This invention relates to antibody-drug conjugates represented by Formula (I) Ab- (L-D)p, Ab is an antibody; p is 1-8; L-D is a chemical moiety represented by the following formula -Str-(Pep)-Sp-D; Str is a stretcher unit covalently attached to Ab; Pep is a linker; D is anti-tumor agent represented by the following formula wherein R<;20>;and R<;30>;are each independently Ct-C6alkyl, and R<;10>;is a non-hydrogen substituent; or R<;30>;is C1-C6alkyl, and R<;10>;and R<;20>;together with the N form a substituted C3-C7heterocycloalkyl ring; or R<;3>;° is absent, and R<;10>;and R<;20>;together with the N form a substituted heteroaryl ring; Sp-D is a spacer moiety of fomula: This invention also relates to a method of treating cancer, use of antibody-drug conjugates of Formula (I) in therapy, and use of antibody-drug conjugates of Formula (I) in manufacturing a medicament for treating cancer. This invention also relates to method of preparing antibody-drug conjugates of Formula (I).