Eigenvector rows diagonalize $\Sigma$, guaranteeing independent marginals

Let $\underline X\sim N_n(\underline\mu,\Sigma)$ where $\Sigma$ is a $+$ve definite matrix. Then which of the following is a necessary condition for $\underline Y=A\underline X$ to have independently distributed marginal distributions?