Evidence map›Paper›PMID 41467967›Full record

ArticleOncoimmunology2026

Single-cell landscape of peripheral and tumor-infiltrating immune cells in HPV-negative HNSCC.

Rômulo Gonçalves Agostinho Galvani, Adolfo Alexis Rojas Hidalgo, Carlos Alberto Biagi-Junior, Bruno Fernandes Matuck, Jelte Martinus Maria Krol, Brittany Rupp, Nikhil Kumar, Khoa Huynh, Jinze Liu, Siddharth Sheth and 3 more

Abstract read
In one paragraph

Article in Oncoimmunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Article
  3. Review
  4. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

13 authors.

Rômulo Gonçalves Agostinho GalvaniAlbert Einstein Research and Education Institute, Hospital Israelita Albert Einstein, Sao Paulo, SP, Brazil.
Adolfo Alexis Rojas HidalgoAdvanced Center for Chronic Diseases, Facultad de Ciencias Químicas y Farmacéuticas, Universidad de Chile, Santiago, Chile.
Carlos Alberto Biagi-JuniorDepartment of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA.
Bruno Fernandes MatuckDepartment of Oral and Craniofacial Molecular Biology, Philips Institute for Oral Health Research, Virginia Commonwealth University, Richmond, VA, USA.
Jelte Martinus Maria KrolAlbert Einstein Research and Education Institute, Hospital Israelita Albert Einstein, Sao Paulo, SP, Brazil.
Brittany RuppDepartment of Oral and Craniofacial Molecular Biology, Philips Institute for Oral Health Research, Virginia Commonwealth University, Richmond, VA, USA.
Nikhil KumarDepartment of Innovation and Technology Research, American Dental Association Science and Research Institute, Gaithersburg, MD, USA.
Khoa HuynhDepartment of Biostatistics, Virginia Commonwealth University, Richmond, VA, USA.
Jinze LiuDepartment of Biostatistics, Virginia Commonwealth University, Richmond, VA, USA.
Siddharth ShethDepartment of Medicine, Division of Medical Oncology, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Vinicius Maracaja-CoutinhoAdvanced Center for Chronic Diseases, Facultad de Ciencias Químicas y Farmacéuticas, Universidad de Chile, Santiago, Chile.
Kevin Matthew ByrdDepartment of Oral and Craniofacial Molecular Biology, Philips Institute for Oral Health Research, Virginia Commonwealth University, Richmond, VA, USA.
Patricia SeverinoAlbert Einstein Research and Education Institute, Hospital Israelita Albert Einstein, Sao Paulo, SP, Brazil.ORCID 0000-0002-6682-9343

Funding

Virus Vector Shared ResourceP30CA016059 · NCI · VIRGINIA COMMONWEALTH UNIVERSITY · PI Renato Martins · 1985 to 2026
$51.0M
Wright Regional Center for Clinical and Translational ScienceUM1TR004360 · NCATS · VIRGINIA COMMONWEALTH UNIVERSITY · PI FREDERICK Gerard MOELLER · 2023 to 2026
$16.3M
NCATS NIH HHS UM1 TR004360NCI NIH HHS P30 CA016059
6 · The paper itself

Abstract

Head and neck squamous cell carcinoma (HNSCC) is the sixth most common cancer worldwide. HPV-negative HNSCC, arising in diverse upper airway mucosal niches, is particularly aggressive, with poor 5-y survival and a limited response to immune checkpoint inhibitors. A deeper understanding of the tumor-localized immune landscape is essential to uncover actionable immunotherapeutic targets. Here, we integrated two single-cell RNA sequencing (scRNA-seq) datasets from 29 samples totaling nearly 300,000 immune cells to dissect immune rewiring during tumor progression and lymph node metastasis in HPV-negative HNSCC. We identified distinct shifts in adaptive immune cell populations across 14 peripheral blood mononuclear cell (PBMC) and 21 tumor-infiltrating immune cell (TIC) states. Notably, TICs exhibited enriched interferon response and immunomodulatory gene signatures, in contrast to PBMCs, indicating tumor-specific immune imprinting. Ligand-receptor analysis revealed that immunosuppressive crosstalk between macrophages and cytotoxic cells was associated with advanced disease. To spatially validate these transcriptional states, we conducted multiplexed immunofluorescence profiling on nine locally invasive HPV-negative HNSCCs, all from the ventrolateral tongue mucosa. Spatial proteomics confirmed peritumoral enrichment of activated (CD107a

Indexed as

Head and Neck NeoplasmsLymphocytes, Tumor-InfiltratingSquamous Cell Carcinoma of Head and NeckFemaleHumansLeukocytes, MononuclearMaleMiddle AgedSingle-Cell AnalysisTumor MicroenvironmentHPV-negative HNSCCimmune exhaustionsingle-cell RNA sequencing (scRNA-seq)spatial proteomicstumor immune microenvironmenttumor-infiltrating immune cells

Identifiers

PMID41467967
PMCPMC12758321

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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.