What are the Disadvantages of unnecessary increase in PID gains?
If you tune the controller so that it enters a limit cycle or there is "hunting" due to a dead time in the plant you may increase energy consumption of the system (not the controller) if it takes energy to drive in both directions (for example active heat/cool or a servomotor). 

Reducing the integral gain can help, in some cases it is set to zero.