BDNF and Cognitive impairment: After depleting the gut microbiota using antibiotic treatment from weaning onwards, mice showed significant cognitive impairment, altered dynamics of the tryptophan metabolic pathway, and significantly reduced brain-derived neurotrophic factor (BDNF), oxytocin and vasopressin expression in the adult brain [16].