$(X,Y)$ and $Z$ Gaussian with $Z \bot X$, $Z \bot Y$ implies $(X+Z,Y+Z)$ Gaussian

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Let $(X,Y)$ be a Gaussian vector and let $Z$ be a Gaussian random variable independent of $X$ and of $Y$. Is $(X+Z,Y+Z)$ a Gaussian vector?