How is Community Detection Applied in Cancer Research?
Community detection algorithms are used to analyze complex biological networks, such as gene co-expression networks, protein-protein interaction networks, and metabolic networks. By identifying communities within these networks, researchers can uncover novel insights into cancer biology. For example, communities of co-expressed genes may reveal key pathways involved in tumorigenesis or metastasis. Similarly, identifying communities within protein interaction networks can highlight crucial protein complexes that are potential targets for cancer therapy.
