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In this paper we investigate the relations between (martingale) BMO spaces, paraproducts and commutators in non-homogeneous martingale settings. Some new, and one might add unexpected, results are obtained. Some alternative proof of known results are also presented.doi:10.4171/rmi/759 fatcat:dqpyqj5o3fahpnpdw26cjqh5qm