In this review, we summarized the roles of sex-specific bioactive molecules (estrogens, progesterone, testosterone, FSH, LH, prolactin, leptin, activin, and inhibin) in the immune response to lung cancer and immunotherapy effectiveness. Here, INHBE is linked to lung cancer.