Let me reduce this (quite) well known claim to two (very) well known theorems: the Milnor-Svarc lemma; and the theorem that hyperbolicity is a quasi-isometry invariant. Along the way, there are a few simple facts about group actions that are used.
If $\Gamma$ is a Cayley graph of $G$ then $G$ acts properly discontinuously and cocompactly on $\Gamma$, hence $\Gamma$ is quasi-isometric to $G$ (by the Milnor-Svarc lemma).
Now consider the restricted action of the subgroup $G_0$ on $\Gamma$. Proper discontinuity is inherited under restriction of the action of $G$ to any subgroup (pretty obvious), hence the action of $G_0$ on $\Gamma$ is properly discontinuous. Cocompactness is inherited under restriction of the action of $G$ to any finite index subgroup, hence the action of $G_0$ on $\Gamma$ is cocompact (proof: if $K \subset \Gamma$ is a finite subgraph whose $G$-translates cover $\Gamma$, and if $g_1,..,g_N$ are left coset representatives of $G_0$ in $G$, then $(g_1 \cdot K) \cup \cdots \cup (g_N \cdot K)$ is a finite subgraph whose $G_0$-translates cover $\Gamma$).
Again (by the Milnor-Svarc lemma) $\Gamma$ is quasi-isometric to $G_0$.
Since quasi-isometry is an equivalence relation, it follows that $G$ is quasi-isometric to $G_0$. Since hyperbolicity is a quasi-isometry invariant, it follows that $G$ is hyperbolic if and only if $G_0$ is hyperbolic.