Research in health and biomedical sciences has a unique potential to improve peoples’ lives, and includes work ranging from basic science that aims to understand biology, to diagnosing individuals’ diseases, to epidemiological studies of whole populations. We start this project with type 2 diabetes, we trained a biological large model to simulate the evolution of diabetes in patients with genetic testing results and a biological large model. Use this approach to establish personalized diabetes medicine and individual prevention.