GPD2 and alkaline phosphatase measurement: Gpd2, involved in glycerophosphate shuttling and NADH oxidation (Figure 5(D1,D2)), correlated with glycolysis and insulin resistance pathways (Figure 5(D3,D4)), suggesting its role in aggravating AP through energy metabolism reprogramming.