Different from P-ICC, where SPP1 − (ITGAV+ITGB1) was the dominant L–R pair, SPP1-CD44 was the dominant L–R pair mediating cellular communication in T-ICC (Figures 4D, 5A). Here, CD44 is linked to intrahepatic cholangiocarcinoma.