The interpretation of Hamiltonian structures and Lax representations for Bogoyavlensky lattices in the framework of the r-matrix theory is obtained. The two main components of this interpretation are: the general quadratic Poisson structure on associative algebras, and the Dirac reduction of Poisson brackets.