The present invention relates in one aspect to the use of a composition based on a vegetal extract of Galeopsis segetum Necker and of a physiologically acceptable carrier in the treatment or prevention of hair loss. The composition finds application in the field of trichology and may be applied topically on the scalp or administered orally.