An efficient and convenient one-step method for the synthesis of decahydrodipyrrolo [3,4-b:3',4'-d]pyridine derivatives was developed on the basis of 1,3-dipolar cycloaddition of unstabilized N-methyl azomethine ylide with 2-substituted 3,5-dinitropyridines. This novel heterocyclic system contains two 3-nitropyrrolidine fragments fused to a partially saturated pyridine ring. Such types of compound, as follows from the literature, can be considered as potential nitric oxide donors.