Evidence map›Paper›PMID 40038875›Full record

ArticleClinical and translational medicine2025

Proteogenomic characterisation of primary oral cancer unveils extracellular matrix remodelling and immunosuppressive microenvironment linked to lymph node metastasis.

Yu Liu, Zhenyu Yang, Jingya Jane Pu, Jie Zhong, Ui-Soon Khoo, Yu-Xiong Su, Gao Zhang

Abstract read
In one paragraph

Article in Clinical and translational medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

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  7. The Duality of Collagens in Metastases of Solid Tumors.International journal of molecular sciences · 2025
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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

7 authors.

Yu LiuDepartment of Thoracic Surgery/Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, China.
Zhenyu YangDepartment of Thoracic Surgery/Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, China.
Jingya Jane PuFaculty of Dentistry, The University of Hong Kong, Hong Kong, Hong Kong.
Jie ZhongFaculty of Dentistry, The University of Hong Kong, Hong Kong, Hong Kong.
Ui-Soon KhooDepartment of Pathology, School of Clinical Medicine, The University of Hong Kong, Hong Kong, Hong Kong.ORCID 0000-0003-2200-7505
Yu-Xiong SuFaculty of Dentistry, The University of Hong Kong, Hong Kong, Hong Kong.
Gao ZhangFaculty of Dentistry, The University of Hong Kong, Hong Kong, Hong Kong.ORCID 0009-0004-1805-1145

Funding

Collaborative Research Fund C7015-23GFGeneral Research Fund 17117523Oral Health Research and Innovation Fund (the Faculty of Dentistry at the University of Hong Kong)Seed Fund for Collaborative Research 2307102377
6 · The paper itself

Abstract

Oral squamous cell carcinoma (OSCC) is an increasingly prevalent malignancy worldwide. This study aims to understand molecular alterations associated with lymph node metastasis of OSCC in order to improve treatment strategies. We analysed a cohort of 46 patients with primary OSCC, including 10 with lymph node metastasis and 36 without. Using a comprehensive multi-omics approach - encompassing genomic, transcriptomic, proteomic, epigenetic, single-cell, and spatial analyses - we integrated data to delineate the molecular landscape of OSCC in the context of lymph node metastasis. Our genomic analysis identified significant mutations in key genes within the MAPK, TGF-β and WNT signalling pathways, which are essential for tumour development. The proteogenomic analysis highlighted pathways critical for lymph node dissemination and factors contributing to an immunosuppressive tumour microenvironment. Elevated levels of POSTN were found to reorganise the extracellular matrix (ECM), interact with TGF-β, disrupt cell cycle regulation and suppress the immune response by reducing VCAM1 activity. Integrated analyses of single-cell and spatial transcriptome data revealed that cancer-associated fibroblasts (CAFs) secrete TGF-β1/2, promoting cancer cell metastasis through epithelial-mesenchymal transition (EMT). Our integrated multi-omics analysis provides a detailed understanding of molecular mechanisms driving lymph node metastasis of OSCC. These insights could lead to more precise diagnostics and targeted treatments. This article is protected by copyright. All rights reserved.

Indexed as

Extracellular MatrixLymphatic MetastasisMouth NeoplasmsProteogenomicsTumor MicroenvironmentAgedFemaleHumansMaleMiddle Agedlymph node metastasisoral squamous cell carcinomasingle‐cell analysis

Identifiers

PMID40038875
PMCPMC11879901

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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.