PIK3R1 and type 2 diabetes mellitus: edodes</i> peptides and polysaccharides may exert synergistic anti-T2DM effects via the regulation of key signaling pathways, including the PI3K-Akt signaling pathway, EGFR tyrosine kinase inhibitor resistance, and the AGE-RAGE signaling pathway in diabetic complications, through their actions on critical targets such as ESR1, PIK3CA, and PIK3R1.