Evidence map›Paper›PMID 41402359›Full record

ArticleScientific reports2025

Single-cell identification of an endothelial cell proximal SPP1

Zhentao Lao, Rukeng Tan, Mailikanmuhan Maitikuerban, Xiaofang Xu, Sien Zhang, Jingxin Ma, Dikan Wang, Guiqing Liao, Le Yang

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
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

9 authors.

Zhentao Lao *Department of Oral and Maxillofacial Surgery, Guanghua School of Stomatology, Hospital of Stomatology, Sun Yat-sen University, 56th Lingyuanxi Road, Guangzhou, 510055, Guangdong, China.
Rukeng Tan *Department of Oral and Maxillofacial Surgery, Guanghua School of Stomatology, Hospital of Stomatology, Sun Yat-sen University, 56th Lingyuanxi Road, Guangzhou, 510055, Guangdong, China.
Mailikanmuhan MaitikuerbanDepartment of Oral and Maxillofacial Surgery, Guanghua School of Stomatology, Hospital of Stomatology, Sun Yat-sen University, 56th Lingyuanxi Road, Guangzhou, 510055, Guangdong, China.
Xiaofang XuDepartment of Oral and Maxillofacial Surgery, Guanghua School of Stomatology, Hospital of Stomatology, Sun Yat-sen University, 56th Lingyuanxi Road, Guangzhou, 510055, Guangdong, China.
Sien ZhangDepartment of Oral and Maxillofacial Surgery, Guanghua School of Stomatology, Hospital of Stomatology, Sun Yat-sen University, 56th Lingyuanxi Road, Guangzhou, 510055, Guangdong, China.
Jingxin MaDepartment of Oral and Maxillofacial Surgery, Guanghua School of Stomatology, Hospital of Stomatology, Sun Yat-sen University, 56th Lingyuanxi Road, Guangzhou, 510055, Guangdong, China.
Dikan WangDepartment of Oral and Maxillofacial Surgery, Guanghua School of Stomatology, Hospital of Stomatology, Sun Yat-sen University, 56th Lingyuanxi Road, Guangzhou, 510055, Guangdong, China.
Guiqing LiaoDepartment of Oral and Maxillofacial Surgery, Guanghua School of Stomatology, Hospital of Stomatology, Sun Yat-sen University, 56th Lingyuanxi Road, Guangzhou, 510055, Guangdong, China. liaogq@mail.sysu.edu.cn.
Le YangDepartment of Oral and Maxillofacial Surgery, Guanghua School of Stomatology, Hospital of Stomatology, Sun Yat-sen University, 56th Lingyuanxi Road, Guangzhou, 510055, Guangdong, China. yangle8@mail.sysu.edu.cn.

Funding

the National Natural Science Foundation of China grants No.82103558
6 · The paper itself

Abstract

Head and neck squamous cell carcinoma (HNSCC) is a highly prevalent malignancy with poor prognosis, largely driven by lymph node metastasis (LNM). Despite its clinical significance, the underlying mechanisms of LNM remain elusive. In this study, we used single-cell transcriptomic data to dissect the cellular and molecular interactions within metastatic lymph nodes (MET). Specifically, we analyzed Single-cell RNA sequencing (scRNA-seq) data from GSE195655, GSE140042, GSE227156, and GSE159929 (n = 41) to delineate cellular heterogeneity, intercellular communication networks, and functional enrichment in primary tumors (PT), MET, and non-metastatic lymph nodes (LN). Our analysis identified a subpopulation of tumor-associated macrophages (TAMs) distinctly enriched in MET, characterized by high expression of SPP1. Functional analysis revealed that this TAM subpopulation promotes angiogenesis through specific ligand-receptor interactions with endothelial cells (ECs), involving the SPP1-ITGa9b1 and FN1-ITGa2b1 signaling axes. Furthermore, we leveraged bulk RNA-seq for prognostic research. Immunohistochemistry (IHC) confirmed the increased density and number of blood and lymphatic vessels in MET. Spatial analysis via multiplex immunohistochemistry (mIHC) confirmed the preferential localization of SPP1

Indexed as

Endothelial CellsHead and Neck NeoplasmsLymph NodesMacrophagesSquamous Cell Carcinoma of Head and NeckTumor-Associated MacrophagesFemaleGene Expression Regulation, NeoplasticHumansLymphatic MetastasisNeovascularization, PathologicPrognosisSingle-Cell AnalysisTranscriptomeHead and neck squamous cell carcinomaMetastatic vascular nicheSingle-cell transcriptomeSPP1Tumor-associated macrophage

Identifiers

PMID41402359
PMCPMC12708747

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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.