are paying. Of course that is to a certain level, from which lowering taxes decreases state revenue although more people are paying, since the amount they pay is very small, and then, as said by Mark50, the government has to reduce its expenditure.