Spatial Organization of Macrophages in CTL Rich Hepatocellular Carcinoma Influences CTL Antitumor Activity

Despite the pivotal role of cytotoxic T lymphocytes (CTLs) in anti-tumor immunity, a substantial proportion of CTL-rich hepatocellular carcinoma (HCC) patients experience early relapse or immunotherapy resistance. However, spatial immune variations impacting the heterogeneous clinical outcomes of CTL-rich HCCs remain poorly understood. Here, we compared the single-cell and spatial landscapes of 20 CTL-rich HCCs with distinct prognoses using multiplexed in situ staining and validated the prognostic value of myeloid spatial patterns in a cohort of 386 patients. Random forest and Cox regression models identified macrophage aggregation as a distinctive spatial pattern characterizing a subset of CTL-rich HCCs with an immunosuppressive microenvironment and poor prognosis. Integrated analysis of single-cell and spatial transcriptomics, combined with in situ staining validation, revealed that spatial aggregation enhanced pro-tumoral macrophage reprogramming in HCCs, marked by lipid metabolism orientation, M2-like polarization, and increased adjacent CTL exhaustion. This spatial effect on macrophage reprogramming was replicated in HCC-conditioned human macrophage cultures, which showed an enhanced capability to suppress CTLs. Notably, increased macrophage aggregation was associated with higher response rates to anti-PD-1 immunotherapy. These findings suggest that the spatial distribution of macrophages is a biomarker of their functional diversities and microenvironment status, which holds prognostic and therapeutic implications.