MRPL21 affected the mitochondrial OXPHOS process and modulated tumor cell proliferation, metastasis, and autophagy via PARP1 activity and the downstream PI3K/AKT/mTOR signaling pathway, thereby contributing to chemoresistance of HNSCC. Here, MRPL21 is linked to head and neck squamous cell carcinoma.