In April 2002, Farian compiled songs from Thornton's solo album along with selections from the first and second La Bouche albums into a best of collection entitled "Best Of" billed as 'La Bouche feat. Melanie Thornton'. In November 2002, one year following Thornton's death, Farian prepared a tribute single entitled "In Your Life", a song which was previously unreleased. Farian combined her vocals with Kayo Shekoni's vocals from Le Click, a band which Thornton also provided guest vocals for, who completed the song with additional vocals. The single was released worldwide in 2002 and in the U.S. in 2003. It peaked at number 9 on the Hot Dance Club Play chart.