Chen et al. compared scRNA-seq profiles of four tissues in metabolic syndrome (MetS) models induced by fructose or high-fat high-sucrose diets, revealing differential tissue, cellular, and molecular vulnerability between diets. Regulatory genes and pathways were identified, and networks were rewired in MetS. mt-Rnr2 was validated as a key regulator.