Metformin activates AMPK-mediated enhancement of 2-hydroxyglutarate dehydrogenase expression while nicotinamide riboside supplementation provides cofactor support for the NAD+-dependent enzymatic clearance of accumulated 2-HG. This combination addresses both enzyme insufficiency and cofactor depletion in 2-hydroxyglutaric aciduria.