They analyzed single-cell transcriptomes across the spectrum of LUAD development (seven stages from preneoplastic hyperplasia to LUAD) using genetically engineered mouse models (GEMMs) and showed that a cluster of cells with a highly mixed AT1/AT2 lineage signature was prevalent from early adenomas to fully formed LUAD. This evidence concerns the gene ATM and adenoma.