Coolant System Going Into Vacuum With Pressure Tester Installed

Ive been having so overheating issues with my motor, so I hooked up a coolant pressure tester to it. I pumped it up and noticed the pressure falling, and with the car running when ever the engine is revved the pressure tester shows that its going into vacuum. Does anyone know what this means?
 
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