Evidence map›Paper›PMID 42798509›Full record

ArticleFrontiers in cell and developmental biology2026

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

Xiaofei Zhang, Xiaohan Ma, Sheng Chen, Yuanjun Mo, Xuqun Lu, Youke Xie, Xudong Liu, Encun Hou

Abstract read
In one paragraph

Article in Frontiers in cell and developmental biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Xiaofei Zhang *The Second Affiliated Hospital, Guangxi University of Chinese Medicine, Nanning, Guangxi, China.
Xiaohan Ma *Graduate School, Guangxi University of Chinese Medicine, Nanning, Guangxi, China.
Sheng Chen *Graduate School, Guangxi University of Chinese Medicine, Nanning, Guangxi, China.
Yuanjun MoThe Second Affiliated Hospital, Guangxi University of Chinese Medicine, Nanning, Guangxi, China.
Xuqun LuThe Second Affiliated Hospital, Guangxi University of Chinese Medicine, Nanning, Guangxi, China.
Youke XieThe Second Affiliated Hospital, Guangxi University of Chinese Medicine, Nanning, Guangxi, China.
Xudong LiuThe Second Affiliated Hospital, Guangxi University of Chinese Medicine, Nanning, Guangxi, China.
Encun HouThe Second Affiliated Hospital, Guangxi University of Chinese Medicine, Nanning, Guangxi, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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). 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.

Indexed as

hepatocellular carcinomaimmune checkpoint blockademacrophage polarizationportal vein tumor thrombusradioresistanceradiosensitizationsingle-cell RNA sequencingstereotactic body radiotherapy

Identifiers

PMID42798509
PMCPMC13612562

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.