Their findings revealed that QBF treatment significantly downregulated the expression of PI3K, AKT, and ERK1/2 proteins in the kidney tissues of DKD rats, thus confirming that HLB administration similarly reduces the expression of these proteins. The gene discussed is MAPK3; the disease is diabetic kidney disease.