Mechanistically, leucine deficiency reduced SLC7A5-PGAM5 binding in macrophages, promoting PGAM5-NDUFV1 interaction and enhancing mitochondrial function, which attenuates atherosclerosis progression. This evidence concerns the gene PGAM5 and atherosclerosis.