The present invention relates to a Silybum marianum (L.) Gaertn. extract comprising less than 0.2% by weight of silymarin with respect to the weight of the dry extract, as well as pharmaceutical and cosmetic compositions containing same, the preparation method thereof and uses thereof as a medicinal product, particularly in the treatment of acne, seborrhoea, seborrheic dermatitis and/or rosacea.