In conclusion, this study demonstrated that MRPL35 contributed to NSCLC cell growth, invasion, and glutamine metabolism by upregulating SLC7A5 expression, and its mechanism might also be related to USP39‐mediated MRPL35 deubiquitination. Here, USP39 is linked to non-small cell lung carcinoma.