Let $X_n$ and $X$ be r.v.s taking values in $\mathbb{Z}$. Suppose that $\lim \inf_{n \to \infty} \mathbb{P}(X_n=k) \geq \mathbb{P}(X=k)$ for $k \in \mathbb{Z}$. Show that $X_n$ converges to $X$ in distribution.
We need to show that $F_{X_n}(a) \to F_X(a)$ as $n \to \infty$, I have no idea how to start, any hints would be appreciated.