IGF1R and lung cancer: Moreover, genes KDM5D, UTY, and NF1 have demonstrated gender differences in lung cancer [21], while PPP6C and IGF1R exhibit sex-biased expression in melanoma [22], and the NRAS gene may play sex-specific roles in acute myelogenous leukemia [23].