Nature Communications, Published online: 02 September 2026; doi:10.1038/s41467-026-77341-2 Trifluoroacetate (TFA), long assumed to be an inert peptide counterion, is a bioactive modulator of PPARα signaling that induces peroxisome proliferation, alters lipid metabolism, and attenuates atherosclerosis in mice.