Most of the nodes in esophageal cancer are connected to TP53, with APC having the highest edge weight of five to TP53, followed by SMAD4, ARID1A, and NRG1, each of which have an edge weight of four to TP53. The gene discussed is APC; the disease is esophageal cancer.