In contrast to an immune-inhibitory TME found in ICC with elevated HHLA2, PD-L1 IC- and TC- positive cases were associated with prominent infiltration of CD3+ T cells (Fig. 3e and f; P < 0.001 for both comparisons). The gene discussed is HHLA2; the disease is intrahepatic cholangiocarcinoma.