In this paper we survey some recent progress on the Gaussian approximation for nonstationary dependent structures via martingale methods. First, present general theorems involving projective conditions triangular arrays of random variables and then various applications rho-mixing alpha-dependent arrays, stationary sequences in a time scenery, application to quenched FCLT, linear statistics with...