The present invention relates to novel compositions containing plant extracts, comprising peptides that are sequence homologues of fragments of proteins of the UCP family. The invention also relates to the use of these same plant extracts as active slimming agents, in or for the preparation of a pharmaceutical and/or dermatological and/or cosmetic composition.