Second, although we demonstrated that TFAP2A regulates CES3 expression and influences lipid metabolism in NSCLC cells, the detailed molecular mechanisms by which the TFAP2A/CES3 axis modulates key lipid metabolism regulators such as FABP4 and ATGL remain unclear and warrant further investigation. Here, PNPLA2 is linked to non-small cell lung carcinoma.