Gut microbiota dysbiosis induces intestinal barrier damage during parenteral nutrition (PN). However, the underlying mechanisms remain unclear. This study aimed to investigate gut microbiota dysbiosis, luminal short-chain fatty acids, and autophagy in a mouse model and how these short-chain fatty acids regulate autophagy. Eight-week-old male specific-pathogen-free mice were randomly divided into a Chow group (standard diet and intravenous normal saline infusion) and a PN group (continuous infusion of PN nutrient solution) for 7 days. Caco-2 cells were also treated with intestinal rinse solutions from Chow and PN mouse models. Compared with the Chow group, the PN group exhibited increased Proteobacteria and decreased Firmicutes, correlating with decreased propyl acetate. In the PN group, intestinal tissue exhibited elevated adenosine monophosphate-activated protein kinase (AMPK) phosphorylation, LC3II protein levels, and Atg3 and Atg7 messenger RNA levels. P62 protein levels were decreased, indicating an increase of autophagy flux in the PN group. In the Caco-2 cell model, cells treated with PN solution plus propyl acetate exhibited increased Claudin-1 and occluding along with decreased interleukin-6 and tumor necrosis factor α compared with those treated with PN solution alone. Propyl acetate addition inhibited the AMPK-mammalian target of rapamycin (mTOR) pathway, mitigating the excessive autophagy induced by the PN intestinal rinse solution in Caco-2 cells. PN led to a significant reduction in propyl acetate levels in the intestine, excessive activation of autophagy, and barrier dysfunction. Propyl acetate inhibited excessive autophagy via the AMPK/mTOR signaling pathway and protected the intestinal barrier during PN.