More importantly, in the present study, the single-cell sequencing analysis results implied that SLC7A11, SLC1A5, CARS1, RPL8 and TFRC were not only upregulated in liver cancer cells but also expressed in immune cells. The gene discussed is CARS1; the disease is liver cancer.