These effects are modulated by upstream regulators, including microRNA-543 (miR-543), circular RNA 0043280/microRNA-203a-3p (circ_0043280/miR-203a-3p), microRNA-15b (miR-15b), human epidermal growth factor receptor 2 (HER2), 5-aza-2'-deoxycytidine (5-Aza-CdR), autophagy-related 7 (ATG7), and damage-specific DNA binding protein 2 (DDB2). In conclusion, PAQR3 functions as a tumor suppressor and holds potential as a prognostic biomarker. Here, ATG7 is linked to neoplasm.