In summary, we identified that the four ferroptosis suppressor genes, ACSL3, CISD1, FANCD2, and SLC3A2, could increase the cancer stemness, indicating that the lower the ferroptosis level in lung cancer cells, the higher the tumor heterogeneity. Here, ACSL3 is linked to lung cancer.