Let be a hypergraph. A support is a graph on such that for each , the subgraph of induced on the elements in is connected. In this paper, we consider hypergraphs defined on a host graph. Given a graph , with , and a collection of connected subgraphs of , a primal support is a graph on such that for each , the induced subgraph on vertices is connected. A \emph{dual support} is a graph on s.t. for each , the induced subgraph is connected, where . We present sufficient conditions on the host graph and hyperedges so that the resulting support comes from a restricted family. We primarily study two classes of graphs: If the host graph has genus and the hypergraphs satisfy a topological condition of being \emph{cross-free}, then there is a primal and a dual support of genus at most . If the host graph has treewidth and the hyperedges satisfy a combinatorial condition of being \emph{non-piercing}, then there exist primal and dual supports of treewidth . We show that this exponential blow-up is sometimes necessary. As an intermediate case, we also study the case when the host graph is outerplanar. Finally, we show applications of our results to packing and covering, and coloring problems on geometric hypergraphs.

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