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The talk is devoted to the famous Jacobian conjecture (JC) which describes when a polynomial mapping of a complex affine space is invertible. Another famous conjecture by Dixmier (DC) says that every endomorphism of the algebra of differential operators is an automorphism. The implication (DC) => (JC) was well known for about 40 years. Recently, in a joint work with M. Konsevitch, we proved the opposite implication (JC) => (DC). We will also discuss relations with the cancellation conjecture and with the Konsevitch conjecture.