PLP significantly reduced gly-oxidation, carbonyl stress, and inflammatory indicators (in both serum and liver tissue) as well as NF-κB expression, glycation, carbonyl stress, liver fat levels, glycemia, insulin resistance, and body weight (P<0.001). The gene discussed is NFKB1; the disease is Insulin resistance.