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

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

PMC · DOI: 10.3389/fimmu.2025.1717978 · Frontiers in Immunology · 2026-01-21

## TL;DR

This study identifies a blood-based gene signature from monocytes that reflects liver cancer-related immune suppression and shows partial recovery after treatment.

## Contribution

A novel 23-gene monocyte-derived blood signature is shown to capture systemic immunosuppression in HCC and predict clinical outcomes.

## Key findings

- Pre-therapy blood samples show elevated immunosuppressive pathways like TGF beta signaling.
- Curative therapy partially restores immune function but does not fully return to healthy levels.
- The 23-gene monocyte signature is upregulated in HCC patients and linked to poor survival.

## Abstract

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.

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.

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+ monocyte subset that expands in the blood of HCC patients displays a transcriptional program matching an IL-10–rich, M2-like macrophage population in liver tissue. A 23-gene signature from this subset was significantly up-regulated in bulk PBMCs from HCC patients (diagnostic) and associated with poor overall survival in the TCGA-LIHC cohort (prognostic). Among these genes, ABCA1 marked monocytes and macrophages with high TGF beta signaling, accurately reflecting tumor-associated immunosuppression in blood and liver.

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.

## Linked entities

- **Genes:** ABCA1 (ATP binding cassette subfamily A member 1) [NCBI Gene 19]
- **Proteins:** TGFB1 (transforming growth factor beta 1)
- **Diseases:** hepatocellular carcinoma (MONDO:0007256), HCC (MONDO:0007256)

## Full-text entities

- **Genes:** TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040] {aka CAEND1, CED, DPD1, IBDIMDE, LAP, TGF-beta1}, CD14 (CD14 molecule) [NCBI Gene 929], IL10 (interleukin 10) [NCBI Gene 3586] {aka CSIF, GVHDS, IL-10, IL10A, TGIF}, ABCA1 (ATP binding cassette subfamily A member 1) [NCBI Gene 19] {aka ABC-1, ABC1, CERP, HDLCQTL13, HDLDT1, HPALP1}
- **Diseases:** cytotoxic (MESH:D064420), tumor (MESH:D009369), HCC (MESH:D006528)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12867797/full.md

## References

45 references — full list in the complete paper: https://tomesphere.com/paper/PMC12867797/full.md

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Source: https://tomesphere.com/paper/PMC12867797