A Chinese herbal formula, He-Ying-Qing-Re formula (HF), and its bioactive compound, luteolin, could provide a promising treatment for diabetic retinopathy by suppressing protein acetylation and oxidative stress via the SIRT1/P53 pathway in retinal pigment epithelial cells. This evidence concerns the gene TP53 and diabetic retinopathy.