Conclusion: CNOT6L is highly expressed in type 2 diabetes mellitus, and can cause diabetes complications, inflammation and other physiological processes by regulating miRNA, PPAR and other related signaling pathways, with poor prognosis. The gene discussed is CNOT6L; the disease is type 2 diabetes mellitus.