Evidence map›Paper›PMID 42098724›Full record

ArticleCancer cell international2026

Integrated analyses reveal a potential role for PFKFB4 in M2 macrophage polarization and hepatocellular carcinoma progression.

Siying Wang, Qinqiu Zhang, Tian Li, Zibo Xu, Xuyu Chen, Chen Chen Wei, Zhaoxia Wang

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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

7 authors.

Siying Wang *Department of Oncology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, 210011, Jiangsu, P.R. China.
Qinqiu Zhang *Department of Oncology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, 210011, Jiangsu, P.R. China.
Tian Li *Department of Oncology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, 210011, Jiangsu, P.R. China.
Zibo XuDepartment of Liver Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Xuyu ChenDepartment of Oncology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, 210011, Jiangsu, P.R. China. chenxuyu@stu.njmu.edu.cn.ORCID http://orcid.org/0000-0002-6469-2320
Chen Chen WeiDepartment of Oncology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, 210011, Jiangsu, P.R. China. weichenchen1990@126.com.
Zhaoxia WangDepartment of Oncology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, 210011, Jiangsu, P.R. China. zhaoxiawang66@126.com.ORCID http://orcid.org/0000-0002-1893-371X

Funding

Clinical Research Fund of Hengrui Medicine, Collaborative Innovation Center for Individualized Cancer Medicine, Nanjing Medical University 2024CICCPMHR020Jiangsu Province Capability Improvement Project through Science, Technology and Education; Jiangsu Provincial Medical Key Discipline Cultivation Unit JSDW202235
6 · The paper itself

Abstract

backgroundHepatocellular carcinoma (HCC) is the third most lethal malignant tumor worldwide, PFKFB4 has emerged as a key metabolic enzyme with critical roles in cancer progression and immune regulation. However, its precise role in hepatocellular carcinoma remains unclear.

methodsIn this study, we performed integrated analyses, including single-cell transcriptomics, bioinformatics, enrichment analysis, in vitro functional assays, and in vivo validation, to explore the role of PFKFB4 in HCC progression and its influence on macrophage polarization.

resultsSingle-cell transcriptomic analysis identified elevated PFKFB4 expression in macrophages, correlating significantly with M2 polarization markers. Functional assays demonstrated that knockdown of PFKFB4 suppressed HCC cell proliferation, migration, and promoted apoptosis, while its overexpression exhibited the opposite effects. Mechanistically, inhibition of PFKFB4 reduced activation of the MEK/ERK signaling pathway, suggesting this pathway as a potential mediator. Additionally, Co-culture experiments revealed that knockdown of PFKFB4 in tumor cells led to a reduced M2 polarization of macrophages, suggesting its role in immune modulation.

conclusionCollectively, our findings indicate that PFKFB4 drives hepatocellular carcinoma progression through activation of the MEK/ERK signaling pathway and, in parallel, influences tumor progression via tumor cell-mediated modulation of M2 macrophage polarization.

Indexed as

Hepatocellular carcinomaImmune infiltrationM2 macrophage polarizationPFKFB4

Identifiers

PMID42098724
PMCPMC13339260

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.