This Annals volume presents four scholarly meeting reports: (1) Application of combined omics platforms to accelerate biomedical discovery in diabesity; (2) Prioritizing health disparities in medical education to improve care; (3) The paradox of overnutrition in aging and cognition; and vitamin D: beyond bone.