A cluster of cancer cell lines, consisting rhabdoid (kidney and other soft tissues malignant tumor), gastric, neuroblastoma, breast, ovarian, and thyroid cancer cells, that are co-dependent on EGFR and methionine, was revealed. Here, EGFR is linked to neuroblastoma.