Evidence map›Paper›PMID 41028931›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

NQO1/p65/CXCL12 Axis-Recruited Tregs Mediate Resistance to Anti-PD-1 Plus Lenvatinib Therapy in PIVKA-II-Positive Hepatocellular Carcinoma.

Biao Gao, Yafei Wang, Zhuoya Sun, Haowen Tang, Yinbiao Cao, Hao Jiang, Wenwen Zhang, Yinzhe Xu, Bingyang Hu, Zhe Liu and 9 more

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Review
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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

19 authors.

Biao GaoFaculty of Hepato-Pancreato-Biliary Surgery, Chinese PLA General Hospital, Beijing, 100853, China.
Yafei WangDepartment of Hepatobiliary Surgery, The First Affiliated Hospital of Henan University of Science and Technology, Luoyang, 471003, China.
Zhuoya SunMedical School of Chinese People's Liberation Army, Beijing, 100853, China.
Haowen TangFaculty of Hepato-Pancreato-Biliary Surgery, Chinese PLA General Hospital, Beijing, 100853, China.
Yinbiao CaoFaculty of Hepato-Pancreato-Biliary Surgery, Chinese PLA General Hospital, Beijing, 100853, China.
Hao JiangFaculty of Hepato-Pancreato-Biliary Surgery, Chinese PLA General Hospital, Beijing, 100853, China.
Wenwen ZhangFaculty of Hepato-Pancreato-Biliary Surgery, Chinese PLA General Hospital, Beijing, 100853, China.
Yinzhe XuFaculty of Hepato-Pancreato-Biliary Surgery, Chinese PLA General Hospital, Beijing, 100853, China.
Bingyang HuDepartment of General Surgery, Beijing Shijingshan Hospital, Beijing, 100043, China.
Zhe LiuFaculty of Hepato-Pancreato-Biliary Surgery, Chinese PLA General Hospital, Beijing, 100853, China.
Guankun MaoFaculty of Hepato-Pancreato-Biliary Surgery, Chinese PLA General Hospital, Beijing, 100853, China.
Xuerui LiFaculty of Hepato-Pancreato-Biliary Surgery, Chinese PLA General Hospital, Beijing, 100853, China.
Junfeng LiFaculty of Hepato-Pancreato-Biliary Surgery, Chinese PLA General Hospital, Beijing, 100853, China.
Tao WanDepartment of Hepato-Pancreato-Biliary Surgery, The Eighth Medical Center of PLA General Hospital, Beijing, 100091, China.
Bing LiuFaculty of Hepato-Pancreato-Biliary Surgery, Chinese PLA General Hospital, Beijing, 100853, China.
Xiao ZhaoDepartment of Medical Oncology, Chinese PLA General Hospital, Beijing, 100853, China.
Shunchang JiaoDepartment of Medical Oncology, Chinese PLA General Hospital, Beijing, 100853, China.
Chonghui LiFaculty of Hepato-Pancreato-Biliary Surgery, Chinese PLA General Hospital, Beijing, 100853, China.
Shichun LuFaculty of Hepato-Pancreato-Biliary Surgery, Chinese PLA General Hospital, Beijing, 100853, China.ORCID https://orcid.org/0009-0003-7444-734X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Immune checkpoint inhibitors (ICIs) combined with anti-angiogenic agents manifest improved survival in advanced hepatocellular carcinoma (HCC), but responses remain heterogeneous. Although high PIVKA-II expression correlates with advanced disease stage, early recurrence, shorter survival, and may predict resistance to anti-PD-1 plus lenvatinib therapy, the tumor microenvironment (TME) and resistance mechanisms in HCC with high PIVKA-II expression remain unclear. Clinical data from 156 resected HCC patients and 104 patients treated with anti-PD-1 plus lenvatinib are analyzed to correlate PIVKA-II expression with clinical features and outcomes. Single-cell RNA sequencing (scRNA-seq) is performed on tumors from 15 untreated and 7 treated patients. Mechanistic findings are validated in vitro and in vivo. High PIVKA-II expression is associated with advanced disease stage, increased microvascular invasion (MVI), early recurrence, and poor response to therapy. ScRNA-seq revealed an immunosuppressive TME enriched with regulatory T cells (Tregs), exhausted CD8⁺ T cells, and SPP1⁺ tumor-associated macrophages (TAMs). Mechanistically, tumors with high PIVKA-II expression upregulated NQO1, which stabilized p65 by inhibiting ubiquitination, activating the NF-κB/CXCL12 axis, and recruiting Tregs. This pathway mediated therapeutic resistance. Plerixafor, a CXCL12 inhibitor, disrupted this axis and significantly enhanced anti-tumor efficacy when combined with anti-PD-1 plus lenvatinib in vivo. PIVKA-II is a potentially effective biomarker for predicting resistance to anti-PD-1 plus lenvatinib therapy. Its high expression denotes an immunosuppressive TME. Targeting the NQO1/CXCL12/Tregs axis with Plerixafor may restore sensitivity and improve outcomes.

Indexed as

Carcinoma, HepatocellularChemokine CXCL12Drug Resistance, NeoplasmLiver NeoplasmsPhenylurea CompoundsQuinolinesT-Lymphocytes, RegulatoryAnimalsFemaleHumansImmune Checkpoint InhibitorsMaleMiceMiddle AgedTranscription Factor RelATumor MicroenvironmentChemokine CXCL12CXCL12 protein, humanImmune Checkpoint InhibitorslenvatinibPhenylurea CompoundsQuinolinesTranscription Factor RelAanti‐PD‐1 plus lenvatinib therapyCXCL12Hepatocellular carcinomaNF‐κBNQO1PIVKA‐IIPlerixaforresistanceTregs

Identifiers

PMID41028931
PMCPMC12697844

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.