Moreover, insulin resistance, hepatitis C, pancreatic cancer, TNF signaling pathway, insulin signaling pathway, and PI3K-AKT signaling pathway were the mechanisms by which apple pollen exerted its therapeutic effect on T2DM [38]. Here, TNF is linked to type 2 diabetes mellitus.