Why is Network Propagation Important in Cancer Research?
Cancer is a complex disease characterized by multiple genetic and epigenetic alterations. Traditional approaches often fall short in identifying key drivers of cancer because they do not consider the network context of biological interactions. Network propagation helps to identify driver genes and pathways that are crucial for cancer development and progression by considering the global network structure.
