An atlas of associations between dietary nutrients and the risk of 36 major chronic diseases

Diverse patterns of nutrient intake have been observed in the population. Nutrient patterns are closely linked to chronic diseases, with distinct disease spectra corresponding to different nutrient patterns. Some patterns correlate significantly with the number of multimorbidities. Our findings highlight balanced nutrient intake's role in managing chronic disease risk and inform evidence-based dietary interventions.