PPARG exhibits a multifaceted effect in lung cancer by influencing various molecular mechanisms and impacting the entire tumor microenvironment (TME), including noncancerous elements such as immune cells, fibroblasts, adipocytes, and vascular components [67]. The gene discussed is PPARG; the disease is lung cancer.