Lu et al. perform systematic functional analyses using data from the TRACERx cohort of patients with non-small-cell lung cancer and delineate how FAT1 regulates homologous recombination repair, chromosomal instability and whole-genome doubling with distinct mechanisms. The gene discussed is FAT1; the disease is non-small cell lung carcinoma.