The nuclear symmetry energy coefficient (including the coefficient a (4) sym of I 4 term) of finite nuclei is extracted by using the differences of available experimental binding energies of isobaric nuclei.It is found that the extracted symmetry energy coefficient a * sym (A, I) decreases with increasing of isospin asymmetry I, which is mainly caused by Wigner correction, since e * sym is the summation of the traditional symmetry energy e sym and the Wigner energy e W . We obtain the optimal values J = 30.25 ± 0.10 MeV, a ss = 56.18 ± 1.25 MeV, a sym term increases rapidly with increasing of isospin asymmetry I. For very neutron-rich nuclei, the contribution of asym term will play an important role.