Our study highlights the critical role of the IM region in HCC, where Tregs are abundant and inversely correlated with CD8+ T cells, suggesting that targeted depletion of Tregs and enrichment/reprogramming of Inf mphs toward a pro-inflammatory phenotype could restore effective anti-tumor immunity. Here, CD8A is linked to hepatocellular carcinoma.