Nevertheless, the interaction network between GS, the tumor metabolic microenvironment, and signaling pathways remains unresolved, and the precise molecular mechanism by which glutamine metabolism regulates NSCLC proliferation, migration, and resistance through GS has yet to be elucidated. This evidence concerns the gene GLUL and neoplasm.