Preventive medicine articles from across Nature Portfolio

Continuous glucose monitoring (CGM) is an effective tool in the management of diabetes mellitus. This Perspective discusses the potential benefits of widespread adoption of CGM in people with type 2 diabetes mellitus at different stages of disease progression and treatment intensification.

The utilization of artificial intelligence (AI) in diabetes care has focused on early intervention and treatment management. Notably, usage has expanded to predict an individual’s risk for developing type 2 diabetes. A scoping review of 40 studies by Mohsen et al. shows that while most studies used unimodal AI models, multimodal approaches were superior because they integrate multiple types of data. However, creating multimodal models and determining model performance are challenging tasks given the multi-factored nature of diabetes. For both unimodal and multimodal models, there are also concerns of bias with the lack of external validations and representation of race, age, and gender in training data. The barriers in data quality and evaluation standardization are ripe areas for developing new technologies, especially for entrepreneurs and innovators. Collaboration amongst providers, entrepreneurs, and researchers must be prioritized to ensure that AI in diabetes care is providing quality and equitable patient care.

Steatotic liver disease has emerged as an important risk factor for cardiovascular disease, type 2 diabetes mellitus and chronic kidney disease. Successful treatment of steatotic liver disease might also be effective in preventing these cardiometabolic diseases.

Racial and ethnic disparities in cardiovascular health in the USA result in a persistent mortality gap between white and Black individuals, increase health-care costs and compromise an egalitarian society. Solutions to racial inequities require risk factor control and the implementation of evidence-based medicine and anti-racism policies. Overcoming these disparities is not only a practical necessity, but also a moral imperative.