Analysis of the PCA loadings showed that NASH and HCC were correlated, among others, with increased blood fat levels, albumin levels, age, and a lower abundance of the families Clostridiaceae and Enterobacteriaceae (Figure 1). Here, ALB is linked to hepatocellular carcinoma.