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Let T be a singular integral operator bounded on Lp(Rn) for some p, 1 < p <∞. The authors give a sufficient condition on the kernel of T so that when b ∈BMO, the commutator [b, T](f) = T(bf) - bT(f) is bounded on the space Lp for all p, 1 < p <∞.The condition of this paper is weaker than the usual pointwise Hormander condition.