Evidence map›Paper›PMID 41758046›Full record

ArticleHepatology communications2026

Crosstalk between SPP1+ macrophages and ITGA5+ fibroblasts promotes hepatocellular carcinoma metastasis.

Ting Tang, Yubo Li, Ni Xiyun, Hao Wu, Lu Fan, Xintong Zhang, Jingjia Chang, Zhigao Ou, Tian Yang, Chen Huiying and 6 more

Abstract read
In one paragraph

Article in Hepatology communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

2 citing papers in PubMed.

  1. IntegratingFrontiers in immunology · 2026
    Review
  2. Review
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

16 authors.

Ting TangDepartment of Medical Cell Biology and Genetics, School of Basic Medical Science, Shanxi Medical University, Taiyuan, China.ORCID 0009-0003-1346-9510
Yubo LiDepartment of Medical Cell Biology and Genetics, School of Basic Medical Science, Shanxi Medical University, Taiyuan, China.ORCID 0009-0002-2411-4988
Ni XiyunDepartment of Medical Cell Biology and Genetics, School of Basic Medical Science, Shanxi Medical University, Taiyuan, China.
Hao WuDepartment of Medical Cell Biology and Genetics, School of Basic Medical Science, Shanxi Medical University, Taiyuan, China.
Lu FanDepartment of Neurology, Shanxi Coal Central Hospital, Taiyuan, China.
Xintong ZhangDepartment of Medical Cell Biology and Genetics, School of Basic Medical Science, Shanxi Medical University, Taiyuan, China.
Jingjia ChangDepartment of Medical Cell Biology and Genetics, School of Basic Medical Science, Shanxi Medical University, Taiyuan, China.
Zhigao OuDepartment of Medical Cell Biology and Genetics, School of Basic Medical Science, Shanxi Medical University, Taiyuan, China.
Tian YangDepartment of Medical Cell Biology and Genetics, School of Basic Medical Science, Shanxi Medical University, Taiyuan, China.
Chen HuiyingDepartment of Medical Cell Biology and Genetics, School of Basic Medical Science, Shanxi Medical University, Taiyuan, China.
Li NiuDepartment of Pathophysiology, School of Basic Medical Science, Shanxi Medical University, Taiyuan, China.
Jia FengfengTaiyuan Technology Transfer Promotion Center, Taiyuan, China.
Zhao GuoqingDepartment of Basic Medicine, School of Basic Medical Science, Shanxi Medical University, Taiyuan, China.
Li LiDepartment of Medical Cell Biology and Genetics, School of Basic Medical Science, Shanxi Medical University, Taiyuan, China.
Ming LiuDepartment of Medical Cell Biology and Genetics, School of Basic Medical Science, Shanxi Medical University, Taiyuan, China.ORCID 0000-0001-9785-6056
Jianjun ZhuDepartment of Medical Cell Biology and Genetics, School of Basic Medical Science, Shanxi Medical University, Taiyuan, China.ORCID 0000-0001-5338-7825

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHepatocellular carcinoma (HCC) develops from chronic inflammatory conditions to malignancy, with the immune microenvironment playing a significant role in this progression. However, the changes in the dynamic immune microenvironment during the transition from hepatitis to HCC remain poorly understood. Systematic analysis of stage-specific immune microenvironment alterations is essential for identifying therapeutic targets and creating precision strategies for HCC.

methodsUsing single-cell RNA sequencing (scRNA-seq), we created dynamic transcriptome maps of the immune microenvironment across healthy liver, hepatitis, cirrhosis, and HCC stages. Cell-cell communication, trajectory, and enrichment analyses were utilized to characterize relationships between clusters. TCGA-LIHC data were used to validate gene expression and its prognosis. The spatial distribution of ligand-receptor complexes in HCC was confirmed by spatial transcriptomics and multiplexed immunofluorescence. The effects of the tumor microenvironment on cancer cell behavior were examined using co-immunoprecipitation and cell co-culture assays. Finally, the impact of the immune microenvironment on in vivo tumor progression was evaluated using a mouse transplantation model.

resultsWe identified specific immune cell clusters across HCC progression and revealed significant correlations between the abundance of immune cells (macrophages, B cells)and fibroblasts with disease severity. Crosstalk between SPP1+ macrophages and ITGA5+ fibroblasts was observed explicitly in HCC. In vitro and in vivo data demonstrated that the SPP1-ITGA5 interaction triggered the secretion of MMP2 by fibroblasts, thereby promoting malignant progression in HCC.

conclusionsWe present a dynamic transcriptional profile of immune microenvironment evolution during HCC development, aiding in the refinement of diagnostics and the optimization of therapy strategies.

Indexed as

Carcinoma, HepatocellularFibroblastsLiver NeoplasmsMacrophagesOsteopontinAnimalsCell CommunicationDisease ProgressionHumansMiceNeoplasm MetastasisTumor MicroenvironmentOsteopontincell–cell communicationhepatocellular carcinomaimmune microenvironmentsingle-cell transcriptomicspatial transcriptomics analysis

Identifiers

PMID41758046
PMCPMC12948000

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Registered trials

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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.