Skip to content
Open access

Single-cell transcriptomic characterization of the immunosuppressive tumor immune microenvironment in hepatocellular carcinoma: implications for SBRT-based radio-immunotherapy

Sep 2026 · Frontiers in Cell and Developmental Biology · Vol 14 · 0 citations · 40 references
Medicine

TL;DR

The HCC TIME is profoundly immunosuppressive, driven by myeloid dominance and multi-checkpoint T cell exhaustion, providing direct mechanistic rationale for combining macrophage reprogramming, dual checkpoint blockade, and anti-angiogenic strategies with SBRT.

Abstract

Background Hepatocellular carcinoma (HCC) carries dismal prognosis, and the tumor immune microenvironment (TIME) critically determines the efficacy of SBRT-based radio-immunotherapy; yet its single-cell architecture remains undefined. Methods We analyzed scRNA-seq data (GEO: GSE149614; single patient HCC07, stage IIIB; normal liver, primary tumor, PVTT) using a standardized pipeline including dimensionality reduction, clustering, immune signature scoring, and checkpoint profiling (FDR <0.05). In vitro, HepG2 and Huh-7 cells (ATCC) were treated with M2-conditioned medium for RT-qPCR/ELISA validation of immunosuppressive mediators, and irradiated (Cs-137; 0–12 Gy) to assess radiation-induced immunogenic cell death modulation. Results scRNA-seq identified six major cell types across 25 clusters: myeloid cells expanded from 22.4% (normal) to 46.5% (tumor), while T/NK cells declined from 66.5% to 20.0%. SPP1, CXCL8, APOE, TGF-β1, IL-10, and VEGFA were upregulated in tumor/PVTT, with multi-checkpoint T cell exhaustion (PDCD1, LAG3, TIGIT, CTLA4) dominating tumor-infiltrating lymphocytes. RT-qPCR/ELISA confirmed M2-conditioned medium upregulated SPP1 (∼3.4-fold) and CXCL8 (∼4.1-fold; p < 0.001) in Hepatocellular carcinoma cells, and attenuated radiation-induced calreticulin exposure by ∼40% (p < 0.05). Conclusion The HCC TIME is profoundly immunosuppressive, driven by myeloid dominance and multi-checkpoint T cell exhaustion. The immunosuppressive microenvironment attenuates SBRT-induced ICD, providing direct mechanistic rationale for combining macrophage reprogramming, dual checkpoint blockade, and anti-angiogenic strategies with SBRT.

Read PDF

Similar papers

Open access Aug 2026

Single-cell transcriptomics deciphers cancer-associated fibroblast heterogeneity and immune regulatory mechanisms in the bladder cancer tumor microenvironment

Single-cell transcriptomics of publicly available BLCA data identifies two transcriptionally distinct fibroblast states in adjacent tissue and supports an exploratory ligand–receptor interaction framework, warranting prospective validation with primary CAF populations and adequately powered multi-specimen cohorts.

Yan-Dong He, Wen-Long Lu, Guan-Qun Ju et al. · 0 citations
Open access Aug 2026

CARS1 as a Prognostic Biomarker and Candidate Therapeutic Vulnerability in Hepatocellular Carcinoma: Insights Into Tumor Progression and the Immune Microenvironment.

Clinical, histopathological, and loss-of-function findings support further investigation of CARS1 as a prognostic marker and candidate therapeutic target in HCC, although additional mechanistic and in vivo validation is required.

Ye-Zhen Tang, Ke-Jun Liu, Zhen-Ya Tan et al. · 0 citations
Review Sep 2026

Abstract A103: Development of the cellular therapy barrier framework (CTBF): A computational transcriptomic approach to stratify pancreatic adenocarcinoma for precision cellular immunotherapy

Pancreatic ductal adenocarcinoma (PDAC) remains one of the most treatment-resistant malignancies, with limited efficacy of cellular immunotherapy due to multiple interacting barriers within the tumor microenvironment. Existing molecular classifications describe tumor biology but do not comprehensively characteriz...

Khaoula Mazouzi · 0 citations
Open access Sep 2026

Integrating single-cell transcriptomics to construct an oncogene-driven prognostic model and elucidate metabolic-immune crosstalk in hepatocellular carcinoma

The constructed RSF model offers a promising computational framework for risk stratification and provides hypothesis-generating insights that may inform future personalized treatment strategies for HCC patients, suggesting a profound link with single-cell metabolic‒immune crosstalk.

Zi-Ming Wang, Zi-Yi Xu, Ming-Hang Zhang et al. · 0 citations
Open access Aug 2026

Gene expression analyses of immune tumor microenvironment in advanced renal cell carcinoma patients based on response to immunotherapy (Meet-URO 18 I-TME study)

Despite many treatment strategies available for metastatic renal cell carcinoma (mRCC), predictive biomarkers of response to immunotherapy are still needed. In this context, growing efforts have been devoted to translational research, especially focusing on the immune tumor microenvironment (I-TME). The Me...

S. E. Rebuzzi, F. Catalano, Francesca Schiavi et al. · 0 citations
Sep 2026

Multi-omics and spatial transcriptomics reveal that S100A10 drives CD8+ T-cell exhaustion and immune evasion in hepatocellular carcinoma through cPLA2-5-LOX-mediated arachidonic acid metabolism and ferroptosis.

The results demonstrate that S100A10 is significantly upregulated in HCC and is closely associated with poor prognosis and an immunosuppressive state, and provides a theoretical basis for combinatorial strategies targeting metabolism and immunotherapy.

Jing-Xu Zhang, Gang-Gang Wang, Zhijie Zhou et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.