How Do Network-Based Approaches Help in Identifying Biomarkers?
Network-based methods can integrate various types of data, such as genomic, transcriptomic, and proteomic data, to identify biomarkers that are strongly associated with cancer. By analyzing the central nodes and critical edges in these networks, researchers can pinpoint biomarkers that are not only differentially expressed but also play a pivotal role in the disease network.
