Example Consider a hypothetical protein interaction network in Figure 2(a). This network is chordal and its maximal cliques are listed in Figure 2(b). We want to contrast the clique tree representation in Figure 2(d) to a naive representation in Figure 2(c), where every pair of maximal cliques that contain a protein in common is connected by an edge.