In the present study, the results showed that TA can reduce glucagon levels in αTC1-6 cells, which is probably related to that TA improved autophagy activity and insulin resistance by inhibiting PI3K/AKT signaling pathway. The gene discussed is AKT1; the disease is Insulin resistance.