  Let $X$ be a connected topological space and $c \in
\mathrm{H}^2(X;\mathbb{Z})$ a non-zero cohomology class. A
$\mathrm{Homeo}(X,c)$-bundle is a fiber bundle with fiber $X$ whose structure
group reduces to the group $\mathrm{Homeo}(X,c)$ of $c$-preserving
homeomorphisms of $X$. If $\mathrm{H}^1(X;\mathbb{Z}) = 0$, then a
characteristic class for $\mathrm{Homeo}(X,c)$-bundles called the
Dixmier-Douady class is defined via the Serre spectral sequence. We show a
relation between the universal Dixmier-Douady class for foliated
$\mathrm{Homeo}(X,c)$-bundles and the gauge group extension of
$\mathrm{Homeo}(X,c)$. Moreover, under some assumptions, we construct a central
$S^1$-extension and a group two-cocycle on $\mathrm{Homeo}(X,c)$ corresponding
to the Dixmier-Douady class.
