In recent years, the prevalence of cardiovascular disease (CVD) in China has been increasing year by year, and it has become a major public health concern. The prevention and control of chronic CVD is inseparable from effective early screening. However, due to the imbalance in the level of economic and social development in various parts of China, the universality and accessibility of screening in some areas still need to be improved. The fundus retinal blood vessel is the only vessel in the whole body that can be directly observed. Studies have found that its morphological and functional changes are related to the occurrence and development of many CVD, and it has the potential to become a tool for assessment and prediction. This review intends to introduce the research progress of retinal blood vessels in the evaluation and prediction of cardiovascular disease in recent years.