Evidence map›Paper›PMID 41851872›Full record

ArticleJournal of nanobiotechnology2026

Prussian blue analogue-mineralized ginseng-derived vesicles promote PPARγ nuclear translocation to suppress tumor vasculogenic mimicry and reverse the immunosuppressive microenvironment.

Chaoqin Guo, Xiaoyan Zhang, Qiyi Liu, Xinxiu Shi, Xu Han, Qingqing Qiao, Yinan Li, Jingxia Han, Xiaoqing Chang, Yunlong Zhao and 2 more

Erratum issuedAbstract read
In one paragraph

Article in Journal of nanobiotechnology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Advances in Research onInternational journal of molecular sciences · 2026
    Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

12 authors.

Chaoqin Guo *Tianjin University of Traditional Chinese Medicine, Tianjin, 301617, China.
Xiaoyan Zhang *State Key Laboratory of Medicinal Chemical Biology and College of Pharmacy, Nankai University, Tianjin, 300350, China.
Qiyi Liu *School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, 210023, China.
Xinxiu ShiState Key Laboratory of Medicinal Chemical Biology and College of Pharmacy, Nankai University, Tianjin, 300350, China.
Xu HanState Key Laboratory of Medicinal Chemical Biology and College of Pharmacy, Nankai University, Tianjin, 300350, China.
Qingqing QiaoState Key Laboratory of Medicinal Chemical Biology and College of Pharmacy, Nankai University, Tianjin, 300350, China.
Yinan LiState Key Laboratory of Medicinal Chemical Biology and College of Pharmacy, Nankai University, Tianjin, 300350, China.
Jingxia HanState Key Laboratory of Medicinal Chemical Biology and College of Pharmacy, Nankai University, Tianjin, 300350, China.
Xiaoqing ChangState Key Laboratory of Medicinal Chemical Biology and College of Pharmacy, Nankai University, Tianjin, 300350, China.
Yunlong ZhaoState Key Laboratory of Medicinal Chemical Biology and College of Pharmacy, Nankai University, Tianjin, 300350, China.
Huijuan LiuState Key Laboratory of Medicinal Chemical Biology and College of Pharmacy, Nankai University, Tianjin, 300350, China. huijuan.liu@nankai.edu.cn.
Tao SunState Key Laboratory of Medicinal Chemical Biology and College of Pharmacy, Nankai University, Tianjin, 300350, China. tao.sun@nankai.edu.cn.

Funding

Tianjin Municipal Science and Technology Program 25ZXZSSS00260
6 · The paper itself

Abstract

Highly aggressive tumor cells fulfill their metabolic demands by forming vascular-like channels through a process of cellular deformation and extracellular matrix (ECM) remodeling, known as vasculogenic mimicry (VM). This phenomenon contributes to the limited efficacy of anti-angiogenic therapies and promotes tumor progression, making VM inhibition a promising yet challenging therapeutic strategy. To address this, we developed a biomimetic nanoplatform, termed GDVs@CuPBA-iRGD, through the in-situ mineralization of a copper-based Prussian blue analogue (CuPBA) onto ginseng-derived vesicles (GDVs), followed by conjugation with the tumor-penetrating peptide iRGD. The resulting nanocomposite exhibited excellent pH-responsive degradation, enabling controlled drug release within the tumor microenvironment. In vitro, GDVs@CuPBA-iRGD was efficiently internalized by hepatocellular carcinoma (HCC) cells, significantly suppressing their viability, invasion, and VM formation while simultaneously inducing cuproptosis and ferroptosis. Consistent with these findings, in vivo studies confirmed that GDVs@CuPBA-iRGD exhibits superior accumulation in the liver, resulting in potent inhibition of both VM and tumor progression, all while maintaining high biosafety. Mechanistically, the anti-VM effect is primarily mediated by the nuclear translocation of PPARγ. This key event triggers a transcriptional reprogramming that downregulates critical VM-associated genes, thereby disrupting the ECM remodeling essential for VM. Moreover, single-cell RNA sequencing (scRNA-seq) analysis indicated that VM suppression by GDVs@CuPBA-iRGD triggered the subsequent activation of antitumor immunity. This work highlights a novel bioinspired and synergistic therapeutic strategy for the precise treatment of VM-dependent aggressive tumors.

Indexed as

FerrocyanidesNeovascularization, PathologicPanaxPPAR gammaAnimalsCarcinoma, HepatocellularCell Line, TumorHumansLiver NeoplasmsMiceNanocompositesTumor Microenvironmentferric ferrocyanideFerrocyanidesPPAR gammaGinseng-derived vesiclesHepatocellular carcinomaPPARγPrussian blue analogueVasculogenic mimicry

Identifiers

PMID41851872
PMCPMC13200415

What Socratic 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 Socratic graph.