The PPi network highlighted the centrality and connectivity of critical thyroid cancer driver proteins, including HRAS, KRAS, and TP53, which act as hubs in tumorigenic signaling pathways (Doncheva et al., 2019). The gene discussed is HRAS; the disease is thyroid cancer.