Evidence map›Paper›PMID 40269756›Full record

ArticleBMC gastroenterology2025

Identification and validation of a lenvatinib resistance-related prognostic signature in HCC, in which PFKFB4 contributes to tumor progression and lenvatinib resistance.

Jinfeng Wang, Jianfei Shi, Lili Mi, Ning Li, Xin Han, Man Zhao, Xiaoling Duan, Guangjie Han, Jiaojiao Hou, Fei Yin

Abstract readValidation Study
In one paragraph

Article in BMC gastroenterology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Mutant-Selective Binding ofInternational journal of molecular sciences · 2026
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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

10 authors.

Jinfeng WangDepartment of Gastroenterology, The Fourth Hospital of Hebei Medical University, Tianshan Street 169, Shijiazhuang, Hebei, China.
Jianfei ShiDepartment of Gastroenterology, The Fourth Hospital of Hebei Medical University, Tianshan Street 169, Shijiazhuang, Hebei, China.
Lili MiDepartment of Gastroenterology, The Fourth Hospital of Hebei Medical University, Tianshan Street 169, Shijiazhuang, Hebei, China.
Ning LiDepartment of Gastroenterology, The Fourth Hospital of Hebei Medical University, Tianshan Street 169, Shijiazhuang, Hebei, China.
Xin HanDepartment of Gastroenterology, The Fourth Hospital of Hebei Medical University, Tianshan Street 169, Shijiazhuang, Hebei, China.
Man ZhaoDepartment of Gastroenterology, The Fourth Hospital of Hebei Medical University, Tianshan Street 169, Shijiazhuang, Hebei, China.
Xiaoling DuanDepartment of Gastroenterology, The Fourth Hospital of Hebei Medical University, Tianshan Street 169, Shijiazhuang, Hebei, China.
Guangjie HanDepartment of Gastroenterology, The Fourth Hospital of Hebei Medical University, Tianshan Street 169, Shijiazhuang, Hebei, China.
Jiaojiao HouDepartment of Gastroenterology, The Fourth Hospital of Hebei Medical University, Tianshan Street 169, Shijiazhuang, Hebei, China.
Fei YinDepartment of Gastroenterology, The Fourth Hospital of Hebei Medical University, Tianshan Street 169, Shijiazhuang, Hebei, China. 47100214@hebmu.edu.cn.

Funding

Hebei Natural Science Foundation H2020206589Medical Science Research Project of Hebei 20240474
6 · The paper itself

Abstract

backgroundDrug resistance reflects the evolution of tumors and represents the leading factor behind recurrence and death. Lenvatinib is the first-line therapy for hepatocellular carcinoma (HCC), but its effectiveness is limited by rapid development of resistance. Therefore, we aimed to identify lenvatinib resistance-related genes and assess their influence on prognosis and treatment response in HCC.

methodsThe GSE186191 dataset served as the discovery cohort to identify lenvatinib resistance-related genes. A Venn diagram analysis delineated the intersection between lenvatinib resistance-related genes and prognostic-associated genes derived from The Cancer Genome Atlas (TCGA) database. The LASSO Cox regression model was implemented to construct a multigene signature in the TCGA cohort. A nomogram was built by integrating the TNM stage and our prognostic model. The gene signature and nomogram were further validated using HCC patients from the International Cancer Genome Consortium (ICGC) cohort. Mutation signatures, therapeutic response, functional enrichment, and immune profile analyses were performed in the two groups. Two lenvatinib-resistant (LR) HCC cells were established using a concentration gradient increment method. PFKFB4 expression was detected via qRT-PCR and western blot assay. The CCK-8 assay and flow cytometry were utilized to evaluate the proliferation and apoptosis of LR cells under different interventions.

resultsWe developed a lenvatinib resistance-related gene signature (ALPK3, SLC2A2, CTSV, and PFKFB4), and demonstrated that's a precise, independent, and specific prognostic model for HCC patients. High-risk patients were characterized by a predisposition to TP53 mutations, aggressive tumor features, and treatment resistance. The risk score was significantly associated with immune cell infiltration, immune checkpoint expression, angiogenesis, and tumor stemness. PFKFB4 was overexpressed in LR cells, and its knockdown significantly enhances the antiproliferative and pro-apoptotic effects of lenvatinib on resistant cells.

conclusionsThe lenvatinib resistance-related prognostic signature exhibits strong predictive power for prognosis in HCC patients and may serve as an effective tool for guiding treatment decisions. PFKFB4 promotes tumor progression and lenvatinib resistance, highlighting its potential as a novel therapeutic target for HCC. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Antineoplastic AgentsCarcinoma, HepatocellularDrug Resistance, NeoplasmLiver NeoplasmsPhenylurea CompoundsPhosphofructokinase-2QuinolinesCell Line, TumorCell ProliferationDisease ProgressionFemaleHumansMaleMiddle AgedNomogramsPrognosisAntineoplastic AgentslenvatinibPFKFB4 protein, humanPhenylurea CompoundsPhosphofructokinase-2QuinolinesHepatocellular carcinomaLenvatinib resistance-related genesPrognostic signatureTreatment responseTumor microenvironment

Identifiers

PMID40269756
PMCPMC12020327

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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.