The invention relates to an association comprising a peptide containing the sequence A-Lys-Gly-His-Lys-NH2, wherein A is the radical corresponding to a C1 to C18 saturated or unsaturated fatty acid, and glyceryl laurate or one of the derivatives thereof. The invention also relates to the use thereof for stimulating hair growth.