|Go to an office supply or computer store and buy some canned compressed air. Use it to blow out all the dust. This will be very messy so you may want to move the tower outside.|
Just be careful you don't get in so close you dislodge any hardware. Be sure to also blow out the power supply from both ends.
DO NOT use a vacuum cleaner on your computer.