pay through the nose

/P EY1 TH R UW0 DH AH0 N OW0 Z/
verb
  1. 1

    To pay an exorbitant or excessive amount, either in money or in some other manner.

Source: https://en.wiktionary.org/wiki/pay%20through%20the%20nose