  A finitely generated group $G$ is called poly-context-free if its word
problem $\mathrm{WP}(G)$ is an intersection of finitely many context-free
languages. We consider the quaternionic lattices $\Gamma_\tau$ over the field
$\mathbb{F}_{q}(t)$ constructed by Stix-Vdovina (2017), and prove that they are
not poly-context-free. As a corollary, since all the groups $\Gamma_{\tau}$ are
quasi-isometric to $F_2\times F_2$, the class of groups with poly-context-free
word problem is not closed under quasi-isometries. The result follows from the
description of the language $\mathrm{WP}(\Gamma_\tau)\cap a^*b^*c^*d^*$, which
relies on the existence of anti-tori and certain power-type endomorphisms of
the groups $\Gamma_\tau$.
