The relationship between body composition and the risk of overt hepatic encephalopathy (OHE) following transjugular intrahepatic portosystemic shunt (TIPS) needs to be investigated. Overall, 571 patients from 5 medical centers were included. To assess body compositions, we evaluated skeletal muscle indices, adipose tissue indices, sarcopenia, and myosteatosis at the third lumbar vertebral level. Univariate and Multivariate logistic regression analyses were performed to identify independent risk factors for post-TIPS OHE. An integrated score was then constructed using stepwise multiple regression analyses, with a cut-off value selected using the best Youden index. Finally, the Akaike information criterion (AIC) was performed to compare the integrated score and independent risk factors on their ability in predicting post-TIPS OHE. Sarcopenia and all skeletal muscle indices had limited associations with post-TIPS OHE. The index of the subcutaneous adipose tissue (SATI) (P=0.005; OR: 1.034, 95% CI: 1.010-1.058) and myosteatosis (297 cases, 52.01%, 125 with OHE, 42.09%; P=0.003; OR: 1.973; 95% CI: 1.262-3.084) were both ascertained as independent risk factors for post-TIPS OHE. The integrated score (ScoreALL=1.5760 + 0.0107 * SATI + 0.8579 * myosteatosis) was established with a cutoff value of -0.935. The akaike information criterion (AIC) of ScoreALL, SATI, and myosteatosis was 655.28, 691.18, and 686.60, respectively. SATI and myosteatosis are independent risk factors for post-TIPS OHE. However, the integrated score was more significantly associated with post-TIPS OHE than other skeletal muscle and adipose tissue factors.