Here, we not only summarize the biological functions of AIMP1, EMAP II, AIMP2, AIMP2-DX2, and AIMP3, but also focus on their emerging roles in regulating tumorigenesis, suggesting that their thorough study may provide new insights into cancer treatment. The gene discussed is AIMP2; the disease is cancer.