Moreover, AIMP2 showed significant correlations with common tumor-associated regulatory genes, such as TGF BETA SIGNALING, TNFA SIGNALING, hypoxia, pyroptosis, DNA repair, autophagy genes, and ferroptosis-related genes (Fig. 4B). The gene discussed is AIMP2; the disease is neoplasm.