In our analysis, phosphatase binding and protein serine/threonine kinase activity involving Akt phosphorylation and IRS-1 and PI3K expression were core targets in signal transduction, metabolism regulation [30], cell proliferation [31], inflammation [32], and insulin resistance [33] in DN. This evidence concerns the gene IRS1 and Insulin resistance.