The invention discloses an immunosuppressor which containing a compound shown in the following general formula I and/or the general formula II, or an optical isomer thereof; wherein, R1, R2, R3, R4, R5, R6 and R7 are selected from H, OH, O-acyl, OMe, OEt, O<n>Pr, OPr, F, Cl, Br, NH2, NO2 or CN; wherein, site 5 and site 6 are an epoxy bond or a double bond; in the general formula I, the ether linkages of site 14 and site 27 are connected or disconnected; in the general formula II, the sites 14 and 15 and the sites 16 and 17 are the epoxy bond or the double bond, or a plant extract containing the compound. The immunosuppressor has stronger immuno-suppression effect, generates repression function to T and B lymphocyte periods which are excessively proliferated, and can be used for curing the self immunological diseases and relevant diseases.