Retirement tax questions

"Not part of your withholding" - but they represent a reduction from gross to net pay. How does this not impact the Medicare taxes that I owe at the end of the year? Not talking federal taxes, just Medicare taxes that I owe. Shouldn't the calculation just be 1.45% + 0.9% over 250k for joint filers?