For any fixed graph , we prove that the topological connectivity of the graph homomorphism complex is at least , where , for the minimum degree of a vertex in a subgraph . This generalizes a theorem of Cukic and Kozlov, in which the maximum degree was used in place of , and provides a high-dimensional analogue of the graph theoretic bound for chromatic number, , as . Furthermore, we use this result to examine homological phase transitions in the random polyhedral complexes when for a fixed constant .