Evidence map›Paper›PMID 41646974›Full record

ArticleFrontiers in immunology2025

A monocyte-derived blood transcriptomic signature reveals systemic immunosuppression in HCC and partial reversal following curative therapy.

Liang Zhou, Ahmed Alaswad, Aditi Kumthekar, Dominik Machtens, Yuesi Xi, Bibiana Costa, Cheng-Jian Xu, Thomas Wirth, Yang Li

Abstract read
In one paragraph

Article in Frontiers in immunology, 2025. 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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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Liang ZhouCentre for Individualised Infection Medicine (CiiM), a joint venture between the Helmholtz Centre for Infection Research (HZI) and Hannover Medical School (MHH), Hannover, Germany.
Ahmed AlaswadCentre for Individualised Infection Medicine (CiiM), a joint venture between the Helmholtz Centre for Infection Research (HZI) and Hannover Medical School (MHH), Hannover, Germany.
Aditi KumthekarDepartment of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany.
Dominik MachtensDepartment of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany.
Yuesi XiCentre for Individualised Infection Medicine (CiiM), a joint venture between the Helmholtz Centre for Infection Research (HZI) and Hannover Medical School (MHH), Hannover, Germany.
Bibiana CostaCentre for Individualised Infection Medicine (CiiM), a joint venture between the Helmholtz Centre for Infection Research (HZI) and Hannover Medical School (MHH), Hannover, Germany.
Cheng-Jian XuCentre for Individualised Infection Medicine (CiiM), a joint venture between the Helmholtz Centre for Infection Research (HZI) and Hannover Medical School (MHH), Hannover, Germany.
Thomas WirthDepartment of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany.
Yang LiCentre for Individualised Infection Medicine (CiiM), a joint venture between the Helmholtz Centre for Infection Research (HZI) and Hannover Medical School (MHH), Hannover, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Liver ablation or resection can cure early-stage hepatocellular carcinoma (HCC), yet late diagnosis and high relapse rates hinder long-term survival. We sought to delineate how tumor burden-and its removal-reshape the systemic immune transcriptome and extract blood-based signatures with diagnostic and prognostic potential. Method: Peripheral blood mononuclear cells (PBMCs) from six early-stage HCC patients were subjected to single-cell RNA sequencing (scRNA-seq) both prior to and 1-3 months following curative therapy, alongside six age-matched healthy controls. The data were integrated with independent bulk PBMC transcriptomes and public single-cell datasets of paired tumor and adjacent liver immune cells. Result: Pre-therapy PBMCs displayed an immunosuppressive transcriptional program characterized by elevated TGF beta signaling and ubiquitin-mediated proteolysis. Curative therapy attenuated these pathways and partially restored interferon responses, cytotoxic gene expression, and intercellular communication, although the values remained below healthy levels. We cross-validated these features in tissue, identifying concordant immunosuppressive signatures in tumor versus adjacent-liver immune cells. An immunosuppressive CD14 Conclusion: Early-stage HCC induces a reversible, systemic immunosuppressive transcriptome captured by a monocyte-derived 23-gene blood signature; tumor removal partially restores this profile within three months. These results highlight the potential of blood-derived monocyte signatures as noninvasive biomarkers of HCC-associated immunosuppression and clinical outcome.

Indexed as

Carcinoma, HepatocellularImmune ToleranceLiver NeoplasmsMonocytesTranscriptomeFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansImmunosuppression TherapyLeukocytes, MononuclearMaleMiddle AgedSingle-Cell Gene Expression AnalysisABCA1CD14⁺ monocyte-derived gene signaturehepatocellular carcinomasingle-cell RNA sequencingsystemic immunosuppression

Identifiers

PMID41646974
PMCPMC12867797

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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.