Here, by applying a gene set enrichment analysis (GSEA) on lung adenocarcinoma tissues and metabolite set enrichment analysis (MSEA) on NSCLC cells depleted of USP39, we identified a previously unknown link between USP39 and the metabolism in NSCLC cells. Here, USP39 is linked to lung adenocarcinoma.