Many studies point to the Bacteroides/firmicutes ratio - high fat diets lead to proliferation of bad bacterial species that are creating Metabolic X syndrome (NAFLD, high triglycerides/insulin resistance and high BP

Good bacteria produce SCFAs which influence metabolic health.