In MCHSs with HSCs, expression of E-cadherin, as an epithelial cell marker, was rarely detected, whereas expression of mesenchymal cell markers, including N-cadherin, α-SMA, Snail, and Vimentin, was increased compared with that in HCC spheroids (Fig. 1C, D). Here, SNAI1 is linked to hepatocellular carcinoma.