The roles of angiogenic and proinflammatory factors, including VEGF, TNF, TGFB1, CASP3, IL6, IFNG, and IL1B, and their association with miRNAs and the specified proteins in retinal diseases have been previously reported20,22–28. Here, IL1B is linked to Abnormal retinal morphology.