Are all graphs induces on Voronoi of ALL metrics are planar?

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Graph induced by Voronoi on Euclidean distance is planar (Delaunay triangulation). Is it true for other distance metrics : L_p where $1\leq p \leq \inf$? It seems to be true by definition of Voronoi, but I am not sure...