EGFR and lung cancer: Research on future risk prediction models for lung cancer has also found sex to be an important influencing factor,35 Valencia et al.'s36 study found that estrogen may affect lung cancer development and treatment response by activating the epidermal growth factor receptor (EGFR) signaling pathway and possibly increasing aromatase expression and activity.