Our results revealed that overexpression of CDCA4 could interact with coactivator associated arginine methyltransferase 1 (CARM1) and suppress its expression in NSCLC cells to induce autophagy, and as a result interfere with EMT and metastatic progression. This evidence concerns the gene CARM1 and non-small cell lung carcinoma.