· Hub Gene Selection. The plug-in CytoHubba (version 1.6) in Cytoscape was used to explore significant genes in the PPI network, and the genes with most interactions were referred as hub genes, which might play core roles in the disease pathogenesis. 17 We used Maximal Clique Centrality (MCC) to calculate the hub genes..