Evidence map›Paper›PMID 42294338›Full record

ArticleFrontiers in oncology2026

VANGL1 links angiogenesis-stemness programs and tumor microenvironment remodeling: a pan-cancer, multi-omics study with translational validation.

Wei Zhou, Lizhen Wang, Mengxing Li, Xuan Liu, Qing Fang, Yang Yu, Songjie Zhang, Jing Guo, Rui Chang, Cheng Zhang and 5 more

Abstract read
In one paragraph

Article in Frontiers in oncology, 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

15 authors.

Wei Zhou *Department of Pharmacy, China-Japan Friendship Hospital, Beijing, China.
Lizhen Wang *Department of Pathology, Wannan Medical College, Wuhu, Anhui, China.
Mengxing Li *Department of Hematology, Affiliated Hospital of Guizhou Medical University, Guiyang, Guizhou, China.
Xuan LiuOrganoid and Regenerative Medicine Center, China-Japan Friendship Hospital, Beijing, China.
Qing FangOrganoid and Regenerative Medicine Center, China-Japan Friendship Hospital, Beijing, China.
Yang YuOrganoid and Regenerative Medicine Center, China-Japan Friendship Hospital, Beijing, China.
Songjie ZhangOrganoid and Regenerative Medicine Center, China-Japan Friendship Hospital, Beijing, China.
Jing GuoOrganoid and Regenerative Medicine Center, China-Japan Friendship Hospital, Beijing, China.
Rui ChangOrganoid and Regenerative Medicine Center, China-Japan Friendship Hospital, Beijing, China.
Cheng ZhangDepartment of Pharmacy, China-Japan Friendship Hospital, Beijing, China.
Tongliang ZhouOrganoid and Regenerative Medicine Center, China-Japan Friendship Hospital, Beijing, China.
Yang LiuOrganoid and Regenerative Medicine Center, China-Japan Friendship Hospital, Beijing, China.
Xiaoxia RenInstitute of Respiratory Medicine, Chinese Academy of Medical Sciences, Beijing, China.
Honglin LiuOrganoid and Regenerative Medicine Center, China-Japan Friendship Hospital, Beijing, China.
Lihong LiuDepartment of Pharmacy, China-Japan Friendship Hospital, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The tumor microenvironment (TME) critically determines cancer progression, yet master regulators orchestrating microenvironmental remodeling across malignancies remain elusive. VANGL1, a core planar cell polarity component, has been implicated in tissue morphogenesis, but its pan-cancer landscape and TME regulatory mechanisms are unexplored. Methods: We conducted comprehensive pan-cancer analysis of VANGL1 across 33 tumor types using bulk transcriptomic, single-cell RNA sequencing, and spatial transcriptomic datasets. Intercellular communication was dissected using CellChat. Functional mechanisms were investigated through PPI networks, CancerSEA, and GSEA. Experimental validation employed loss-of-function studies in PC9, HCT116, and Bel7402 cells, patient-derived tumor organoids, and hepatocellular carcinoma stem cell-derived xenografts. Results: VANGL1 was significantly upregulated across solid tumors and as-sociated with poor prognosis. Single-cell analysis revealed VANGL1 Conclusions: Our study identifies VANGL1 as a pan-cancer master regulator integrating cancer stemness, angio-genesis, and microenvironmental remodeling, establishing therapeutic rationale for targeting the VANGL1-driven TME niche.

Indexed as

angiogenesispan-cancerprognostic biomarkerstemnesstumor microenvironmentVANGL1

Identifiers

PMID42294338
PMCPMC13259748

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.