This composition, which contains, as active ingredients, microbial cells of a lactobacilli belonging to Lactobacillus paracasei, a cultured product or fermented product thereof, or a polysaccharide produced by the same, is effective for inhibiting fat accumulation, and can be used as food, medication, and animal food for preventing or alleviating obesity, fatty liver, or hepatic failure.