We performed antibiotic-induced microbiota depletion of the gut and fecal microbiota transplantation (FMT) in APOE*3-Leiden.CETP mice, a well-established translational model for developing human-like metabolic syndrome, and revealed that dietary butyrate reduced appetite and ameliorated high-fat diet–induced (HFD-induced) weight gain dependent on the presence of gut microbiota. Here, CETP is linked to metabolic syndrome.