Before revision:  Results reveal that gene regulatory networks inferred from gene knockout experiments may substantially differ from the network of effective gene-gene interactions extracted from the underlying bipartite graph .
After revision:  Results reveal that gene regulatory networks inferred from gene knockout experiments may substantially differ from the network of effective gene-gene interaction networks .