We observed increased CDC7 mRNA expression in LUAD that subsequently gave rise to NE transformation (“transforming” LUAD, or T-LUAD) vs those that never transformed, and further upregulation in post-transformation SCLC tumors (T-SCLC) and de novo SCLC (Fig. 1c). Here, CDC7 is linked to small cell lung carcinoma.