We define rhabdoid (kidney and other soft tissues malignant tumor), gastric, neuroblastoma, breast, ovarian, and thyroid cancer cells (first cluster) as the most co-dependent on EGFR and methionine cycle genes. The gene discussed is EGFR; the disease is thyroid cancer.