Background: Corneal degeneration is a form of progressive cell death caused by multiple factors, such as diabetic retinopathy. It is the most well-known neural degenerative disease caused by macular degeneration in the aged and those with retinitis pigmentosa. Myocardial infarction is becoming a more common burden, causing cardiomyocyte degeneration, ischemia, and heart tissue death. This study examined the preventive effects of rutin on isoproterenol (ISO)-induced oxidative damage (that is, inflammation) on rabbit corneal epithelial cells and mouse heart injuries. Methods: These investigations involved a cytotoxicity test, biochemical analysis, qRT-PCR, Western blotting, and mouse cardiac histopathology. Results: The results showed that rutin enhanced ADH7 and ALDH1A1, retinoic acid signaling components in SIRC1 rabbit corneal cell lines. The production of NO by ocular epithelial cells was significantly reduced. It reduced cTnT and cTnI, CK-MB, and LDH contents in mouse cardiac tissue. The nuclear expressions of Nrf2, Sirt, and HO-1 were all increased by rutin. Docking studies revealed a good interaction between rutin and the Keap protein, enhancing Nrf2 nuclear activity. Conclusions: This showed that rutin can potentially enhance ADH7 and ALDH1A1 corneal signaling components, preventing corneal degeneration and mitigating ISO-induced myocardial infarction (MI) via Keap/Nrf2 expressions.