JUN, part of the AP-1 transcription factor, is closely related to cell growth and differentiation, while PGF, a placental growth factor, plays roles in angiogenesis and cell proliferation in several cancers, including HCC (Ji et al., 2012; Kim et al., 2023). The gene discussed is JUN; the disease is cancer.