Compositions and preparation method thereof, said compositions comprise Cyclocarya paliurus leaf and one or more herbs selected from the group consisting of Green Tea, Mori Folium, Siraitiae Fructus, Broadleaf Holly leaf and Polygonati odorati Rhizoma, and their preparation method. Said compositions can treat diabetes, hyperglycemia, hypertension and/or hyperlipidemia.