Harry told the crowd "we're gonna sing one of my personal favorites" before covering the song. Kacey starts off singing the verses and Harry takes over during the chorus.
Watch the performance below:
Harry and Shania Twain met a last year backstage at one of his shows.
Photo: Getty Images