Liu et al. investigated the impact of quercetin on DN mice subjected to a high-fat diet in combination with STZ and HK-2 cells, discovering that quercetin inhibited cell apoptosis via the PI3K/AKT signaling pathway, exerting a protective effect [58]. The gene discussed is AKT1; the disease is liver dysplastic nodule.