In this Outlook, Feng et al. discuss a study in this issue of Genes & Development by Fort et al. that shows that HNF4α and NKX2-1 work together to determine hybrid lineage identity states—and subsequently tumorigenesis—in lung adenocarcinoma (LUAD). This evidence concerns the gene NKX2-1 and lung adenocarcinoma.