In cancer research, Cytoscape is extensively used for analyzing and visualizing biological networks. Researchers use it to map out intricate pathways involved in cancer progression, such as signaling pathways, protein-protein interactions, and gene regulatory networks. By integrating various types of data, including genomic, proteomic, and transcriptomic data, Cytoscape enables a comprehensive understanding of cancer mechanisms.